From 257cc45e596e92f213430f445a86b9724ad3c781 Mon Sep 17 00:00:00 2001 From: gribeill Date: Tue, 16 Jul 2019 13:58:53 -0400 Subject: [PATCH 01/85] Add APS3 pattern generator and update channel library. --- QGL/ChannelLibraries.py | 19 ++++++++++++++++--- QGL/drivers/APS2Pattern.py | 5 +++-- 2 files changed, 19 insertions(+), 5 deletions(-) diff --git a/QGL/ChannelLibraries.py b/QGL/ChannelLibraries.py index 3b4b818c..8d39999e 100644 --- a/QGL/ChannelLibraries.py +++ b/QGL/ChannelLibraries.py @@ -183,7 +183,7 @@ def show(self, qubits=[]): indices = {n: i for i, n in enumerate(graph.nodes())} node_data = [{'label': str(n).replace('(','\r\n(')} for n in graph.nodes()] link_data = [{'source': indices[s], 'target': indices[t]} for s, t in graph.edges()] - + qub_objs.sort(key=lambda x: x.label) qubit_names = [q.label for q in qub_objs] @@ -225,7 +225,7 @@ def next_level(nodes, iteration=0, offset=0, accum=[]): end = widest[0]-0.6 elif i == len(qub_objs): start = sum(widest)-0.4 - end = max(x)+0.4 + end = max(x)+0.4 else: start = sum(widest[:i])-0.4 end = sum(widest[:i+1])-0.6 @@ -240,7 +240,7 @@ def show_frequency_plan(self): c_freqs[qubit.label] = qubit.frequency*1e-9 if qubit.phys_chan.generator: c_freqs[qubit.label] += qubit.phys_chan.generator.frequency*1e-9 - + m_freqs[qubit.label] = qubit.measure_chan.frequency*1e-9 if qubit.measure_chan.phys_chan.generator: m_freqs[qubit.label] += qubit.measure_chan.phys_chan.generator.frequency*1e-9 @@ -376,6 +376,19 @@ def build_connectivity_graph(self): self.connectivityG.add_edge(chan.source, chan.target) self.connectivityG[chan.source][chan.target]['channel'] = chan + @check_for_duplicates + def new_APS3(self, label, address, **kwargs): + chan1 = Channels.PhysicalQuadratureChannel(label=f"{label}-1", channel=0, instrument=label, translator="APS3Pattern", channel_db=self.channelDatabase) + m1 = Channels.PhysicalMarkerChannel(label=f"{label}-m1", channel=0, instrument=label, translator="APS3Pattern", channel_db=self.channelDatabase) + + this_transmitter = Channels.Transmitter(label=label, model="APS3", address=address, channels=[chan1, m1], channel_db=self.channelDatabase, **kwargs) + this_transmitter.trigger_source = "external" + this_transmitter.address = address + + self.add_and_update_dict(this_transmitter) + return this_transmitter + + @check_for_duplicates def new_APS2(self, label, address, **kwargs): chan1 = Channels.PhysicalQuadratureChannel(label=f"{label}-1", channel=0, instrument=label, translator="APS2Pattern", channel_db=self.channelDatabase) diff --git a/QGL/drivers/APS2Pattern.py b/QGL/drivers/APS2Pattern.py index e47db469..f4e5beed 100644 --- a/QGL/drivers/APS2Pattern.py +++ b/QGL/drivers/APS2Pattern.py @@ -48,6 +48,8 @@ MAX_REPEAT_COUNT = 2**16 - 1 MAX_TRIGGER_COUNT = 2**32 - 1 +MODULATION_CLOCK = 300e6 + # instruction encodings WFM = 0x0 MARKER = 0x1 @@ -578,7 +580,6 @@ def to_instruction(self, write_flag=True, label=None): #Modulator op codes MODULATOR_OP_OFFSET = 44 NCO_SELECT_OP_OFFSET = 40 - MODULATION_CLOCK = 300e6 op_code_map = {"MODULATE": 0x0, "RESET_PHASE": 0x2, @@ -1624,7 +1625,7 @@ def open_plotter(addr=None, I=self.waveforms[0][addr:addr+count], Q=self.wavefor self.tableWidget.setItem(k, j, item) self.tableWidget.move(0,0) self.tableWidget.setSelectionBehavior(QAbstractItemView.SelectRows) - + app = QApplication(sys.argv[:1]) ex = App(read_instructions(sys.argv[1]), read_waveforms(sys.argv[1])) sys.exit(app.exec_()) From 4fa5ced451c0d6ad584866946ced171afee4c3dc Mon Sep 17 00:00:00 2001 From: gribeill Date: Tue, 16 Jul 2019 17:10:31 -0400 Subject: [PATCH 02/85] Add APS3 pattern --- QGL/drivers/APS3Pattern.py | 144 +++++++++++++++++++++++++++++++++++++ 1 file changed, 144 insertions(+) create mode 100644 QGL/drivers/APS3Pattern.py diff --git a/QGL/drivers/APS3Pattern.py b/QGL/drivers/APS3Pattern.py new file mode 100644 index 00000000..48e91c6c --- /dev/null +++ b/QGL/drivers/APS3Pattern.py @@ -0,0 +1,144 @@ +''' +Module for writing hdf5 APS2 files from sequences and patterns + +Copyright 2014 Raytheon BBN Technologies + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +''' + +import os +import logging +from warnings import warn +from copy import copy +from itertools import zip_longest +import pickle + +import struct +import sys +import numpy as np + +from QGL import Compiler, ControlFlow, BlockLabel, PatternUtils +from QGL import PulseSequencer +from QGL.PatternUtils import hash_pulse, flatten +from QGL import TdmInstructions + +from .APS2Pattern import * + +# Python 2/3 compatibility: use 'int' that subclasses 'long' +from builtins import int + +logger = logging.getLogger(__name__) + +#Some constants +SAMPLING_RATE = 5e9 +MAX_WAVEFORM_VALUE = 2**15 - 1 #maximum waveform value i.e. 16bit DAC +MODULATION_CLOCK = 312.5e6 + +def get_seq_file_extension(): + return '.aps3' + +def is_compatible_file(filename): + with open(filename, 'rb') as FID: + byte = FID.read(4) + if byte == b'APS3': + return True + return False + +def write_sequence_file(awgData, fileName): + ''' + Main function to pack channel sequences into an APS2 h5 file. + ''' + # Convert QGL IR into a representation that is closer to the hardware. + awgData['ch1']['linkList'], wfLib = preprocess( + awgData['ch1']['linkList'], awgData['ch1']['wfLib']) + + # compress marker data + for field in ['m1']: + if 'linkList' in awgData[field].keys(): + PatternUtils.convert_lengths_to_samples(awgData[field]['linkList'], + SAMPLING_RATE, 1, + Compiler.Waveform) + compress_marker(awgData[field]['linkList']) + else: + awgData[field]['linkList'] = [] + + #Create the waveform vectors + wfInfo = [] + wfInfo.append(create_wf_vector({key: wf.real + for key, wf in wfLib.items()}, awgData[ + 'ch1']['linkList'])) + wfInfo.append(create_wf_vector({key: wf.imag + for key, wf in wfLib.items()}, awgData[ + 'ch1']['linkList'])) + + if SAVE_WF_OFFSETS: + #create a set of all waveform signatures in offset dictionaries + #we could have multiple offsets for the same pulse becuase it could + #be repeated in multiple cache lines + wf_sigs = set() + for offset_dict in wfInfo[0][1]: + wf_sigs |= set(offset_dict.keys()) + #create dictionary linking entry labels (that's what we'll have later) with offsets + offsets = {} + for seq in awgData['ch1']['linkList']: + for entry in seq: + if len(wf_sigs) == 0: + break + if isinstance(entry, Compiler.Waveform): + sig = wf_sig(entry) + if sig in wf_sigs: + #store offsets and wavefor lib length + #time ampltidue entries are clamped to ADDRESS_UNIT + wf_length = ADDRESS_UNIT if entry.isTimeAmp else entry.length + offsets[entry.label] = ([_[sig] for _ in wfInfo[0][1]], + wf_length) + wf_sigs.discard(sig) + + #break out of outer loop too + if len(wf_sigs) == 0: + break + + #now pickle the label=>offsets + with open(os.path.splitext(fileName)[0] + ".offsets", "wb") as FID: + pickle.dump(offsets, FID) + + # build instruction vector + seq_data = [awgData[s]['linkList'] + for s in ['ch1', 'm1']] + instructions = create_instr_data(seq_data, wfInfo[0][1], wfInfo[0][2]) + + #Open the binary file + if os.path.isfile(fileName): + os.remove(fileName) + + with open(fileName, 'wb') as FID: + FID.write(b'APS3') # target hardware + FID.write(np.float32(4.0).tobytes()) # Version + FID.write(np.float32(4.0).tobytes()) # minimum firmware version + FID.write(np.uint16(2).tobytes()) # number of channels + # FID.write(np.uint16([1, 2]).tobytes()) # channelDataFor + FID.write(np.uint64(instructions.size).tobytes()) # instructions length + FID.write(instructions.tobytes()) # instructions in uint64 form + + #Create the groups and datasets + for chanct in range(2): + #Write the waveformLib to file + if wfInfo[chanct][0].size == 0: + #If there are no waveforms, ensure that there is some element + #so that the waveform group gets written to file. + #TODO: Fix this in libaps2 + data = np.array([0], dtype=np.int16) + else: + data = wfInfo[chanct][0] + FID.write(np.uint64(data.size).tobytes()) # waveform data length for channel + FID.write(data.tobytes()) From 66191ce68ae82f1ce3ec595177b9fab4be586dd5 Mon Sep 17 00:00:00 2001 From: Guilhem Ribeill Date: Thu, 25 Jul 2019 13:43:33 -0400 Subject: [PATCH 03/85] Modify GST code for newest pygsti stuff. --- QGL/GSTTools.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/QGL/GSTTools.py b/QGL/GSTTools.py index 0052b1c6..49ad9749 100644 --- a/QGL/GSTTools.py +++ b/QGL/GSTTools.py @@ -28,7 +28,7 @@ PYGSTI_PRESENT = False try: - from pygsti.objects import GateString + from pygsti.objects.circuit import Circuit PYGSTI_PRESENT = True except: pass @@ -51,11 +51,11 @@ def gst_map_1Q(gst_list, qubit, qgl_map=gst_gate_map, append_meas=True): Returns: QGL sequences, preserving the input list nesting (as a generator) """ - if isinstance(gst_list, GateString): + if isinstance(gst_list, Circuit): gst_list = [gst_list] for item in gst_list: - if isinstance(item, GateString): - mapped = map(lambda x: qgl_map[x](qubit), item.tup) + if isinstance(item, Circuit): + mapped = map(lambda x: qgl_map[str(x)](qubit), item.tup) if append_meas: yield list(chain(mapped, [MEAS(qubit)])) else: From c4aabfeecab768b00822cb773b8120d40b6b387b Mon Sep 17 00:00:00 2001 From: William Kalfus Date: Mon, 29 Jul 2019 17:25:55 -0400 Subject: [PATCH 04/85] Updated APS3 functionality --- QGL/ChannelLibraries.py | 5 +- QGL/drivers/APS3Pattern.py | 363 +++++++++++++++++++++++++++++++++++++ 2 files changed, 366 insertions(+), 2 deletions(-) diff --git a/QGL/ChannelLibraries.py b/QGL/ChannelLibraries.py index 8d39999e..0d899825 100644 --- a/QGL/ChannelLibraries.py +++ b/QGL/ChannelLibraries.py @@ -378,8 +378,9 @@ def build_connectivity_graph(self): @check_for_duplicates def new_APS3(self, label, address, **kwargs): - chan1 = Channels.PhysicalQuadratureChannel(label=f"{label}-1", channel=0, instrument=label, translator="APS3Pattern", channel_db=self.channelDatabase) - m1 = Channels.PhysicalMarkerChannel(label=f"{label}-m1", channel=0, instrument=label, translator="APS3Pattern", channel_db=self.channelDatabase) + chan1 = Channels.PhysicalQuadratureChannel(label=f"{label}-1", channel=0, instrument=label, translator="APS3Pattern", sampling_rate=5e9, channel_db=self.channelDatabase) + chan2 = Channels.PhysicalQuadratureChannel(label=f"{label}-2", channel=1, instrument=label, translator="APS3Pattern", sampling_rate=5e9, channel_db=self.channelDatabase) + m1 = Channels.PhysicalMarkerChannel(label=f"{label}-m1", channel=0, instrument=label, translator="APS3Pattern", sampling_rate=5e9, channel_db=self.channelDatabase) this_transmitter = Channels.Transmitter(label=label, model="APS3", address=address, channels=[chan1, m1], channel_db=self.channelDatabase, **kwargs) this_transmitter.trigger_source = "external" diff --git a/QGL/drivers/APS3Pattern.py b/QGL/drivers/APS3Pattern.py index 48e91c6c..bca3bb1f 100644 --- a/QGL/drivers/APS3Pattern.py +++ b/QGL/drivers/APS3Pattern.py @@ -53,7 +53,220 @@ def is_compatible_file(filename): if byte == b'APS3': return True return False + +def preprocess(seqs, shapeLib): + seqs = PatternUtils.convert_lengths_to_samples( + seqs, SAMPLING_RATE, ADDRESS_UNIT, Compiler.Waveform) + wfLib = build_waveforms(seqs, shapeLib) + inject_modulation_cmds(seqs) + return seqs, wfLib +def read_sequence_file(fileName): + """ + Reads a HDF5 sequence file and returns a dictionary of lists. + Dictionary keys are channel strings such as ch1, m1 + Lists are or tuples of time-amplitude pairs (time, output) + """ + chanStrs = ['ch1', 'ch2', 'm1', 'mod_phase'] + seqs = {ch: [] for ch in chanStrs} + + def start_new_seq(): + for ct, ch in enumerate(chanStrs): + if (ct < 2) or (ct == 6): + #analog or modulation channel + seqs[ch].append([]) + else: + #marker channel + seqs[ch].append([]) + + with open(fileName, 'rb') as FID: + target_hw = FID.read(4).decode('utf-8') + file_version = struct.unpack('> 44 + + #update phases at these boundaries + if (instr.opcode == WAIT) | (instr.opcode == SYNC) | ( + (instr.opcode) == MODULATION and (modulator_opcode == 0x0)): + for ct in range(NUM_NCO): + if reset_flag[ct]: + #would expect this to be zero but this is first non-zero point + accumulated_phase[ct] = next_freq[ct] * ADDRESS_UNIT + reset_flag[ct] = False + freq[:] = next_freq[:] + phase[:] = next_phase[:] + frame[:] = next_frame[:] + + #Assume new sequence at every WAIT + if instr.opcode == WAIT: + start_new_seq() + + elif instr.opcode == WFM and (( + (instr.payload >> WFM_OP_OFFSET) & 0x3) == PLAY): + addr = (instr.payload & 0x00ffffff) * ADDRESS_UNIT + count = (instr.payload >> 24) & 0xfffff + count = (count + 1) * ADDRESS_UNIT + isTA = (instr.payload >> 45) & 0x1 + chan_select_bits = ((instr.header >> 2) & 0x1, + (instr.header >> 3) & 0x1) + #On older firmware we broadcast by default whereas on newer we respect the engine select + for chan, select_bit in zip(('ch1', 'ch2'), chan_select_bits): + if (file_version < 4) or select_bit: + if isTA: + seqs[chan][-1].append((count, wf_lib[chan][addr])) + else: + for sample in wf_lib[chan][addr:addr + count]: + seqs[chan][-1].append((1, sample)) + + elif instr.opcode == MARKER: + chan = 'm' + str(((instr.header >> 2) & 0x3) + 1) + count = instr.payload & 0xffffffff + count = (count + 1) * ADDRESS_UNIT + state = (instr.payload >> 32) & 0x1 + seqs[chan][-1].append((count, state)) + + elif instr.opcode == MODULATION: + # modulator_op_code_map = {"MODULATE":0x0, "RESET_PHASE":0x2, "SET_FREQ":0x6, "SET_PHASE":0xa, "UPDATE_FRAME":0xe} + nco_select_bits = (instr.payload >> 40) & 0xf + if modulator_opcode == 0x0: + #modulate + count = ((instr.payload & 0xffffffff) + 1) * ADDRESS_UNIT + nco_select = {0b0001: 0, + 0b0010: 1, + 0b0100: 2, + 0b1000: 3}[nco_select_bits] + seqs['mod_phase'][-1] = np.append( + seqs['mod_phase'][-1], freq[nco_select] * + np.arange(count) + accumulated_phase[nco_select] + + phase[nco_select] + frame[nco_select]) + accumulated_phase += count * freq + else: + phase_rad = 2 * np.pi * (instr.payload & + 0xffffffff) / 2**28 + for ct in range(NUM_NCO): + if (nco_select_bits >> ct) & 0x1: + if modulator_opcode == 0x2: + #reset + next_phase[ct] = 0 + next_frame[ct] = 0 + reset_flag[ct] = True + elif modulator_opcode == 0x6: + #set frequency + next_freq[ct] = phase_rad / ADDRESS_UNIT + elif modulator_opcode == 0xa: + #set phase + next_phase[ct] = phase_rad + elif modulator_opcode == 0xe: + #update frame + next_frame[ct] += phase_rad + + #Apply modulation if we have any + for ct, ( + ch1, ch2, mod_phase + ) in enumerate(zip(seqs['ch1'], seqs['ch2'], seqs['mod_phase'])): + if len(mod_phase): + #only really works if ch1, ch2 are broadcast together + mod_ch1 = [] + mod_ch2 = [] + cum_time = 0 + for ((time_ch1, amp_ch1), + (time_ch2, amp_ch2)) in zip(ch1, ch2): + if (amp_ch1 != 0) or (amp_ch2 != 0): + assert time_ch1 == time_ch2 + if time_ch1 == 1: + #single timestep + modulated = np.exp(1j * mod_phase[cum_time]) * ( + amp_ch1 + 1j * amp_ch2) + mod_ch1.append((1, modulated.real)) + mod_ch2.append((1, modulated.imag)) + else: + #expand TA + modulated = np.exp( + 1j * + mod_phase[cum_time:cum_time + time_ch1]) * ( + amp_ch1 + 1j * amp_ch2) + for val in modulated: + mod_ch1.append((1, val.real)) + mod_ch2.append((1, val.imag)) + else: + mod_ch1.append((time_ch1, amp_ch1)) + mod_ch2.append((time_ch2, amp_ch2)) + + cum_time += time_ch1 + seqs['ch1'][ct] = mod_ch1 + seqs['ch2'][ct] = mod_ch2 + + del seqs['mod_phase'] + + return seqs + +def update_wf_library(filename, pulses, offsets): + """ + Update a H5 waveform library in place give an iterable of (pulseName, pulse) + tuples and offsets into the waveform library. + """ + assert USE_PHASE_OFFSET_INSTRUCTION == False + #load the h5 file + with h5py.File(filename) as FID: + for label, pulse in pulses.items(): + #create a new waveform + if pulse.isTimeAmp: + shape = np.repeat(pulse.amp * np.exp(1j * pulse.phase), 4) + else: + shape = pulse.amp * np.exp(1j * pulse.phase) * pulse.shape + try: + length = offsets[label][1] + except KeyError: + print("\t{} not found in offsets so skipping".format(pulse)) + continue + for offset in offsets[label][0]: + print("\tUpdating {} at offset {}".format(pulse, offset)) + FID['/chan_1/waveforms'][offset:offset + length] = np.int16( + MAX_WAVEFORM_VALUE * shape.real) + FID['/chan_2/waveforms'][offset:offset + length] = np.int16( + MAX_WAVEFORM_VALUE * shape.imag) + +def read_waveforms(filename): + with open(filename, 'rb') as FID: + target_hw = FID.read(4).decode('utf-8') + file_version = struct.unpack(' WAVEFORM_CACHE_SIZE + + idx = 0 + + if not need_prefetch: + offsets = [{}] + cache_lines = [] + #if we can fit them all in just pack + wfVec = np.zeros(max_pts_needed, dtype=np.int16) + for key, wf in wfLib.items(): + #Clip the wf + wf[wf > 1] = 1.0 + wf[wf < -1] = -1.0 + #TA pairs need to be repeated ADDRESS_UNIT times + if wf.size == 1: + wf = wf.repeat(ADDRESS_UNIT) + #Ensure the wf is an integer number of ADDRESS_UNIT's + trim = wf.size % ADDRESS_UNIT + if trim: + wf = wf[:-trim] + wfVec[idx:idx + wf.size] = np.int16(MAX_WAVEFORM_VALUE * wf) + offsets[-1][key] = idx + idx += wf.size + + #Trim the waveform + wfVec.resize(idx) + + else: + #otherwise fill in one cache line at a time + CACHE_LINE_LENGTH = int(np.round(WAVEFORM_CACHE_SIZE / 2)) - 1 + wfVec = np.zeros(CACHE_LINE_LENGTH, dtype=np.int16) + offsets = [{}] + cache_lines = [] + for seq in seqs: + #go through sequence and see what we need to add + pts_to_add = 0 + for entry in seq: + if isinstance(entry, Compiler.Waveform): + sig = wf_sig(entry) + if sig not in offsets[-1]: + pts_to_add += entry.length + + #If what we need to add spills over then add a line and start again + if (idx % CACHE_LINE_LENGTH) + pts_to_add > CACHE_LINE_LENGTH: + idx = int(CACHE_LINE_LENGTH * ( + (idx + CACHE_LINE_LENGTH) // CACHE_LINE_LENGTH)) + wfVec = np.append(wfVec, + np.zeros(int(CACHE_LINE_LENGTH), + dtype=np.int16)) + offsets.append({}) + + for entry in seq: + if isinstance(entry, Compiler.Waveform): + sig = wf_sig(entry) + if sig not in offsets[-1]: + wf = wfLib[sig] + wf[wf > 1] = 1.0 + wf[wf < -1] = -1.0 + #TA pairs need to be repeated ADDRESS_UNIT times + if wf.size == 1: + wf = wf.repeat(ADDRESS_UNIT) + #Ensure the wf is an integer number of ADDRESS_UNIT's + trim = wf.size % ADDRESS_UNIT + if trim: + wf = wf[:-trim] + wfVec[idx:idx + wf.size] = np.int16( + MAX_WAVEFORM_VALUE * wf) + offsets[-1][sig] = idx + idx += wf.size + + cache_lines.append(int(idx // CACHE_LINE_LENGTH)) + + return wfVec, offsets, cache_lines + +class ModulationCommand(object): + """docstring for ModulationCommand""" + + def __init__(self, + instruction, + nco_select, + frequency=0, + phase=0, + length=0): + super(ModulationCommand, self).__init__() + self.instruction = instruction + self.nco_select = nco_select + self.frequency = frequency + self.phase = phase + self.length = length + + def __str__(self): + out = "Modulation({}, nco_select=0x{:x}".format(self.instruction, + self.nco_select) + if self.instruction == "MODULATE": + out += ", length={})".format(self.length) + elif self.instruction == "SET_FREQ": + out += ", frequency={})".format(self.frequency) + elif self.instruction == "SET_PHASE" or self.instruction == "UPDATE_FRAME": + out += ", phase={})".format(self.phase) + else: + out += ")" + return out + + def _repr_pretty_(self, p, cycle): + p.text(str(self)) + + def __repr__(self): + return str(self) + + def to_instruction(self, write_flag=True, label=None): + #Modulator op codes + MODULATOR_OP_OFFSET = 44 + NCO_SELECT_OP_OFFSET = 40 + + op_code_map = {"MODULATE": 0x0, + "RESET_PHASE": 0x2, + "SET_FREQ": 0x6, + "SET_PHASE": 0xa, + "UPDATE_FRAME": 0xe} + payload = (op_code_map[self.instruction] << MODULATOR_OP_OFFSET) | ( + self.nco_select << NCO_SELECT_OP_OFFSET) + if self.instruction == "MODULATE": + #zero-indexed quad count + payload |= np.uint32(self.length / ADDRESS_UNIT - 1) + elif self.instruction == "SET_FREQ": + # frequencies can span -2 to 2 or 0 to 4 in unsigned + payload |= np.uint32( + (self.frequency / MODULATION_CLOCK if self.frequency > 0 else + self.frequency / MODULATION_CLOCK + 4) * 2**28) + elif (self.instruction == "SET_PHASE") | ( + self.instruction == "UPDATE_FRAME"): + #phases can span -0.5 to 0.5 or 0 to 1 in unsigned + payload |= np.uint32(np.mod(self.phase / (2 * np.pi), 1) * 2**28) + + instr = Instruction(MODULATION << 4, payload, label) + instr.writeFlag = write_flag + return instr \ No newline at end of file From 788823315ed037147931256a56bf54e9cfc2b309 Mon Sep 17 00:00:00 2001 From: Billy Date: Tue, 6 Aug 2019 09:28:18 -0400 Subject: [PATCH 05/85] Testing pulses on APS3 --- QGL.egg-info/PKG-INFO | 10 +++++++ QGL.egg-info/SOURCES.txt | 43 +++++++++++++++++++++++++++++++ QGL.egg-info/dependency_links.txt | 1 + QGL.egg-info/requires.txt | 6 +++++ QGL.egg-info/top_level.txt | 1 + QGL/ChannelLibraries.py | 7 +++-- QGL/drivers/APS3Pattern.py | 13 +++++----- libaps2.log | 3 +++ 8 files changed, 74 insertions(+), 10 deletions(-) create mode 100644 QGL.egg-info/PKG-INFO create mode 100644 QGL.egg-info/SOURCES.txt create mode 100644 QGL.egg-info/dependency_links.txt create mode 100644 QGL.egg-info/requires.txt create mode 100644 QGL.egg-info/top_level.txt create mode 100644 libaps2.log diff --git a/QGL.egg-info/PKG-INFO b/QGL.egg-info/PKG-INFO new file mode 100644 index 00000000..ac9daf85 --- /dev/null +++ b/QGL.egg-info/PKG-INFO @@ -0,0 +1,10 @@ +Metadata-Version: 1.0 +Name: QGL +Version: 2.1 +Summary: UNKNOWN +Home-page: https://github.com/BBN-Q/QGL +Author: UNKNOWN +Author-email: UNKNOWN +License: UNKNOWN +Description: UNKNOWN +Platform: UNKNOWN diff --git a/QGL.egg-info/SOURCES.txt b/QGL.egg-info/SOURCES.txt new file mode 100644 index 00000000..f82f0bad --- /dev/null +++ b/QGL.egg-info/SOURCES.txt @@ -0,0 +1,43 @@ +README.md +setup.py +QGL/BlockLabel.py +QGL/ChannelLibraries.py +QGL/Channels.py +QGL/Cliffords.py +QGL/Compiler.py +QGL/ControlFlow.py +QGL/GSTTools.py +QGL/PatternUtils.py +QGL/Plotting.py +QGL/PulsePrimitives.py +QGL/PulseSequencePlotter.py +QGL/PulseSequencer.py +QGL/PulseShapes.py +QGL/Scheduler.py +QGL/TdmInstructions.py +QGL/Tomography.py +QGL/__init__.py +QGL/config.py +QGL/config_location.py +QGL/mm.py +QGL.egg-info/PKG-INFO +QGL.egg-info/SOURCES.txt +QGL.egg-info/dependency_links.txt +QGL.egg-info/requires.txt +QGL.egg-info/top_level.txt +QGL/BasicSequences/AllXY.py +QGL/BasicSequences/BlankingSweeps.py +QGL/BasicSequences/CR.py +QGL/BasicSequences/Decoupling.py +QGL/BasicSequences/Feedback.py +QGL/BasicSequences/FlipFlop.py +QGL/BasicSequences/RB.py +QGL/BasicSequences/Rabi.py +QGL/BasicSequences/SPAM.py +QGL/BasicSequences/StarkShift.py +QGL/BasicSequences/T1T2.py +QGL/BasicSequences/__init__.py +QGL/BasicSequences/helpers.py +QGL/drivers/APS2Pattern.py +QGL/drivers/APSPattern.py +QGL/drivers/__init__.py \ No newline at end of file diff --git a/QGL.egg-info/dependency_links.txt b/QGL.egg-info/dependency_links.txt new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/QGL.egg-info/dependency_links.txt @@ -0,0 +1 @@ + diff --git a/QGL.egg-info/requires.txt b/QGL.egg-info/requires.txt new file mode 100644 index 00000000..1f063095 --- /dev/null +++ b/QGL.egg-info/requires.txt @@ -0,0 +1,6 @@ +bbndb>=0.1 +numpy>=1.11.1 +scipy>=0.17.1 +networkx>=1.11 +bqplot>=0.11.5 +sqlalchemy>=1.2.15 diff --git a/QGL.egg-info/top_level.txt b/QGL.egg-info/top_level.txt new file mode 100644 index 00000000..0e533603 --- /dev/null +++ b/QGL.egg-info/top_level.txt @@ -0,0 +1 @@ +QGL diff --git a/QGL/ChannelLibraries.py b/QGL/ChannelLibraries.py index 0d899825..03a020ab 100644 --- a/QGL/ChannelLibraries.py +++ b/QGL/ChannelLibraries.py @@ -377,14 +377,13 @@ def build_connectivity_graph(self): self.connectivityG[chan.source][chan.target]['channel'] = chan @check_for_duplicates - def new_APS3(self, label, address, **kwargs): + def new_APS3(self, label, address, serial_port, **kwargs): chan1 = Channels.PhysicalQuadratureChannel(label=f"{label}-1", channel=0, instrument=label, translator="APS3Pattern", sampling_rate=5e9, channel_db=self.channelDatabase) chan2 = Channels.PhysicalQuadratureChannel(label=f"{label}-2", channel=1, instrument=label, translator="APS3Pattern", sampling_rate=5e9, channel_db=self.channelDatabase) m1 = Channels.PhysicalMarkerChannel(label=f"{label}-m1", channel=0, instrument=label, translator="APS3Pattern", sampling_rate=5e9, channel_db=self.channelDatabase) - this_transmitter = Channels.Transmitter(label=label, model="APS3", address=address, channels=[chan1, m1], channel_db=self.channelDatabase, **kwargs) - this_transmitter.trigger_source = "external" - this_transmitter.address = address + this_transmitter = Channels.Transmitter(label=label, model="APS3", address=address, serial_port=serial_port, channels=[chan1, chan2, m1], channel_db=self.channelDatabase, **kwargs) + this_transmitter.trigger_source = 'external' if 'trigger_source' not in kwargs else kwargs['trigger_source'] self.add_and_update_dict(this_transmitter) return this_transmitter diff --git a/QGL/drivers/APS3Pattern.py b/QGL/drivers/APS3Pattern.py index bca3bb1f..b02c6b4f 100644 --- a/QGL/drivers/APS3Pattern.py +++ b/QGL/drivers/APS3Pattern.py @@ -53,7 +53,7 @@ def is_compatible_file(filename): if byte == b'APS3': return True return False - + def preprocess(seqs, shapeLib): seqs = PatternUtils.convert_lengths_to_samples( seqs, SAMPLING_RATE, ADDRESS_UNIT, Compiler.Waveform) @@ -223,7 +223,7 @@ def start_new_seq(): del seqs['mod_phase'] return seqs - + def update_wf_library(filename, pulses, offsets): """ Update a H5 waveform library in place give an iterable of (pulseName, pulse) @@ -266,7 +266,7 @@ def read_waveforms(filename): dat = ( 1.0 / MAX_WAVEFORM_VALUE) * np.frombuffer(FID.read(2*wf_len), dtype=np.int16).flatten() wf_dat.append(dat) return wf_dat - + def write_sequence_file(awgData, fileName): ''' Main function to pack channel sequences into an APS2 h5 file. @@ -346,6 +346,7 @@ def write_sequence_file(awgData, fileName): #Create the groups and datasets for chanct in range(2): #Write the waveformLib to file + print('Channel ' + str(chanct) + ' with size ' + str(wfInfo[chanct][0].size)) if wfInfo[chanct][0].size == 0: #If there are no waveforms, ensure that there is some element #so that the waveform group gets written to file. @@ -355,7 +356,7 @@ def write_sequence_file(awgData, fileName): data = wfInfo[chanct][0] FID.write(np.uint64(data.size).tobytes()) # waveform data length for channel FID.write(data.tobytes()) - + def create_wf_vector(wfLib, seqs): ''' Helper function to create the wf vector and offsets into it. @@ -441,7 +442,7 @@ def create_wf_vector(wfLib, seqs): cache_lines.append(int(idx // CACHE_LINE_LENGTH)) return wfVec, offsets, cache_lines - + class ModulationCommand(object): """docstring for ModulationCommand""" @@ -504,4 +505,4 @@ def to_instruction(self, write_flag=True, label=None): instr = Instruction(MODULATION << 4, payload, label) instr.writeFlag = write_flag - return instr \ No newline at end of file + return instr diff --git a/libaps2.log b/libaps2.log new file mode 100644 index 00000000..c41f46de --- /dev/null +++ b/libaps2.log @@ -0,0 +1,3 @@ +- 09:25:31.325 INFO: libaps2 version: v1.3-28-g87f364b-dirty +- 09:26:38.173 INFO: libaps2 version: v1.3-28-g87f364b-dirty +- 10:26:41.780 INFO: libaps2 version: v1.3-28-g87f364b-dirty From d1ba16e911966a3fa1b6e762dfa573abe1dcf05a Mon Sep 17 00:00:00 2001 From: Billy Date: Thu, 8 Aug 2019 16:01:50 -0400 Subject: [PATCH 06/85] Multiple timing issues fixed --- QGL/ChannelLibraries.py | 6 +- QGL/PatternUtils.py | 1 + QGL/PulseSequencePlotter.py | 2 +- QGL/drivers/APS3Pattern.py | 1626 +++++++++++++++++++++++++++++------ 4 files changed, 1379 insertions(+), 256 deletions(-) diff --git a/QGL/ChannelLibraries.py b/QGL/ChannelLibraries.py index 03a020ab..9a970306 100644 --- a/QGL/ChannelLibraries.py +++ b/QGL/ChannelLibraries.py @@ -378,9 +378,9 @@ def build_connectivity_graph(self): @check_for_duplicates def new_APS3(self, label, address, serial_port, **kwargs): - chan1 = Channels.PhysicalQuadratureChannel(label=f"{label}-1", channel=0, instrument=label, translator="APS3Pattern", sampling_rate=5e9, channel_db=self.channelDatabase) - chan2 = Channels.PhysicalQuadratureChannel(label=f"{label}-2", channel=1, instrument=label, translator="APS3Pattern", sampling_rate=5e9, channel_db=self.channelDatabase) - m1 = Channels.PhysicalMarkerChannel(label=f"{label}-m1", channel=0, instrument=label, translator="APS3Pattern", sampling_rate=5e9, channel_db=self.channelDatabase) + chan1 = Channels.PhysicalQuadratureChannel(label=f"{label}-1", channel=0, instrument=label, translator="APS3Pattern", sampling_rate=2.5e9, channel_db=self.channelDatabase) + chan2 = Channels.PhysicalQuadratureChannel(label=f"{label}-2", channel=1, instrument=label, translator="APS3Pattern", sampling_rate=2.5e9, channel_db=self.channelDatabase) + m1 = Channels.PhysicalMarkerChannel(label=f"{label}-m1", channel=0, instrument=label, translator="APS3Pattern", sampling_rate=2.5e9, channel_db=self.channelDatabase) this_transmitter = Channels.Transmitter(label=label, model="APS3", address=address, serial_port=serial_port, channels=[chan1, chan2, m1], channel_db=self.channelDatabase, **kwargs) this_transmitter.trigger_source = 'external' if 'trigger_source' not in kwargs else kwargs['trigger_source'] diff --git a/QGL/PatternUtils.py b/QGL/PatternUtils.py index 9298d45e..8455d26b 100644 --- a/QGL/PatternUtils.py +++ b/QGL/PatternUtils.py @@ -275,6 +275,7 @@ def convert_lengths_to_samples(instructions, sampling_rate, quantization=1, wf_t entry.length = int(round(entry.length * sampling_rate)) # TODO: warn when truncating? entry.length -= entry.length % quantization + return instructions def convert_length_to_samples(wf_length, sampling_rate, quantization=1): diff --git a/QGL/PulseSequencePlotter.py b/QGL/PulseSequencePlotter.py index 27b61d87..23aabc6e 100644 --- a/QGL/PulseSequencePlotter.py +++ b/QGL/PulseSequencePlotter.py @@ -143,8 +143,8 @@ def extract_waveforms(fileNames, nameDecorator='', time=False): translator = resolve_translator(fileName, translators) wfs = translator.read_sequence_file(fileName) + print(f"Sampling rate from extract_waveforms {translator.SAMPLING_RATE}") sample_time = 1.0/translator.SAMPLING_RATE if time else 1 - for (k, seqs) in sorted(wfs.items()): if all_zero_seqs(seqs): continue diff --git a/QGL/drivers/APS3Pattern.py b/QGL/drivers/APS3Pattern.py index b02c6b4f..db42604d 100644 --- a/QGL/drivers/APS3Pattern.py +++ b/QGL/drivers/APS3Pattern.py @@ -32,18 +32,85 @@ from QGL.PatternUtils import hash_pulse, flatten from QGL import TdmInstructions -from .APS2Pattern import * - # Python 2/3 compatibility: use 'int' that subclasses 'long' from builtins import int logger = logging.getLogger(__name__) #Some constants -SAMPLING_RATE = 5e9 -MAX_WAVEFORM_VALUE = 2**15 - 1 #maximum waveform value i.e. 16bit DAC +SAMPLING_RATE = 2.5e9 +ADDRESS_UNIT = 8 #everything is done in units of 4 timesteps +MIN_ENTRY_LENGTH = 8 +MAX_WAVEFORM_PTS = 2**28 #maximum size of waveform memory +WAVEFORM_CACHE_SIZE = 2**17 +MAX_WAVEFORM_VALUE = 2**15 - 1 #maximum waveform value i.e. 14bit DAC +MAX_NUM_INSTRUCTIONS = 2**26 +MAX_REPEAT_COUNT = 2**16 - 1 +MAX_TRIGGER_COUNT = 2**32 - 1 + MODULATION_CLOCK = 312.5e6 +# instruction encodings +WFM = 0x0 +MARKER = 0x1 +WAIT = 0x2 +LOAD = 0x3 +REPEAT = 0x4 +CMP = 0x5 +GOTO = 0x6 +CALL = 0x7 +RET = 0x8 +SYNC = 0x9 +MODULATION = 0xA +LOADCMP = 0xB +PREFETCH = 0xC +NOP = 0XF + +# # APS3 prototype +CUSTOM = 0xD +INVALIDATE = 0xE # Invalidate and WriteAddr use the same opcode +WRITEADDR = 0xE + +# WFM/MARKER op codes +PLAY = 0x0 +WAIT_TRIG = 0x1 +WAIT_SYNC = 0x2 +WFM_PREFETCH = 0x3 +WFM_OP_OFFSET = 46 +TA_PAIR_BIT = 45 + +# CMP op encodings +EQUAL = 0x0 +NOTEQUAL = 0x1 +GREATERTHAN = 0x2 +LESSTHAN = 0x3 + +CMPTABLE = {'==': EQUAL, '!=': NOTEQUAL, '>': GREATERTHAN, '<': LESSTHAN} + +# custom OP_CODES +TDM_MAJORITY_VOTE = 0 +TDM_MAJORITY_VOTE_SET_MASK = 1 +TDM_TSM_SET_ROUNDS = 2 +TDM_TSM = 3 + +APS_CUSTOM_DECODE = ["APS_RAND", "APS_CLIFFORD_RAND","APS_CLIFFORD_SET_SEED" ,"APS_CLIFFORD_SET_OFFSET" +, "APS_CLIFFORD_SET_SPACING"] + +TDM_CUSTOM_DECODE = ["TDM_MAJORITY_VOTE", "TDM_MAJORITY_VOTE_SET_MASK", "TDM_TSM_SET_ROUNDS", "TDM_TSM"] + +# Whether we use PHASE_OFFSET modulation commands or bake it into waveform +# Default to false as we usually don't have many variants +USE_PHASE_OFFSET_INSTRUCTION = False + +# Whether to save the waveform offsets for partial compilation +SAVE_WF_OFFSETS = False + +# Do we want a pulse file per instrument or per channel +SEQFILE_PER_CHANNEL = False + +def get_empty_channel_set(): + return {'ch1': {}, 'm1': {}} + def get_seq_file_extension(): return '.aps3' @@ -54,6 +121,399 @@ def is_compatible_file(filename): return True return False +def create_wf_vector(wfLib, seqs): + ''' + Helper function to create the wf vector and offsets into it. + ''' + max_pts_needed = 0 + for wf in wfLib.values(): + if len(wf) == 1: + max_pts_needed += ADDRESS_UNIT + else: + max_pts_needed += len(wf) + + #If we have more than fits in cache we'll need to align and prefetch + need_prefetch = max_pts_needed > WAVEFORM_CACHE_SIZE + + idx = 0 + + if not need_prefetch: + offsets = [{}] + cache_lines = [] + #if we can fit them all in just pack + wfVec = np.zeros(max_pts_needed, dtype=np.int16) + for key, wf in wfLib.items(): + #Clip the wf + wf[wf > 1] = 1.0 + wf[wf < -1] = -1.0 + #TA pairs need to be repeated ADDRESS_UNIT times + if wf.size == 1: + wf = wf.repeat(ADDRESS_UNIT) + #Ensure the wf is an integer number of ADDRESS_UNIT's + trim = wf.size % ADDRESS_UNIT + if trim: + wf = wf[:-trim] + wfVec[idx:idx + wf.size] = np.int16(MAX_WAVEFORM_VALUE * wf) + offsets[-1][key] = idx + idx += wf.size + + #Trim the waveform + wfVec.resize(idx) + + else: + #otherwise fill in one cache line at a time + CACHE_LINE_LENGTH = int(np.round(WAVEFORM_CACHE_SIZE / 2)) - 1 + wfVec = np.zeros(CACHE_LINE_LENGTH, dtype=np.int16) + offsets = [{}] + cache_lines = [] + for seq in seqs: + #go through sequence and see what we need to add + pts_to_add = 0 + for entry in seq: + if isinstance(entry, Compiler.Waveform): + sig = wf_sig(entry) + if sig not in offsets[-1]: + pts_to_add += entry.length + + #If what we need to add spills over then add a line and start again + if (idx % CACHE_LINE_LENGTH) + pts_to_add > CACHE_LINE_LENGTH: + idx = int(CACHE_LINE_LENGTH * ( + (idx + CACHE_LINE_LENGTH) // CACHE_LINE_LENGTH)) + wfVec = np.append(wfVec, + np.zeros(int(CACHE_LINE_LENGTH), + dtype=np.int16)) + offsets.append({}) + + for entry in seq: + if isinstance(entry, Compiler.Waveform): + sig = wf_sig(entry) + if sig not in offsets[-1]: + wf = wfLib[sig] + wf[wf > 1] = 1.0 + wf[wf < -1] = -1.0 + #TA pairs need to be repeated ADDRESS_UNIT times + if wf.size == 1: + wf = wf.repeat(ADDRESS_UNIT) + #Ensure the wf is an integer number of ADDRESS_UNIT's + trim = wf.size % ADDRESS_UNIT + if trim: + wf = wf[:-trim] + wfVec[idx:idx + wf.size] = np.int16( + MAX_WAVEFORM_VALUE * wf) + offsets[-1][sig] = idx + idx += wf.size + + cache_lines.append(int(idx // CACHE_LINE_LENGTH)) + + return wfVec, offsets, cache_lines + + +class Instruction(object): + def __init__(self, header, payload, label=None, target=None, decode_as_tdm = False): + self.header = header + self.payload = int(payload) + self.label = label + self.target = target + self.decode_as_tdm = decode_as_tdm + + @classmethod + def unflatten(cls, instr, decode_as_tdm = False): + return cls(header=(int(instr) >> 56) & 0xff, + payload=int(instr) & 0xffffffffffffff, + decode_as_tdm = decode_as_tdm) + + def __repr__(self): + return self.__str__() + + def __str__(self): + + opCodes = ["WFM", "MARKER", "WAIT", "LOAD", "REPEAT", "CMP", "GOTO", + "CALL", "RET", "SYNC", "MODULATION", "LOADCMP", "PREFETCH", + "CUSTOM", "WRITEADDR", "NOP"] + + # list of opCodes where the reprenstation will change + excludeList = ["WRITEADDR", "LOADCMP"] + + out = "{0} ".format(self.label) if self.label else "" + + instrOpCode = (self.header >> 4) & 0xf + + opCodeStr = opCodes[instrOpCode] + + if opCodeStr not in excludeList: + out += opCodeStr + + if (instrOpCode == MARKER) or (instrOpCode == WFM) or ( + instrOpCode == MODULATION): + if (instrOpCode == MARKER) or (instrOpCode == WFM): + out += "; engine={}, ".format((self.header >> 2) & 0x3) + else: + out += "; " + if self.header & 0x1: + out += "write=1 | " + else: + out += "write=0 | " + + if self.target: + out += " {}".format(self.target) + + if instrOpCode == WFM: + wfOpCode = (self.payload >> 46) & 0x3 + wfOpCodes = ["PLAY", "TRIG", "SYNC", "PREFETCH"] + out += wfOpCodes[wfOpCode] + out += "; TA_bit={}".format((self.payload >> 45) & 0x1) + out += ", count={}".format((self.payload >> 24) & 2**21 - 1) + out += ", addr={}".format(self.payload & 2**24 - 1) + + # # APS3/TDM modifier to use VRAM output + # if self.payload & (1 << 48): + # out += ", use_vram" + + elif instrOpCode == MARKER: + mrkOpCode = (self.payload >> 46) & 0x3 + mrkOpCodes = ["PLAY", "TRIG", "SYNC"] + out += mrkOpCodes[mrkOpCode] + out += "; state={}".format((self.payload >> 32) & 0x1) + out += ", count={}".format(self.payload & 2**32 - 1) + + elif instrOpCode == MODULATION: + modulatorOpCode = (self.payload >> 45) & 0x7 + modulatorOpCodes = ["MODULATE", "RESET_PHASE", "TRIG", "SET_FREQ", + "SYNC", "SET_PHASE", "", "UPDATE_FRAME"] + out += modulatorOpCodes[modulatorOpCode] + out += "; nco_select=0x{:x}".format((self.payload >> 40) & 0xf) + if modulatorOpCode == 0x0: + out += ", count={:d}".format(self.payload & 0xffffffff) + elif modulatorOpCode == 0x3: + out += ", increment=0x{:08x}".format(self.payload & 0xffffffff) + elif modulatorOpCode == 0x5: + out += ", phase=0x{:08x}".format(self.payload & 0xffffffff) + elif modulatorOpCode == 0x7: + out += ", frame_change=0x{:08x}".format(self.payload & + 0xffffffff) + + elif instrOpCode == CMP: + cmpCodes = ["EQUAL", "NOTEQUAL", "GREATERTHAN", "LESSTHAN"] + cmpCode = (self.payload >> 8) & 0x3 + out += " | " + cmpCodes[cmpCode] + out += ", value={}".format(self.payload & 0xff) + + elif any( + [instrOpCode == op for op in [GOTO, CALL, RET, REPEAT, PREFETCH]]): + out += " | target_addr={}".format(self.payload & 2**26 - 1) + + elif instrOpCode == LOAD: + out += " | count={}".format(self.payload) + + elif instrOpCode == CUSTOM: + store_addr = self.payload & 0xFFFF + load_addr = (self.payload >> 16) & 0xFFFF + instruction = (self.payload >> 32) & 0xFF + instructionAPS = TDM_CUSTOM_DECODE[instruction] + out += " | instruction={0} ({1}), load_addr=0x{2:0x}, store_addr=0x{3:0x}".format(instruction, instructionAPS, load_addr, store_addr) + + elif instrOpCode == WRITEADDR: + addr = self.payload & 0xFFFF + value = (self.payload >> 16) & 0xFFFFFFFF + invalidate = not (self.header & 0x1) + mapTrigger = (self.header >> 2) & 0x1 + writeCrossbar = (self.header >> 1) & 0x1 + + instrStr = "WRITEADDR " + valueType = "value" + + if invalidate: + instrStr = "INVALIDATE" + valueType = "valid_mask" + + if mapTrigger: + instrStr = "STOREMEAS" + valueType = "mapping" + + if writeCrossbar: + instrStr = "WRITECB" + valuetype = "mapping" + addr = (self.payload >> 16) & 0xFFFF + value = (self.payload >> 32) & 0xFFFF + + out += "{0} | addr=0x{1:0x}, {2}=0x{3:0x}".format(instrStr, addr, valueType, value) + + elif instrOpCode == LOADCMP: + addr = self.payload & 0xFFFF + mask = (self.payload >> 16) & 0xFFFF + use_ram = (self.payload >> 48) & 0x1 + if self.decode_as_tdm and not use_ram: + out += "WAITMEAS" + else: + src = "EXT" + if use_ram: + src = "RAM" + out += "LOADCMP | source={0}, addr=0x{1:0x}, read_mask=0x{2:0x}".format(src, addr, mask) + return out + + def __eq__(self, other): + return self.header == other.header and self.payload == other.payload and self.label == other.label + + def __ne__(self, other): + return not self == other + + def __hash__(self): + return hash((self.header, self.payload, self.label)) + + @property + def address(self): + return self.payload & 0xffffffff # bottom 32-bits of payload + + @address.setter + def address(self, value): + self.payload |= value & 0xffffffff + + @property + def writeFlag(self): + return self.header & 0x1 + + @writeFlag.setter + def writeFlag(self, value): + self.header |= value & 0x1 + + @property + def opcode(self): + return self.header >> 4 + + def flatten(self): + return int((self.header << 56) | (self.payload & 0xffffffffffffff)) + + +def Waveform(addr, count, isTA, write=False, label=None): + header = (WFM << 4) | (0x3 << 2) | (write & + 0x1) #broadcast to both engines + count = int(count) + count = ((count // ADDRESS_UNIT) - 1) & 0x000fffff # 20 bit count + addr = (addr // ADDRESS_UNIT) & 0x00ffffff # 24 bit addr + payload = (PLAY << WFM_OP_OFFSET) | ((int(isTA) & 0x1) + << TA_PAIR_BIT) | (count << 24) | addr + return Instruction(header, payload, label) + + +def WaveformPrefetch(addr): + header = (WFM << 4) | (0x3 << 2) | (0x1) + payload = (WFM_PREFETCH << WFM_OP_OFFSET) | addr + return Instruction(header, payload, None) + + +def Marker(sel, state, count, write=False, label=None): + header = (MARKER << 4) | ((sel & 0x3) << 2) | (write & 0x1) + count = int(count) + four_count = ((count // ADDRESS_UNIT) - 1) & 0xffffffff # 32 bit count + count_rem = count % ADDRESS_UNIT + if state == 0: + transitionWords = {0: 0b0000, 1: 0b1000, 2: 0b1100, 3: 0b1110} + transition = transitionWords[count_rem] + else: + transitionWords = {0: 0b1111, 1: 0b0111, 2: 0b0011, 3: 0b0001} + transition = transitionWords[count_rem] + payload = (PLAY << WFM_OP_OFFSET) | (transition << 33) | ( + (state & 0x1) << 32) | four_count + return Instruction(header, payload, label) + + +def Command(cmd, payload, write=False, label=None): + header = (cmd << 4) + if isinstance(payload, int): + instr = Instruction(header, payload, label) + else: + instr = Instruction(header, 0, label, target=payload) + instr.writeFlag = write + return instr + + +def Sync(label=None): + return Command(SYNC, WAIT_SYNC << WFM_OP_OFFSET, write=True, label=label) + + +def Wait(label=None): + return Command(WAIT, WAIT_TRIG << WFM_OP_OFFSET, write=True, label=label) + + +def LoadCmp(label=None): + return Command(LOADCMP, 0, label=label) + + +def Cmp(op, value, label=None): + return Command(CMP, (op << 8) | (value & 0xff), label=label) + + +def Goto(addr, label=None): + return Command(GOTO, addr, label=label) + + +def Call(addr, label=None): + return Command(CALL, addr, label=label) + + +def Return(label=None): + return Command(RET, 0, label=label) + + +def Load(count, label=None): + return Command(LOAD, count, label=label) + + +def Repeat(addr, label=None): + return Command(REPEAT, addr, label=label) + + +def Prefetch(addr, label=None): + return Command(PREFETCH, addr) + + +def NoOp(): + return Instruction.unflatten(0xffffffffffffffff) + +# QGL instructions +def Invalidate(addr, mask, label=None): + header = WRITEADDR << 4 + payload = (mask << 16) | addr + return Instruction(header, payload, label=label) + +def WriteAddr(addr, value, label=None): + header = (WRITEADDR << 4) | 1 + payload = (value << 16) | addr + return Instruction(header, payload, label=label) + +def StoreMeas(addr, mapping, label=None): + header = (WRITEADDR << 4) | 5 + payload = (mapping << 16) | addr + return Instruction(header, payload, label=label) + +def CrossBar(addr, value, label=None): + header = (WRITEADDR << 4) | 3 + payload = (value << 32) | (addr << 16) + return Instruction(header, payload, label=label) + +def Custom(in_addr, out_addr, custom_op, label=None): + header = CUSTOM << 4 + payload = (custom_op << 32) | (in_addr << 16) | out_addr + return Instruction(header, payload, label=label) + +def MajorityVote(in_addr, out_addr, label=None): + return Custom(in_addr, out_addr, 0, label=label) + +def MajorityVoteMask(in_addr, out_addr, label=None): + return Custom(in_addr, out_addr, 1, label=label) + +def DecodeSetRounds(in_addr, out_addr, label=None): + return Custom(in_addr, out_addr, 2, label=label) + +def Decode(in_addr, out_addr, label=None): + return Custom(in_addr, out_addr, 3, label=label) + +def LoadCmpVram(addr, mask, label=None): + header = LOADCMP << 4 + payload = (1 << 48) | (mask << 16) | addr + return Instruction(header, payload, label=label) + + def preprocess(seqs, shapeLib): seqs = PatternUtils.convert_lengths_to_samples( seqs, SAMPLING_RATE, ADDRESS_UNIT, Compiler.Waveform) @@ -61,6 +521,591 @@ def preprocess(seqs, shapeLib): inject_modulation_cmds(seqs) return seqs, wfLib + +def wf_sig(wf): + ''' + Compute a signature of a Compiler.Waveform that identifies the relevant properties for + two Waveforms to be considered "equal" in the waveform library. For example, we ignore + length of TA waveforms. + ''' + if wf.isZero or wf.isTimeAmp: # 2nd condition necessary until we support RT SSB + if USE_PHASE_OFFSET_INSTRUCTION: + return (wf.amp) + else: + return (wf.amp, round(wf.phase * 2**13)) + else: + #TODO: why do we need the length? + if USE_PHASE_OFFSET_INSTRUCTION: + return (wf.key, wf.amp, wf.length) + else: + return (wf.key, round(wf.phase * 2**13), wf.amp, wf.length) + + +class ModulationCommand(object): + """docstring for ModulationCommand""" + + def __init__(self, + instruction, + nco_select, + frequency=0, + phase=0, + length=0): + super(ModulationCommand, self).__init__() + self.instruction = instruction + self.nco_select = nco_select + self.frequency = frequency + self.phase = phase + self.length = length + + def __str__(self): + out = "Modulation({}, nco_select=0x{:x}".format(self.instruction, + self.nco_select) + if self.instruction == "MODULATE": + out += ", length={})".format(self.length) + elif self.instruction == "SET_FREQ": + out += ", frequency={})".format(self.frequency) + elif self.instruction == "SET_PHASE" or self.instruction == "UPDATE_FRAME": + out += ", phase={})".format(self.phase) + else: + out += ")" + return out + + def _repr_pretty_(self, p, cycle): + p.text(str(self)) + + def __repr__(self): + return str(self) + + def to_instruction(self, write_flag=True, label=None): + #Modulator op codes + MODULATOR_OP_OFFSET = 44 + NCO_SELECT_OP_OFFSET = 40 + + op_code_map = {"MODULATE": 0x0, + "RESET_PHASE": 0x2, + "SET_FREQ": 0x6, + "SET_PHASE": 0xa, + "UPDATE_FRAME": 0xe} + payload = (op_code_map[self.instruction] << MODULATOR_OP_OFFSET) | ( + self.nco_select << NCO_SELECT_OP_OFFSET) + if self.instruction == "MODULATE": + #zero-indexed quad count + payload |= np.uint32(self.length / ADDRESS_UNIT - 1) + elif self.instruction == "SET_FREQ": + # frequencies can span -2 to 2 or 0 to 4 in unsigned + payload |= np.uint32( + (self.frequency / MODULATION_CLOCK if self.frequency > 0 else + self.frequency / MODULATION_CLOCK + 4) * 2**28) + elif (self.instruction == "SET_PHASE") | ( + self.instruction == "UPDATE_FRAME"): + #phases can span -0.5 to 0.5 or 0 to 1 in unsigned + payload |= np.uint32(np.mod(self.phase / (2 * np.pi), 1) * 2**28) + + instr = Instruction(MODULATION << 4, payload, label) + instr.writeFlag = write_flag + return instr + +def inject_modulation_cmds(seqs): + """ + Inject modulation commands from phase, frequency and frameChange of waveforms + in an IQ waveform sequence. Assume up to 2 NCOs for now. + """ + cur_freq = 0 + cur_phase = 0 + for ct,seq in enumerate(seqs): + #check whether we have modulation commands + freqs = np.unique([entry.frequency for entry in filter(lambda s: isinstance(s,Compiler.Waveform), seq)]) + if len(freqs) > 2: + raise Exception("Max 2 frequencies on the same channel allowed.") + no_freq_cmds = np.all(np.less(np.abs(freqs), 1e-8)) + phases = [entry.phase for entry in filter(lambda s: isinstance(s,Compiler.Waveform), seq)] + no_phase_cmds = np.all(np.less(np.abs(phases), 1e-8)) + frame_changes = [entry.frameChange for entry in filter(lambda s: isinstance(s,Compiler.Waveform), seq)] + no_frame_cmds = np.all(np.less(np.abs(frame_changes), 1e-8)) + no_modulation_cmds = no_freq_cmds and no_phase_cmds and no_frame_cmds + + if no_modulation_cmds: + continue + + mod_seq = [] + pending_frame_update = False + + for entry in seq: + + #copies to avoid same object having different timestamps later + #copy through BlockLabel + if isinstance(entry, BlockLabel.BlockLabel): + mod_seq.append(copy(entry)) + #mostly copy through control-flow + elif isinstance(entry, ControlFlow.ControlInstruction) or isinstance(entry, TdmInstructions.LoadCmpVramInstruction) or isinstance(entry, TdmInstructions.WriteAddrInstruction): + #heuristic to insert phase reset before trigger if we have modulation commands + if isinstance(entry, ControlFlow.Wait): + if not ( no_modulation_cmds and (cur_freq == 0) and (cur_phase == 0)): + mod_seq.append(ModulationCommand("RESET_PHASE", 0x3)) + for nco_ind, freq in enumerate(freqs): + mod_seq.append( ModulationCommand("SET_FREQ", nco_ind + 1, frequency = freq) ) + elif isinstance(entry, ControlFlow.Return): + cur_freq = 0 #makes sure that the frequency is set in the first sequence after the definition of subroutines + mod_seq.append(copy(entry)) + elif isinstance(entry, Compiler.Waveform): + if not no_modulation_cmds: + #select nco + nco_select = (list(freqs)).index(entry.frequency) + 1 + cur_freq = entry.frequency + if USE_PHASE_OFFSET_INSTRUCTION and (entry.length > 0) and (cur_phase != entry.phase): + mod_seq.append( ModulationCommand("SET_PHASE", nco_select, phase=entry.phase) ) + cur_phase = entry.phase + #now apply modulation for count command and waveform command, if non-zero length + if entry.length > 0: + mod_seq.append(entry) + # if we have a modulate waveform modulate pattern and there is no pending frame update we can append length to previous modulation command + if (len(mod_seq) > 1) and (isinstance(mod_seq[-1], Compiler.Waveform)) and (isinstance(mod_seq[-2], ModulationCommand)) and (mod_seq[-2].instruction == "MODULATE") \ + and mod_seq[-1].frequency == freqs[mod_seq[-2].nco_select - 1] and not pending_frame_update: + mod_seq[-2].length += entry.length + else: + mod_seq.append( ModulationCommand("MODULATE", nco_select, length = entry.length)) + pending_frame_update = False + #now apply non-zero frame changes after so it is applied at end + if entry.frameChange != 0: + pending_frame_update = True + #zero length frame changes (Z pulses) need to be combined with the previous frame change or injected where possible + if entry.length == 0: + #if the last is a frame change then we can add to the frame change + if isinstance(mod_seq[-1], ModulationCommand) and mod_seq[-1].instruction == "UPDATE_FRAME": + mod_seq[-1].phase += entry.frameChange + #if last entry was pulse without frame change we add frame change + elif (isinstance(mod_seq[-1], Compiler.Waveform)) or (mod_seq[-1].instruction == "MODULATE"): + mod_seq.append( ModulationCommand("UPDATE_FRAME", nco_select, phase=entry.frameChange) ) + #if this is the first entry with a wait for trigger then we can inject a frame change + #before the wait for trigger but after the RESET_PHASE + elif isinstance(mod_seq[-1], ControlFlow.Wait): + mod_seq.insert(-1, ModulationCommand("UPDATE_FRAME", nco_select, phase=entry.frameChange) ) + elif isinstance(mod_seq[-2], ControlFlow.Wait) and isinstance(mod_seq[-1], ModulationCommand) and mod_seq[-1].instruction == "SET_FREQ": + mod_seq.insert(-2, ModulationCommand("UPDATE_FRAME", nco_select, phase=entry.frameChange) ) + #otherwise drop and error if frame has been defined + else: + raise Exception("Unable to implement zero time Z pulse") + else: + mod_seq.append( ModulationCommand("UPDATE_FRAME", nco_select, phase=entry.frameChange) ) + + seqs[ct] = mod_seq + +def build_waveforms(seqs, shapeLib): + # apply amplitude (and optionally phase) and add the resulting waveforms to the library + wfLib = {} + for wf in flatten(seqs): + if isinstance(wf, Compiler.Waveform) and wf_sig(wf) not in wfLib: + shape = wf.amp * shapeLib[wf.key] + if not USE_PHASE_OFFSET_INSTRUCTION: + shape *= np.exp(1j * wf.phase) + wfLib[wf_sig(wf)] = shape + return wfLib + + +def timestamp_entries(seq): + t = 0 + for ct in range(len(seq)): + seq[ct].startTime = t + t += seq[ct].length + + +def synchronize_clocks(seqs): + # Control-flow instructions (CFIs) must occur at the same time on all channels. + # Therefore, we need to "reset the clock" by synchronizing the accumulated + # time at each CFI to the largest value on any channel + syncInstructions = [list(filter( + lambda s: isinstance(s, ControlFlow.ControlInstruction), seq)) + for seq in seqs if seq] + + # Add length to control-flow instructions to make accumulated time match at end of CFI. + # Keep running tally of how much each channel has been shifted so far. + localShift = [0 for _ in syncInstructions] + for ct in range(len(syncInstructions[0])): + step = [seq[ct] for seq in syncInstructions] + endTime = max((s.startTime + shift + for s, shift in zip(step, localShift))) + for ct, s in enumerate(step): + s.length = endTime - (s.startTime + localShift[ct]) + # localShift[ct] += endTime - (s.startTime + localShift[ct]) + # the += and the last term cancel, therefore: + localShift[ct] = endTime - s.startTime + # re-timestamp to propagate changes across the sequences + for seq in seqs: + timestamp_entries(seq) + # then transfer the control flow "lengths" back into start times + for seq in syncInstructions: + for instr in seq: + instr.startTime += instr.length + instr.length = 0 + + +def create_seq_instructions(seqs, offsets, label = None): + ''' + Helper function to create instruction vector from an IR sequence and an offset dictionary + keyed on the wf keys. + + Seqs is a list of lists containing waveform and marker data, e.g. + [wfSeq & modulationSeq, m1Seq, m2Seq, m3Seq, m4Seq] + + We take the strategy of greedily grabbing the next instruction that occurs in time, accross + all waveform and marker channels. + ''' + + # timestamp all entries before filtering (where we lose time information on control flow) + for seq in seqs: + timestamp_entries(seq) + + synchronize_clocks(seqs) + + # create (seq, startTime) pairs over all sequences + timeTuples = [] + for ct, seq in enumerate(seqs): + timeTuples += [(entry.startTime, ct) for entry in seq] + timeTuples.sort() + + # keep track of where we are in each sequence + indexes = np.zeros(len(seqs), dtype=np.int64) + + # always start with SYNC (stealing label from beginning of sequence) + # unless it is a subroutine (using last entry as return as tell) + instructions = [] + for ct, seq in enumerate(seqs): + if len(seq): + first_non_empty = ct + break + if not isinstance(seqs[first_non_empty][-1], ControlFlow.Return): + if isinstance(seqs[first_non_empty][0], BlockLabel.BlockLabel): + if not label: + label = seqs[first_non_empty][0] + timeTuples.pop(0) + indexes[first_non_empty] += 1 + instructions.append(Sync(label=label)) + label = None + + while len(timeTuples) > 0: + #pop off all entries that have the same time + entries = [] + start_time = 0 + while True: + start_time, seq_idx = timeTuples.pop(0) + entries.append((seqs[seq_idx][indexes[seq_idx]], seq_idx)) + indexes[seq_idx] += 1 + next_start_time = timeTuples[0][0] if len(timeTuples) > 0 else -1 + if start_time != next_start_time: + break + + write_flags = [True] * len(entries) + for ct, (entry, seq_idx) in enumerate(entries): + + #use first non empty sequence for control flow + if seq_idx == first_non_empty and ( + isinstance(entry, ControlFlow.ControlInstruction) or + isinstance(entry, BlockLabel.BlockLabel) or + isinstance(entry, TdmInstructions.CustomInstruction) or + isinstance(entry, TdmInstructions.WriteAddrInstruction) or + isinstance(entry, TdmInstructions.LoadCmpVramInstruction)): + if isinstance(entry, BlockLabel.BlockLabel): + # carry label forward to next entry + label = entry + continue + # control flow instructions + elif isinstance(entry, ControlFlow.Wait): + instructions.append(Wait(label=label)) + elif isinstance(entry, ControlFlow.LoadCmp): + instructions.append(LoadCmp(label=label)) + elif isinstance(entry, ControlFlow.Sync): + instructions.append(Sync(label=label)) + elif isinstance(entry, ControlFlow.Return): + instructions.append(Return(label=label)) + # target argument commands + elif isinstance(entry, ControlFlow.Goto): + instructions.append(Goto(entry.target, label=label)) + elif isinstance(entry, ControlFlow.Call): + instructions.append(Call(entry.target, label=label)) + elif isinstance(entry, ControlFlow.Repeat): + instructions.append(Repeat(entry.target, label=label)) + # value argument commands + elif isinstance(entry, ControlFlow.LoadRepeat): + instructions.append(Load(entry.value - 1, label=label)) + elif isinstance(entry, ControlFlow.ComparisonInstruction): + # TODO modify Cmp operator to load from specified address + instructions.append(Cmp(CMPTABLE[entry.operator], + entry.value, + label=label)) + elif isinstance(entry, TdmInstructions.LoadCmpVramInstruction) and entry.tdm == False: + instructions.append(LoadCmpVram(entry.addr, entry.mask, label=label)) + # some TDM instructions are ignored by the APS + elif isinstance(entry, TdmInstructions.CustomInstruction): + pass + elif isinstance(entry, TdmInstructions.WriteAddrInstruction): + if entry.instruction == 'INVALIDATE' and entry.tdm == False: + instructions.append(Invalidate(entry.addr, entry.value, label=label)) + + continue + + if seq_idx == 0: + #analog - waveforms or modulation + if isinstance(entry, Compiler.Waveform): + if entry.length < MIN_ENTRY_LENGTH: + warn("Dropping Waveform entry of length %s!" % entry.length) + continue + + instructions.append(Waveform( + offsets[wf_sig(entry)], entry.length, + entry.isTimeAmp or entry.isZero, + write=write_flags[ct], label=label)) + elif isinstance(entry, ModulationCommand): + instructions.append(entry.to_instruction( + write_flag=write_flags[ct], + label=label)) + + else: # a marker engine + if isinstance(entry, Compiler.Waveform): + if entry.length < MIN_ENTRY_LENGTH: + warn("Dropping entry!") + continue + markerSel = seq_idx - 1 + state = not entry.isZero + instructions.append(Marker(markerSel, + state, + entry.length , + write=write_flags[ct], + label=label)) + + #clear label + if len(timeTuples)>0: + label = None + + return instructions, label + +def create_instr_data(seqs, offsets, cache_lines): + ''' + Constructs the complete instruction data vector, and does basic checks for validity. + + Subroutines will be placed at least 8 cache lines away from sequences and aligned to cache line + ''' + logger = logging.getLogger(__name__) + logger.debug('') + + seq_instrs = [] + need_prefetch = len(cache_lines) > 0 + num_cache_lines = len(set(cache_lines)) + cache_line_changes = np.concatenate( + ([0], np.where(np.diff(cache_lines))[0] + 1)) + label = None + for ct, seq in enumerate(zip_longest(*seqs, fillvalue=[])): + new_instrs, label = create_seq_instructions(list(seq), offsets[cache_lines[ct]] + if need_prefetch else offsets[0], label = label) + seq_instrs.append(new_instrs) + #if we need wf prefetching and have moved waveform cache lines then inject prefetch for the next line + if need_prefetch and (ct in cache_line_changes): + next_cache_line = cache_lines[cache_line_changes[(np.where( + ct == cache_line_changes)[0][0] + 1) % len( + cache_line_changes)]] + seq_instrs[-1].insert(0, WaveformPrefetch(int( + next_cache_line * WAVEFORM_CACHE_SIZE / 2))) + #steal label if necessary + if not seq_instrs[-1][0].label: + seq_instrs[-1][0].label = seq_instrs[-1][1].label + seq_instrs[-1][1].label = None + #concatenate instructions + instructions = [] + subroutines_start = -1 + for ct, seq in enumerate(seq_instrs): + #Use last instruction being return as mark of start of subroutines + try: + if (seq[-1].header >> 4) == RET: + subroutines_start = ct + break + except: + pass + instructions += seq + + #if we have any subroutines then group in cache lines + if subroutines_start >= 0: + subroutine_instrs = [] + subroutine_cache_line = {} + CACHE_LINE_LENGTH = 128 + offset = 0 + for sub in seq_instrs[subroutines_start:]: + #TODO for now we don't properly handle prefetching mulitple cache lines + if len(sub) > CACHE_LINE_LENGTH: + warnings.warn( + "Subroutines longer than {} instructions may not be prefetched correctly") + #Don't unecessarily split across a cache line + if (len(sub) + offset > CACHE_LINE_LENGTH) and ( + len(sub) < CACHE_LINE_LENGTH): + pad_instrs = 128 - ((offset + 128) % 128) + subroutine_instrs += [NoOp()] * pad_instrs + offset = 0 + if offset == 0: + line_label = sub[0].label + subroutine_cache_line[sub[0].label] = line_label + subroutine_instrs += sub + offset += len(sub) % CACHE_LINE_LENGTH + logger.debug("Placed {} subroutines into {} cache lines".format( + len(seq_instrs[subroutines_start:]), len(subroutine_instrs) // + CACHE_LINE_LENGTH)) + #inject prefetch commands before waits + wait_idx = [idx for idx, instr in enumerate(instructions) + if (instr.header >> 4) == WAIT] + [len(instructions)] + instructions_with_prefetch = instructions[:wait_idx[0]] + last_prefetch = None + for start, stop in zip(wait_idx[:-1], wait_idx[1:]): + call_targets = [instr.target for instr in instructions[start:stop] + if (instr.header >> 4) == CALL] + needed_lines = set() + for target in call_targets: + needed_lines.add(subroutine_cache_line[target]) + if len(needed_lines) > 8: + raise RuntimeError( + "Unable to prefetch more than 8 cache lines") + for needed_line in needed_lines: + if needed_line != last_prefetch: + instructions_with_prefetch.append(Prefetch(needed_line)) + last_prefetch = needed_line + instructions_with_prefetch += instructions[start:stop] + + instructions = instructions_with_prefetch + #pad out instruction vector to ensure circular cache never loads a subroutine + pad_instrs = 7 * 128 + (128 - ((len(instructions) + 128) % 128)) + instructions += [NoOp()] * pad_instrs + + instructions += subroutine_instrs + + #turn symbols into integers addresses + resolve_symbols(instructions) + + assert len(instructions) < MAX_NUM_INSTRUCTIONS, \ + 'Oops! too many instructions: {0}'.format(len(instructions)) + + return np.fromiter((instr.flatten() for instr in instructions), np.uint64, + len(instructions)) + + +def resolve_symbols(seq): + symbols = {} + # create symbol look-up table + for ct, entry in enumerate(seq): + if entry.label and entry.label not in symbols: + symbols[entry.label] = ct + # then update + for (ct, entry) in enumerate(seq): + if entry.target: + # find next available label. The TDM may miss some labels if branches only contain waveforms (which are ignored) + for k in range(len(seq)-ct): + temp = seq[ct+k] + if temp.target in symbols: + break + entry.address = symbols[temp.target] + + +def compress_marker(markerLL): + ''' + Compresses adjacent entries of the same state into single entries + ''' + for seq in markerLL: + idx = 0 + while idx + 1 < len(seq): + if (isinstance(seq[idx], Compiler.Waveform) and + isinstance(seq[idx + 1], Compiler.Waveform) and + seq[idx].isZero == seq[idx + 1].isZero): + + seq[idx].length += seq[idx + 1].length + del seq[idx + 1] + else: + idx += 1 + + +def write_sequence_file(awgData, fileName): + ''' + Main function to pack channel sequences into an APS2 h5 file. + ''' + # Convert QGL IR into a representation that is closer to the hardware. + awgData['ch1']['linkList'], wfLib = preprocess( + awgData['ch1']['linkList'], awgData['ch1']['wfLib']) + + # compress marker data + for field in ['m1']: + if 'linkList' in awgData[field].keys(): + PatternUtils.convert_lengths_to_samples(awgData[field]['linkList'], + SAMPLING_RATE, 1, + Compiler.Waveform) + compress_marker(awgData[field]['linkList']) + else: + awgData[field]['linkList'] = [] + + #Create the waveform vectors + wfInfo = [] + wfInfo.append(create_wf_vector({key: wf.real + for key, wf in wfLib.items()}, awgData[ + 'ch1']['linkList'])) + wfInfo.append(create_wf_vector({key: wf.imag + for key, wf in wfLib.items()}, awgData[ + 'ch1']['linkList'])) + + if SAVE_WF_OFFSETS: + #create a set of all waveform signatures in offset dictionaries + #we could have multiple offsets for the same pulse becuase it could + #be repeated in multiple cache lines + wf_sigs = set() + for offset_dict in wfInfo[0][1]: + wf_sigs |= set(offset_dict.keys()) + #create dictionary linking entry labels (that's what we'll have later) with offsets + offsets = {} + for seq in awgData['ch1']['linkList']: + for entry in seq: + if len(wf_sigs) == 0: + break + if isinstance(entry, Compiler.Waveform): + sig = wf_sig(entry) + if sig in wf_sigs: + #store offsets and wavefor lib length + #time ampltidue entries are clamped to ADDRESS_UNIT + wf_length = ADDRESS_UNIT if entry.isTimeAmp else entry.length + offsets[entry.label] = ([_[sig] for _ in wfInfo[0][1]], + wf_length) + wf_sigs.discard(sig) + + #break out of outer loop too + if len(wf_sigs) == 0: + break + + #now pickle the label=>offsets + with open(os.path.splitext(fileName)[0] + ".offsets", "wb") as FID: + pickle.dump(offsets, FID) + + # build instruction vector + seq_data = [awgData[s]['linkList'] + for s in ['ch1', 'm1']] + instructions = create_instr_data(seq_data, wfInfo[0][1], wfInfo[0][2]) + + #Open the binary file + if os.path.isfile(fileName): + os.remove(fileName) + + with open(fileName, 'wb') as FID: + FID.write(b'APS3') # target hardware + FID.write(np.float32(4.0).tobytes()) # Version + FID.write(np.float32(4.0).tobytes()) # minimum firmware version + FID.write(np.uint16(2).tobytes()) # number of channels + # FID.write(np.uint16([1, 2]).tobytes()) # channelDataFor + FID.write(np.uint64(instructions.size).tobytes()) # instructions length + FID.write(instructions.tobytes()) # instructions in uint64 form + + #Create the groups and datasets + for chanct in range(2): + #Write the waveformLib to file + if wfInfo[chanct][0].size == 0: + #If there are no waveforms, ensure that there is some element + #so that the waveform group gets written to file. + #TODO: Fix this in libaps2 + data = np.array([0], dtype=np.int16) + else: + data = wfInfo[chanct][0] + FID.write(np.uint64(data.size).tobytes()) # waveform data length for channel + FID.write(data.tobytes()) + def read_sequence_file(fileName): """ Reads a HDF5 sequence file and returns a dictionary of lists. @@ -216,39 +1261,208 @@ def start_new_seq(): mod_ch1.append((time_ch1, amp_ch1)) mod_ch2.append((time_ch2, amp_ch2)) - cum_time += time_ch1 - seqs['ch1'][ct] = mod_ch1 - seqs['ch2'][ct] = mod_ch2 + cum_time += time_ch1 + seqs['ch1'][ct] = mod_ch1 + seqs['ch2'][ct] = mod_ch2 + + del seqs['mod_phase'] + + return seqs + + +def update_wf_library(filename, pulses, offsets): + """ + Update a H5 waveform library in place give an iterable of (pulseName, pulse) + tuples and offsets into the waveform library. + """ + assert USE_PHASE_OFFSET_INSTRUCTION == False + #load the h5 file + with h5py.File(filename) as FID: + for label, pulse in pulses.items(): + #create a new waveform + if pulse.isTimeAmp: + shape = np.repeat(pulse.amp * np.exp(1j * pulse.phase), 4) + else: + shape = pulse.amp * np.exp(1j * pulse.phase) * pulse.shape + try: + length = offsets[label][1] + except KeyError: + print("\t{} not found in offsets so skipping".format(pulse)) + continue + for offset in offsets[label][0]: + print("\tUpdating {} at offset {}".format(pulse, offset)) + FID['/chan_1/waveforms'][offset:offset + length] = np.int16( + MAX_WAVEFORM_VALUE * shape.real) + FID['/chan_2/waveforms'][offset:offset + length] = np.int16( + MAX_WAVEFORM_VALUE * shape.imag) + + +def tdm_instructions(seqs): + """ + Generate the TDM instructions for the given sequence. + + This assumes that there is one instruction sequence, not + a list of them (as is generally the case elsewhere). FIXME + """ + instructions = list() + label2addr = dict() # the backpatch table for labels + + label = seqs[0][0] + for seq in seqs: + seq = list(flatten(copy(seq))) + + #add sync at the beginning of the sequence. FIXME: for now, ignore subroutines. Assume that the first entry is a label + instructions.append(Sync(label=label)) + + label = None + for s in seq: + if isinstance(s, BlockLabel.BlockLabel): + #label2addr[s.label] = len(instructions) #FIXME this convert a label (A, B, ...) to the instruction number, i.e. the address (typically) + + # carry label forward to next entry + label = s + continue + + if isinstance(s, ControlFlow.Wait): + instructions.append(Wait(label=label)) + elif isinstance(s, ControlFlow.LoadCmp): + instructions.append(LoadCmp(label=label)) + + elif isinstance(s, TdmInstructions.WriteAddrInstruction) and s.tdm == True: + if s.instruction == 'INVALIDATE': + print('o INVALIDATE(channel=%s, addr=0x%x, mask=0x%x)' % + (str(s.channel), s.addr, s.value)) + instructions.append(Invalidate(s.addr, s.value, label=label)) + + elif s.instruction == 'WRITEADDR': + print('o WRITEADDR(channel=%s, addr=0x%x, value=0x%x)' % + (str(s.channel), s.addr, s.value)) + instructions.append(WriteAddr(s.addr, s.value, label=label)) + + elif s.instruction == 'STOREMEAS': + print('STOREMEAS(channel=%s, addr=0x%x, mapping=0x%x)' % + (str(s.channel), s.addr, s.value)) + instructions.append(StoreMeas(s.addr, s.value, label=label)) + else: # TODO: add CrossBar (no need for explicit QGL call for TDM) + print('UNSUPPORTED WriteAddr: %s(channel=%s, addr=0x%x, val=0x%x)' % + (s.instruction, str(s.channel), + s.addr, s.value)) + continue + + elif isinstance(s, TdmInstructions.CustomInstruction): + + if s.instruction == 'MAJORITY': + print('MAJORITY(in_addr=%x, out_addr=%x)' % + (s.in_addr, s.out_addr)) + instructions.append( + MajorityVote(s.in_addr, s.out_addr, label=label)) + elif s.instruction == 'MAJORITYMASK': + print('MAJORITYMASK(in_addr=%x, out_addr=%x)' % + (s.in_addr, s.out_addr)) + instructions.append( + MajorityVoteMask(s.in_addr, s.out_addr, label=label)) + elif s.instruction == 'TSM': + print('DECODE(in_addr=%x, out_addr=%x)' % + (s.in_addr, s.out_addr)) + instructions.append( + Decode(s.in_addr, s.out_addr, label=label)) + elif s.instruction == 'TSM_SET_ROUNDS': + print('DECODESETROUNDS(in_addr=%x, out_addr=%x)' % + (s.in_addr, s.out_addr)) + instructions.append( + DecodeSetRounds(s.in_addr, s.out_addr, label=label)) + else: #TODO: add decoder + print('UNSUPPORTED CUSTOM: %s(in_addr=0x%x, out_addr=0x%x)' % + (s.instruction, s.in_addr, s.out_addr)) + + elif isinstance(s, ControlFlow.Goto): + instructions.append(Goto(s.target, label=label)) + elif isinstance(s, ControlFlow.Repeat): + instructions.append(Repeat(s.target, label=label)) + elif isinstance(s, ControlFlow.LoadRepeat): + instructions.append(Load(s.value - 1, label=label)) + + elif isinstance(s, TdmInstructions.LoadCmpVramInstruction): + if s.instruction == 'LOADCMPVRAM' and s.tdm == True: + instructions.append( + LoadCmpVram(s.addr, s.mask, label=label)) + + elif isinstance(s, PulseSequencer.Pulse): + if s.label == 'MEAS' and s.maddr != (-1, 0): + instructions.append(CrossBar(2**s.maddr[1], 0x1, label=label)) + instructions.append(LoadCmp(label=label)) + instructions.append(StoreMeas(s.maddr[0], 1 << 16, label=label)) + + elif isinstance(s, PulseSequencer.PulseBlock): + sim_meas = [] + for k in s.pulses: + if s.pulses[k].label == 'MEAS' and s.pulses[k].maddr != (-1, 0): + sim_meas.append(s.pulses[k]) + if sim_meas: + maddr = [m.maddr[0] for m in sim_meas] + if len(set(maddr))>1: + raise Exception('Storing simultaneous measurements on different addresses not supported.') + for n,m in enumerate(sim_meas): + instructions.append(CrossBar(2**m.maddr[1], 2**n)) + instructions.append(LoadCmp(label=label)) + instructions.append(StoreMeas(maddr[0], 1 << 16)) + + elif isinstance(s, list): + # FIXME: + # If this happens, we are confused. + print('FIXME: TDM GOT LIST: %s' % str(s)) + + elif isinstance(s, ControlFlow.ComparisonInstruction): + instructions.append( + Cmp(CMPTABLE[s.operator], s.value, label=label)) + + else: + pass + # use this for debugging purposes + #print('OOPS: unhandled [%s]' % str(type(s))) + + resolve_symbols(instructions) + return np.fromiter((instr.flatten() for instr in instructions), np.uint64, + len(instructions)) + +def write_tdm_seq(seq, tdm_fileName): + #Open the HDF5 file + if os.path.isfile(tdm_fileName): + os.remove(tdm_fileName) + with h5py.File(tdm_fileName, 'w') as FID: + FID['/'].attrs['Version'] = 5.0 + FID['/'].attrs['target hardware'] = 'APS3' + FID['/'].attrs['minimum firmware version'] = 5.0 + FID['/'].attrs['channelDataFor'] = np.uint16([1, 2]) + + #Create the groups and datasets + for chanct in range(2): + chanStr = '/chan_{0}'.format(chanct + 1) + chanGroup = FID.create_group(chanStr) + FID.create_dataset(chanStr + '/waveforms', data=np.uint16([])) + #Write the instructions to channel 1 + if np.mod(chanct, 2) == 0: + FID.create_dataset(chanStr + '/instructions', data=seq) + +# Utility Functions for displaying programs + +def raw_instructions(fileName): + with open(fileName, 'rb') as FID: + target_hw = FID.read(4).decode('utf-8') + file_version = struct.unpack('offsets - with open(os.path.splitext(fileName)[0] + ".offsets", "wb") as FID: - pickle.dump(offsets, FID) - - # build instruction vector - seq_data = [awgData[s]['linkList'] - for s in ['ch1', 'm1']] - instructions = create_instr_data(seq_data, wfInfo[0][1], wfInfo[0][2]) +def replace_instructions(filename, instructions, channel = 1): + channelStr = get_channel_instructions_string(channel) + with h5py.File(filename, 'r+') as fid: + del fid[channelStr] + fid.create_dataset(channelStr, data=instructions) - #Open the binary file - if os.path.isfile(fileName): - os.remove(fileName) +def display_decompiled_file(filename, tdm = False): + raw = raw_instructions(filename) + display_decompiled_instructions(raw, tdm) - with open(fileName, 'wb') as FID: - FID.write(b'APS3') # target hardware - FID.write(np.float32(4.0).tobytes()) # Version - FID.write(np.float32(4.0).tobytes()) # minimum firmware version - FID.write(np.uint16(2).tobytes()) # number of channels - # FID.write(np.uint16([1, 2]).tobytes()) # channelDataFor - FID.write(np.uint64(instructions.size).tobytes()) # instructions length - FID.write(instructions.tobytes()) # instructions in uint64 form +def display_decompiled_instructions(raw, tdm = False, display_op_codes = True): + cmds = decompile_instructions(raw, tdm) + opcodeStr = '' + for i,a in enumerate(zip(raw,cmds)): + x,y = a + if display_op_codes: + opcodeStr = "0x{:016x} - ".format(x) + print("{:5}: {}{}".format(i, opcodeStr,y)) - #Create the groups and datasets - for chanct in range(2): - #Write the waveformLib to file - print('Channel ' + str(chanct) + ' with size ' + str(wfInfo[chanct][0].size)) - if wfInfo[chanct][0].size == 0: - #If there are no waveforms, ensure that there is some element - #so that the waveform group gets written to file. - #TODO: Fix this in libaps2 - data = np.array([0], dtype=np.int16) - else: - data = wfInfo[chanct][0] - FID.write(np.uint64(data.size).tobytes()) # waveform data length for channel - FID.write(data.tobytes()) +def display_raw_instructions(raw): + for x in raw: + print("0x{:016x}".format(x)) -def create_wf_vector(wfLib, seqs): - ''' - Helper function to create the wf vector and offsets into it. - ''' - max_pts_needed = 0 - for wf in wfLib.values(): - if len(wf) == 1: - max_pts_needed += ADDRESS_UNIT - else: - max_pts_needed += len(wf) +def display_raw_file(filename): + raw = raw_instructions(filename) + display_raw_instructions(raw) - #If we have more than fits in cache we'll need to align and prefetch - need_prefetch = max_pts_needed > WAVEFORM_CACHE_SIZE +if __name__ == '__main__': + if len(sys.argv) == 2: - idx = 0 + from PyQt5.QtWidgets import QMainWindow, QApplication, QWidget, QTableWidget, QTableWidgetItem, QVBoxLayout, QAbstractItemView, QPushButton + from PyQt5.QtGui import QIcon, QColor, QFont - if not need_prefetch: - offsets = [{}] - cache_lines = [] - #if we can fit them all in just pack - wfVec = np.zeros(max_pts_needed, dtype=np.int16) - for key, wf in wfLib.items(): - #Clip the wf - wf[wf > 1] = 1.0 - wf[wf < -1] = -1.0 - #TA pairs need to be repeated ADDRESS_UNIT times - if wf.size == 1: - wf = wf.repeat(ADDRESS_UNIT) - #Ensure the wf is an integer number of ADDRESS_UNIT's - trim = wf.size % ADDRESS_UNIT - if trim: - wf = wf[:-trim] - wfVec[idx:idx + wf.size] = np.int16(MAX_WAVEFORM_VALUE * wf) - offsets[-1][key] = idx - idx += wf.size + from matplotlib.backends.backend_qt4agg import FigureCanvasQTAgg + from matplotlib.figure import Figure - #Trim the waveform - wfVec.resize(idx) + table_font = QFont("Arial", weight=QFont.Bold) - else: - #otherwise fill in one cache line at a time - CACHE_LINE_LENGTH = int(np.round(WAVEFORM_CACHE_SIZE / 2)) - 1 - wfVec = np.zeros(CACHE_LINE_LENGTH, dtype=np.int16) - offsets = [{}] - cache_lines = [] - for seq in seqs: - #go through sequence and see what we need to add - pts_to_add = 0 - for entry in seq: - if isinstance(entry, Compiler.Waveform): - sig = wf_sig(entry) - if sig not in offsets[-1]: - pts_to_add += entry.length + colors = {"WFM": QColor(0,200,0), + "GOTO": QColor(0,100,100), + "MARKER": QColor(150,150,200)} - #If what we need to add spills over then add a line and start again - if (idx % CACHE_LINE_LENGTH) + pts_to_add > CACHE_LINE_LENGTH: - idx = int(CACHE_LINE_LENGTH * ( - (idx + CACHE_LINE_LENGTH) // CACHE_LINE_LENGTH)) - wfVec = np.append(wfVec, - np.zeros(int(CACHE_LINE_LENGTH), - dtype=np.int16)) - offsets.append({}) + class MatplotlibWidget(QWidget): + def __init__(self, I, Q, parent=None): + super(MatplotlibWidget, self).__init__(parent) + self.title = 'Waveform' + self.left = 100 + self.top = 100 + self.width = 800 + self.height = 600 + self.setWindowTitle(self.title) + self.setGeometry(self.left, self.top, self.width, self.height) - for entry in seq: - if isinstance(entry, Compiler.Waveform): - sig = wf_sig(entry) - if sig not in offsets[-1]: - wf = wfLib[sig] - wf[wf > 1] = 1.0 - wf[wf < -1] = -1.0 - #TA pairs need to be repeated ADDRESS_UNIT times - if wf.size == 1: - wf = wf.repeat(ADDRESS_UNIT) - #Ensure the wf is an integer number of ADDRESS_UNIT's - trim = wf.size % ADDRESS_UNIT - if trim: - wf = wf[:-trim] - wfVec[idx:idx + wf.size] = np.int16( - MAX_WAVEFORM_VALUE * wf) - offsets[-1][sig] = idx - idx += wf.size + self.figure = Figure() + self.canvas = FigureCanvasQTAgg(self.figure) - cache_lines.append(int(idx // CACHE_LINE_LENGTH)) + self.axis = self.figure.add_subplot(111) + self.axis.plot(I) + self.axis.plot(Q) + self.layout = QVBoxLayout(self) + self.layout.addWidget(self.canvas) + self.setLayout(self.layout) + self.canvas.draw() + self.show() - return wfVec, offsets, cache_lines -class ModulationCommand(object): - """docstring for ModulationCommand""" + class App(QWidget): - def __init__(self, - instruction, - nco_select, - frequency=0, - phase=0, - length=0): - super(ModulationCommand, self).__init__() - self.instruction = instruction - self.nco_select = nco_select - self.frequency = frequency - self.phase = phase - self.length = length + COLUMN_COUNT = 7 + def __init__(self, instructions, waveforms): + super().__init__() + self.title = 'APS3 Disassembled Instructions' + self.left = 100 + self.top = 100 + self.width = 1000 + self.height = 1200 + self.instructions = instructions + self.waveforms = waveforms + print(self.waveforms) + self.initUI() + self.plotters = [] - def __str__(self): - out = "Modulation({}, nco_select=0x{:x}".format(self.instruction, - self.nco_select) - if self.instruction == "MODULATE": - out += ", length={})".format(self.length) - elif self.instruction == "SET_FREQ": - out += ", frequency={})".format(self.frequency) - elif self.instruction == "SET_PHASE" or self.instruction == "UPDATE_FRAME": - out += ", phase={})".format(self.phase) - else: - out += ")" - return out + def initUI(self): + self.setWindowTitle(self.title) + self.setGeometry(self.left, self.top, self.width, self.height) - def _repr_pretty_(self, p, cycle): - p.text(str(self)) + self.createTable() + self.layout = QVBoxLayout() + self.layout.addWidget(self.tableWidget) + self.setLayout(self.layout) - def __repr__(self): - return str(self) + # Show widget + self.show() - def to_instruction(self, write_flag=True, label=None): - #Modulator op codes - MODULATOR_OP_OFFSET = 44 - NCO_SELECT_OP_OFFSET = 40 + def createTable(self): + # Create table + self.tableWidget = QTableWidget() + self.tableWidget.setRowCount(len(self.instructions)) + self.tableWidget.setColumnCount(7) - op_code_map = {"MODULATE": 0x0, - "RESET_PHASE": 0x2, - "SET_FREQ": 0x6, - "SET_PHASE": 0xa, - "UPDATE_FRAME": 0xe} - payload = (op_code_map[self.instruction] << MODULATOR_OP_OFFSET) | ( - self.nco_select << NCO_SELECT_OP_OFFSET) - if self.instruction == "MODULATE": - #zero-indexed quad count - payload |= np.uint32(self.length / ADDRESS_UNIT - 1) - elif self.instruction == "SET_FREQ": - # frequencies can span -2 to 2 or 0 to 4 in unsigned - payload |= np.uint32( - (self.frequency / MODULATION_CLOCK if self.frequency > 0 else - self.frequency / MODULATION_CLOCK + 4) * 2**28) - elif (self.instruction == "SET_PHASE") | ( - self.instruction == "UPDATE_FRAME"): - #phases can span -0.5 to 0.5 or 0 to 1 in unsigned - payload |= np.uint32(np.mod(self.phase / (2 * np.pi), 1) * 2**28) + for k, instr in enumerate(self.instructions): + fields = str(instr).replace(',','').replace(';', '').split(" ") + if "|" in fields: + fields.remove("|") + if fields[0] in colors: + color = colors[fields[0]] + else: + color = None + for l, f in enumerate(fields): + text = fields[l] + if text == "GOTO": + btn = QPushButton(self.tableWidget) + btn.setText('GOTO') + target_row = int(fields[1].split("=")[1]) + def scroll_to_goto_target(row=target_row, tab=self.tableWidget): + tab.scrollToItem(tab.item(row, 0)) + btn.clicked.connect(scroll_to_goto_target) + self.tableWidget.setCellWidget(k, l, btn) + if text == "WFM" and int(fields[4].split("=")[1])==0: + # Not a TA pair + btn = QPushButton(self.tableWidget) + btn.setText('WFM') + addr = int(fields[6].split("=")[1]) + count = int(fields[5].split("=")[1]) + def open_plotter(addr=None, I=self.waveforms[0][addr:addr+count], Q=self.waveforms[1][addr:addr+count]): + w = MatplotlibWidget(I,Q) + self.plotters.append(w) + btn.clicked.connect(open_plotter) + self.tableWidget.setCellWidget(k, l, btn) + else: + item = QTableWidgetItem(text) + item.setFont(table_font) + if color: + item.setBackground(color) + self.tableWidget.setItem(k, l, item) + if l < self.COLUMN_COUNT-1: + for j in range(l+1, self.COLUMN_COUNT): + item = QTableWidgetItem("") + if color: + item.setBackground(color) + self.tableWidget.setItem(k, j, item) + self.tableWidget.move(0,0) + self.tableWidget.setSelectionBehavior(QAbstractItemView.SelectRows) - instr = Instruction(MODULATION << 4, payload, label) - instr.writeFlag = write_flag - return instr + app = QApplication(sys.argv[:1]) + ex = App(read_instructions(sys.argv[1]), read_waveforms(sys.argv[1])) + sys.exit(app.exec_()) From 7edc0ed3eb2155a4eb33f068506c905a032d0b46 Mon Sep 17 00:00:00 2001 From: Billy Date: Wed, 14 Aug 2019 14:13:04 -0400 Subject: [PATCH 07/85] Working APS3 driver --- QGL/drivers/APS3Pattern.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/QGL/drivers/APS3Pattern.py b/QGL/drivers/APS3Pattern.py index db42604d..c6cf4745 100644 --- a/QGL/drivers/APS3Pattern.py +++ b/QGL/drivers/APS3Pattern.py @@ -340,7 +340,7 @@ def __str__(self): elif instrOpCode == LOADCMP: addr = self.payload & 0xFFFF - mask = (self.payload >> 16) & 0xFFFF + mask = (self.payload >> 16) & 0xFFFF7 use_ram = (self.payload >> 48) & 0x1 if self.decode_as_tdm and not use_ram: out += "WAITMEAS" @@ -405,7 +405,7 @@ def Marker(sel, state, count, write=False, label=None): header = (MARKER << 4) | ((sel & 0x3) << 2) | (write & 0x1) count = int(count) four_count = ((count // ADDRESS_UNIT) - 1) & 0xffffffff # 32 bit count - count_rem = count % ADDRESS_UNIT + count_rem = 0#count % ADDRESS_UNIT if state == 0: transitionWords = {0: 0b0000, 1: 0b1000, 2: 0b1100, 3: 0b1110} transition = transitionWords[count_rem] @@ -592,14 +592,14 @@ def to_instruction(self, write_flag=True, label=None): #zero-indexed quad count payload |= np.uint32(self.length / ADDRESS_UNIT - 1) elif self.instruction == "SET_FREQ": - # frequencies can span -2 to 2 or 0 to 4 in unsigned + # frequencies can span -4 to 4 or 0 to 8 in unsigned payload |= np.uint32( (self.frequency / MODULATION_CLOCK if self.frequency > 0 else - self.frequency / MODULATION_CLOCK + 4) * 2**28) + self.frequency / MODULATION_CLOCK + 8) * 2**27) elif (self.instruction == "SET_PHASE") | ( self.instruction == "UPDATE_FRAME"): #phases can span -0.5 to 0.5 or 0 to 1 in unsigned - payload |= np.uint32(np.mod(self.phase / (2 * np.pi), 1) * 2**28) + payload |= np.uint32(np.mod(self.phase / (2 * np.pi), 1) * 2**27) instr = Instruction(MODULATION << 4, payload, label) instr.writeFlag = write_flag @@ -1211,7 +1211,7 @@ def start_new_seq(): accumulated_phase += count * freq else: phase_rad = 2 * np.pi * (instr.payload & - 0xffffffff) / 2**28 + 0xffffffff) / 2**27 for ct in range(NUM_NCO): if (nco_select_bits >> ct) & 0x1: if modulator_opcode == 0x2: From f206919baa3b2fa0d4f6d3506097d135b58c9163 Mon Sep 17 00:00:00 2001 From: Billy Date: Tue, 20 Aug 2019 15:58:36 -0400 Subject: [PATCH 08/85] Fix error message --- QGL/ChannelLibraries.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/QGL/ChannelLibraries.py b/QGL/ChannelLibraries.py index 9a970306..b81c74bd 100644 --- a/QGL/ChannelLibraries.py +++ b/QGL/ChannelLibraries.py @@ -635,7 +635,7 @@ def set_master(self, master_instrument, trig_channel=None, pulse_length=1e-7): self.add_and_update_dict([st]) else: - raise ValueError(f"Could not determine which transmitter to set as master for {transmitter}:{trig_channel}") + raise ValueError(f"Could not determine which transmitter to set as master for {master_instrument}:{trig_channel}") def QubitFactory(label): ''' Return a saved qubit channel''' From 7a81a43a22c77f0ad4c8ea0045c3967a07573d9d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Diego=20Rist=C3=A8?= Date: Tue, 20 Aug 2019 16:05:03 -0400 Subject: [PATCH 09/85] Remove accidental commits --- QGL.egg-info/PKG-INFO | 10 ------- QGL.egg-info/SOURCES.txt | 43 ------------------------------- QGL.egg-info/dependency_links.txt | 1 - QGL.egg-info/requires.txt | 6 ----- QGL.egg-info/top_level.txt | 1 - libaps2.log | 3 --- 6 files changed, 64 deletions(-) delete mode 100644 QGL.egg-info/PKG-INFO delete mode 100644 QGL.egg-info/SOURCES.txt delete mode 100644 QGL.egg-info/dependency_links.txt delete mode 100644 QGL.egg-info/requires.txt delete mode 100644 QGL.egg-info/top_level.txt delete mode 100644 libaps2.log diff --git a/QGL.egg-info/PKG-INFO b/QGL.egg-info/PKG-INFO deleted file mode 100644 index ac9daf85..00000000 --- a/QGL.egg-info/PKG-INFO +++ /dev/null @@ -1,10 +0,0 @@ -Metadata-Version: 1.0 -Name: QGL -Version: 2.1 -Summary: UNKNOWN -Home-page: https://github.com/BBN-Q/QGL -Author: UNKNOWN -Author-email: UNKNOWN -License: UNKNOWN -Description: UNKNOWN -Platform: UNKNOWN diff --git a/QGL.egg-info/SOURCES.txt b/QGL.egg-info/SOURCES.txt deleted file mode 100644 index f82f0bad..00000000 --- a/QGL.egg-info/SOURCES.txt +++ /dev/null @@ -1,43 +0,0 @@ -README.md -setup.py -QGL/BlockLabel.py -QGL/ChannelLibraries.py -QGL/Channels.py -QGL/Cliffords.py -QGL/Compiler.py -QGL/ControlFlow.py -QGL/GSTTools.py -QGL/PatternUtils.py -QGL/Plotting.py -QGL/PulsePrimitives.py -QGL/PulseSequencePlotter.py -QGL/PulseSequencer.py -QGL/PulseShapes.py -QGL/Scheduler.py -QGL/TdmInstructions.py -QGL/Tomography.py -QGL/__init__.py -QGL/config.py -QGL/config_location.py -QGL/mm.py -QGL.egg-info/PKG-INFO -QGL.egg-info/SOURCES.txt -QGL.egg-info/dependency_links.txt -QGL.egg-info/requires.txt -QGL.egg-info/top_level.txt -QGL/BasicSequences/AllXY.py -QGL/BasicSequences/BlankingSweeps.py -QGL/BasicSequences/CR.py -QGL/BasicSequences/Decoupling.py -QGL/BasicSequences/Feedback.py -QGL/BasicSequences/FlipFlop.py -QGL/BasicSequences/RB.py -QGL/BasicSequences/Rabi.py -QGL/BasicSequences/SPAM.py -QGL/BasicSequences/StarkShift.py -QGL/BasicSequences/T1T2.py -QGL/BasicSequences/__init__.py -QGL/BasicSequences/helpers.py -QGL/drivers/APS2Pattern.py -QGL/drivers/APSPattern.py -QGL/drivers/__init__.py \ No newline at end of file diff --git a/QGL.egg-info/dependency_links.txt b/QGL.egg-info/dependency_links.txt deleted file mode 100644 index 8b137891..00000000 --- a/QGL.egg-info/dependency_links.txt +++ /dev/null @@ -1 +0,0 @@ - diff --git a/QGL.egg-info/requires.txt b/QGL.egg-info/requires.txt deleted file mode 100644 index 1f063095..00000000 --- a/QGL.egg-info/requires.txt +++ /dev/null @@ -1,6 +0,0 @@ -bbndb>=0.1 -numpy>=1.11.1 -scipy>=0.17.1 -networkx>=1.11 -bqplot>=0.11.5 -sqlalchemy>=1.2.15 diff --git a/QGL.egg-info/top_level.txt b/QGL.egg-info/top_level.txt deleted file mode 100644 index 0e533603..00000000 --- a/QGL.egg-info/top_level.txt +++ /dev/null @@ -1 +0,0 @@ -QGL diff --git a/libaps2.log b/libaps2.log deleted file mode 100644 index c41f46de..00000000 --- a/libaps2.log +++ /dev/null @@ -1,3 +0,0 @@ -- 09:25:31.325 INFO: libaps2 version: v1.3-28-g87f364b-dirty -- 09:26:38.173 INFO: libaps2 version: v1.3-28-g87f364b-dirty -- 10:26:41.780 INFO: libaps2 version: v1.3-28-g87f364b-dirty From 0fe920f4dc87977db1ab6abab39dfdbee160c045 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=3DDiego=20Rist=C3=A8?= Date: Tue, 27 Aug 2019 16:50:57 -0400 Subject: [PATCH 10/85] Add notes to channeldb --- QGL/ChannelLibraries.py | 19 ++++++++++--------- 1 file changed, 10 insertions(+), 9 deletions(-) diff --git a/QGL/ChannelLibraries.py b/QGL/ChannelLibraries.py index 3b4b818c..a5adbab8 100644 --- a/QGL/ChannelLibraries.py +++ b/QGL/ChannelLibraries.py @@ -138,14 +138,14 @@ def update_channelDict(self): def ls(self): cdb = Channels.ChannelDatabase - q = self.session.query(cdb.label, cdb.time, cdb.id).\ - order_by(Channels.ChannelDatabase.id, Channels.ChannelDatabase.label).all() + q = self.session.query(cdb.label, cdb.time, cdb.id, cdb.notes).\ + order_by(Channels.ChannelDatabase.id, Channels.ChannelDatabase.label, Channels.ChannelDatabase.notes).all() table_code = "" - for i, (label, time, id) in enumerate(q): + for i, (label, time, id, notes) in enumerate(q): y, d, t = map(time.strftime, ["%Y", "%b. %d", "%I:%M:%S %p"]) # t = time.strftime("(%Y) %b. %d @ %I:%M:%S %p") - table_code += f"{id}{y}{d}{t}{label}" - display(HTML(f"{table_code}
idYearDateTimeName
")) + table_code += f"{id}{y}{d}{t}{label}{notes}" + display(HTML(f"{table_code}
idYearDateTimeNameNotes
")) def ent_by_type(self, obj_type, show=False): q = self.session.query(obj_type).filter(obj_type.channel_db.has(label="working")).order_by(obj_type.label).all() @@ -183,7 +183,7 @@ def show(self, qubits=[]): indices = {n: i for i, n in enumerate(graph.nodes())} node_data = [{'label': str(n).replace('(','\r\n(')} for n in graph.nodes()] link_data = [{'source': indices[s], 'target': indices[t]} for s, t in graph.edges()] - + qub_objs.sort(key=lambda x: x.label) qubit_names = [q.label for q in qub_objs] @@ -225,7 +225,7 @@ def next_level(nodes, iteration=0, offset=0, accum=[]): end = widest[0]-0.6 elif i == len(qub_objs): start = sum(widest)-0.4 - end = max(x)+0.4 + end = max(x)+0.4 else: start = sum(widest[:i])-0.4 end = sum(widest[:i+1])-0.6 @@ -240,7 +240,7 @@ def show_frequency_plan(self): c_freqs[qubit.label] = qubit.frequency*1e-9 if qubit.phys_chan.generator: c_freqs[qubit.label] += qubit.phys_chan.generator.frequency*1e-9 - + m_freqs[qubit.label] = qubit.measure_chan.frequency*1e-9 if qubit.measure_chan.phys_chan.generator: m_freqs[qubit.label] += qubit.measure_chan.phys_chan.generator.frequency*1e-9 @@ -333,13 +333,14 @@ def revert(self): self.session.rollback() @check_session_dirty - def save_as(self, name): + def save_as(self, name, notes = ''): if name == "working": raise ValueError("Cannot save as `working` since that is the default working environment name...") self.commit() new_channelDatabase = bbndb.deepcopy_sqla_object(self.channelDatabase, self.session) new_channelDatabase.label = name new_channelDatabase.time = datetime.datetime.now() + new_channelDatabase.notes = notes self.commit() def add_and_update_dict(self, el): From 75944754c7c6efe27a5b989a75627c1013b26436 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Diego=20Rist=C3=A8?= Date: Mon, 9 Sep 2019 17:58:23 -0400 Subject: [PATCH 11/85] TDM input channels --- QGL/ChannelLibraries.py | 23 +++++++++++++++++++++-- QGL/drivers/APS2Pattern.py | 6 ++++-- 2 files changed, 25 insertions(+), 4 deletions(-) diff --git a/QGL/ChannelLibraries.py b/QGL/ChannelLibraries.py index 0c31fbbd..509c3dc9 100644 --- a/QGL/ChannelLibraries.py +++ b/QGL/ChannelLibraries.py @@ -423,7 +423,12 @@ def new_APS(self, label, address, **kwargs): @check_for_duplicates def new_TDM(self, label, address, **kwargs): - return Channels.Processor(label=label, model="TDM", address=address, trigger_interval=250e-6) + chans = [] + for k in range(7): # TDM has 7 digital inputs + chans.append(Channels.DigitalInput(label=f"DigitalInput-{label}-{k}", channel=k, channel_db=self.channelDatabase)) + tdm = Channels.Processor(label=label, model="TDM", address=address, trigger_interval=250e-6, channels=chans, channel_db=self.channelDatabase) + self.add_and_update_dict(tdm) + return tdm @check_for_duplicates def new_spectrum_analzyer(self, label, address, source, **kwargs): @@ -555,7 +560,7 @@ def set_qubit_connectivity(self, graph): self.add_and_update_dict(new_edges) return new_edges - def set_measure(self, qubit, transmitter, receivers, generator=None, trig_channel=None, gate=False, gate_channel=None, trigger_length=1e-7): + def set_measure(self, qubit, transmitter, receivers, generator=None, trig_channel=None, gate=False, gate_channel=None, trigger_length=1e-7, tdm_chan=None): if isinstance(transmitter, Channels.Transmitter): quads = [c for c in transmitter.channels if isinstance(c, Channels.PhysicalQuadratureChannel)] @@ -614,6 +619,20 @@ def set_measure(self, qubit, transmitter, receivers, generator=None, trig_channe meas.gate_chan = gate_chan self.add_and_update_dict([gate_chan]) + if tdm_chan: + if isinstance(tdm_chan, Channels.DigitalInput): + phys_tdm_channel = tdm_chan + else: + if not hasattr(self.channelDatabase, 'processors') or not self.channelDatabase.processors: + raise ValueError(f"No processor is defined") + elif len(self.channelDatabase.processors) > 1: + raise ValueError(f"Multiple processors are defined. Please specify digital input channel.") + else: + tdm = self.channelDatabase.processors[0] + phys_tdm_channel = tdm.get_chan(tdm_chan) + meas.processor_chan = phys_tdm_channel + self.add_and_update_dict([meas, phys_tdm_channel]) + def set_master(self, master_instrument, trig_channel=None, pulse_length=1e-7): if isinstance(master_instrument, Channels.Processor): diff --git a/QGL/drivers/APS2Pattern.py b/QGL/drivers/APS2Pattern.py index f4e5beed..7a54251b 100644 --- a/QGL/drivers/APS2Pattern.py +++ b/QGL/drivers/APS2Pattern.py @@ -1390,7 +1390,8 @@ def tdm_instructions(seqs): elif isinstance(s, PulseSequencer.Pulse): if s.label == 'MEAS' and s.maddr != (-1, 0): - instructions.append(CrossBar(2**s.maddr[1], 0x1, label=label)) + tdm_chan = m.channel.processor_chan.channel if getattr(m.channel, 'processor_chan') else 1 + instructions.append(CrossBar(2**m.maddr[1], 2**(tdm_chan-1))) instructions.append(LoadCmp(label=label)) instructions.append(StoreMeas(s.maddr[0], 1 << 16, label=label)) @@ -1404,7 +1405,8 @@ def tdm_instructions(seqs): if len(set(maddr))>1: raise Exception('Storing simultaneous measurements on different addresses not supported.') for n,m in enumerate(sim_meas): - instructions.append(CrossBar(2**m.maddr[1], 2**n)) + tdm_chan = m.channel.processor_chan.channel if getattr(m.channel, 'processor_chan') else n+1 + instructions.append(CrossBar(2**m.maddr[1], 2**(tdm_chan-1))) instructions.append(LoadCmp(label=label)) instructions.append(StoreMeas(maddr[0], 1 << 16)) From 18dc28f15d184dca6448392d4f40dfd513b439b1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Diego=20Rist=C3=A8?= Date: Tue, 10 Sep 2019 11:14:24 -0400 Subject: [PATCH 12/85] Label to Crossbar and some comments --- QGL/drivers/APS2Pattern.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/QGL/drivers/APS2Pattern.py b/QGL/drivers/APS2Pattern.py index 7a54251b..224d1158 100644 --- a/QGL/drivers/APS2Pattern.py +++ b/QGL/drivers/APS2Pattern.py @@ -1390,8 +1390,9 @@ def tdm_instructions(seqs): elif isinstance(s, PulseSequencer.Pulse): if s.label == 'MEAS' and s.maddr != (-1, 0): + # tdm_chan specifies the input channel to the TDM carrying the qubit state. Defaults to 1 tdm_chan = m.channel.processor_chan.channel if getattr(m.channel, 'processor_chan') else 1 - instructions.append(CrossBar(2**m.maddr[1], 2**(tdm_chan-1))) + instructions.append(CrossBar(2**m.maddr[1], 2**(tdm_chan-1)), label=label) instructions.append(LoadCmp(label=label)) instructions.append(StoreMeas(s.maddr[0], 1 << 16, label=label)) @@ -1405,6 +1406,7 @@ def tdm_instructions(seqs): if len(set(maddr))>1: raise Exception('Storing simultaneous measurements on different addresses not supported.') for n,m in enumerate(sim_meas): + # each tdm_chan specifies the input channel to the TDM carrying the corresponding qubit state. Default values are the first n channels tdm_chan = m.channel.processor_chan.channel if getattr(m.channel, 'processor_chan') else n+1 instructions.append(CrossBar(2**m.maddr[1], 2**(tdm_chan-1))) instructions.append(LoadCmp(label=label)) From 85ba8d6a2e384e2e205826e35348e61685d41f9d Mon Sep 17 00:00:00 2001 From: Aaron Helsinger Date: Thu, 12 Sep 2019 11:16:27 -0400 Subject: [PATCH 13/85] Ignore .json~ files --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index fcfad9a8..38d8009e 100644 --- a/.gitignore +++ b/.gitignore @@ -5,3 +5,4 @@ *.h5 *.py~ *.py# +*.json~ From 1b482ca9e17ff7c089097923552f018b4b9a1135 Mon Sep 17 00:00:00 2001 From: Aaron Helsinger Date: Thu, 12 Sep 2019 11:17:03 -0400 Subject: [PATCH 14/85] Fix *Factory method documentation and add a little error checking --- QGL/ChannelLibraries.py | 23 ++++++++++++++++++----- 1 file changed, 18 insertions(+), 5 deletions(-) diff --git a/QGL/ChannelLibraries.py b/QGL/ChannelLibraries.py index 509c3dc9..96a1a5f8 100644 --- a/QGL/ChannelLibraries.py +++ b/QGL/ChannelLibraries.py @@ -657,37 +657,50 @@ def set_master(self, master_instrument, trig_channel=None, pulse_length=1e-7): else: raise ValueError(f"Could not determine which transmitter to set as master for {master_instrument}:{trig_channel}") +# Used by QGL2, which needs a non-class member function to +# retrieve a Qubit from the CL without accessing the CL directly def QubitFactory(label): ''' Return a saved qubit channel''' + if channelLib is None: + raise Exception("No channel library initialized") channelLib.update_channelDict() cs = [c for c in channelLib.channelDatabase.channels if c.label==label] +# cs = [c for c in channelLib.channelDatabase.channels if c.label==label and isinstance(c, Channels.Qubit)] # q = channelLib.session.query(Channels.Qubit).filter(Channels.Qubit.label==label and Channels.Qubit.channel_db==channelLib.channelDatabase).all() if len(cs) == 1: return cs[0] else: - raise Exception(f"Expected to find a single qubit {label} but found {len(cs)} qubits with the same label instead.") + raise Exception(f"Expected to find a single qubit '{label}' but found {len(cs)} qubits with the same label instead.") def MeasFactory(label): - ''' Return a saved measurement channel or create a new one. ''' + ''' Return a saved measurement channel.''' + if channelLib is None: + raise Exception("No channel library initialized") channelLib.update_channelDict() cs = [c for c in channelLib.channelDatabase.channels if c.label==label] +# cs = [c for c in channelLib.channelDatabase.channels if c.label==label and isinstance(c, Channels.Measurement)] # q = channelLib.session.query(Channels.Qubit).filter(Channels.Qubit.label==label and Channels.Qubit.channel_db==channelLib.channelDatabase).all() if len(cs) == 1: return cs[0] else: - raise Exception(f"Expected to find a single measurement {label} but found {len(cs)} measurements with the same label instead.") + raise Exception(f"Expected to find a single measurement '{label}' but found {len(cs)} measurements with the same label instead.") def MarkerFactory(label): - ''' Return a saved Marker channel or create a new one. ''' + ''' Return a saved Marker channel with this label. ''' + if channelLib is None: + raise Exception("No channel library initialized") cs = [c for c in channelLib.channelDatabase.channels if c.label==label] +# cs = [c for c in channelLib.channelDatabase.channels if c.label==label and isinstance(c, Channels.LogicalMarkerChannel)] channelLib.update_channelDict() # q = channelLib.session.query(Channels.Qubit).filter(Channels.Qubit.label==label and Channels.Qubit.channel_db==channelLib.channelDatabase).all() if len(cs) == 1: return cs[0] else: - raise Exception(f"Expected to find a single marker {label} but found {len(cs)} markers with the same label instead.") + raise Exception(f"Expected to find a single marker '{label}' but found {len(cs)} markers with the same label instead.") def EdgeFactory(source, target): + if channelLib is None: + raise Exception("No channel library initialized") channelLib.update_channelDict() if channelLib.connectivityG.has_edge(source, target): return channelLib.connectivityG[source][target]['channel'] From 8edaefb6a5e05a11ab32dc273a3db6531bbbe22c Mon Sep 17 00:00:00 2001 From: Aaron Helsinger Date: Thu, 12 Sep 2019 11:17:24 -0400 Subject: [PATCH 15/85] Error check arguments to gaussian() --- QGL/PulseShapes.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/QGL/PulseShapes.py b/QGL/PulseShapes.py index 17899d33..4a6a5442 100644 --- a/QGL/PulseShapes.py +++ b/QGL/PulseShapes.py @@ -11,6 +11,10 @@ def gaussian(amp=1, length=0, cutoff=2, sampling_rate=1e9, **params): A simple gaussian shaped pulse. cutoff is how many sigma the pulse goes out ''' + if length == 0: + raise ValueError("gaussian() got 0 length") + if sampling_rate == 0: + raise ValueError("gaussian() got 0 sampling_rate") #Round to how many points we need numPts = int(np.round(length * sampling_rate)) xPts = np.linspace(-cutoff, cutoff, numPts) From 86c91ac0cf67f10500e703c5789e019c65c7dee8 Mon Sep 17 00:00:00 2001 From: Aaron Helsinger Date: Thu, 12 Sep 2019 11:17:46 -0400 Subject: [PATCH 16/85] Print PulseShapes more cleanly for debugging --- QGL/PulseSequencer.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/QGL/PulseSequencer.py b/QGL/PulseSequencer.py index 3b260634..d19027f5 100644 --- a/QGL/PulseSequencer.py +++ b/QGL/PulseSequencer.py @@ -66,7 +66,11 @@ def __str__(self): if (n not in self.ignoredStrParams and n in self.channel.pulse_params and self.channel.pulse_params[n] != v): - kwvals.append("{0}={1}".format(n, v)) + # Hack to make certain printouts prettier... + if callable(v) and v.__module__ == 'QGL.PulseShapes': + kwvals.append("{0}=<{1}>".format(n, v.__name__)) + else: + kwvals.append("{0}={1}".format(n, v)) if kwvals: kwstr = ", " + ", ".join(kwvals) else: From 95ea71ab08d7aef8594b019caa41744ab3c6a766 Mon Sep 17 00:00:00 2001 From: Aaron Helsinger Date: Thu, 12 Sep 2019 11:18:29 -0400 Subject: [PATCH 17/85] Error check instr argument to get_channels (handle getting a list of instructions). Error check return from get_channels in schedule (handle getting None) --- QGL/Scheduler.py | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/QGL/Scheduler.py b/QGL/Scheduler.py index 2bd0acc6..04c1864d 100644 --- a/QGL/Scheduler.py +++ b/QGL/Scheduler.py @@ -28,6 +28,8 @@ def schedule(seq): continue channels = get_channels(instr, channel_set) + if channels is None: + raise Exception("No channels found from 'get_channels(%s, channel_set)'" % instr) # find the most advanced counter in the channel set idx = max(counters.get(ch, 0) for ch in channels) @@ -54,8 +56,16 @@ def get_channels(instr, channel_set=None): return channel_set elif isinstance(instr, Barrier): return chanlist + elif isinstance(instr, list): + # This is a bug I think + warn("Supposed instruction is actually a %d item list" % len(instr)) + if len(instr) < 3: + for i in instr: + print(f" {i}") + return find_all_channels(instr) + # return None elif not hasattr(instr, 'channel'): - warn("instruction %s does not have a 'channel' property", instr) + warn("instruction '%s' does not have a 'channel' property" % instr) return None elif isinstance(instr.channel, Edge): return (instr.channel.source, instr.channel.target) From 667f398466c675b63db1ba04ba06488e4960f56d Mon Sep 17 00:00:00 2001 From: Aaron Helsinger Date: Fri, 13 Sep 2019 14:43:49 -0400 Subject: [PATCH 18/85] comment out debug printing of instruction-that-is-a-list; its often too verbose --- QGL/Scheduler.py | 14 +++++++++++--- 1 file changed, 11 insertions(+), 3 deletions(-) diff --git a/QGL/Scheduler.py b/QGL/Scheduler.py index 04c1864d..0bef7de6 100644 --- a/QGL/Scheduler.py +++ b/QGL/Scheduler.py @@ -59,9 +59,17 @@ def get_channels(instr, channel_set=None): elif isinstance(instr, list): # This is a bug I think warn("Supposed instruction is actually a %d item list" % len(instr)) - if len(instr) < 3: - for i in instr: - print(f" {i}") + + # For debugging, could print these, but this can be verbose + # if len(instr) < 3: + # outstr = "" + # for i in instr: + # outstr += " " + str(i) + "\n" + # if len(outstr) > 160: + # outstr += "...\n" + # break + # print(outstr, end='') + return find_all_channels(instr) # return None elif not hasattr(instr, 'channel'): From 3bd32757b5c54a3d6b4830458319433ce8baf035 Mon Sep 17 00:00:00 2001 From: Aaron Helsinger Date: Mon, 16 Sep 2019 11:33:43 -0400 Subject: [PATCH 19/85] In delay_descriptor, force delays to be an np.array so can multiply it by a float --- QGL/BasicSequences/Decoupling.py | 4 +++- QGL/BasicSequences/helpers.py | 7 +++++-- 2 files changed, 8 insertions(+), 3 deletions(-) diff --git a/QGL/BasicSequences/Decoupling.py b/QGL/BasicSequences/Decoupling.py index 85b46168..60244009 100644 --- a/QGL/BasicSequences/Decoupling.py +++ b/QGL/BasicSequences/Decoupling.py @@ -69,7 +69,9 @@ def CPMG(qubit, numPulses, pulseSpacing, calRepeats=2, showPlot=False): metafile = compile_to_hardware(seqs, 'CPMG/CPMG', axis_descriptor=[ - delay_descriptor(pulseSpacing * numPulses), + # NOTE: numPulses is often not a numpy array, so cannot multiply by a float. + # But thankfully, np.array(np.array) = np.array so this is always a good move here. + delay_descriptor(pulseSpacing * np.array(numPulses)), cal_descriptor((qubit,), calRepeats) ]) diff --git a/QGL/BasicSequences/helpers.py b/QGL/BasicSequences/helpers.py index d99f71f0..ae4a9301 100644 --- a/QGL/BasicSequences/helpers.py +++ b/QGL/BasicSequences/helpers.py @@ -1,10 +1,12 @@ # coding=utf-8 +from functools import reduce from itertools import product +import numpy as np import operator + from ..PulsePrimitives import Id, X, MEAS from ..ControlFlow import qwait -from functools import reduce def create_cal_seqs(qubits, numRepeats, measChans=None, waitcmp=False, delay=None): """ @@ -59,7 +61,8 @@ def delay_descriptor(delays, desired_units="us"): axis_descriptor = { 'name': 'delay', 'unit': desired_units, - 'points': list(scale * delays), + # Make sure delays is a numpy array so can multiply it by a float safely + 'points': list(scale * np.array(delays)), 'partition': 1 } return axis_descriptor From 0d8a7d2f7c8b2a249c29e567ba5d977f0f7628ec Mon Sep 17 00:00:00 2001 From: Rich Date: Thu, 19 Sep 2019 12:09:16 -0400 Subject: [PATCH 20/85] Update index.md --- doc/index.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/doc/index.md b/doc/index.md index ffe87785..9bfa3e40 100644 --- a/doc/index.md +++ b/doc/index.md @@ -9,6 +9,19 @@ dipole-coupled qubits in a rotating frame. In such systems, the rotation axis in the X-Y plane is determined by the pulse phase, and Z-axis rotations may be achieved through *frame updates*. +## Installation + +QGL can be cloned from GitHub: + +git clone https://github.com/BBN-Q/qgl.git + +And subsequently installed using pip: + +cd QGL +pip install -e . + +Which will automatically fetch and install all of the requirements. If you are using an anaconda python distribution, some of the requirements should be installed with conda install (like xxx for example). The packages enumerated in xxx.txt are required by QGL. + ## Channels Many early quantum processors require non-uniform control parameters to achieve From 05962c6fc7df7b8190a92fc188dece752459c43d Mon Sep 17 00:00:00 2001 From: Rich Date: Thu, 19 Sep 2019 12:25:00 -0400 Subject: [PATCH 21/85] Update index.md --- doc/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/index.md b/doc/index.md index 9bfa3e40..5f27d97f 100644 --- a/doc/index.md +++ b/doc/index.md @@ -17,7 +17,7 @@ git clone https://github.com/BBN-Q/qgl.git And subsequently installed using pip: -cd QGL +cd QGL pip install -e . Which will automatically fetch and install all of the requirements. If you are using an anaconda python distribution, some of the requirements should be installed with conda install (like xxx for example). The packages enumerated in xxx.txt are required by QGL. From b3a298ee15cca57fe7c88bac650b6168aaaef38e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Diego=20Rist=C3=A8?= Date: Thu, 19 Sep 2019 12:59:34 -0400 Subject: [PATCH 22/85] Start updating example notebooks --- QGL/PulseSequencePlotter.py | 1 - ...gle-qubit characterization sequences.ipynb | 42 +++++++++--------- doc/example.sqlite | Bin 0 -> 172032 bytes 3 files changed, 21 insertions(+), 22 deletions(-) create mode 100644 doc/example.sqlite diff --git a/QGL/PulseSequencePlotter.py b/QGL/PulseSequencePlotter.py index 23aabc6e..c396529a 100644 --- a/QGL/PulseSequencePlotter.py +++ b/QGL/PulseSequencePlotter.py @@ -143,7 +143,6 @@ def extract_waveforms(fileNames, nameDecorator='', time=False): translator = resolve_translator(fileName, translators) wfs = translator.read_sequence_file(fileName) - print(f"Sampling rate from extract_waveforms {translator.SAMPLING_RATE}") sample_time = 1.0/translator.SAMPLING_RATE if time else 1 for (k, seqs) in sorted(wfs.items()): if all_zero_seqs(seqs): diff --git a/doc/Single-qubit characterization sequences.ipynb b/doc/Single-qubit characterization sequences.ipynb index 96d04a93..f365cc4d 100644 --- a/doc/Single-qubit characterization sequences.ipynb +++ b/doc/Single-qubit characterization sequences.ipynb @@ -12,8 +12,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Initial setup\n", - "We move to the root PyQlab directory and run the startup script to import everything necessary. Since we are working in an iPython notebook we issue the ``output_notebook()`` directive to enable interactive plotting." + "## Initial setup\n" ] }, { @@ -26,30 +25,30 @@ ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "output_notebook()" + "See Auspex [example notebooks](https://github.com/BBN-Q/Auspex/tree/develop/doc/examples) on how to configure a channel library.\n", + "\n", + "For the examples in this notebook, we will use a pre-generated channel library:" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [], "source": [ - "# create a channel library object, which loads qubit configurations from file.\n", - "# By default, we look for the BBN_MEAS_FILE environment variable for the location of the\n", - "# YAML configuration. Calling ChannelLibrary with no arguments will load the file from\n", - "# that location.\n", - "cl = ChannelLibrary()\n", + "cl = ChannelLibrary(db_resource_name=\"./example.sqlite\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Initialize a new qubit named `q1` and assign it to variable `q`.\n", "\n", - "# Altneratively you can specify the desired configuration file location.\n", - "# cl = ChannelLibrary(library_file=\"/path/to/measure.yaml\")" + "*(Note that q1 was already defined in the example channel library, ignore the message that a database item with this name already exists.)*" ] }, { @@ -58,14 +57,14 @@ "metadata": {}, "outputs": [], "source": [ - "q = QubitFactory(\"q1\") #initialize qubit, e.g. \"q1\", \"q2\", etc." + "q = cl.new_qubit('q1') #initialize qubit, e.g. \"q1\", \"q2\", etc. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "#Sequences" + "# Sequences" ] }, { @@ -117,7 +116,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "##Coherence Time Measurements\n", + "### Coherence Time Measurements\n", "### T$_1$\n", "T$_1$ can be measured with an inversion recovery variable delay experiment. The sequence helper function tacks on calibration experiments that can be controlled with the ``calRepeats`` keyword argument." ] @@ -135,7 +134,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "###T$_2$\n", + "### T$_2$\n", + "\n", "T$_2^*$ is usually characterized with a 90-delay-90 experiment where as the Hahn echo removes low frequency noise and that causes incoherent loss and recovers something closer to the true T$_2$. The delay parameter is the pulse spacing and so the total effective delay in the Hahn echo will be 2 times this plus the 180 pulse length." ] }, @@ -174,7 +174,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.0" + "version": "3.7.3" } }, "nbformat": 4, diff --git a/doc/example.sqlite b/doc/example.sqlite new file mode 100644 index 0000000000000000000000000000000000000000..358221c764362e91fedc278d745ad919979c7ba6 GIT binary patch literal 172032 zcmeI*U2Gf4VF&PCO4O2+#IK9jZhbZf&Ro5Kl1!12cio)+HiXaFl z=+~#|m;X3U4@UhL^t%{1?ss@XI6e1Ll*W$8@31s!`M2`_$nPYcjeTeAt?0X>Z;ZSb zF~oxSg?<x6H@B1>2lG6#s4B%-eQ=L{LT&Zj~)KXP53{vxXSqb!Yb=@KxAyn6iMboMjM^hG7Ru@=m zFRZ9*cE}k{)gpG)td$4Fsk(84R)Mmxy1J6f=DFJ0iI}PfZ4I+b8kTvh)v1rgi@C*1 z%1kFC{>_&2%FNs;C6i7k(whgy-3Ge3;a0-BUUP`$UM6rj!Bs&ZVn7W%QtlJ!t#U$2 z9XTT2d#2rSOj=bXx8HP*#<^UTI^hE{#f&mNEt!SQhlFL+zJ08HO5f;)-XJyIApI}k z=(P6+``Auee#UpG@n8@1%QfH>TK!sFN*z2X-kEAMx4VSbGZH+o*IoLLNx|MWb7syR z6KYzKcCpZbs(n4RTKB`$VpEUJUD`Ma?GuICCcEHu2XpZW$d*Gwc%4S-6CJt zs5WV6bYda3R_Gl$v*3sqhV6|TfkJdg43;G?KK$-{(qMz+^01qFi%U}K&>`_2aqF#I zvdyMdBL4RnS7UzYsNCVS1X>`~Qtnb^C! z*jgKtQnRz--LJTHVK?YtY&Gkeq19TqiPigB;_9Y1_KDZgo{~RG6W>~hy0hHfRhLzB z9AY#z$D}>kKN{mGyWv3e$M>zTj<%Nyl8dMtbn(}$6T|5qMLEQ7_!CEDgLa+JA>Vda zmE7q5p=qVoh?JU|5;xDc`@Xv!Xs_f)Iahym|L~iZ-dTt)OwLE7)ZxS8)@ApmY%$}m zN;?N5+^svoyRA_+@@_PXy2CBfSSY&`w{h^7GF8p4s&p&mkI`IZg_K}Ulu{>8id!kS z1YT|WYm=Ur5w0{nk-IGum!WM-Ov7|YXBoi?O0!INs0TkqpY|W1Px~e(>9Z*RRG|Ox zfB*y_009U<00Izz00bZa0SG|gBPQ^?7!?j?g`1{zT{kN8bD49qbLVC==akI+OD}%z zrMa`GUwHBCxw9{@{XhMoKOPW(00bZa0SG_<0uX=z1Rwwb2t36C*#AGpm5ZW500Izz z00bZa0SG_<0uX=z1Uv!k|Irj6009U<00Izz00bZa0SG_<0#CmH_Ww_R9ixO0fB*y_ z009U<00Izz00bZa0qp^i2-WL_l9EsP= zieA!cbKkPi&XQ+V!KF{IUz-b^M^b6+GuKJOLHiJS5`l7nPX!+T`t24 z5Zy(p7mkhYBGvq{kzJ(9oQUkE0GZj$gcuc4`{NtUqV8;D@bmvC+kJ6&2tWV=5P$## zAOHafKmY;|fWYGr!2bVnDB~UwfB*y_009U<00Izz00bZafhQ|~{r{8o$K4?S0SG_< z0uX=z1Rwwb2tWV=k3#_a|Hq+>dq4mJ5P$##AOHafKmY;|fB*!ZtN`2pN91n{@{i~f z9uR;41Rwwb2tWV=5P$##AOHafe82+dA`?O?cJhQ6O$kE$qFK8=&z^3YmQ%fW_1xUt zocsJ@c6M&=-0b|@g81p^yFzB}^2OWd#NJag15V8ZPi6c6NwFZvmy>TKQxktTzL9t~ z_MNe}qVJBrG4fu-5DVfLKH!2sWtZQYnv_!0)8d_$qZMm}ekiA2q#q@zn?~R;xmd_$ z*K*2Qc3~x_1R|7~L|iW`%lWn3Qm&xnSJ#yMD=RCfltkRn>O^@pTUfl9ebb>Jhc-qNSr_~5oD%%a!`!G+Rmz6+YSJy4F5kf^jNR@tw zs!DM*WnpD?fu;7sin?ZpoZ(b0Vpq*tc~G3H8}#E=9c5v4btRY0bG5S*F;x%R8fKX^ zEb~^YQy+^LbBmXhnNCLhn=R*+nYmL+CY?^CHxG=v4RmwEt%P;G<`B!hOyF>WtAaqp zfEswD+$Yjo<%E}S!#ZhEvxz^>oQb(j{Pm1m zM#s_&yZtf8fx|dg)tCm#p&r+GMXe zmOZK(FB5xL7h7v%QfhWqy!#cmF6;&!jICx}GqhUkHnDnNOI+Rb#y;^n+EemJY2sT8 zQFoTRyXvxPjzf&5=9si6`$uCOWj7p%{`kK2)zS7+L2?mwgD(D>?8EB2M^O&38~(%* z*`Qq~bjY{eRV6pNe`s2%H6o>^ro_$j?Y{4B2ihz7QO?z0-9P-MrFRyh3zPE^DRua; zxOLgRDO=3AtJ2QF2zTpF@NR3AjlAxs-gApI7RoNgZ5;fiOjWb1D&0!?V>DM;Atjg- zrPRrj;#SHnfmfUU+N9@Ygey%?G7`i2GA53vDo!|i^w(f3M+nck{ z#gG@}?VcG$pDkR`yrq^jOQkCzx<}i-f9}ScjgaUvp>w^vp==VPL&TzArjh^Q5^fT_Jb?XH;kCfQbD#ZKt2`-mj;4ZVt>ZRNE zIxF@^Y!39zjN>0`FY^w#8Ft5oW{nPW-J=6sw!7g2a?akV>Nl_y>HhPkUUsS>!_vB0 ztC=^|VEwRyd%^6gs=2;Sn_73zQYIzZgW20J>bh2<>(gD$fe$&F(V=Spes|LU!}gm| zbiyyu9&EDrquK`_=af3Z1CTy|J$lHdFYtar&zl+EhCXbhV}FaOLM(S!wAi|0`vl`B zY43dfT_e|7s#qzadb0 zJ#Ce%8o!6LW)U_3?$ngL_#N8=pB=721fn|4EVw%2^2?nW-jwdCvipY88|{^l{|C(c z?;qnDkstcRTTtLf8R7HkE(Qr&7}F}NHDXlglo0mwBzNzo8x@tUzC%VL_EQS>H`-L2 zK7}PPn)Mdq)px~3l+IT1Ui8u0wd6T~F zy?p{4w8jaq|T8 zdiQ;AZ$B8kH&-a`wD19v?f*sjPX+o94+ua20uX=z1Rwwb2tWV=5P$##9<#u@_>6EM zwqMR2ij2nNaZxyYXg2=ZSvB+8**QzQc}nU2yr_Ii@qf%pf4X#wzD-VlMQc>}oge&@ zP%i5g`ul?P2ZVn3YiF;zzjS@o{iSQuYXATL?+Nmc9OfBxCCZ~yYS z#aVx2e@5(_7Vn&v={+supT^!XVDA&K{lBnph`CX82tWV=5P$##AOHafKmY;|fWQz4 zVE;b^m5d@n00Izz00bZa0SG_<0uX?}&M$ z_Wwgr$tWTOAOHafKmY;|fB*y_009ULy#V(AL*E1d009U<00Izz00bZa0SG_<0z)7$ znfRFyk9=2{_?yHf=`Y8A68+ccOCxVazMGUME{a6Bn)sz~X_pN2O7ssF3PR#%klWEiF08C(DR2O}WEzfT)>MY^fvfi1 ztiRRlAu09Q&x&_iu2rMjvRQ@IHS0RDylM*#Ji_^fCK(`E(Hx={o9pYu3XyVS>$;)d z)XPpaB!Nvfn#7?Urimw~0RzvLftc z(le}?O{YQsS>~;lJ4Pkan_qucN~KcbombrK-L!OvxKE$rGUo;j=ohR#8(O{7rn!o% zSZ1@)H&!c`)iUi?%EIdEN-mq{PJP7kF`~tbxy4J$Oy@Ssd1Yqql#)r)Ua`3}C8Z7? 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Calling ChannelLibrary with no arguments will load the file from\n", - "# that location.\n", - "cl = ChannelLibrary()\n", + "See Auspex [example notebooks](https://github.com/BBN-Q/Auspex/tree/develop/doc/examples) on how to configure a channel library.\n", "\n", - "# Altneratively you can specify the desired configuration file location.\n", - "# cl = ChannelLibrary(library_file=\"/path/to/measure.yaml\")" + "For the examples in this notebook, we will use a pre-generated channel library:" ] }, { @@ -46,9 +34,7 @@ "metadata": {}, "outputs": [], "source": [ - "q1 = QubitFactory(\"q1\") #initialize qubit, e.g. \"q1\", \"q2\", etc.\n", - "q2 = QubitFactory(\"q2\")\n", - "CR = QubitFactory(\"CR12\") #drive for CR gate" + "cl = ChannelLibrary(db_resource_name=\"./example.sqlite\")" ] }, { @@ -57,7 +43,8 @@ "metadata": {}, "outputs": [], "source": [ - "showPlot = False" + "q1 = cl.new_qubit(\"q1\") #initialize qubit, e.g. \"q1\", \"q2\", etc.\n", + "q2 = cl.new_qubit(\"q2\")" ] }, { @@ -66,11 +53,7 @@ "metadata": {}, "outputs": [], "source": [ - "\"\"\" Simultaneous drive and/or measurement \"\"\"\n", - "RabiPoints = 101;\n", - "DoRabiQ1 = 1; DoMeasQ1 = 1; #select combination of drive and measurement pulses to check for crosstalk\n", - "DoRabiQ2 = 1; DoMeasQ2 = 1;\n", - "RabiAmp_TwoQubits(q1,q2,DoRabiQ1*np.linspace(0,1,RabiPoints), DoRabiQ2*np.linspace(0,1,RabiPoints),docals=1,meas=[DoMeasQ1,DoMeasQ2],showPlot=showPlot)" + "CR = cl.new_edge(q1, q2) # declare that q1 and q2 are connected in order to define a two-qubit gate" ] }, { @@ -79,7 +62,9 @@ "metadata": {}, "outputs": [], "source": [ - "\"\"\" Two-qubit gates (in progress) \"\"\"" + "\"\"\" Simultaneous drive and/or measurement \"\"\"\n", + "RabiPoints = 101;\n", + "RabiAmp_NQubits((q1,q2),np.linspace(0,1,RabiPoints),docals=True,measChans=(q1,q2),showPlot=True)" ] }, { @@ -88,8 +73,7 @@ "metadata": {}, "outputs": [], "source": [ - "\"\"\" Pi-Rabi sequence with variable length CR pulse \"\"\"\n", - "PiRabi(q2,q1,CR,20e-9*np.arange(2,51),showPlot=False)" + "\"\"\" Two-qubit gates \"\"\"" ] }, { @@ -99,7 +83,7 @@ "outputs": [], "source": [ "\"\"\" Echo-CR sequence with variable length CR pulse \"\"\"\n", - "EchoCRLen(q2,q1,CR,20e-9*np.arange(2,51),showPlot=False)" + "EchoCRLen(q2,q1,20e-9*np.arange(2,51),showPlot=False)" ] }, { @@ -109,7 +93,7 @@ "outputs": [], "source": [ "\"\"\" Echo-CR sequence with variable phase CR pulse \"\"\"\n", - "EchoCRPhase(q2,q1,CR,np.linspace(0,2*np.pi,60),length=20e-9, showPlot=False)" + "EchoCRPhase(q2,q1,np.linspace(0,2*np.pi,60),length=20e-9, showPlot=False)" ] }, { @@ -136,7 +120,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.0" + "version": "3.6.5" } }, "nbformat": 4, From 1f261204e1f3bdca3e0399873e5bea689aedb4bd Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Diego=20Rist=C3=A8?= Date: Fri, 20 Sep 2019 09:31:58 -0400 Subject: [PATCH 24/85] Make CNOT work in example --- .../Generate channel library-checkpoint.ipynb | 6 ++ doc/Generate channel library.ipynb | 92 ++++++++++++++++++ doc/Two-qubit sequences.ipynb | 13 +-- doc/example.sqlite | Bin 172032 -> 172032 bytes 4 files changed, 101 insertions(+), 10 deletions(-) create mode 100644 doc/.ipynb_checkpoints/Generate channel library-checkpoint.ipynb create mode 100644 doc/Generate channel library.ipynb diff --git a/doc/.ipynb_checkpoints/Generate channel library-checkpoint.ipynb b/doc/.ipynb_checkpoints/Generate channel library-checkpoint.ipynb new file mode 100644 index 00000000..2fd64429 --- /dev/null +++ b/doc/.ipynb_checkpoints/Generate channel library-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/doc/Generate channel library.ipynb b/doc/Generate channel library.ipynb new file mode 100644 index 00000000..d5f81b20 --- /dev/null +++ b/doc/Generate channel library.ipynb @@ -0,0 +1,92 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Channel library\n", + "\n", + "This code to generate a sample channel library and stores it in the database `example.sqlite`. This channel library is used in the examples in this directory. " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "A database item with the name q1 already exists. Updating parameters of this existing item instead.\n", + "A database item with the name q2 already exists. Updating parameters of this existing item instead.\n", + "The edge q1->q2 already exists: using this edge.\n", + "A database item with the name BBNAPS1 already exists. Updating parameters of this existing item instead.\n", + "A database item with the name BBNAPS2 already exists. Updating parameters of this existing item instead.\n", + "A database item with the name BBNAPS3 already exists. Updating parameters of this existing item instead.\n", + "A database item with the name BBNAPS4 already exists. Updating parameters of this existing item instead.\n", + "A database item with the name X6_1 already exists. Updating parameters of this existing item instead.\n", + "A database item with the name Holz1 already exists. Updating parameters of this existing item instead.\n", + "A database item with the name Holz2 already exists. Updating parameters of this existing item instead.\n", + "The measurement M-q1 already exists: using this measurement.\n", + "The Receiver trigger ReceiverTrig-q1 already exists: using this channel.\n", + "The measurement M-q2 already exists: using this measurement.\n", + "The Receiver trigger ReceiverTrig-q2 already exists: using this channel.\n", + "The slave trigger slave_trig already exists: using this trigger.\n" + ] + } + ], + "source": [ + "from QGL import *\n", + "\n", + "cl = ChannelLibrary(db_resource_name=\"./example.sqlite\")\n", + "q1 = cl.new_qubit(\"q1\")\n", + "q2 = cl.new_qubit(\"q2\")\n", + "CNOT12 = cl.new_edge(q1, q2)\n", + "aps2_1 = cl.new_APS2(\"BBNAPS1\", address=\"192.168.5.101\") \n", + "aps2_2 = cl.new_APS2(\"BBNAPS2\", address=\"192.168.5.102\")\n", + "aps2_3 = cl.new_APS2(\"BBNAPS3\", address=\"192.168.5.103\") \n", + "aps2_4 = cl.new_APS2(\"BBNAPS4\", address=\"192.168.5.104\")\n", + "dig_1 = cl.new_X6(\"X6_1\", address=0)\n", + "h1 = cl.new_source(\"Holz1\", \"HolzworthHS9000\", \"HS9004A-009-1\", power=-30)\n", + "h2 = cl.new_source(\"Holz2\", \"HolzworthHS9000\", \"HS9004A-009-2\", power=-30) \n", + "cl.set_control(q1, aps2_1, generator=h1)\n", + "cl.set_measure(q1, aps2_2, dig_1.ch(1), generator=h2)\n", + "cl.set_control(q2, aps2_3, generator=h1)\n", + "cl.set_measure(q2, aps2_4, dig_1.ch(2), generator=h2)\n", + "cl.set_master(aps2_1, aps2_1.ch(\"m2\"))\n", + "cl.set_control(CNOT12, aps2_1, generator=h1)\n", + "cl[\"q1\"].measure_chan.frequency = 0e6\n", + "cl.commit()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/doc/Two-qubit sequences.ipynb b/doc/Two-qubit sequences.ipynb index 63cd4359..01e71fbc 100644 --- a/doc/Two-qubit sequences.ipynb +++ b/doc/Two-qubit sequences.ipynb @@ -83,7 +83,7 @@ "outputs": [], "source": [ "\"\"\" Echo-CR sequence with variable length CR pulse \"\"\"\n", - "EchoCRLen(q2,q1,20e-9*np.arange(2,51),showPlot=False)" + "EchoCRLen(q1,q2,20e-9*np.arange(2,51),showPlot=False)" ] }, { @@ -93,15 +93,8 @@ "outputs": [], "source": [ "\"\"\" Echo-CR sequence with variable phase CR pulse \"\"\"\n", - "EchoCRPhase(q2,q1,np.linspace(0,2*np.pi,60),length=20e-9, showPlot=False)" + "EchoCRPhase(q1,q2,np.linspace(0,2*np.pi,60),length=20e-9, showPlot=False)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -120,7 +113,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.5" + "version": "3.7.3" } }, "nbformat": 4, diff --git a/doc/example.sqlite b/doc/example.sqlite index 358221c764362e91fedc278d745ad919979c7ba6..7facb43ed58303bf987b6d38fd113150a6c60d6d 100644 GIT binary patch delta 1419 zcma)+Z)h839LJyMxx3t5?$0lmUYa!j+>(PjB(--*i|$2-t5^}#E^ZTa=rVh3#kMYK zIyyy@Oc^qQPFp#Uje+&$_Cg~oj

5CJcx8M$s2)J8+ZP(bXw*Vy#av20|;d$Nl-< z@Avurd49)p<%{0(Mep$l-tu0w7jOAw@5k>lacOpfKfXDt)Rbe&fYPIc)jw~5}KwO_Ia57~vCg~9!) zyroAulnjW&c5Za6U=Q0P#V4uNh)k4DZSrJN!xAuS`+kY;;u;>%M8mr0pM zt7}ZJMgciSP!PwzW*D zKB}f_Y$CK4TF=l<4BGX*8){vb$DMCeEhbS4Yyi?Xz_k27ljL2ddDNB@yMTSptLJge zNcdg1*fivI{Z8+=fNPz);LRfNt9z7Rl%jl8`dZrK&C<`g)vF%iem)0n=AN=lA zma(;Y*Wq`rbyl}lncVQf$-Zs3>D1^^$Ydkg2JjW^7*vDa4$c%Q(-5D(R^6;@|jF2v%O!c;U@#z3_K#VJEwS z&oKUi&xNONEaMn4d@zn+32ws;_z}K^ui!Gwz-Mq8rr<-mt&Twj#_3Y};ZZ)~L3B%D zh7Z>T@wB-@^n~1}z_&JtK!ec#C0go)GXvytx@oT>xC7VWd$>w-&p=oTN=Ot0L8LcD z@;ALqU%!vUeFA|c1b@L&P1`gNI?)Ism>`ADjldj&MVOA-P delta 326 zcmWNLy-Pw-7{=fC+@oGU&Ux-FH!TeVr>Loaz@;r*oFW?9qj0L_($ExSHe4DU0{?-y z(1j2`hK82LhM;Ik3xpC8!W25w3%}?0@Vs6(;dK+W3>Po6B`)6XH7_hj^{!&ImB4kb zRnTjcPHllY;SqI%&Jfnu`M}FzjZ(Toc*Q+@R8iIy#Px^n>4rYnCq~`Wb|IF`6r|0* z+u^K#+~z1iTAwgRKXCIe2>Us)>_ize!px9wxMohUAZ0FNL>L)7fIr$6i-F9~ xb4g4|U`QBZY@&ChBPmI7))6I%Ntj+VPIsP=j@g Date: Fri, 20 Sep 2019 09:36:08 -0400 Subject: [PATCH 25/85] Removing some outdated examples --- doc/Generate channel library.ipynb | 28 +- doc/QGL_PulseShapes.ipynb | 1246 ---------------------------- doc/Tomography_Example.ipynb | 825 ------------------ 3 files changed, 3 insertions(+), 2096 deletions(-) delete mode 100644 doc/QGL_PulseShapes.ipynb delete mode 100644 doc/Tomography_Example.ipynb diff --git a/doc/Generate channel library.ipynb b/doc/Generate channel library.ipynb index d5f81b20..3fd92988 100644 --- a/doc/Generate channel library.ipynb +++ b/doc/Generate channel library.ipynb @@ -6,36 +6,14 @@ "source": [ "### Channel library\n", "\n", - "This code to generate a sample channel library and stores it in the database `example.sqlite`. This channel library is used in the examples in this directory. " + "This code to generate a sample channel library and stores it in the database `example.sqlite`. This channel library is used in the examples in this directory. See Auspex [example notebooks](https://github.com/BBN-Q/Auspex/tree/develop/doc/examples) for documentation. " ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "A database item with the name q1 already exists. Updating parameters of this existing item instead.\n", - "A database item with the name q2 already exists. Updating parameters of this existing item instead.\n", - "The edge q1->q2 already exists: using this edge.\n", - "A database item with the name BBNAPS1 already exists. Updating parameters of this existing item instead.\n", - "A database item with the name BBNAPS2 already exists. Updating parameters of this existing item instead.\n", - "A database item with the name BBNAPS3 already exists. Updating parameters of this existing item instead.\n", - "A database item with the name BBNAPS4 already exists. Updating parameters of this existing item instead.\n", - "A database item with the name X6_1 already exists. Updating parameters of this existing item instead.\n", - "A database item with the name Holz1 already exists. Updating parameters of this existing item instead.\n", - "A database item with the name Holz2 already exists. Updating parameters of this existing item instead.\n", - "The measurement M-q1 already exists: using this measurement.\n", - "The Receiver trigger ReceiverTrig-q1 already exists: using this channel.\n", - "The measurement M-q2 already exists: using this measurement.\n", - "The Receiver trigger ReceiverTrig-q2 already exists: using this channel.\n", - "The slave trigger slave_trig already exists: using this trigger.\n" - ] - } - ], + "outputs": [], "source": [ "from QGL import *\n", "\n", diff --git a/doc/QGL_PulseShapes.ipynb b/doc/QGL_PulseShapes.ipynb deleted file mode 100644 index 18c1e89b..00000000 --- a/doc/QGL_PulseShapes.ipynb +++ /dev/null @@ -1,1246 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Creating custom pulse shapes" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from QGL import *" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import sys" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "

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connected so cannot send \"+t);t.send(this.socket)},t.prototype.send_with_reply=function(t){var e=this,n=new i.Promise(function(n,i){e._pending_replies[t.msgid()]=[n,i],e.send(t)});return n.then(function(t){if(\"ERROR\"===t.msgtype())throw new Error(\"Error reply \"+t.content.text);return t},function(t){throw t})},t.prototype._pull_doc_json=function(){var t=s.Message.create(\"PULL-DOC-REQ\",{}),e=this.send_with_reply(t);return e.then(function(t){if(!(\"doc\"in t.content))throw new Error(\"No 'doc' field in PULL-DOC-REPLY\");return t.content.doc},function(t){throw t})},t.prototype._repull_session_doc=function(){var t=this;null==this.session?r.logger.debug(\"Pulling session for first time\"):r.logger.debug(\"Repulling session\"),this._pull_doc_json().then(function(e){if(null==t.session)if(t.closed_permanently)r.logger.debug(\"Got new document after connection was already closed\");else{var n=o.Document.from_json(e),i=o.Document._compute_patch_since_json(e,n);if(i.events.length>0){r.logger.debug(\"Sending \"+i.events.length+\" changes from model construction back to server\");var a=s.Message.create(\"PATCH-DOC\",{},i);t.send(a)}t.session=new l.ClientSession(t,n,t.id),r.logger.debug(\"Created a new session from new pulled doc\"),null!=t._on_have_session_hook&&(t._on_have_session_hook(t.session),t._on_have_session_hook=null)}else t.session.document.replace_with_json(e),r.logger.debug(\"Updated existing session with new pulled doc\")},function(t){throw t}).catch(function(t){null!=console.trace&&console.trace(t),r.logger.error(\"Failed to repull session \"+t)})},t.prototype._on_open=function(t,e){var n=this;r.logger.info(\"Websocket connection \"+this._number+\" is now open\"),this._pending_ack=[t,e],this._current_handler=function(t){n._awaiting_ack_handler(t)}},t.prototype._on_message=function(t){null==this._current_handler&&r.logger.error(\"Got a message with no current handler set\");try{this._receiver.consume(t.data)}catch(t){this._close_bad_protocol(t.toString())}if(null!=this._receiver.message){var e=this._receiver.message,n=e.problem();null!=n&&this._close_bad_protocol(n),this._current_handler(e)}},t.prototype._on_close=function(t){var e=this;r.logger.info(\"Lost websocket \"+this._number+\" connection, \"+t.code+\" (\"+t.reason+\")\"),this.socket=null,null!=this._pending_ack&&(this._pending_ack[1](new Error(\"Lost websocket connection, \"+t.code+\" (\"+t.reason+\")\")),this._pending_ack=null);for(var n=function(){for(var t in e._pending_replies){var n=e._pending_replies[t];return delete e._pending_replies[t],n}return null},i=n();null!=i;)i[1](\"Disconnected\"),i=n();this.closed_permanently||this._schedule_reconnect(2e3)},t.prototype._on_error=function(t){r.logger.debug(\"Websocket error on socket \"+this._number),t(new Error(\"Could not open websocket\"))},t.prototype._close_bad_protocol=function(t){r.logger.error(\"Closing connection: \"+t),null!=this.socket&&this.socket.close(1002,t)},t.prototype._awaiting_ack_handler=function(t){var e=this;\"ACK\"===t.msgtype()?(this._current_handler=function(t){return e._steady_state_handler(t)},this._repull_session_doc(),null!=this._pending_ack&&(this._pending_ack[0](this),this._pending_ack=null)):this._close_bad_protocol(\"First message was not an ACK\")},t.prototype._steady_state_handler=function(t){if(t.reqid()in this._pending_replies){var e=this._pending_replies[t.reqid()];delete this._pending_replies[t.reqid()],e[0](t)}else this.session.handle(t)},t}();n.ClientConnection=h,n.pull_session=function(t,e,n){var o;return new i.Promise(function(i,s){return(o=new h(t,e,n,function(t){try{i(t)}catch(e){throw r.logger.error(\"Promise handler threw an error, closing session \"+e),t.close(),e}},function(){s(new Error(\"Connection was closed before we successfully pulled a session\"))})).connect().then(function(t){},function(t){throw r.logger.error(\"Failed to connect to Bokeh server \"+t),t})})}},function(t,e,n){var i=t(14),r=t(47),o=t(245),s=function(){function t(t,e,n){var i=this;this._connection=t,this.document=e,this.id=n,this._document_listener=function(t){return i._document_changed(t)},this.document.on_change(this._document_listener),this.event_manager=this.document.event_manager,this.event_manager.session=this}return t.prototype.handle=function(t){var e=t.msgtype();\"PATCH-DOC\"===e?this._handle_patch(t):\"OK\"===e?this._handle_ok(t):\"ERROR\"===e?this._handle_error(t):i.logger.debug(\"Doing nothing with message \"+t.msgtype())},t.prototype.close=function(){this._connection.close()},t.prototype.send_event=function(t){var e=o.Message.create(\"EVENT\",{},JSON.stringify(t));this._connection.send(e)},t.prototype._connection_closed=function(){this.document.remove_on_change(this._document_listener)},t.prototype.request_server_info=function(){var t=o.Message.create(\"SERVER-INFO-REQ\",{}),e=this._connection.send_with_reply(t);return e.then(function(t){return t.content})},t.prototype.force_roundtrip=function(){return this.request_server_info().then(function(t){})},t.prototype._document_changed=function(t){if(t.setter_id!==this.id&&(!(t instanceof r.ModelChangedEvent)||t.attr in t.model.serializable_attributes())){var e=o.Message.create(\"PATCH-DOC\",{},this.document.create_json_patch([t]));this._connection.send(e)}},t.prototype._handle_patch=function(t){this.document.apply_json_patch(t.content,t.buffers,this.id)},t.prototype._handle_ok=function(t){i.logger.trace(\"Unhandled OK reply to \"+t.reqid())},t.prototype._handle_error=function(t){i.logger.error(\"Unhandled ERROR reply to \"+t.reqid()+\": \"+t.content.text)},t}();n.ClientSession=s},function(t,e,n){function i(t){return function(e){e.prototype.event_name=t,a[t]=e}}var r=t(364),o=t(14),s=t(30),a={};n.register_event_class=i,n.register_with_event=function(t){for(var e=[],n=1;n0&&(this._pending=!0);for(var u=0;u1?r(t.x,t.y,n.x,n.y):r(t.x,t.y,e.x+o*(n.x-e.x),e.y+o*(n.y-e.y))}var s=t(22),a=t(30);n.point_in_poly=function(t,e,n,i){for(var r=!1,o=n[n.length-1],s=i[i.length-1],a=0;ai&&(s=[i,n],n=s[0],i=s[1]);r>o&&(a=[o,r],r=a[0],o=a[1]);return{minX:n,minY:r,maxX:i,maxY:o};var s,a},n.dist_2_pts=r,n.dist_to_segment_squared=o,n.dist_to_segment=function(t,e,n){return Math.sqrt(o(t,e,n))},n.check_2_segments_intersect=function(t,e,n,i,r,o,s,a){var l=(a-o)*(n-t)-(s-r)*(i-e);if(0==l)return{hit:!1,x:null,y:null};var u=e-o,h=t-r,c=(s-r)*u-(a-o)*h,_=(n-t)*u-(i-e)*h;h=_/l;var p=t+(u=c/l)*(n-t),d=e+u*(i-e);return{hit:u>0&&u<1&&h>0&&h<1,x:p,y:d}}},function(t,e,n){var i=t(13),r=t(22);n.vstack=function(t,e){var n=[];if(e.length>0){n.push(i.EQ(r.head(e)._bottom,[-1,t._bottom])),n.push(i.EQ(r.tail(e)._top,[-1,t._top])),n.push.apply(n,r.pairwise(e,function(t,e){return i.EQ(t._top,[-1,e._bottom])}));for(var o=0,s=e;o0){n.push(i.EQ(r.head(e)._right,[-1,t._right])),n.push(i.EQ(r.tail(e)._left,[-1,t._left])),n.push.apply(n,r.pairwise(e,function(t,e){return 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0===e&&(e={});var n;return t.bokeh=l.extend(this._event_sxy(t),e),null!=(n=u.BokehEvent.event_class(t))?this.plot.trigger_event(n.from_event(t)):o.logger.debug(\"Unhandled event of type \"+t.type)},t.prototype._tap=function(t){return this._bokify_hammer(t),this._trigger(this.tap,t)},t.prototype._doubletap=function(t){return this._bokify_hammer(t),this.trigger(this.doubletap,t)},t.prototype._press=function(t){return this._bokify_hammer(t),this._trigger(this.press,t)},t.prototype._pan_start=function(t){return this._bokify_hammer(t),t.bokeh.sx-=t.deltaX,t.bokeh.sy-=t.deltaY,this._trigger(this.pan_start,t)},t.prototype._pan=function(t){return this._bokify_hammer(t),this._trigger(this.pan,t)},t.prototype._pan_end=function(t){return this._bokify_hammer(t),this._trigger(this.pan_end,t)},t.prototype._pinch_start=function(t){return this._bokify_hammer(t),this._trigger(this.pinch_start,t)},t.prototype._pinch=function(t){return this._bokify_hammer(t),this._trigger(this.pinch,t)},t.prototype._pinch_end=function(t){return this._bokify_hammer(t),this._trigger(this.pinch_end,t)},t.prototype._rotate_start=function(t){return this._bokify_hammer(t),this._trigger(this.rotate_start,t)},t.prototype._rotate=function(t){return this._bokify_hammer(t),this._trigger(this.rotate,t)},t.prototype._rotate_end=function(t){return this._bokify_hammer(t),this._trigger(this.rotate_end,t)},t.prototype._mouse_enter=function(t){return this._bokify_point_event(t),this._trigger(this.move_enter,t)},t.prototype._mouse_move=function(t){return this._bokify_point_event(t),this._trigger(this.move,t)},t.prototype._mouse_exit=function(t){return this._bokify_point_event(t),this._trigger(this.move_exit,t)},t.prototype._mouse_wheel=function(t){return this._bokify_point_event(t,{delta:a.getDeltaY(t)}),this._trigger(this.scroll,t)},t.prototype._key_down=function(t){return this.trigger(this.keydown,t)},t.prototype._key_up=function(t){return this.trigger(this.keyup,t)},t}()},function(t,e,n){function i(t){return(e=[]).concat.apply(e,t);var e}function r(t,e){return-1!==t.indexOf(e)}function o(t,e,n){void 0===n&&(n=1),null==e&&(e=t,t=0);for(var i=Math.max(Math.ceil((e-t)/n),0),r=Array(i),o=0;oi&&(n=s,i=a)}return n}function l(t){return function(e,n){for(var i=e.length,r=t>0?0:i-1;r>=0&&r=0?e:t.length+e]},n.zip=function(t,e){for(var n=Math.min(t.length,e.length),i=new Array(n),r=0;rn&&(n=e);return n},n.maxBy=a,n.argmin=function(t){return s(o(t.length),function(e){return t[e]})},n.argmax=function(t){return a(o(t.length),function(e){return t[e]})},n.all=function(t,e){for(var n=0,i=t;ni||void 0===n)return 1;if(n=0&&h>=0))throw new Error(\"invalid bbox {x: \"+a+\", y: \"+l+\", width: \"+u+\", height: \"+h+\"}\");this.x0=a,this.y0=l,this.x1=a+u,this.y1=l+h}}return Object.defineProperty(t.prototype,\"minX\",{get:function(){return this.x0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"minY\",{get:function(){return this.y0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"maxX\",{get:function(){return this.x1},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"maxY\",{get:function(){return this.y1},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"left\",{get:function(){return this.x0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"top\",{get:function(){return this.y0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"right\",{get:function(){return this.x1},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"bottom\",{get:function(){return 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t({x0:i(this.x0,e.x0),y0:i(this.y0,e.y0),x1:r(this.x1,e.x1),y1:r(this.y1,e.y1)})},t}();n.BBox=o},function(t,e,n){n.delay=function(t,e){return setTimeout(t,e)};var i=\"function\"==typeof requestAnimationFrame?requestAnimationFrame:setImmediate;n.defer=function(t){return i(t)},n.throttle=function(t,e,n){void 0===n&&(n={});var i,r,o,s=null,a=0,l=function(){a=!1===n.leading?0:Date.now(),s=null,o=t.apply(i,r),s||(i=r=null)};return function(){var u=Date.now();a||!1!==n.leading||(a=u);var h=e-(u-a);return i=this,r=arguments,h<=0||h>e?(s&&(clearTimeout(s),s=null),a=u,o=t.apply(i,r),s||(i=r=null)):s||!1===n.trailing||(s=setTimeout(l,h)),o}},n.once=function(t){var e,n=!1;return function(){return n||(n=!0,e=t()),e}}},function(t,e,n){n.fixup_ctx=function(t){(function(t){t.setLineDash||(t.setLineDash=function(e){t.mozDash=e,t.webkitLineDash=e});t.getLineDash||(t.getLineDash=function(){return 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null==this._interactive_timestamp?-1:Date.now()-this._interactive_timestamp},t.prototype.destructively_move=function(t){if(t===this)throw new Error(\"Attempted to overwrite a document with itself\");t.clear();var e=p.copy(this._roots);this.clear();for(var n=0,i=e;n=0&&this._callbacks.splice(e,1)},t.prototype._trigger_on_change=function(t){for(var e=0,n=this._callbacks;e0||p.difference(f,a).length>0)throw new Error(\"Not implemented: computing add/remove of document roots\");var g={},y=[];for(var b in n._all_models)if(b in o){var x=t._events_to_sync_objects(o[b],c[b],n,g);y=y.concat(x)}return{references:t._references_json(d.values(g),!1),events:y}},t.prototype.to_json_string=function(t){return void 0===t&&(t=!0),JSON.stringify(this.to_json(t))},t.prototype.to_json=function(e){void 0===e&&(e=!0);var n=this._roots.map(function(t){return t.id}),i=d.values(this._all_models);return{title:this._title,roots:{root_ids:n,references:t._references_json(i,e)}}},t.from_json_string=function(e){var n=JSON.parse(e);return t.from_json(n)},t.from_json=function(e){s.logger.debug(\"Creating Document from JSON\");var n=e.version,i=-1!==n.indexOf(\"+\")||-1!==n.indexOf(\"-\"),r=\"Library versions: JS (\"+o.version+\") / Python (\"+n+\")\";i||o.version===n?s.logger.debug(r):(s.logger.warn(\"JS/Python version mismatch\"),s.logger.warn(r));var a=e.roots,l=a.root_ids,u=a.references,h=t._instantiate_references_json(u,{});t._initialize_references_json(u,{},h);for(var c=new t,_=0,p=l;_0?t.consume(e.buffers[0].buffer):t.consume(e.content.data),null!=(e=t.message))return this.apply_json_patch(e.content,e.buffers)},c=function(t,e,n){var i;if(t===n.target_name)return i=new S.Receiver,n.on_msg(l.bind(e,i))},u=function(t,e){var n,i,r,o,s;if(\"undefined\"==typeof Jupyter||null===Jupyter||null==Jupyter.notebook.kernel)return console.warn(\"Jupyter notebooks comms not available. push_notebook() will not function\");v.logger.info(\"Registering Jupyter comms for target \"+t),n=Jupyter.notebook.kernel.comm_manager,s=function(n){return c(t,e,n)},o=n.comms;for(r in o)o[r].then(s);try{return n.register_target(t,function(n,i){var r;return v.logger.info(\"Registering Jupyter comms for target \"+t),r=new S.Receiver,n.on_msg(l.bind(e,r))})}catch(t){return i=t,v.logger.warn(\"Jupyter comms failed to register. push_notebook() will not function. (exception reported: \"+i+\")\")}},i=function(t){var e;return e=new t.default_view({model:t,parent:null}),f.index[t.id]=e,e},o=function(t){var e,i,r,o;if(o=t.elementid,null==(r=document.getElementById(o)))throw new Error(\"Error rendering Bokeh model: could not find tag with id: \"+o);if(!document.body.contains(r))throw new Error(\"Error rendering Bokeh model: element with id '\"+o+\"' must be under \");return\"SCRIPT\"===r.tagName&&(d(r,t),i=y.div({class:n.BOKEH_ROOT}),y.replaceWith(r,i),e=y.div(),i.appendChild(e),r=e),r},n.add_model_standalone=function(t,e,n){var r;if(null==(r=n.get_model_by_id(t)))throw new Error(\"Model \"+t+\" was not in document \"+n);return i(r).renderTo(e,!0)},n.add_document_standalone=function(t,e,n){void 0===n&&(n=!1);var r,o,s,a,l,u,h;for(h={},l=function(t){var n;return(n=i(t)).renderTo(e),h[t.id]=n},u=function(t){var n;if(t.id in h)return n=h[t.id],e.removeChild(n.el),delete h[t.id],delete f.index[t.id]},a=t.roots(),r=0,o=a.length;r0&&v.set_log_level(n.bokehLogLevel),null!=n.bokehDocId&&n.bokehDocId.length>0&&(e.docid=n.bokehDocId),null!=n.bokehModelId&&n.bokehModelId.length>0&&(e.modelid=n.bokehModelId),null!=n.bokehSessionId&&n.bokehSessionId.length>0&&(e.sessionid=n.bokehSessionId),v.logger.info(\"Will inject Bokeh script tag with params \"+JSON.stringify(e))},n.embed_items_notebook=function(t,e){var i,r,s,a,l,h;if(1!==w.size(t))throw new Error(\"embed_items_notebook expects exactly one document in docs_json\");for(i=g.Document.from_json(w.values(t)[0]),h=[],s=0,l=e.length;si;e=0<=i?++n:--n)this.visuals.line.set_vectorize(t,e),t.beginPath(),t.moveTo(this.start[0][e],this.start[1][e]),t.lineTo(this.end[0][e],this.end[1][e]),r.push(t.stroke());return r}},e.prototype._arrow_head=function(t,e,n,i,r){var o,s,a,u,h;for(h=[],s=a=0,u=this._x_start.length;0<=u?au;s=0<=u?++a:--a)o=Math.PI/2+l.atan2([i[0][s],i[1][s]],[r[0][s],r[1][s]]),t.save(),t.translate(r[0][s],r[1][s]),t.rotate(o),\"render\"===e?n.render(t):\"clip\"===e&&n.clip(t),h.push(t.restore());return h},e}(r.AnnotationView);var u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.Annotation);n.Arrow=u,u.prototype.default_view=n.ArrowView,u.prototype.type=\"Arrow\",u.mixins([\"line\"]),u.define({x_start:[a.NumberSpec],y_start:[a.NumberSpec],start_units:[a.String,\"data\"],start:[a.Instance,null],x_end:[a.NumberSpec],y_end:[a.NumberSpec],end_units:[a.String,\"data\"],end:[a.Instance,function(){return new o.OpenHead({})}],source:[a.Instance],x_range_name:[a.String,\"default\"],y_range_name:[a.String,\"default\"]})},function(t,e,n){var i=t(364),r=t(51),o=t(46),s=t(15),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e),this.visuals=new o.Visuals(this)},e.prototype.render=function(t,e){return null},e.prototype.clip=function(t,e){return null},e}(r.Annotation);n.ArrowHead=a,a.prototype.type=\"ArrowHead\";var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.clip=function(t,e){return this.visuals.line.set_vectorize(t,e),t.moveTo(.5*this.size,this.size),t.lineTo(.5*this.size,-2),t.lineTo(-.5*this.size,-2),t.lineTo(-.5*this.size,this.size),t.lineTo(0,0),t.lineTo(.5*this.size,this.size)},e.prototype.render=function(t,e){if(this.visuals.line.doit)return this.visuals.line.set_vectorize(t,e),t.beginPath(),t.moveTo(.5*this.size,this.size),t.lineTo(0,0),t.lineTo(-.5*this.size,this.size),t.stroke()},e}(a);n.OpenHead=l,l.prototype.type=\"OpenHead\",l.mixins([\"line\"]),l.define({size:[s.Number,25]});var u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.clip=function(t,e){return this.visuals.line.set_vectorize(t,e),t.moveTo(.5*this.size,this.size),t.lineTo(.5*this.size,-2),t.lineTo(-.5*this.size,-2),t.lineTo(-.5*this.size,this.size),t.lineTo(.5*this.size,this.size)},e.prototype.render=function(t,e){if(this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(t,e),this._normal(t,e),t.fill()),this.visuals.line.doit)return this.visuals.line.set_vectorize(t,e),this._normal(t,e),t.stroke()},e.prototype._normal=function(t,e){return t.beginPath(),t.moveTo(.5*this.size,this.size),t.lineTo(0,0),t.lineTo(-.5*this.size,this.size),t.closePath()},e}(a);n.NormalHead=u,u.prototype.type=\"NormalHead\",u.mixins([\"line\",\"fill\"]),u.define({size:[s.Number,25]}),u.override({fill_color:\"black\"});var h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.clip=function(t,e){return this.visuals.line.set_vectorize(t,e),t.moveTo(.5*this.size,this.size),t.lineTo(.5*this.size,-2),t.lineTo(-.5*this.size,-2),t.lineTo(-.5*this.size,this.size),t.lineTo(0,.5*this.size),t.lineTo(.5*this.size,this.size)},e.prototype.render=function(t,e){if(this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(t,e),this._vee(t,e),t.fill()),this.visuals.line.doit)return this.visuals.line.set_vectorize(t,e),this._vee(t,e),t.stroke()},e.prototype._vee=function(t,e){return t.beginPath(),t.moveTo(.5*this.size,this.size),t.lineTo(0,0),t.lineTo(-.5*this.size,this.size),t.lineTo(0,.5*this.size),t.closePath()},e}(a);n.VeeHead=h,h.prototype.type=\"VeeHead\",h.mixins([\"line\",\"fill\"]),h.define({size:[s.Number,25]}),h.override({fill_color:\"black\"});var c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.render=function(t,e){if(this.visuals.line.doit)return this.visuals.line.set_vectorize(t,e),t.beginPath(),t.moveTo(.5*this.size,0),t.lineTo(-.5*this.size,0),t.stroke()},e}(a);n.TeeHead=c,c.prototype.type=\"TeeHead\",c.mixins([\"line\"]),c.define({size:[s.Number,25]})},function(t,e,n){var i=t(364),r=t(51),o=t(173),s=t(15);n.BandView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e),this.set_data(this.model.source)},e.prototype.connect_signals=function(){return t.prototype.connect_signals.call(this),this.connect(this.model.source.streaming,function(){return this.set_data(this.model.source)}),this.connect(this.model.source.patching,function(){return this.set_data(this.model.source)}),this.connect(this.model.source.change,function(){return this.set_data(this.model.source)})},e.prototype.set_data=function(e){return t.prototype.set_data.call(this,e),this.visuals.warm_cache(e),this.plot_view.request_render()},e.prototype._map_data=function(){var t,e,n,i,r,o,s,a,l,u,h,c,_,p,d;return l=this.plot_view.frame,a=this.model.dimension,p=l.xscales[this.model.x_range_name],d=l.yscales[this.model.y_range_name],c=\"height\"===a?d:p,o=\"height\"===a?p:d,_=\"height\"===a?l.yview:l.xview,s=\"height\"===a?l.xview:l.yview,n=\"data\"===this.model.lower.units?c.v_compute(this._lower):_.v_compute(this._lower),r=\"data\"===this.model.upper.units?c.v_compute(this._upper):_.v_compute(this._upper),t=\"data\"===this.model.base.units?o.v_compute(this._base):s.v_compute(this._base),f=\"height\"===a?[1,0]:[0,1],u=f[0],h=f[1],e=[n,t],i=[r,t],this._lower_sx=e[u],this._lower_sy=e[h],this._upper_sx=i[u],this._upper_sy=i[h];var f},e.prototype.render=function(){var t,e,n,i,r,o,s,a,l,u;if(this.model.visible){for(this._map_data(),(t=this.plot_view.canvas_view.ctx).beginPath(),t.moveTo(this._lower_sx[0],this._lower_sy[0]),e=n=0,s=this._lower_sx.length;0<=s?ns;e=0<=s?++n:--n)t.lineTo(this._lower_sx[e],this._lower_sy[e]);for(e=i=a=this._upper_sx.length-1;a<=0?i<=0:i>=0;e=a<=0?++i:--i)t.lineTo(this._upper_sx[e],this._upper_sy[e]);for(t.closePath(),this.visuals.fill.doit&&(this.visuals.fill.set_value(t),t.fill()),t.beginPath(),t.moveTo(this._lower_sx[0],this._lower_sy[0]),e=r=0,l=this._lower_sx.length;0<=l?rl;e=0<=l?++r:--r)t.lineTo(this._lower_sx[e],this._lower_sy[e]);for(this.visuals.line.doit&&(this.visuals.line.set_value(t),t.stroke()),t.beginPath(),t.moveTo(this._upper_sx[0],this._upper_sy[0]),e=o=0,u=this._upper_sx.length;0<=u?ou;e=0<=u?++o:--o)t.lineTo(this._upper_sx[e],this._upper_sy[e]);return this.visuals.line.doit?(this.visuals.line.set_value(t),t.stroke()):void 0}},e}(r.AnnotationView);var a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.Annotation);n.Band=a,a.prototype.default_view=n.BandView,a.prototype.type=\"Band\",a.mixins([\"line\",\"fill\"]),a.define({lower:[s.DistanceSpec],upper:[s.DistanceSpec],base:[s.DistanceSpec],dimension:[s.Dimension,\"height\"],source:[s.Instance,function(){return new o.ColumnDataSource}],x_range_name:[s.String,\"default\"],y_range_name:[s.String,\"default\"]}),a.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})},function(t,e,n){var i=t(364),r=t(51),o=t(20),s=t(5),a=t(15),l=t(42);n.BoxAnnotationView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e),this.plot_view.canvas_overlays.appendChild(this.el),this.el.classList.add(\"bk-shading\"),s.hide(this.el)},e.prototype.connect_signals=function(){var e=this;return t.prototype.connect_signals.call(this),\"css\"===this.model.render_mode?(this.connect(this.model.change,function(){return this.render()}),this.connect(this.model.data_update,function(){return this.render()})):(this.connect(this.model.change,function(){return e.plot_view.request_render()}),this.connect(this.model.data_update,function(){return e.plot_view.request_render()}))},e.prototype.render=function(){var t,e,n,i,r,o,a,l,u=this;if(this.model.visible||\"css\"!==this.model.render_mode||s.hide(this.el),this.model.visible)return null==this.model.left&&null==this.model.right&&null==this.model.top&&null==this.model.bottom?(s.hide(this.el),null):(e=this.plot_model.frame,a=e.xscales[this.model.x_range_name],l=e.yscales[this.model.y_range_name],t=function(t,e,n,i,r){return null!=t?u.model.screen?t:\"data\"===e?n.compute(t):i.compute(t):r},i=t(this.model.left,this.model.left_units,a,e.xview,e._left.value),r=t(this.model.right,this.model.right_units,a,e.xview,e._right.value),o=t(this.model.top,this.model.top_units,l,e.yview,e._top.value),n=t(this.model.bottom,this.model.bottom_units,l,e.yview,e._bottom.value),(\"css\"===this.model.render_mode?this._css_box.bind(this):this._canvas_box.bind(this))(i,r,n,o))},e.prototype._css_box=function(t,e,n,i){var r,o,a;return a=Math.abs(e-t),o=Math.abs(n-i),this.el.style.left=t+\"px\",this.el.style.width=a+\"px\",this.el.style.top=i+\"px\",this.el.style.height=o+\"px\",this.el.style.borderWidth=this.model.line_width.value+\"px\",this.el.style.borderColor=this.model.line_color.value,this.el.style.backgroundColor=this.model.fill_color.value,this.el.style.opacity=this.model.fill_alpha.value,r=this.model.line_dash,l.isArray(r)&&(r=r.length<2?\"solid\":\"dashed\"),l.isString(r)&&(this.el.style.borderStyle=r),s.show(this.el)},e.prototype._canvas_box=function(t,e,n,i){var r;return(r=this.plot_view.canvas_view.ctx).save(),r.beginPath(),r.rect(t,i,e-t,n-i),this.visuals.fill.set_value(r),r.fill(),this.visuals.line.set_value(r),r.stroke(),r.restore()},e}(r.AnnotationView);var u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e,n){return t.prototype.initialize.call(this,e,n),this.data_update=new o.Signal(this,\"data_update\")},e.prototype.update=function(t){var e=t.left,n=t.right,i=t.top,r=t.bottom;return this.setv({left:e,right:n,top:i,bottom:r,screen:!0},{silent:!0}),this.data_update.emit()},e}(r.Annotation);n.BoxAnnotation=u,u.prototype.default_view=n.BoxAnnotationView,u.prototype.type=\"BoxAnnotation\",u.mixins([\"line\",\"fill\"]),u.define({render_mode:[a.RenderMode,\"canvas\"],x_range_name:[a.String,\"default\"],y_range_name:[a.String,\"default\"],top:[a.Number,null],top_units:[a.SpatialUnits,\"data\"],bottom:[a.Number,null],bottom_units:[a.SpatialUnits,\"data\"],left:[a.Number,null],left_units:[a.SpatialUnits,\"data\"],right:[a.Number,null],right_units:[a.SpatialUnits,\"data\"]}),u.internal({screen:[a.Boolean,!1]}),u.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})},function(t,e,n){var i=t(364),r=t(51),o=t(180),s=t(91),a=t(146),l=t(168),u=t(169),h=t(160),c=t(15),_=t(40),p=t(22),d=t(30),f=t(42);n.ColorBarView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e),this._set_canvas_image()},e.prototype.connect_signals=function(){var e=this;if(t.prototype.connect_signals.call(this),this.connect(this.model.properties.visible.change,function(){return e.plot_view.request_render()}),this.connect(this.model.ticker.change,function(){return e.plot_view.request_render()}),this.connect(this.model.formatter.change,function(){return e.plot_view.request_render()}),null!=this.model.color_mapper)return this.connect(this.model.color_mapper.change,function(){return this._set_canvas_image(),this.plot_view.request_render()})},e.prototype._get_size=function(){var t,e;return null==this.model.color_mapper?0:(t=this.compute_legend_dimensions(),\"above\"===(e=this.model.panel.side)||\"below\"===e?t.height:\"left\"===e||\"right\"===e?t.width:void 0)},e.prototype._set_canvas_image=function(){var t,e,n,i,r,o,s,l,u,h;if(null!=this.model.color_mapper){switch(l=this.model.color_mapper.palette,\"vertical\"===this.model.orientation&&(l=l.slice(0).reverse()),this.model.orientation){case\"vertical\":c=[1,l.length],h=c[0],r=c[1];break;case\"horizontal\":_=[l.length,1],h=_[0],r=_[1]}return n=document.createElement(\"canvas\"),p=[h,r],n.width=p[0],n.height=p[1],o=n.getContext(\"2d\"),s=o.getImageData(0,0,h,r),i=new a.LinearColorMapper({palette:l}),t=i.v_map_screen(function(){u=[];for(var t=0,e=l.length;0<=e?te;0<=e?t++:t--)u.push(t);return u}.apply(this)),e=new Uint8Array(t),s.data.set(e),o.putImageData(s,0,0),this.image=n;var c,_,p}},e.prototype.compute_legend_dimensions=function(){var t,e,n,i,r,o,s,a,l;switch(t=this.model._computed_image_dimensions(),u=[t.height,t.width],e=u[0],n=u[1],i=this._get_label_extent(),l=this.model._title_extent(),a=this.model._tick_extent(),s=this.model.padding,this.model.orientation){case\"vertical\":r=e+l+2*s,o=n+a+i+2*s;break;case\"horizontal\":r=e+l+a+i+2*s,o=n+2*s}return{height:r,width:o};var u},e.prototype.compute_legend_location=function(){var t,e,n,i,r,o,s,a,l,u,h,c,_;if(e=this.compute_legend_dimensions(),p=[e.height,e.width],n=p[0],r=p[1],i=this.model.margin,s=null!=(a=this.model.panel)?a:this.plot_view.frame,d=s.bbox.ranges,t=d[0],h=d[1],o=this.model.location,f.isString(o))switch(o){case\"top_left\":l=t.start+i,u=h.start+i;break;case\"top_center\":l=(t.end+t.start)/2-r/2,u=h.start+i;break;case\"top_right\":l=t.end-i-r,u=h.start+i;break;case\"bottom_right\":l=t.end-i-r,u=h.end-i-n;break;case\"bottom_center\":l=(t.end+t.start)/2-r/2,u=h.end-i-n;break;case\"bottom_left\":l=t.start+i,u=h.end-i-n;break;case\"center_left\":l=t.start+i,u=(h.end+h.start)/2-n/2;break;case\"center\":l=(t.end+t.start)/2-r/2,u=(h.end+h.start)/2-n/2;break;case\"center_right\":l=t.end-i-r,u=(h.end+h.start)/2-n/2}else f.isArray(o)&&2===o.length&&(c=o[0],_=o[1],l=s.xview.compute(c),u=s.yview.compute(_)-n);return{sx:l,sy:u};var p,d},e.prototype.render=function(){var t,e,n,i,r;if(this.model.visible&&null!=this.model.color_mapper){return(t=this.plot_view.canvas_view.ctx).save(),o=this.compute_legend_location(),n=o.sx,i=o.sy,t.translate(n,i),this._draw_bbox(t),e=this._get_image_offset(),t.translate(e.x,e.y),this._draw_image(t),null!=this.model.color_mapper.low&&null!=this.model.color_mapper.high&&(r=this.model.tick_info(),this._draw_major_ticks(t,r),this._draw_minor_ticks(t,r),this._draw_major_labels(t,r)),this.model.title&&this._draw_title(t),t.restore();var o}},e.prototype._draw_bbox=function(t){var e;return e=this.compute_legend_dimensions(),t.save(),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(0,0,e.width,e.height)),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.strokeRect(0,0,e.width,e.height)),t.restore()},e.prototype._draw_image=function(t){var e;return e=this.model._computed_image_dimensions(),t.save(),t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.scale_alpha,t.drawImage(this.image,0,0,e.width,e.height),this.visuals.bar_line.doit&&(this.visuals.bar_line.set_value(t),t.strokeRect(0,0,e.width,e.height)),t.restore()},e.prototype._draw_major_ticks=function(t,e){var n,i,r,o,s,a,l,u,h,c,_,p;if(this.visuals.major_tick_line.doit){for(d=this.model._normals(),o=d[0],s=d[1],i=this.model._computed_image_dimensions(),f=[i.width*o,i.height*s],_=f[0],p=f[1],m=e.coords.major,l=m[0],u=m[1],h=this.model.major_tick_in,c=this.model.major_tick_out,t.save(),t.translate(_,p),this.visuals.major_tick_line.set_value(t),n=r=0,a=l.length;0<=a?ra;n=0<=a?++r:--r)t.beginPath(),t.moveTo(Math.round(l[n]+o*c),Math.round(u[n]+s*c)),t.lineTo(Math.round(l[n]-o*h),Math.round(u[n]-s*h)),t.stroke();return t.restore();var d,f,m}},e.prototype._draw_minor_ticks=function(t,e){var n,i,r,o,s,a,l,u,h,c,_,p;if(this.visuals.minor_tick_line.doit){for(d=this.model._normals(),o=d[0],s=d[1],i=this.model._computed_image_dimensions(),f=[i.width*o,i.height*s],_=f[0],p=f[1],m=e.coords.minor,l=m[0],u=m[1],h=this.model.minor_tick_in,c=this.model.minor_tick_out,t.save(),t.translate(_,p),this.visuals.minor_tick_line.set_value(t),n=r=0,a=l.length;0<=a?ra;n=0<=a?++r:--r)t.beginPath(),t.moveTo(Math.round(l[n]+o*c),Math.round(u[n]+s*c)),t.lineTo(Math.round(l[n]-o*h),Math.round(u[n]-s*h)),t.stroke();return t.restore();var d,f,m}},e.prototype._draw_major_labels=function(t,e){var n,i,r,o,s,a,l,u,h,c,_,p,d,f;if(this.visuals.major_label_text.doit){for(m=this.model._normals(),s=m[0],a=m[1],r=this.model._computed_image_dimensions(),v=[r.width*s,r.height*a],_=v[0],d=v[1],u=this.model.label_standoff+this.model._tick_extent(),p=(g=[u*s,u*a])[0],f=g[1],y=e.coords.major,h=y[0],c=y[1],n=e.labels.major,this.visuals.major_label_text.set_value(t),t.save(),t.translate(_+p,d+f),i=o=0,l=h.length;0<=l?ol;i=0<=l?++o:--o)t.fillText(n[i],Math.round(h[i]+s*this.model.label_standoff),Math.round(c[i]+a*this.model.label_standoff));return t.restore();var m,v,g,y}},e.prototype._draw_title=function(t){if(this.visuals.title_text.doit)return t.save(),this.visuals.title_text.set_value(t),t.fillText(this.model.title,0,-this.model.title_standoff),t.restore()},e.prototype._get_label_extent=function(){var t,e,n,i;if(i=this.model.tick_info().labels.major,null==this.model.color_mapper.low||null==this.model.color_mapper.high||d.isEmpty(i))n=0;else{switch((t=this.plot_view.canvas_view.ctx).save(),this.visuals.major_label_text.set_value(t),this.model.orientation){case\"vertical\":n=p.max(function(){var n,r,o;for(o=[],n=0,r=i.length;ns;i=0<=s?++r:--r)e[i]in this.major_label_overrides&&(n[i]=this.major_label_overrides[e[i]]);return n},e.prototype.tick_info=function(){var t,e,n,i,r,o,s,a,l,u,h,c,_,p,d,f,m,v,g,y;switch(o=this._computed_image_dimensions(),this.orientation){case\"vertical\":v=o.height;break;case\"horizontal\":v=o.width}for(m=this._tick_coordinate_scale(v),b=this._normals(),i=b[0],s=b[1],x=[this.color_mapper.low,this.color_mapper.high],g=x[0],n=x[1],y=this.ticker.get_ticks(g,n,null,null,this.ticker.desired_num_ticks),e={major:[[],[]],minor:[[],[]]},c=y.major,p=y.minor,h=e.major,_=e.minor,r=a=0,d=c.length;0<=d?ad;r=0<=d?++a:--a)c[r]n||(h[i].push(c[r]),h[s].push(0));for(r=l=0,f=p.length;0<=f?lf;r=0<=f?++l:--l)p[r]n||(_[i].push(p[r]),_[s].push(0));return u={major:this._format_major_labels(h[i].slice(0),c)},h[i]=m.v_compute(h[i]),_[i]=m.v_compute(_[i]),\"vertical\"===this.orientation&&(h[i]=new Float64Array(function(){var e,n,r,o;for(r=h[i],o=[],n=0,e=r.length;ni;0<=i?++n:--n)this.title_div=s.div({class:\"bk-annotation-child\",style:{display:\"none\"}}),r.push(this.el.appendChild(this.title_div));return r}},e.prototype.connect_signals=function(){return t.prototype.connect_signals.call(this),\"css\"===this.model.render_mode?(this.connect(this.model.change,function(){return this.set_data(this.model.source),this.render()}),this.connect(this.model.source.streaming,function(){return this.set_data(this.model.source),this.render()}),this.connect(this.model.source.patching,function(){return this.set_data(this.model.source),this.render()}),this.connect(this.model.source.change,function(){return this.set_data(this.model.source),this.render()})):(this.connect(this.model.change,function(){return this.set_data(this.model.source),this.plot_view.request_render()}),this.connect(this.model.source.streaming,function(){return this.set_data(this.model.source),this.plot_view.request_render()}),this.connect(this.model.source.patching,function(){return this.set_data(this.model.source),this.plot_view.request_render()}),this.connect(this.model.source.change,function(){return this.set_data(this.model.source),this.plot_view.request_render()}))},e.prototype.set_data=function(e){return t.prototype.set_data.call(this,e),this.visuals.warm_cache(e)},e.prototype._map_data=function(){var t,e,n,i,r,o;return r=this.plot_view.frame.xscales[this.model.x_range_name],o=this.plot_view.frame.yscales[this.model.y_range_name],t=null!=(e=this.model.panel)?e:this.plot_view.frame,n=\"data\"===this.model.x_units?r.v_compute(this._x):t.xview.v_compute(this._x),i=\"data\"===this.model.y_units?o.v_compute(this._y):t.yview.v_compute(this._y),[n,i]},e.prototype.render=function(){var t,e,n,i,r,o,a,l;if(this.model.visible||\"css\"!==this.model.render_mode||s.hide(this.el),this.model.visible){for(e=\"canvas\"===this.model.render_mode?this._v_canvas_text.bind(this):this._v_css_text.bind(this),t=this.plot_view.canvas_view.ctx,u=this._map_data(),a=u[0],l=u[1],o=[],n=i=0,r=this._text.length;0<=r?ir;n=0<=r?++i:--i)o.push(e(t,n,this._text[n],a[n]+this._x_offset[n],l[n]-this._y_offset[n],this._angle[n]));return o;var u}},e.prototype._get_size=function(){var t,e;return t=this.plot_view.canvas_view.ctx,this.visuals.text.set_value(t),\"above\"===(e=this.model.panel.side)||\"below\"===e?t.measureText(this._text[0]).ascent:\"left\"===e||\"right\"===e?t.measureText(this._text[0]).width:void 0},e.prototype._v_canvas_text=function(t,e,n,i,r,o){var s;return this.visuals.text.set_vectorize(t,e),s=this._calculate_bounding_box_dimensions(t,n),t.save(),t.beginPath(),t.translate(i,r),t.rotate(o),t.rect(s[0],s[1],s[2],s[3]),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_vectorize(t,e),t.fill()),this.visuals.border_line.doit&&(this.visuals.border_line.set_vectorize(t,e),t.stroke()),this.visuals.text.doit&&(this.visuals.text.set_vectorize(t,e),t.fillText(n,0,0)),t.restore()},e.prototype._v_css_text=function(t,e,n,i,r,o){var a,u,h,c;return u=this.el.childNodes[e],u.textContent=n,this.visuals.text.set_vectorize(t,e),a=this._calculate_bounding_box_dimensions(t,n),h=this.visuals.border_line.line_dash.value(),l.isArray(h)&&(c=h.length<2?\"solid\":\"dashed\"),l.isString(h)&&(c=h),this.visuals.border_line.set_vectorize(t,e),this.visuals.background_fill.set_vectorize(t,e),u.style.position=\"absolute\",u.style.left=i+a[0]+\"px\",u.style.top=r+a[1]+\"px\",u.style.color=\"\"+this.visuals.text.text_color.value(),u.style.opacity=\"\"+this.visuals.text.text_alpha.value(),u.style.font=\"\"+this.visuals.text.font_value(),u.style.lineHeight=\"normal\",o&&(u.style.transform=\"rotate(\"+o+\"rad)\"),this.visuals.background_fill.doit&&(u.style.backgroundColor=\"\"+this.visuals.background_fill.color_value()),this.visuals.border_line.doit&&(u.style.borderStyle=\"\"+c,u.style.borderWidth=this.visuals.border_line.line_width.value()+\"px\",u.style.borderColor=\"\"+this.visuals.border_line.color_value()),s.show(u)},e}(r.TextAnnotationView);var u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.TextAnnotation);n.LabelSet=u,u.prototype.default_view=n.LabelSetView,u.prototype.type=\"Label\",u.mixins([\"text\",\"line:border_\",\"fill:background_\"]),u.define({x:[a.NumberSpec],y:[a.NumberSpec],x_units:[a.SpatialUnits,\"data\"],y_units:[a.SpatialUnits,\"data\"],text:[a.StringSpec,{field:\"text\"}],angle:[a.AngleSpec,0],x_offset:[a.NumberSpec,{value:0}],y_offset:[a.NumberSpec,{value:0}],source:[a.Instance,function(){return new o.ColumnDataSource}],x_range_name:[a.String,\"default\"],y_range_name:[a.String,\"default\"],render_mode:[a.RenderMode,\"canvas\"]}),u.override({background_fill_color:null,border_line_color:null})},function(t,e,n){var i=t(364),r=t(51),o=t(15),s=t(40),a=t(23),l=t(22),u=t(30),h=t(42),c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e)},e.prototype.connect_signals=function(){var e=this;return t.prototype.connect_signals.call(this),this.connect(this.model.properties.visible.change,function(){return e.plot_view.request_render()})},e.prototype.compute_legend_bbox=function(){var t,e,n,i,r,o,a,c,_,p,d,f,m,v,g,y,b,x,w,k,S,T,M,A,E,z,C;for(d=this.model.get_legend_names(),e=this.model.glyph_height,n=this.model.glyph_width,o=this.model.label_height,c=this.model.label_width,this.max_label_height=l.max([s.get_text_height(this.visuals.label_text.font_value()).height,o,e]),(t=this.plot_view.canvas_view.ctx).save(),this.visuals.label_text.set_value(t),this.text_widths={},r=0,g=d.length;rr;n=0<=r?++i:--i)\"screen\"===this.model.xs_units&&(o=this.model.screen?a[n]:e.xview.compute(a[n])),\"screen\"===this.model.ys_units&&(s=this.model.screen?l[n]:e.yview.compute(l[n])),0===n?(t.beginPath(),t.moveTo(o,s)):t.lineTo(o,s);return t.closePath(),this.visuals.line.doit&&(this.visuals.line.set_value(t),t.stroke()),this.visuals.fill.doit?(this.visuals.fill.set_value(t),t.fill()):void 0}},e}(r.AnnotationView);var a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e,n){return t.prototype.initialize.call(this,e,n),this.data_update=new o.Signal(this,\"data_update\")},e.prototype.update=function(t){var e=t.xs,n=t.ys;return this.setv({xs:e,ys:n,screen:!0},{silent:!0}),this.data_update.emit()},e}(r.Annotation);n.PolyAnnotation=a,a.prototype.default_view=n.PolyAnnotationView,a.prototype.type=\"PolyAnnotation\",a.mixins([\"line\",\"fill\"]),a.define({xs:[s.Array,[]],xs_units:[s.SpatialUnits,\"data\"],ys:[s.Array,[]],ys_units:[s.SpatialUnits,\"data\"],x_range_name:[s.String,\"default\"],y_range_name:[s.String,\"default\"]}),a.internal({screen:[s.Boolean,!1]}),a.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})},function(t,e,n){var i=t(364),r=t(51),o=t(5),s=t(15);n.SpanView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e),this.plot_view.canvas_overlays.appendChild(this.el),this.el.style.position=\"absolute\",o.hide(this.el)},e.prototype.connect_signals=function(){var e=this;return t.prototype.connect_signals.call(this),this.model.for_hover?this.connect(this.model.properties.computed_location.change,function(){return this._draw_span()}):\"canvas\"===this.model.render_mode?(this.connect(this.model.change,function(){return e.plot_view.request_render()}),this.connect(this.model.properties.location.change,function(){return e.plot_view.request_render()})):(this.connect(this.model.change,function(){return this.render()}),this.connect(this.model.properties.location.change,function(){return this._draw_span()}))},e.prototype.render=function(){if(this.model.visible||\"css\"!==this.model.render_mode||o.hide(this.el),this.model.visible)return this._draw_span()},e.prototype._draw_span=function(){var t,e,n,i,r,s,a,l,u,h,c=this;if(null!=(r=this.model.for_hover?this.model.computed_location:this.model.location))return n=this.plot_view.frame,u=n.xscales[this.model.x_range_name],h=n.yscales[this.model.y_range_name],t=function(t,e){return c.model.for_hover?c.model.computed_location:\"data\"===c.model.location_units?t.compute(r):e.compute(r)},\"width\"===this.model.dimension?(a=t(h,n.yview),s=n._left.value,l=n._width.value,i=this.model.properties.line_width.value()):(a=n._top.value,s=t(u,n.xview),l=this.model.properties.line_width.value(),i=n._height.value),\"css\"===this.model.render_mode?(this.el.style.top=a+\"px\",this.el.style.left=s+\"px\",this.el.style.width=l+\"px\",this.el.style.height=i+\"px\",this.el.style.zIndex=1e3,this.el.style.backgroundColor=this.model.properties.line_color.value(),this.el.style.opacity=this.model.properties.line_alpha.value(),o.show(this.el)):\"canvas\"===this.model.render_mode?((e=this.plot_view.canvas_view.ctx).save(),e.beginPath(),this.visuals.line.set_value(e),e.moveTo(s,a),\"width\"===this.model.dimension?e.lineTo(s+l,a):e.lineTo(s,a+i),e.stroke(),e.restore()):void 0;o.hide(this.el)},e}(r.AnnotationView);var a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.Annotation);n.Span=a,a.prototype.default_view=n.SpanView,a.prototype.type=\"Span\",a.mixins([\"line\"]),a.define({render_mode:[s.RenderMode,\"canvas\"],x_range_name:[s.String,\"default\"],y_range_name:[s.String,\"default\"],location:[s.Number,null],location_units:[s.SpatialUnits,\"data\"],dimension:[s.Dimension,\"width\"]}),a.override({line_color:\"black\"}),a.internal({for_hover:[s.Boolean,!1],computed_location:[s.Number,null]})},function(t,e,n){var i=t(364),r=t(51),o=t(5),s=t(42),a=t(40);n.TextAnnotationView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){if(t.prototype.initialize.call(this,e),\"css\"===this.model.render_mode)return this.el.classList.add(\"bk-annotation\"),this.plot_view.canvas_overlays.appendChild(this.el)},e.prototype.connect_signals=function(){var e=this;return t.prototype.connect_signals.call(this),\"css\"===this.model.render_mode?this.connect(this.model.change,function(){return this.render()}):this.connect(this.model.change,function(){return e.plot_view.request_render()})},e.prototype._calculate_text_dimensions=function(t,e){var n,i;return i=t.measureText(e).width,n=a.get_text_height(this.visuals.text.font_value()).height,[i,n]},e.prototype._calculate_bounding_box_dimensions=function(t,e){var n,i,r,o;switch(s=this._calculate_text_dimensions(t,e),i=s[0],n=s[1],t.textAlign){case\"left\":r=0;break;case\"center\":r=-i/2;break;case\"right\":r=-i}switch(t.textBaseline){case\"top\":o=0;break;case\"middle\":o=-.5*n;break;case\"bottom\":o=-1*n;break;case\"alphabetic\":o=-.8*n;break;case\"hanging\":o=-.17*n;break;case\"ideographic\":o=-.83*n}return[r,o,i,n];var s},e.prototype._get_size=function(){var t;return t=this.plot_view.canvas_view.ctx,this.visuals.text.set_value(t),t.measureText(this.model.text).ascent},e.prototype.render=function(){return null},e.prototype._canvas_text=function(t,e,n,i,r){var o;return this.visuals.text.set_value(t),o=this._calculate_bounding_box_dimensions(t,e),t.save(),t.beginPath(),t.translate(n,i),r&&t.rotate(r),t.rect(o[0],o[1],o[2],o[3]),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fill()),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.stroke()),this.visuals.text.doit&&(this.visuals.text.set_value(t),t.fillText(e,0,0)),t.restore()},e.prototype._css_text=function(t,e,n,i,r){var a,l,u;return o.hide(this.el),this.visuals.text.set_value(t),a=this._calculate_bounding_box_dimensions(t,e),l=this.visuals.border_line.line_dash.value(),s.isArray(l)&&(u=l.length<2?\"solid\":\"dashed\"),s.isString(l)&&(u=l),this.visuals.border_line.set_value(t),this.visuals.background_fill.set_value(t),this.el.style.position=\"absolute\",this.el.style.left=n+a[0]+\"px\",this.el.style.top=i+a[1]+\"px\",this.el.style.color=\"\"+this.visuals.text.text_color.value(),this.el.style.opacity=\"\"+this.visuals.text.text_alpha.value(),this.el.style.font=\"\"+this.visuals.text.font_value(),this.el.style.lineHeight=\"normal\",r&&(this.el.style.transform=\"rotate(\"+r+\"rad)\"),this.visuals.background_fill.doit&&(this.el.style.backgroundColor=\"\"+this.visuals.background_fill.color_value()),this.visuals.border_line.doit&&(this.el.style.borderStyle=\"\"+u,this.el.style.borderWidth=this.visuals.border_line.line_width.value()+\"px\",this.el.style.borderColor=\"\"+this.visuals.border_line.color_value()),this.el.textContent=e,o.show(this.el)},e}(r.AnnotationView);var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.Annotation);n.TextAnnotation=l,l.prototype.type=\"TextAnnotation\",l.prototype.default_view=n.TextAnnotationView},function(t,e,n){var i=t(364),r=t(64),o=t(5),s=t(15),a=t(46);n.TitleView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e),this.visuals.text=new a.Text(this.model)},e.prototype._get_location=function(){var t,e,n,i;switch(e=this.model.panel,t=this.model.offset,5,e.side){case\"above\":case\"below\":switch(this.model.vertical_align){case\"top\":i=e._top.value+5;break;case\"middle\":i=e._vcenter.value;break;case\"bottom\":i=e._bottom.value-5}switch(this.model.align){case\"left\":n=e._left.value+t;break;case\"center\":n=e._hcenter.value;break;case\"right\":n=e._right.value-t}break;case\"left\":switch(this.model.vertical_align){case\"top\":n=e._left.value-5;break;case\"middle\":n=e._hcenter.value;break;case\"bottom\":n=e._right.value+5}switch(this.model.align){case\"left\":i=e._bottom.value-t;break;case\"center\":i=e._vcenter.value;break;case\"right\":i=e._top.value+t}break;case\"right\":switch(this.model.vertical_align){case\"top\":n=e._right.value-5;break;case\"middle\":n=e._hcenter.value;break;case\"bottom\":n=e._left.value+5}switch(this.model.align){case\"left\":i=e._top.value+t;break;case\"center\":i=e._vcenter.value;break;case\"right\":i=e._bottom.value-t}}return[n,i]},e.prototype.render=function(){var t,e,n,i;if(this.model.visible){if(null!=(i=this.model.text)&&0!==i.length){return this.model.text_baseline=this.model.vertical_align,this.model.text_align=this.model.align,r=this._get_location(),e=r[0],n=r[1],t=this.model.panel.get_label_angle_heuristic(\"parallel\"),(\"canvas\"===this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.plot_view.canvas_view.ctx,i,e,n,t);var r}}else\"css\"===this.model.render_mode&&o.hide(this.el)},e.prototype._get_size=function(){var t,e;return null==(e=this.model.text)||0===e.length?0:(t=this.plot_view.canvas_view.ctx,this.visuals.text.set_value(t),t.measureText(e).ascent+10)},e}(r.TextAnnotationView);var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.TextAnnotation);n.Title=l,l.prototype.default_view=n.TitleView,l.prototype.type=\"Title\",l.mixins([\"line:border_\",\"fill:background_\"]),l.define({text:[s.String],text_font:[s.Font,\"helvetica\"],text_font_size:[s.FontSizeSpec,\"10pt\"],text_font_style:[s.FontStyle,\"bold\"],text_color:[s.ColorSpec,\"#444444\"],text_alpha:[s.NumberSpec,1],vertical_align:[s.VerticalAlign,\"bottom\"],align:[s.TextAlign,\"left\"],offset:[s.Number,0],render_mode:[s.RenderMode,\"canvas\"]}),l.override({background_fill_color:null,border_line_color:null}),l.internal({text_align:[s.TextAlign,\"left\"],text_baseline:[s.TextBaseline,\"bottom\"]})},function(t,e,n){var i=t(364),r=t(51),o=t(4),s=t(5),a=t(15);n.ToolbarPanelView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e),this.plot_view.canvas_events.appendChild(this.el),this._toolbar_views={},o.build_views(this._toolbar_views,[this.model.toolbar],{parent:this})},e.prototype.remove=function(){return o.remove_views(this._toolbar_views),t.prototype.remove.call(this)},e.prototype.render=function(){var e,n;t.prototype.render.call(this);if(this.model.visible)return e=this.model.panel,this.el.style.position=\"absolute\",this.el.style.left=e._left.value+\"px\",this.el.style.top=e._top.value+\"px\",this.el.style.width=e._width.value+\"px\",this.el.style.height=e._height.value+\"px\",this.el.style.overflow=\"hidden\",(n=this._toolbar_views[this.model.toolbar.id]).render(),s.empty(this.el),this.el.appendChild(n.el),s.show(this.el);s.hide(this.el)},e.prototype._get_size=function(){return 30},e}(r.AnnotationView);var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.Annotation);n.ToolbarPanel=l,l.prototype.type=\"ToolbarPanel\",l.prototype.default_view=n.ToolbarPanelView,l.define({toolbar:[a.Instance]})},function(t,e,n){var i=t(364),r=t(51),o=t(5),s=t(15),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e),this.plot_view.canvas_overlays.appendChild(this.el),this.el.style.zIndex=1010,o.hide(this.el)},e.prototype.connect_signals=function(){return t.prototype.connect_signals.call(this),this.connect(this.model.properties.data.change,function(){return this._draw_tips()})},e.prototype.render=function(){if(this.model.visible)return this._draw_tips()},e.prototype._draw_tips=function(){var t,e,n,i,r,s,a,l,u,h,c,_,p;if(n=this.model.data,o.empty(this.el),o.hide(this.el),this.model.custom?this.el.classList.add(\"bk-tooltip-custom\"):this.el.classList.remove(\"bk-tooltip-custom\"),0!==n.length){for(i=this.plot_view.frame,r=0,a=n.length;r0?(this.el.style.top=_+\"px\",this.el.style.left=s+\"px\"):o.hide(this.el)}},e}(r.AnnotationView);n.TooltipView=a,a.prototype.className=\"bk-tooltip\";var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.clear=function(){return this.data=[]},e.prototype.add=function(t,e,n){var i;return(i=this.data).push([t,e,n]),this.data=i,this.properties.data.change.emit()},e}(r.Annotation);n.Tooltip=l,l.prototype.default_view=a,l.prototype.type=\"Tooltip\",l.define({attachment:[s.String,\"horizontal\"],inner_only:[s.Bool,!0],show_arrow:[s.Bool,!0]}),l.override({level:\"overlay\"}),l.internal({data:[s.Any,[]],custom:[s.Any]})},function(t,e,n){var i=t(364),r=t(51),o=t(173),s=t(53),a=t(15);n.WhiskerView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e),this.set_data(this.model.source)},e.prototype.connect_signals=function(){return t.prototype.connect_signals.call(this),this.connect(this.model.source.streaming,function(){return this.set_data(this.model.source)}),this.connect(this.model.source.patching,function(){return this.set_data(this.model.source)}),this.connect(this.model.source.change,function(){return this.set_data(this.model.source)})},e.prototype.set_data=function(e){return t.prototype.set_data.call(this,e),this.visuals.warm_cache(e),this.plot_view.request_render()},e.prototype._map_data=function(){var t,e,n,i,r,o,s,a,l,u,h,c,_,p,d;return l=this.plot_model.frame,a=this.model.dimension,p=l.xscales[this.model.x_range_name],d=l.yscales[this.model.y_range_name],c=\"height\"===a?d:p,o=\"height\"===a?p:d,_=\"height\"===a?l.yview:l.xview,s=\"height\"===a?l.xview:l.yview,n=\"data\"===this.model.lower.units?c.v_compute(this._lower):_.v_compute(this._lower),r=\"data\"===this.model.upper.units?c.v_compute(this._upper):_.v_compute(this._upper),t=\"data\"===this.model.base.units?o.v_compute(this._base):s.v_compute(this._base),f=\"height\"===a?[1,0]:[0,1],u=f[0],h=f[1],e=[n,t],i=[r,t],this._lower_sx=e[u],this._lower_sy=e[h],this._upper_sx=i[u],this._upper_sy=i[h];var f},e.prototype.render=function(){var t,e,n,i,r,o,s,a,l,u;if(this.model.visible){if(this._map_data(),e=this.plot_view.canvas_view.ctx,this.visuals.line.doit)for(n=i=0,s=this._lower_sx.length;0<=s?is;n=0<=s?++i:--i)this.visuals.line.set_vectorize(e,n),e.beginPath(),e.moveTo(this._lower_sx[n],this._lower_sy[n]),e.lineTo(this._upper_sx[n],this._upper_sy[n]),e.stroke();if(t=\"height\"===this.model.dimension?0:Math.PI/2,null!=this.model.lower_head)for(n=r=0,a=this._lower_sx.length;0<=a?ra;n=0<=a?++r:--r)e.save(),e.translate(this._lower_sx[n],this._lower_sy[n]),e.rotate(t+Math.PI),this.model.lower_head.render(e,n),e.restore();if(null!=this.model.upper_head){for(u=[],n=o=0,l=this._upper_sx.length;0<=l?ol;n=0<=l?++o:--o)e.save(),e.translate(this._upper_sx[n],this._upper_sy[n]),e.rotate(t),this.model.upper_head.render(e,n),u.push(e.restore());return u}}},e}(r.AnnotationView);var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.Annotation);n.Whisker=l,l.prototype.default_view=n.WhiskerView,l.prototype.type=\"Whisker\",l.mixins([\"line\"]),l.define({lower:[a.DistanceSpec],lower_head:[a.Instance,function(){return new s.TeeHead({level:\"underlay\",size:10})}],upper:[a.DistanceSpec],upper_head:[a.Instance,function(){return new s.TeeHead({level:\"underlay\",size:10})}],base:[a.DistanceSpec],dimension:[a.Dimension,\"height\"],source:[a.Instance,function(){return new o.ColumnDataSource}],x_range_name:[a.String,\"default\"],y_range_name:[a.String,\"default\"]}),l.override({level:\"underlay\"})},function(t,e,n){var i=t(364),r=t(12),o=t(163),s=t(165),a=t(14),l=t(15),u=t(22),h=t(42);n.AxisView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.render=function(){var t,e,n;if(!1!==this.model.visible)return e={tick:this._tick_extent(),tick_label:this._tick_label_extents(),axis_label:this._axis_label_extent()},n=this.model.tick_coords,(t=this.plot_view.canvas_view.ctx).save(),this._draw_rule(t,e),this._draw_major_ticks(t,e,n),this._draw_minor_ticks(t,e,n),this._draw_major_labels(t,e,n),this._draw_axis_label(t,e,n),null!=this._render&&this._render(t,e,n),t.restore()},e.prototype.connect_signals=function(){var e=this;return t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return e.plot_view.request_render()})},e.prototype._get_size=function(){return this._tick_extent()+this._tick_label_extent()+this._axis_label_extent()},e.prototype.get_size=function(){return this.model.visible?Math.round(this._get_size()):0},e.prototype._draw_rule=function(t,e,n){var i,r,o,s,a,l,u,h,c,_,p;if(this.visuals.axis_line.doit){for(d=this.model.rule_coords,h=d[0],_=d[1],f=this.plot_view.map_to_screen(h,_,this.model.x_range_name,this.model.y_range_name),l=f[0],u=f[1],m=this.model.normals,o=m[0],s=m[1],v=this.model.offsets,c=v[0],p=v[1],this.visuals.axis_line.set_value(t),t.beginPath(),t.moveTo(Math.round(l[0]+o*c),Math.round(u[0]+s*p)),i=r=1,a=l.length;1<=a?ra;i=1<=a?++r:--r)l=Math.round(l[i]+o*c),u=Math.round(u[i]+s*p),t.lineTo(l,u);t.stroke();var d,f,m,v}},e.prototype._draw_major_ticks=function(t,e,n){var i,r,o;i=this.model.major_tick_in,r=this.model.major_tick_out,o=this.visuals.major_tick_line,this._draw_ticks(t,n.major,i,r,o)},e.prototype._draw_minor_ticks=function(t,e,n){var i,r,o;i=this.model.minor_tick_in,r=this.model.minor_tick_out,o=this.visuals.minor_tick_line,this._draw_ticks(t,n.minor,i,r,o)},e.prototype._draw_major_labels=function(t,e,n){var i,r,o,s,a;i=n.major,r=this.model.compute_labels(i[this.model.dimension]),o=this.model.major_label_orientation,s=e.tick+this.model.major_label_standoff,a=this.visuals.major_label_text,this._draw_oriented_labels(t,r,i,o,this.model.panel_side,s,a)},e.prototype._draw_axis_label=function(t,e,n){var i,r,o,s,a;if(null!=this.model.axis_label&&0!==this.model.axis_label.length){switch(this.model.panel.side){case\"above\":o=this.model.panel._hcenter.value,s=this.model.panel._bottom.value;break;case\"below\":o=this.model.panel._hcenter.value,s=this.model.panel._top.value;break;case\"left\":o=this.model.panel._right.value,s=this.model.panel._vcenter._value;break;case\"right\":o=this.model.panel._left.value,s=this.model.panel._vcenter._value}i=[[o],[s]],r=e.tick+u.sum(e.tick_label)+this.model.axis_label_standoff,a=this.visuals.axis_label_text,this._draw_oriented_labels(t,[this.model.axis_label],i,\"parallel\",this.model.panel_side,r,a,\"screen\")}},e.prototype._draw_ticks=function(t,e,n,i,r){var o,s,a,l,u,h,c,_,p,d,f,m,v,g,y,b,x,w,k;if(r.doit&&0!==e.length){for(b=e[0],w=e[1],S=this.plot_view.map_to_screen(b,w,this.model.x_range_name,this.model.y_range_name),m=S[0],y=S[1],T=this.model.normals,a=T[0],h=T[1],M=this.model.offsets,x=M[0],k=M[1],l=(A=[a*(x-n),h*(k-n)])[0],c=A[1],u=(E=[a*(x+i),h*(k+i)])[0],_=E[1],r.set_value(t),o=s=0,p=m.length;0<=p?sp;o=0<=p?++s:--s)d=Math.round(m[o]+u),v=Math.round(y[o]+_),f=Math.round(m[o]+l),g=Math.round(y[o]+c),t.beginPath(),t.moveTo(d,v),t.lineTo(f,g),t.stroke();var S,T,M,A,E}},e.prototype._draw_oriented_labels=function(t,e,n,i,r,o,s,a){void 0===a&&(a=\"data\");var l,u,c,_,p,d,f,m,v,g,y,b,x,w,k,S;if(s.doit&&0!==e.length){for(\"screen\"===a?(b=n[0],w=n[1],k=(T=[0,0])[0],S=T[1]):(u=n[0],c=n[1],M=this.plot_view.map_to_screen(u,c,this.model.x_range_name,this.model.y_range_name),b=M[0],w=M[1],A=this.model.offsets,k=A[0],S=A[1]),E=this.model.normals,d=E[0],m=E[1],f=d*(k+o),v=m*(S+o),s.set_value(t),this.model.panel.apply_label_text_heuristics(t,i),l=h.isString(i)?this.model.panel.get_label_angle_heuristic(i):-i,_=p=0,g=b.length;0<=g?pg;_=0<=g?++p:--p)y=Math.round(b[_]+f),x=Math.round(w[_]+v),t.translate(y,x),t.rotate(l),t.fillText(e[_],0,0),t.rotate(-l),t.translate(-y,-x);var T,M,A,E}},e.prototype._axis_label_extent=function(){var t,e;return null==this.model.axis_label||\"\"===this.model.axis_label?0:(t=this.model.axis_label_standoff,e=this.visuals.axis_label_text,this._oriented_labels_extent([this.model.axis_label],\"parallel\",this.model.panel_side,t,e))},e.prototype._tick_extent=function(){return this.model.major_tick_out},e.prototype._tick_label_extent=function(){return u.sum(this._tick_label_extents())},e.prototype._tick_label_extents=function(){var t,e,n,i,r;return t=this.model.tick_coords.major,e=this.model.compute_labels(t[this.model.dimension]),n=this.model.major_label_orientation,i=this.model.major_label_standoff,r=this.visuals.major_label_text,[this._oriented_labels_extent(e,n,this.model.panel_side,i,r)]},e.prototype._tick_label_extent=function(){return u.sum(this._tick_label_extents())},e.prototype._oriented_labels_extent=function(t,e,n,i,r){var o,s,a,l,u,c,_,p,d,f,m,v;if(0===t.length)return 0;for(a=this.plot_view.canvas_view.ctx,r.set_value(a),h.isString(e)?(c=1,o=this.model.panel.get_label_angle_heuristic(e)):(c=2,o=-e),o=Math.abs(o),s=Math.cos(o),f=Math.sin(o),l=0,_=p=0,d=t.length;0<=d?pd;_=0<=d?++p:--p)v=1.1*a.measureText(t[_]).width,u=.9*a.measureText(t[_]).ascent,(m=\"above\"===n||\"below\"===n?v*f+u/c*s:v*s+u/c*f)>l&&(l=m);return l>0&&(l+=i),l},e}(s.RendererView);var c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.compute_labels=function(t){var e,n,i,r;for(i=this.formatter.doFormat(t,this),e=n=0,r=t.length;0<=r?nr;e=0<=r?++n:--n)t[e]in this.major_label_overrides&&(i[e]=this.major_label_overrides[t[e]]);return i},e.prototype.label_info=function(t){var e;return e=this.major_label_orientation,{dim:this.dimension,coords:t,side:this.panel_side,orient:e,standoff:this.major_label_standoff}},e.prototype.add_panel=function(t){return this.panel=new r.SidePanel({side:t}),this.panel.attach_document(this.document),this.panel_side=t},e.prototype._offsets=function(){var t,e,n,i;switch(e=this.panel_side,r=[0,0],n=r[0],i=r[1],t=this.plot.plot_canvas.frame,e){case\"below\":i=Math.abs(this.panel._top.value-t._bottom.value);break;case\"above\":i=Math.abs(this.panel._bottom.value-t._top.value);break;case\"right\":n=Math.abs(this.panel._left.value-t._right.value);break;case\"left\":n=Math.abs(this.panel._right.value-t._left.value)}return[n,i];var r},e.prototype._ranges=function(){var t,e,n,i;return e=this.dimension,n=(e+1)%2,t=this.plot.plot_canvas.frame,i=[t.x_ranges[this.x_range_name],t.y_ranges[this.y_range_name]],[i[e],i[n]]},e.prototype._computed_bounds=function(){var t,e,n,i,r,o;return s=this.ranges,e=s[0],s[1],o=null!=(i=this.bounds)?i:\"auto\",n=[e.min,e.max],\"auto\"===o?n:h.isArray(o)?(Math.abs(o[0]-o[1])>Math.abs(n[0]-n[1])?(r=Math.max(Math.min(o[0],o[1]),n[0]),t=Math.min(Math.max(o[0],o[1]),n[1])):(r=Math.min(o[0],o[1]),t=Math.max(o[0],o[1])),[r,t]):(a.logger.error(\"user bounds '\"+o+\"' not understood\"),null);var s},e.prototype._rule_coords=function(){var t,e,n,i,r,o,s,a;return n=this.dimension,i=(n+1)%2,l=this.ranges,r=l[0],l[1],u=this.computed_bounds,o=u[0],e=u[1],s=new Array(2),a=new Array(2),t=[s,a],t[n][0]=Math.max(o,r.min),t[n][1]=Math.min(e,r.max),t[n][0]>t[n][1]&&(t[n][0]=t[n][1]=NaN),t[i][0]=this.loc,t[i][1]=this.loc,t;var l,u},e.prototype._tick_coords=function(){var t,e,n,i,r,o,s,a,l,u,h,c,_,p,d,f,m;for(n=this.dimension,r=(n+1)%2,v=this.ranges,h=v[0],v[1],g=this.computed_bounds,f=g[0],e=g[1],m=this.ticker.get_ticks(f,e,h,this.loc,{}),a=m.major,u=m.minor,t=[[],[]],l=[[],[]],y=[h.min,h.max],_=y[0],c=y[1],i=o=0,p=a.length;0<=p?op;i=0<=p?++o:--o)a[i]<_||a[i]>c||(t[n].push(a[i]),t[r].push(this.loc));for(i=s=0,d=u.length;0<=d?sd;i=0<=d?++s:--s)u[i]<_||u[i]>c||(l[n].push(u[i]),l[r].push(this.loc));return{major:t,minor:l};var v,g,y},e.prototype._get_loc=function(){var t;switch(e=this.ranges,e[0],t=e[1],t.start,t.end,this.panel_side){case\"left\":case\"below\":return t.start;case\"right\":case\"above\":return t.end}var e},e}(o.GuideRenderer);n.Axis=c,c.prototype.default_view=n.AxisView,c.prototype.type=\"Axis\",c.mixins([\"line:axis_\",\"line:major_tick_\",\"line:minor_tick_\",\"text:major_label_\",\"text:axis_label_\"]),c.define({bounds:[l.Any,\"auto\"],ticker:[l.Instance,null],formatter:[l.Instance,null],x_range_name:[l.String,\"default\"],y_range_name:[l.String,\"default\"],axis_label:[l.String,\"\"],axis_label_standoff:[l.Int,5],major_label_standoff:[l.Int,5],major_label_orientation:[l.Any,\"horizontal\"],major_label_overrides:[l.Any,{}],major_tick_in:[l.Number,2],major_tick_out:[l.Number,6],minor_tick_in:[l.Number,0],minor_tick_out:[l.Number,4]}),c.override({axis_line_color:\"black\",major_tick_line_color:\"black\",minor_tick_line_color:\"black\",major_label_text_font_size:\"8pt\",major_label_text_align:\"center\",major_label_text_baseline:\"alphabetic\",axis_label_text_font_size:\"10pt\",axis_label_text_font_style:\"italic\"}),c.internal({panel_side:[l.Any]}),c.getters({computed_bounds:function(){return this._computed_bounds()},rule_coords:function(){return this._rule_coords()},tick_coords:function(){return this._tick_coords()},ranges:function(){return this._ranges()},normals:function(){return this.panel._normals},dimension:function(){return this.panel._dim},offsets:function(){return this._offsets()},loc:function(){return this._get_loc()}})},function(t,e,n){var i=t(364),r=t(69),o=t(92),s=t(181);n.CategoricalAxisView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._render=function(t,e,n){return this._draw_group_separators(t,e,n)},e.prototype._draw_group_separators=function(t,e,n){var i,r,o,s,a,l,u,h,c,_,p,d,f,m,v,g,y,b,x;if(w=this.model.ranges,m=w[0],w[1],k=this.model.computed_bounds,b=k[0],s=k[1],d=this.model.loc,this.model.ticker.get_ticks(b,s,m,d,{}),S=this.model.ranges,m=S[0],S[1],m.tops&&!(m.tops.length<2)&&this.visuals.separator_line.doit){for(o=this.model.dimension,i=(o+1)%2,r=[[],[]],u=0,l=c=0,v=m.tops.length-1;0<=v?cv;l=0<=v?++c:--c){for(h=_=g=u,y=m.factors.length;g<=y?_y;h=g<=y?++_:--_)if(m.factors[h][0]===m.tops[l+1]){T=[m.factors[h-1],m.factors[h]],a=T[0],p=T[1],u=h;break}(f=(m.synthetic(a)+m.synthetic(p))/2)>b&&fh;o=0<=h?++a:--a)p=s[o],l=p[0],i=p[1],u=p[2],_=p[3],this._draw_oriented_labels(t,l,i,u,this.model.panel_side,c,_),c+=e.tick_label[o];var p},e.prototype._tick_label_extents=function(){var t,e,n,i,r,o,s,a;for(n=this._get_factor_info(),e=[],i=0,o=n.length;i1&&(t.tops[n]=s.tops,t.tops[i]=function(){var t,e,n,i;for(n=s.tops,i=[],t=0,e=n.length;ti;e=0<=i?++n:--n)r.push(this[e]=t[e]);return r});var _=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){switch(t.prototype.initialize.call(this,e),this.map_el=this.model.map?this.el.appendChild(u.div({class:\"bk-canvas-map\"})):null,this.model.output_backend){case\"canvas\":case\"webgl\":this.canvas_el=this.el.appendChild(u.canvas({class:\"bk-canvas\"})),this._ctx=this.canvas_el.getContext(\"2d\");break;case\"svg\":this._ctx=new c,this.canvas_el=this.el.appendChild(this._ctx.getSvg())}return this.overlays_el=this.el.appendChild(u.div({class:\"bk-canvas-overlays\"})),this.events_el=this.el.appendChild(u.div({class:\"bk-canvas-events\"})),this.ctx=this.get_ctx(),h.fixup_ctx(this.ctx),a.logger.debug(\"CanvasView initialized\")},e.prototype.get_ctx=function(){return this._ctx},e.prototype.get_canvas_element=function(){return this.canvas_el},e.prototype.prepare_canvas=function(){var t,e,n;return n=this.model._width.value,t=this.model._height.value,this.el.style.width=n+\"px\",this.el.style.height=t+\"px\",e=h.get_scale_ratio(this.ctx,this.model.use_hidpi,this.model.output_backend),this.model.pixel_ratio=e,this.canvas_el.style.width=n+\"px\",this.canvas_el.style.height=t+\"px\",this.canvas_el.setAttribute(\"width\",n*e),this.canvas_el.setAttribute(\"height\",t*e),a.logger.debug(\"Rendering CanvasView with width: \"+n+\", height: \"+t+\", pixel ratio: \"+e)},e.prototype.set_dims=function(t){var e=t[0],n=t[1];if(0!==e&&0!==n)return e!==this.model._width.value&&(null!=this._width_constraint&&this.solver.has_constraint(this._width_constraint)&&this.solver.remove_constraint(this._width_constraint),this._width_constraint=s.EQ(this.model._width,-e),this.solver.add_constraint(this._width_constraint)),n!==this.model._height.value&&(null!=this._height_constraint&&this.solver.has_constraint(this._height_constraint)&&this.solver.remove_constraint(this._height_constraint),this._height_constraint=s.EQ(this.model._height,-n),this.solver.add_constraint(this._height_constraint)),this.solver.update_variables()},e}(o.DOMView);n.CanvasView=_,_.prototype.className=\"bk-canvas-wrapper\";var p=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.LayoutCanvas);n.Canvas=p,p.prototype.type=\"Canvas\",p.prototype.default_view=_,p.internal({map:[l.Boolean,!1],use_hidpi:[l.Boolean,!0],pixel_ratio:[l.Number,1],output_backend:[l.OutputBackend,\"canvas\"]}),p.getters({panel:function(){return this}})},function(t,e,n){var i=t(364),r=t(166),o=t(168),s=t(169),a=t(160),l=t(156),u=t(157),h=t(11),c=t(15),_=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e,n){var i=this;return t.prototype.initialize.call(this,e,n),this._configure_scales(),this.connect(this.change,function(){return i._configure_scales()})},e.prototype.get_editables=function(){return t.prototype.get_editables.call(this).concat([this._width,this._height])},e.prototype.map_to_screen=function(t,e,n,i){void 0===n&&(n=\"default\"),void 0===i&&(i=\"default\");var r,o;return r=this.xscales[n].v_compute(t),o=this.yscales[i].v_compute(e),[r,o]},e.prototype._get_ranges=function(t,e){var n,i,r;if(r={},r.default=t,null!=e)for(i in e)n=e[i],r[i]=n;return r},e.prototype._get_scales=function(t,e,n){var i,h,c,_;_={};for(i in e){if((h=e[i])instanceof l.DataRange1d||h instanceof a.Range1d){if(!(t instanceof s.LogScale||t instanceof o.LinearScale))throw new Error(\"Range \"+h.type+\" is incompatible is Scale \"+t.type);if(t instanceof r.CategoricalScale)throw new Error(\"Range \"+h.type+\" is incompatible is Scale \"+t.type)}if(h instanceof u.FactorRange&&!(t instanceof r.CategoricalScale))throw new Error(\"Range \"+h.type+\" is incompatible is Scale \"+t.type);t instanceof s.LogScale&&h instanceof l.DataRange1d&&(h.scale_hint=\"log\"),(c=t.clone()).setv({source_range:h,target_range:n}),_[i]=c}return _},e.prototype._configure_frame_ranges=function(){return this._h_target=new a.Range1d({start:this._left.value,end:this._right.value}),this._v_target=new a.Range1d({start:this._bottom._value,end:this._top.value})},e.prototype._configure_scales=function(){return this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._xscales=this._get_scales(this.x_scale,this._x_ranges,this._h_target),this._yscales=this._get_scales(this.y_scale,this._y_ranges,this._v_target)},e.prototype._update_scales=function(){var t,e,n;this._configure_frame_ranges(),e=this._xscales;for(t in e)e[t].target_range=this._h_target;n=this._yscales;for(t in n)n[t].target_range=this._v_target;return null},Object.defineProperty(e.prototype,\"x_ranges\",{get:function(){return this._x_ranges},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"y_ranges\",{get:function(){return this._y_ranges},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"xscales\",{get:function(){return this._xscales},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"yscales\",{get:function(){return this._yscales},enumerable:!0,configurable:!0}),e}(h.LayoutCanvas);n.CartesianFrame=_,_.prototype.type=\"CartesianFrame\",_.getters({panel:function(){return this}}),_.internal({extra_x_ranges:[c.Any,{}],extra_y_ranges:[c.Any,{}],x_range:[c.Instance],y_range:[c.Instance],x_scale:[c.Instance],y_scale:[c.Instance]})},function(t,e,n){var i=t(79);n.Canvas=i.Canvas;var r=t(80);n.CartesianFrame=r.CartesianFrame},function(t,e,n){var i=t(364),r=t(50);n.Expression=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e,n){return t.prototype.initialize.call(this,e,n),this._connected={},this._result={}},e.prototype._v_compute=function(t){return null==this._connected[t.id]&&(this.connect(t.change,function(){return this._result[t.id]=null}),this._connected[t.id]=!0),null!=this._result[t.id]?this._result[t.id]:(this._result[t.id]=this.v_compute(t),this._result[t.id])},e}(r.Model)},function(t,e,n){var i=t(82);n.Expression=i.Expression;var r=t(84);n.Stack=r.Stack},function(t,e,n){var i=t(364),r=t(82),o=t(15),s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.v_compute=function(t){var e,n,i,r,o,s,a,l,u,h;for(u=new Float64Array(t.get_length()),a=this.fields,i=0,o=a.length;i0?a.all(this.booleans,l.isBoolean)?(this.booleans.length!==t.get_length()&&s.logger.warn(\"BooleanFilter \"+this.id+\": length of booleans doesn't match data source\"),function(){var t,n,i,r;for(i=a.range(0,this.booleans.length),r=[],t=0,n=i.length;t=0?a.all(this.filter,s.isBoolean)?function(){var e,n,i,r;for(i=a.range(0,this.filter.length),r=[],e=0,n=i.length;er;n=0<=r?++i:--i)e[n]===this.group&&o.push(n);return o}.call(this),0===this.indices.length&&s.logger.warn(\"group filter: group '\"+this.group+\"' did not match any values in column '\"+this.column_name+\"'\"),this.indices)},e}(r.Filter);n.GroupFilter=a,a.prototype.type=\"GroupFilter\",a.define({column_name:[o.String],group:[o.String]})},function(t,e,n){var i=t(85);n.BooleanFilter=i.BooleanFilter;var r=t(86);n.CustomJSFilter=r.CustomJSFilter;var o=t(87);n.Filter=o.Filter;var s=t(88);n.GroupFilter=s.GroupFilter;var a=t(90);n.IndexFilter=a.IndexFilter},function(t,e,n){var i=t(364),r=t(87),o=t(15),s=t(14),a=t(42),l=t(22),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.compute_indices=function(t){var e;return(null!=(e=this.indices)?e.length:void 0)>=0?l.all(this.indices,a.isInteger)?this.indices:(s.logger.warn(\"IndexFilter \"+this.id+\": indices should be array of integers, defaulting to no filtering\"),null):(s.logger.warn(\"IndexFilter \"+this.id+\": indices was not set, defaulting to no filtering\"),null)},e}(r.Filter);n.IndexFilter=u,u.prototype.type=\"IndexFilter\",u.define({indices:[o.Array,null]})},function(t,e,n){var i=t(364),r=t(100),o=t(15),s=t(42),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e,n){return t.prototype.initialize.call(this,e,n),this.last_precision=3},e.prototype.doFormat=function(t,e){var n,i,r,o,a,l,u,h,c,_,p,d,f,m,v,g,y,b,x,w,k;if(0===t.length)return[];if(k=0,t.length>=2&&(k=Math.abs(t[1]-t[0])/1e4),_=!1,this.use_scientific)for(r=0,u=t.length;rk&&(x>=this.scientific_limit_high||x<=this.scientific_limit_low)){_=!0;break}if(null==(d=this.precision)||s.isNumber(d)){if(l=new Array(t.length),_)for(n=o=0,f=t.length;0<=f?of;n=0<=f?++o:--o)l[n]=t[n].toExponential(d||void 0);else for(n=a=0,m=t.length;0<=m?am;n=0<=m?++a:--a)l[n]=t[n].toFixed(d||void 0).replace(/(\\.[0-9]*?)0+$/,\"$1\").replace(/\\.$/,\"\");return l}if(\"auto\"===d)for(l=new Array(t.length),w=h=v=this.last_precision;v<=15?h<=15:h>=15;w=v<=15?++h:--h){if(i=!0,_){for(n=c=0,g=t.length;0<=g?cg;n=0<=g?++c:--c)if(l[n]=t[n].toExponential(w),n>0&&l[n]===l[n-1]){i=!1;break}if(i)break}else{for(n=p=0,y=t.length;0<=y?py;n=0<=y?++p:--p)if(l[n]=t[n].toFixed(w).replace(/(\\.[0-9]*?)0+$/,\"$1\").replace(/\\.$/,\"\"),n>0&&l[n]===l[n-1]){i=!1;break}if(i)break}if(i)return this.last_precision=w,l}return l},e}(r.TickFormatter);n.BasicTickFormatter=a,a.prototype.type=\"BasicTickFormatter\",a.define({precision:[o.Any,\"auto\"],use_scientific:[o.Bool,!0],power_limit_high:[o.Number,5],power_limit_low:[o.Number,-3]}),a.getters({scientific_limit_low:function(){return Math.pow(10,this.power_limit_low)},scientific_limit_high:function(){return Math.pow(10,this.power_limit_high)}})},function(t,e,n){var i=t(364),r=t(100),o=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.doFormat=function(t,e){return t},e}(r.TickFormatter);n.CategoricalTickFormatter=o,o.prototype.type=\"CategoricalTickFormatter\"},function(t,e,n){var i,r,o,s=t(364),a=t(362),l=t(363),u=t(100),h=t(14),c=t(15),_=t(22),p=t(42);o=function(t){return Math.round(t/1e3%1*1e6)},i=function(t){return l(t,\"%Y %m %d %H %M %S\").split(/\\s+/).map(function(t){return parseInt(t,10)})},r=function(t,e){var n;return p.isFunction(e)?e(t):(n=a.sprintf(\"$1%06d\",o(t)),-1===(e=e.replace(/((^|[^%])(%%)*)%f/,n)).indexOf(\"%\")?e:l(t,e))};var d=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(e,t),e.prototype.initialize=function(e,n){return t.prototype.initialize.call(this,e,n),this._update_width_formats()},e.prototype._update_width_formats=function(){var t,e;return e=l(new Date),t=function(t){var n,i,o;return i=function(){var i,o,s;for(s=[],i=0,o=t.length;i=60?\"minsec\":\"seconds\";case!(n<3600):return e>=3600?\"hourmin\":\"minutes\";case!(n<86400):return\"hours\";case!(n<2678400):return\"days\";case!(n<31536e3):return\"months\";default:return\"years\"}},e.prototype.doFormat=function(t,e,n,o,s,a){void 0===n&&(n=null),void 0===o&&(o=null),void 0===s&&(s=.3),void 0===a&&(a=null);var l,u,c,_,p,d,f,m,v,g,y,b,x,w,k,S,T,M,A,E,z,C,O,N,j,P,D;if(0===t.length)return[];if(C=Math.abs(t[t.length-1]-t[0])/1e3,S=a?a.resolution:C/(t.length-1),A=this._get_resolution_str(S,C),F=this._width_formats[A],D=F[0],_=F[1],c=_[0],o){for(p=[],f=m=0,T=D.length;0<=T?mT;f=0<=T?++m:--m)D[f]*t.length0&&(c=p[p.length-1])}for(y=[],E=this.format_order.indexOf(A),j={},M=this.format_order,v=0,b=M.length;vs;i=0<=s?++r:--r)if(o[i]=n+\"^\"+Math.round(Math.log(t[i])/Math.log(n)),i>0&&o[i]===o[i-1]){a=!0;break}return a&&(o=this.basic_formatter.doFormat(t)),o},e}(o.TickFormatter);n.LogTickFormatter=l,l.prototype.type=\"LogTickFormatter\",l.define({ticker:[a.Instance,null]})},function(t,e,n){var i=t(364),r=t(91),o=t(15),s=t(31),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.doFormat=function(e,n){var i,r,o,a,l,u,h,c;if(null==this.dimension)throw new Error(\"MercatorTickFormatter.dimension not configured\");if(0===e.length)return[];if(u=new Array(e.length),\"lon\"===this.dimension)for(i=r=0,h=e.length;0<=h?rh;i=0<=h?++r:--r)_=s.proj4(s.mercator).inverse([e[i],n.loc]),l=_[0],a=_[1],u[i]=l;else for(i=o=0,c=e.length;0<=c?oc;i=0<=c?++o:--o)p=s.proj4(s.mercator).inverse([n.loc,e[i]]),l=p[0],a=p[1],u[i]=a;return t.prototype.doFormat.call(this,u,n);var _,p},e}(r.BasicTickFormatter);n.MercatorTickFormatter=a,a.prototype.type=\"MercatorTickFormatter\",a.define({dimension:[o.LatLon]})},function(t,e,n){var i=t(364),r=t(332),o=t(100),s=t(15),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.doFormat=function(t,e){var n,i,o,s;return n=this.format,i=this.language,o=function(){switch(this.rounding){case\"round\":case\"nearest\":return Math.round;case\"floor\":case\"rounddown\":return Math.floor;case\"ceil\":case\"roundup\":return Math.ceil}}.call(this),function(){var e,a,l;for(l=[],e=0,a=t.length;en;t=0<=n?++e:--e)i.push(this._angle[t]=this._end_angle[t]-this._start_angle[t]);return i},e.prototype._render=function(t,e,n){var i,r,o,s,a,l=n.sx,u=n.sy,h=n._start_angle,c=n._angle,_=n.sinner_radius,p=n.souter_radius;for(i=this.model.properties.direction.value(),a=[],o=0,s=e.length;o=h&&i.push([u,s]);for(r=this.model.properties.direction.value(),l=[],_=0,d=i.length;_=0||navigator.userAgent.indexOf(\"Trident\")>0||navigator.userAgent.indexOf(\"Edge\")>0,this.visuals.fill.doit){if(this.visuals.fill.set_vectorize(t,r),t.beginPath(),o)for(a=0,u=(h=[!1,!0]).length;a=s&&i.push([r,n]);return o.create_1d_hit_test_result(i);var k,S},e.prototype.draw_legend_for_index=function(t,e,n,i,r,o){var s,a,l,u,h,c,_;return a=[o],c={},c[o]=(e+n)/2,_={},_[o]=(i+r)/2,l=.5*Math.min(Math.abs(n-e),Math.abs(r-i)),u={},u[o]=.4*l,h={},h[o]=.8*l,s={sx:c,sy:_,sinner_radius:u,souter_radius:h},this._render(t,a,s)},e}(r.XYGlyphView);var a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.XYGlyph);n.Annulus=a,a.prototype.default_view=n.AnnulusView,a.prototype.type=\"Annulus\",a.mixins([\"line\",\"fill\"]),a.define({inner_radius:[s.DistanceSpec],outer_radius:[s.DistanceSpec]})},function(t,e,n){var i=t(364),r=t(128),o=t(15);n.ArcView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._map_data=function(){return\"data\"===this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this._radius):this.sradius=this._radius},e.prototype._render=function(t,e,n){var i,r,o,s,a,l=n.sx,u=n.sy,h=n.sradius,c=n._start_angle,_=n._end_angle;if(this.visuals.line.doit){for(i=this.model.properties.direction.value(),a=[],o=0,s=e.length;or;t=0<=r?++e:--e)isNaN(this._x0[t]+this._x1[t]+this._y0[t]+this._y1[t]+this._cx0[t]+this._cy0[t]+this._cx1[t]+this._cy1[t])||(h=i(this._x0[t],this._y0[t],this._x1[t],this._y1[t],this._cx0[t],this._cy0[t],this._cx1[t],this._cy1[t]),s=h[0],l=h[1],a=h[2],u=h[3],n.push({minX:s,minY:l,maxX:a,maxY:u,i:t}));return new o.RBush(n);var h},e.prototype._render=function(t,e,n){var i,r,o,s,a=n.sx0,l=n.sy0,u=n.sx1,h=n.sy1,c=(n.scx,n.scx0),_=n.scy0,p=n.scx1,d=n.scy1;if(this.visuals.line.doit){for(s=[],r=0,o=e.length;rl;n=0<=l?++i:--i)h=this._lrtb(n),o=h[0],a=h[1],u=h[2],e=h[3],!isNaN(o+a+u+e)&&isFinite(o+a+u+e)&&s.push({minX:o,minY:e,maxX:a,maxY:u,i:n});return new r.RBush(s);var h},e.prototype._render=function(t,e,n){var i,r,o,s,a=n.sleft,l=n.sright,u=n.stop,h=n.sbottom;for(s=[],r=0,o=e.length;re;0<=e?t++:t--)u.push(t);return u}.apply(this),n=[],i=s=0,a=e.length;0<=a?sa;i=0<=a?++s:--s)r=e[i],o.point_in_poly(this.sx[i],this.sy[i],h,c)&&n.push(r);return l=o.create_hit_test_result(),l[\"1d\"].indices=n,l},e.prototype.draw_legend_for_index=function(t,e,n,i,r,o){var s,a,l,u,h;return a=[o],u={},u[o]=(e+n)/2,h={},h[o]=(i+r)/2,l={},l[o]=.2*Math.min(Math.abs(n-e),Math.abs(r-i)),s={sx:u,sy:h,sradius:l},this._render(t,a,s)},e}(r.XYGlyphView);var a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e,n){return t.prototype.initialize.call(this,e,n),this.properties.radius.optional=!0},e}(r.XYGlyph);n.Circle=a,a.prototype.default_view=n.CircleView,a.prototype.type=\"Circle\",a.mixins([\"line\",\"fill\"]),a.define({angle:[s.AngleSpec,0],size:[s.DistanceSpec,{units:\"screen\",value:4}],radius:[s.DistanceSpec,null],radius_dimension:[s.String,\"x\"]})},function(t,e,n){var i=t(364),r=t(128),o=t(15);n.EllipseView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._set_data=function(){if(this.max_w2=0,\"data\"===this.model.properties.width.units&&(this.max_w2=this.max_width/2),this.max_h2=0,\"data\"===this.model.properties.height.units)return this.max_h2=this.max_height/2},e.prototype._map_data=function(){return\"data\"===this.model.properties.width.units?this.sw=this.sdist(this.renderer.xscale,this._x,this._width,\"center\"):this.sw=this._width,\"data\"===this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this._height,\"center\"):this.sh=this._height},e.prototype._render=function(t,e,n){var i,r,o,s,a=n.sx,l=n.sy,u=n.sw,h=n.sh;for(s=[],r=0,o=e.length;r1?(c[o]=s,h[o]=s/u):(c[o]=s*u,h[o]=s),a={sx:_,sy:p,sw:c,sh:h},this._render(t,l,a)},e.prototype._bounds=function(t){return this.max_wh2_bounds(t)},e}(r.XYGlyphView);var s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.XYGlyph);n.Ellipse=s,s.prototype.default_view=n.EllipseView,s.prototype.type=\"Ellipse\",s.mixins([\"line\",\"fill\"]),s.define({angle:[o.AngleSpec,0],width:[o.DistanceSpec],height:[o.DistanceSpec]})},function(t,e,n){var i=t(364),r=t(9),o=t(15),s=t(23),a=t(32),l=t(45),u=t(50),h=t(46),c=t(14),_=t(30),p=t(42),d=t(114);n.GlyphView=function(e){function n(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(n,e),n.prototype.initialize=function(n){var i,r,o,s;if(e.prototype.initialize.call(this,n),this._nohit_warned={},this.renderer=n.renderer,this.visuals=new h.Visuals(this.model),null!=(r=this.renderer.plot_view.canvas_view.ctx).glcanvas){try{s=t(425)}catch(t){if(\"MODULE_NOT_FOUND\"!==(o=t).code)throw o;c.logger.warn(\"WebGL was requested and is supported, but bokeh-gl(.min).js is not available, falling back to 2D rendering.\"),s=null}if(null!=s&&null!=(i=s[this.model.type+\"GLGlyph\"]))return this.glglyph=new i(r.glcanvas.gl,this)}},n.prototype.set_visuals=function(t){if(this.visuals.warm_cache(t),null!=this.glglyph)return this.glglyph.set_visuals_changed()},n.prototype.render=function(t,e,n){if(t.beginPath(),null==this.glglyph||!this.glglyph.render(t,e,n))return this._render(t,e,n)},n.prototype.has_finished=function(){return!0},n.prototype.notify_finished=function(){return this.renderer.notify_finished()},n.prototype.bounds=function(){return null==this.index?s.empty():this._bounds(this.index.bbox)},n.prototype.log_bounds=function(){var t,e,n,i,r,o,a,l,u;if(null==this.index)return s.empty();for(t=s.empty(),o=this.index.search(s.positive_x()),a=this.index.search(s.positive_y()),e=0,i=o.length;et.maxX&&(t.maxX=l.maxX);for(n=0,r=a.length;nt.maxY&&(t.maxY=u.maxY);return this._bounds(t)},n.prototype.max_wh2_bounds=function(t){return{minX:t.minX-this.max_w2,maxX:t.maxX+this.max_w2,minY:t.minY-this.max_h2,maxY:t.maxY+this.max_h2}},n.prototype.get_anchor_point=function(t,e,n){var i=n[0],r=n[1];switch(t){case\"center\":return{x:this.scx(e,i,r),y:this.scy(e,i,r)};default:return null}},n.prototype.scx=function(t){return this.sx[t]},n.prototype.scy=function(t){return this.sy[t]},n.prototype.sdist=function(t,e,n,i,r){void 0===i&&(i=\"edge\"),void 0===r&&(r=!1);var o,s,a,l,u,h,c;return null!=t.source_range.v_synthetic&&(e=t.source_range.v_synthetic(e)),\"center\"===i?(s=function(){var t,e,i;for(i=[],t=0,e=n.length;tn;a=0<=n?++t:--t)i.push(e[a]-s[a]);return i}(),u=function(){var t,n,i;for(i=[],a=t=0,n=e.length;0<=n?tn;a=0<=n?++t:--t)i.push(e[a]+s[a]);return i}()):(l=e,u=function(){var t,e,i;for(i=[],a=t=0,e=l.length;0<=e?te;a=0<=e?++t:--t)i.push(l[a]+n[a]);return i}()),h=t.v_compute(l),c=t.v_compute(u),r?function(){var t,e,n;for(n=[],a=t=0,e=h.length;0<=e?te;a=0<=e?++t:--t)n.push(Math.ceil(Math.abs(c[a]-h[a])));return n}():function(){var t,e,n;for(n=[],a=t=0,e=h.length;0<=e?te;a=0<=e?++t:--t)n.push(Math.abs(c[a]-h[a]));return n}()},n.prototype.draw_legend_for_index=function(t,e,n,i,r,o){return null},n.prototype._generic_line_legend=function(t,e,n,i,r,o){return t.save(),t.beginPath(),t.moveTo(e,(i+r)/2),t.lineTo(n,(i+r)/2),this.visuals.line.doit&&(this.visuals.line.set_vectorize(t,o),t.stroke()),t.restore()},n.prototype._generic_area_legend=function(t,e,n,i,r,o){var s,a,l,u,h,c,_,p;if([o],p=Math.abs(n-e),a=.1*p,l=Math.abs(r-i),s=.1*l,u=e+a,h=n-a,c=i+s,_=r-s,this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(t,o),t.fillRect(u,c,h-u,_-c)),this.visuals.line.doit)return t.beginPath(),t.rect(u,c,h-u,_-c),this.visuals.line.set_vectorize(t,o),t.stroke()},n.prototype.hit_test=function(t){var e,n;return n=null,e=\"_hit_\"+t.type,null!=this[e]?n=this[e](t):null==this._nohit_warned[t.type]&&(c.logger.debug(\"'\"+t.type+\"' selection not available for \"+this.model.type),this._nohit_warned[t.type]=!0),n},n.prototype._hit_rect_against_index=function(t){var e,n,i,o,s,a,l,u,h,c;return i=t.sx0,o=t.sx1,s=t.sy0,a=t.sy1,_=this.renderer.xscale.r_invert(i,o),l=_[0],u=_[1],p=this.renderer.yscale.r_invert(s,a),h=p[0],c=p[1],e=r.validate_bbox_coords([l,u],[h,c]),n=r.create_hit_test_result(),n[\"1d\"].indices=this.index.indices(e),n;var _,p},n.prototype.set_data=function(t,e,n){var i,r,o,s,l,u,h,c,p,f,m,v;if(i=this.model.materialize_dataspecs(t),this.visuals.set_all_indices(e),e&&!(this instanceof d.LineView)){r={};for(l in i)c=i[l],\"_\"===l.charAt(0)?r[l]=function(){var t,n,i;for(i=[],t=0,n=e.length;tl;t=0<=l?++n:--n)g=this.map_to_screen(this[d][t],this[f][t]),u=g[0],c=g[1],this[h].push(u),this[_].push(c);else y=this.map_to_screen(this[d],this[f]),this[h]=y[0],this[_]=y[1];return this._map_data();var m,v,g,y},n.prototype._map_data=function(){},n.prototype.map_to_screen=function(t,e){return this.renderer.plot_view.map_to_screen(t,e,this.model.x_range_name,this.model.y_range_name)},n}(l.View);var f=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.coords=function(t){var e,n,i,r,s,a;for(e=this.prototype._coords.concat(t),this.prototype._coords=e,r={},n=0,i=t.length;nn;t=0<=n?++e:--e)this.stop.push(this.sy[t]-this.sh[t]/2),this.sbottom.push(this.sy[t]+this.sh[t]/2);return null},e}(r.BoxView);var s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.Box);n.HBar=s,s.prototype.default_view=n.HBarView,s.prototype.type=\"HBar\",s.coords([[\"left\",\"y\"]]),s.define({height:[o.DistanceSpec],right:[o.NumberSpec]}),s.override({left:0})},function(t,e,n){var i=t(364),r=t(128),o=t(146),s=t(15),a=t(22);n.ImageView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e),this.connect(this.model.color_mapper.change,function(){return this._update_image()})},e.prototype._update_image=function(){if(null!=this.image_data)return this._set_data(),this.renderer.plot_view.request_render()},e.prototype._set_data=function(){var t,e,n,i,r,o,s,l,u,h,c,_;for(null!=this.image_data&&this.image_data.length===this._image.length||(this.image_data=new Array(this._image.length)),null!=this._width&&this._width.length===this._image.length||(this._width=new Array(this._image.length)),null!=this._height&&this._height.length===this._image.length||(this._height=new Array(this._image.length)),c=[],o=u=0,h=this._image.length;0<=h?uh;o=0<=h?++u:--u)_=[],null!=this._image_shape&&(_=this._image_shape[o]),_.length>0?(l=this._image[o],this._height[o]=_[0],this._width[o]=_[1]):(l=a.concat(this._image[o]),this._height[o]=this._image[o].length,this._width[o]=this._image[o][0].length),null!=this.image_data[o]&&this.image_data[o].width===this._width[o]&&this.image_data[o].height===this._height[o]?n=this.image_data[o]:((n=document.createElement(\"canvas\")).width=this._width[o],n.height=this._height[o]),r=n.getContext(\"2d\"),s=r.getImageData(0,0,this._width[o],this._height[o]),i=this.model.color_mapper,t=i.v_map_screen(l,!0),e=new Uint8Array(t),s.data.set(e),r.putImageData(s,0,0),this.image_data[o]=n,this.max_dw=0,\"data\"===this._dw.units&&(this.max_dw=a.max(this._dw)),this.max_dh=0,\"data\"===this._dh.units?c.push(this.max_dh=a.max(this._dh)):c.push(void 0);return c},e.prototype._map_data=function(){switch(this.model.properties.dw.units){case\"data\":this.sw=this.sdist(this.renderer.xscale,this._x,this._dw,\"edge\",this.model.dilate);break;case\"screen\":this.sw=this._dw}switch(this.model.properties.dh.units){case\"data\":return this.sh=this.sdist(this.renderer.yscale,this._y,this._dh,\"edge\",this.model.dilate);case\"screen\":return this.sh=this._dh}},e.prototype._render=function(t,e,n){var i,r,o,s,a,l=n.image_data,u=n.sx,h=n.sy,c=n.sw,_=n.sh;for(s=t.getImageSmoothingEnabled(),t.setImageSmoothingEnabled(!1),r=0,o=e.length;rd;u=0<=d?++_:--_)if(!(null!=e&&e.indexOf(u)<0)){if(v=[],null!=this._image_shape&&(v=this._image_shape[u]),v.length>0)n=this._image[u].buffer,this._height[u]=v[0],this._width[u]=v[1];else{for(l=s.concat(this._image[u]),n=new ArrayBuffer(4*l.length),o=new Uint32Array(n),c=p=0,f=l.length;0<=f?pf;c=0<=f?++p:--p)o[c]=l[c];this._height[u]=this._image[u].length,this._width[u]=this._image[u][0].length}null!=this.image_data[u]&&this.image_data[u].width===this._width[u]&&this.image_data[u].height===this._height[u]?r=this.image_data[u]:((r=document.createElement(\"canvas\")).width=this._width[u],r.height=this._height[u]),a=r.getContext(\"2d\"),h=a.getImageData(0,0,this._width[u],this._height[u]),i=new Uint8Array(n),h.data.set(i),a.putImageData(h,0,0),this.image_data[u]=r,this.max_dw=0,\"data\"===this._dw.units&&(this.max_dw=s.max(this._dw)),this.max_dh=0,\"data\"===this._dh.units?m.push(this.max_dh=s.max(this._dh)):m.push(void 0)}return m},e.prototype._map_data=function(){switch(this.model.properties.dw.units){case\"data\":this.sw=this.sdist(this.renderer.xscale,this._x,this._dw,\"edge\",this.model.dilate);break;case\"screen\":this.sw=this._dw}switch(this.model.properties.dh.units){case\"data\":return this.sh=this.sdist(this.renderer.yscale,this._y,this._dh,\"edge\",this.model.dilate);case\"screen\":return this.sh=this._dh}},e.prototype._render=function(t,e,n){var i,r,o,s,a,l=n.image_data,u=n.sx,h=n.sy,c=n.sw,_=n.sh;for(s=t.getImageSmoothingEnabled(),t.setImageSmoothingEnabled(!1),r=0,o=e.length;ri;t=0<=i?++n:--n)null!=this._url[t]&&((e=new Image).onerror=function(t,e){return function(){return l.retries[t]>0?(o.logger.trace(\"ImageURL failed to load \"+l._url[t]+\" image, retrying in \"+a+\" ms\"),setTimeout(function(){return e.src=l._url[t]},a)):o.logger.warn(\"ImageURL unable to load \"+l._url[t]+\" image after \"+s+\" retries\"),l.retries[t]-=1}}(t,e),e.onload=function(t,e){return function(){return l.image[e]=t,l.renderer.request_render()}}(e,t),r.push(e.src=this._url[t]));return r},e.prototype.has_finished=function(){return t.prototype.has_finished.call(this)&&!0===this._images_rendered},e.prototype._map_data=function(){var t,e,n;switch(e=function(){var t,e,i,r;if(null!=this.model.w)return this._w;for(i=this._x,r=[],t=0,e=i.length;t1&&(t.stroke(),i=!1)}i?t.lineTo(l[r],u[r]):(t.beginPath(),t.moveTo(l[r],u[r]),i=!0),s=r}if(i)return t.stroke()},e.prototype._hit_point=function(t){var e,n,i,r,s,a,l,u,h,c;for(u=o.create_hit_test_result(),a={x:t.sx,y:t.sy},h=9999,c=Math.max(2,this.visuals.line.line_width.value()/2),n=i=0,l=this.sx.length-1;0<=l?il;n=0<=l?++i:--i)_=[{x:this.sx[n],y:this.sy[n]},{x:this.sx[n+1],y:this.sy[n+1]}],r=_[0],s=_[1],(e=o.dist_to_segment(a,r,s))i;e=0<=i?++n:--n)(u[e]<=l&&l<=u[e+1]||u[e+1]<=l&&l<=u[e])&&(r[\"0d\"].glyph=this.model,r[\"0d\"].get_view=function(){return this}.bind(this),r[\"0d\"].flag=!0,r[\"0d\"].indices.push(e));return r},e.prototype.get_interpolation_hit=function(t,e){var n,i,r,s,a,l,u,h,c,_,p;return i=e.sx,r=e.sy,d=[this._x[t],this._y[t],this._x[t+1],this._y[t+1]],l=d[0],_=d[1],u=d[2],p=d[3],\"point\"===e.type?(f=this.renderer.yscale.r_invert(r-1,r+1),h=f[0],c=f[1],m=this.renderer.xscale.r_invert(i-1,i+1),s=m[0],a=m[1]):\"v\"===e.direction?(v=this.renderer.yscale.r_invert(r,r),h=v[0],c=v[1],s=(g=[l,u])[0],a=g[1]):(y=this.renderer.xscale.r_invert(i,i),s=y[0],a=y[1],h=(b=[_,p])[0],c=b[1]),n=o.check_2_segments_intersect(s,h,a,c,l,_,u,p),[n.x,n.y];var d,f,m,v,g,y,b},e.prototype.draw_legend_for_index=function(t,e,n,i,r,o){return this._generic_line_legend(t,e,n,i,r,o)},e}(r.XYGlyphView);var s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.XYGlyph);n.Line=s,s.prototype.default_view=n.LineView,s.prototype.type=\"Line\",s.mixins([\"line\"])},function(t,e,n){var i=t(364),r=t(36),o=t(9),s=t(22),a=t(42),l=t(108);n.MultiLineView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._index_data=function(){var t,e,n,i,o,l,u,h;for(n=[],t=e=0,i=this._xs.length;0<=i?ei;t=0<=i?++e:--e)null!==this._xs[t]&&0!==this._xs[t].length&&(l=function(){var e,n,i,r;for(i=this._xs[t],r=[],e=0,n=i.length;el;r=0<=l?++s:--s)0!==r?isNaN(h[r])||isNaN(c[r])?(t.stroke(),t.beginPath()):t.lineTo(h[r],c[r]):(t.beginPath(),t.moveTo(h[r],c[r]));u.push(t.stroke())}return u;var d},e.prototype._hit_point=function(t){var e,n,i,r,s,a,l,u,h,c,_,p,d,f,m;for(d=o.create_hit_test_result(),h={x:t.sx,y:t.sy},f=9999,n={},i=s=0,_=this.sxs.length;0<=_?s<_:s>_;i=0<=_?++s:--s){for(m=Math.max(2,this.visuals.line.cache_select(\"line_width\",i)/2),c=null,r=a=0,p=this.sxs[i].length-1;0<=p?ap;r=0<=p?++a:--a)v=[{x:this.sxs[i][r],y:this.sys[i][r]},{x:this.sxs[i][r+1],y:this.sys[i][r+1]}],l=v[0],u=v[1],(e=o.dist_to_segment(h,l,u))l;n=0<=l?++r:--r){for(a=[],i=s=0,u=d[n].length-1;0<=u?su;i=0<=u?++s:--s)d[n][i]<=p&&p<=d[n][i+1]&&a.push(i);a.length>0&&(e[n]=a)}return h[\"1d\"].indices=function(){var t,i,r,o;for(r=Object.keys(e),o=[],i=0,t=r.length;i1?(c[o]=s,h[o]=s/u):(c[o]=s*u,h[o]=s),a={sx:_,sy:p,sw:c,sh:h},this._render(t,l,a)},e.prototype._bounds=function(t){return this.max_wh2_bounds(t)},e}(r.XYGlyphView);var s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.XYGlyph);n.Oval=s,s.prototype.default_view=n.OvalView,s.prototype.type=\"Oval\",s.mixins([\"line\",\"fill\"]),s.define({angle:[o.AngleSpec,0],width:[o.DistanceSpec],height:[o.DistanceSpec]})},function(t,e,n){var i=t(364),r=t(128);n.PatchView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._render=function(t,e,n){var i,r,o,s,a,l=n.sx,u=n.sy;if(this.visuals.fill.doit){for(this.visuals.fill.set_value(t),r=0,s=e.length;rc;i=0<=c?++r:--r)for(n[i]=[],u=s.copy(t[i]);u.length>0;)(o=s.findLastIndex(u,function(t){return a.isStrictNaN(t)}))>=0?h=u.splice(o):(h=u,u=[]),e=function(){var t,e,n;for(n=[],t=0,e=h.length;ta;t=0<=a?++n:--n)for(e=i=0,l=h[t].length;0<=l?il;e=0<=l?++i:--i)u=h[t][e],c=_[t][e],0!==u.length&&o.push({minX:s.min(u),minY:s.min(c),maxX:s.max(u),maxY:s.max(c),i:t});return new r.RBush(o)},e.prototype._mask_data=function(t){var e,n,i,r,o,s,a;return r=this.renderer.plot_view.frame.x_ranges.default,u=[r.min,r.max],n=u[0],i=u[1],a=this.renderer.plot_view.frame.y_ranges.default,h=[a.min,a.max],o=h[0],s=h[1],e=l.validate_bbox_coords([n,i],[o,s]),this.index.indices(e).sort(function(t,e){return t-e});var u,h},e.prototype._render=function(t,e,n){var i,r,o,s,a,l,u,h,c,_,p,d=n.sxs,f=n.sys;for(this.renderer.sxss=this._build_discontinuous_object(d),this.renderer.syss=this._build_discontinuous_object(f),c=[],o=0,a=e.length;ou;r=0<=u?++s:--s)0!==r?isNaN(_[r]+p[r])?(t.closePath(),t.fill(),t.beginPath()):t.lineTo(_[r],p[r]):(t.beginPath(),t.moveTo(_[r],p[r]));t.closePath(),t.fill()}if(this.visuals.line.doit){for(this.visuals.line.set_vectorize(t,i),r=l=0,h=_.length;0<=h?lh;r=0<=h?++l:--l)0!==r?isNaN(_[r]+p[r])?(t.closePath(),t.stroke(),t.beginPath()):t.lineTo(_[r],p[r]):(t.beginPath(),t.moveTo(_[r],p[r]));t.closePath(),c.push(t.stroke())}else c.push(void 0)}return c;var m},e.prototype._hit_point=function(t){var e,n,i,r,o,s,a,u,h,c,_,p,d,f,m,v;for(_=t.sx,d=t.sy,m=this.renderer.xscale.invert(_),v=this.renderer.yscale.invert(d),e=this.index.indices({minX:m,minY:v,maxX:m,maxY:v}),n=[],i=s=0,u=e.length;0<=u?su;i=0<=u?++s:--s)for(r=e[i],p=this.renderer.sxss[r],f=this.renderer.syss[r],o=a=0,h=p.length;0<=h?ah;o=0<=h?++a:--a)l.point_in_poly(_,d,p[o],f[o])&&n.push(r);return c=l.create_hit_test_result(),c[\"1d\"].indices=n,c},e.prototype._get_snap_coord=function(t){var e,n,i,r;for(r=0,e=0,n=t.length;eo;i=0<=o?++r:--r)if(l.point_in_poly(e,n,s[i],a[i]))return this._get_snap_coord(s[i]);return null},e.prototype.scy=function(t,e,n){var i,r,o,s,a;if(1===this.renderer.syss[t].length)return this._get_snap_coord(this.sys[t]);for(s=this.renderer.sxss[t],a=this.renderer.syss[t],i=r=0,o=s.length;0<=o?ro;i=0<=o?++r:--r)if(l.point_in_poly(e,n,s[i],a[i]))return this._get_snap_coord(a[i])},e.prototype.draw_legend_for_index=function(t,e,n,i,r,o){return this._generic_area_legend(t,e,n,i,r,o)},e}(o.GlyphView);var u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(o.Glyph);n.Patches=u,u.prototype.default_view=n.PatchesView,u.prototype.type=\"Patches\",u.coords([[\"xs\",\"ys\"]]),u.mixins([\"line\",\"fill\"])},function(t,e,n){var i=t(364),r=t(105);n.QuadView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.get_anchor_point=function(t,e,n){var i,r,o,s;switch(r=Math.min(this.sleft[e],this.sright[e]),o=Math.max(this.sright[e],this.sleft[e]),s=Math.min(this.stop[e],this.sbottom[e]),i=Math.max(this.sbottom[e],this.stop[e]),t){case\"top_left\":return{x:r,y:s};case\"top_center\":return{x:(r+o)/2,y:s};case\"top_right\":return{x:o,y:s};case\"center_right\":return{x:o,y:(s+i)/2};case\"bottom_right\":return{x:o,y:i};case\"bottom_center\":return{x:(r+o)/2,y:i};case\"bottom_left\":return{x:r,y:i};case\"center_left\":return{x:r,y:(s+i)/2};case\"center\":return{x:(r+o)/2,y:(s+i)/2}}},e.prototype.scx=function(t){return(this.sleft[t]+this.sright[t])/2},e.prototype.scy=function(t){return(this.stop[t]+this.sbottom[t])/2},e.prototype._index_data=function(){return this._index_box(this._right.length)},e.prototype._lrtb=function(t){var e,n,i,r;return n=this._left[t],i=this._right[t],r=this._top[t],e=this._bottom[t],[n,i,r,e]},e}(r.BoxView);var o=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.Box);n.Quad=o,o.prototype.default_view=n.QuadView,o.prototype.type=\"Quad\",o.coords([[\"right\",\"bottom\"],[\"left\",\"top\"]])},function(t,e,n){var i,r=t(364),o=t(36),s=t(108);i=function(t,e,n){var i,r;return e===(t+n)/2?[t,n]:(r=(t-e)/(t-2*e+n),i=t*Math.pow(1-r,2)+2*e*(1-r)*r+n*Math.pow(r,2),[Math.min(t,n,i),Math.max(t,n,i)])},n.QuadraticView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e.prototype._index_data=function(){var t,e,n,r,s,a,l,u;for(n=[],t=e=0,r=this._x0.length;0<=r?er;t=0<=r?++e:--e)isNaN(this._x0[t]+this._x1[t]+this._y0[t]+this._y1[t]+this._cx[t]+this._cy[t])||(h=i(this._x0[t],this._cx[t],this._x1[t]),s=h[0],a=h[1],c=i(this._y0[t],this._cy[t],this._y1[t]),l=c[0],u=c[1],n.push({minX:s,minY:l,maxX:a,maxY:u,i:t}));return new o.RBush(n);var h,c},e.prototype._render=function(t,e,n){var i,r,o,s,a=n.sx0,l=n.sy0,u=n.sx1,h=n.sy1,c=n.scx,_=n.scy;if(this.visuals.line.doit){for(s=[],r=0,o=e.length;ru;r=0<=u?++s:--s)0===d[r]&&(d[r]=o);for(h=[],a=0,l=e.length;an;t=0<=n?++e:--e)i.push(this.sx[t]-this.sw[t]/2);return i}.call(this)),\"data\"===this.model.properties.height.units?(n=this._map_dist_corner_for_data_side_length(this._y,this._height,this.renderer.yscale,1),this.sh=n[0],this.sy1=n[1]):(this.sh=this._height,this.sy1=function(){var e,n,i;for(i=[],t=e=0,n=this.sy.length;0<=n?en;t=0<=n?++e:--e)i.push(this.sy[t]-this.sh[t]/2);return i}.call(this)),this.ssemi_diag=function(){var e,n,i;for(i=[],t=e=0,n=this.sw.length;0<=n?en;t=0<=n?++e:--e)i.push(Math.sqrt(this.sw[t]/2*this.sw[t]/2+this.sh[t]/2*this.sh[t]/2));return i}.call(this);var e,n},e.prototype._render=function(t,e,n){var i,r,o,s,a,l=n.sx,u=n.sy,h=n.sx0,c=n.sy1,_=n.sw,p=n.sh,d=n._angle;if(this.visuals.fill.doit)for(r=0,s=e.length;re;s=0<=e?++t:--t)n.push(this.sx0[s]+this.sw[s]/2);return n}.call(this),g=function(){var t,e,n;for(n=[],s=t=0,e=this.sy1.length;0<=e?te;s=0<=e?++t:--t)n.push(this.sy1[s]+this.sh[s]/2);return n}.call(this),h=a.max(this._ddist(0,v,this.ssemi_diag)),c=a.max(this._ddist(1,g,this.ssemi_diag)),k=w-h,S=w+h,M=T-c,A=T+c,r=[],e=o.validate_bbox_coords([k,S],[M,A]),d=this.index.indices(e),l=0,u=d.length;l=0,i=b-this.sy1[s]<=this.sh[s]&&b-this.sy1[s]>=0),i&&x&&r.push(s);return f=o.create_hit_test_result(),f[\"1d\"].indices=r,f},e.prototype._map_dist_corner_for_data_side_length=function(t,e,n,i){var r,o,s,a,l,u,h,c,_,p,d,f;if(this.renderer.plot_view.frame,null!=n.source_range.synthetic&&(t=function(){var e,i,r;for(r=[],e=0,i=t.length;ei;r=0<=i?++n:--n)o.push(Number(t[r])-e[r]/2);return o}(),l=function(){var n,i,o;for(o=[],r=n=0,i=t.length;0<=i?ni;r=0<=i?++n:--n)o.push(Number(t[r])+e[r]/2);return o}(),c=n.v_compute(a),_=n.v_compute(l),d=this.sdist(n,a,e,\"edge\",this.model.dilate),0===i){for(p=c,r=o=0,u=c.length;0<=u?ou;r=0<=u?++o:--o)if(c[r]!==_[r]){p=c[r]<_[r]?c:_;break}return[d,p]}if(1===i){for(p=c,r=s=0,h=c.length;0<=h?sh;r=0<=h?++s:--s)if(c[r]!==_[r]){p=c[r]<_[r]?c:_;break}return[d,p]}},e.prototype._ddist=function(t,e,n){var i,r,o,s,a,l;return s=0===t?this.renderer.xscale:this.renderer.yscale,a=e,l=function(){var t,e,r;for(r=[],i=t=0,e=a.length;0<=e?te;i=0<=e?++t:--t)r.push(a[i]+n[i]);return r}(),r=s.v_invert(a),o=s.v_invert(l),function(){var t,e,n;for(n=[],i=t=0,e=r.length;0<=e?te;i=0<=e?++t:--t)n.push(Math.abs(o[i]-r[i]));return n}()},e.prototype.draw_legend_for_index=function(t,e,n,i,r,o){return this._generic_area_legend(t,e,n,i,r,o)},e.prototype._bounds=function(t){return this.max_wh2_bounds(t)},e}(r.XYGlyphView);var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.XYGlyph);n.Rect=l,l.prototype.default_view=n.RectView,l.prototype.type=\"Rect\",l.mixins([\"line\",\"fill\"]),l.define({angle:[s.AngleSpec,0],width:[s.DistanceSpec],height:[s.DistanceSpec],dilate:[s.Bool,!1]})},function(t,e,n){var i=t(364),r=t(9),o=t(36),s=t(108);n.SegmentView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._index_data=function(){var t,e,n,i;for(n=[],t=e=0,i=this._x0.length;0<=i?ei;t=0<=i?++e:--e)isNaN(this._x0[t]+this._x1[t]+this._y0[t]+this._y1[t])||n.push({minX:Math.min(this._x0[t],this._x1[t]),minY:Math.min(this._y0[t],this._y1[t]),maxX:Math.max(this._x0[t],this._x1[t]),maxY:Math.max(this._y0[t],this._y1[t]),i:t});return new o.RBush(n)},e.prototype._render=function(t,e,n){var i,r,o,s,a=n.sx0,l=n.sy0,u=n.sx1,h=n.sy1;if(this.visuals.line.doit){for(s=[],r=0,o=e.length;rs;r=1<=s?++o:--o){switch(this.model.mode){case\"before\":d=[_[r-1],p[r]],a=d[0],h=d[1],f=[_[r],p[r]],l=f[0],c=f[1];break;case\"after\":m=[_[r],p[r-1]],a=m[0],h=m[1],v=[_[r],p[r]],l=v[0],c=v[1];break;case\"center\":u=(_[r-1]+_[r])/2,g=[u,p[r-1]],a=g[0],h=g[1],y=[u,p[r]],l=y[0],c=y[1]}t.lineTo(a,h),t.lineTo(l,c)}return t.lineTo(_[i-1],p[i-1]),t.stroke();var d,f,m,v,g,y}},e.prototype.draw_legend_for_index=function(t,e,n,i,r,o){return this._generic_line_legend(t,e,n,i,r,o)},e}(r.XYGlyphView);var s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.XYGlyph);n.Step=s,s.prototype.default_view=n.StepView,s.prototype.type=\"Step\",s.mixins([\"line\"]),s.define({mode:[o.StepMode,\"before\"]})},function(t,e,n){var i=t(364),r=t(128),o=t(15),s=t(40);n.TextView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._render=function(t,e,n){var i,r,o,a,l,u,h,c,_,p,d,f,m,v,g,y=n.sx,b=n.sy,x=n._x_offset,w=n._y_offset,k=n._angle,S=n._text;for(m=[],u=0,c=e.length;un;t=0<=n?++e:--e)this.sleft.push(this.sx[t]-this.sw[t]/2),this.sright.push(this.sx[t]+this.sw[t]/2);return null},e}(r.BoxView);var s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.Box);n.VBar=s,s.prototype.default_view=n.VBarView,s.prototype.type=\"VBar\",s.coords([[\"x\",\"bottom\"]]),s.define({width:[o.DistanceSpec],top:[o.NumberSpec]}),s.override({bottom:0})},function(t,e,n){var i=t(364),r=t(128),o=t(9),s=t(15),a=t(29);n.WedgeView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._map_data=function(){return\"data\"===this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this._radius):this.sradius=this._radius},e.prototype._render=function(t,e,n){var i,r,o,s,a,l=n.sx,u=n.sy,h=n.sradius,c=n._start_angle,_=n._end_angle;for(i=this.model.properties.direction.value(),a=[],o=0,s=e.length;oi;t=0<=i?++e:--e)o=this._x[t],s=this._y[t],!isNaN(o+s)&&isFinite(o+s)&&n.push({minX:o,minY:s,maxX:o,maxY:s,i:t});return new r.RBush(n)},e}(o.GlyphView);var s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(o.Glyph);n.XYGlyph=s,s.prototype.type=\"XYGlyph\",s.prototype.default_view=n.XYGlyphView,s.coords([[\"x\",\"y\"]])},function(t,e,n){var i=t(364),r=t(50),o=t(22),s=t(9);n.GraphHitTestPolicy=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.do_selection=function(t,e,n,i){return!1},e.prototype.do_inspection=function(t,e,n,i){return!1},e}(r.Model);var a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._do=function(t,e,n,i){var r,o;return o=e.node_view,null!==(r=o.glyph.hit_test(t))&&(this._node_selector.update(r,n,i),!this._node_selector.indices.is_empty())},e.prototype.do_selection=function(t,e,n,i){var r;return this._node_selector=e.node_view.model.data_source.selection_manager.selector,r=this._do(t,e,n,i),e.node_view.model.data_source.selected=this._node_selector.indices,e.node_view.model.data_source.select.emit(),r},e.prototype.do_inspection=function(t,e,n,i){var r;return this._node_selector=e.model.get_selection_manager().get_or_create_inspector(e.node_view.model),r=this._do(t,e,n,i),e.node_view.model.data_source.setv({inspected:this._node_selector.indices},{silent:!0}),e.node_view.model.data_source.inspect.emit([e.node_view,{geometry:t}]),r},e}(n.GraphHitTestPolicy);n.NodesOnly=a,a.prototype.type=\"NodesOnly\";var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._do=function(t,e,n,i){var r,a,l,u,h,c,_,p,d,f,m,v;if(g=[e.node_view,e.edge_view],m=g[0],l=g[1],null===(u=m.glyph.hit_test(t)))return!1;for(this._node_selector.update(u,n,i),f=function(){var t,e,n,i;for(n=u[\"1d\"].indices,i=[],t=0,e=n.length;tv;h=0<=v?++c:--c)(o.contains(f,a.data.start[h])||o.contains(f,a.data.end[h]))&&r.push(h);for(d=s.create_hit_test_result(),_=0,p=r.length;_a;r=0<=a?++s:--s)o=null!=this.graph_layout[u[r]]&&null!=this.graph_layout[n[r]],i&&o?(h.push(t.data.xs[r]),c.push(t.data.ys[r])):(o?(p=[this.graph_layout[u[r]],this.graph_layout[n[r]]],l=p[0],e=p[1]):(l=(d=[[NaN,NaN],[NaN,NaN]])[0],e=d[1]),h.push([l[0],e[0]]),c.push([l[1],e[1]]));return[h,c];var _,p,d},e}(r.LayoutProvider);n.StaticLayoutProvider=s,s.prototype.type=\"StaticLayoutProvider\",s.define({graph_layout:[o.Any,{}]})},function(t,e,n){var i=t(364),r=t(163),o=t(165),s=t(15),a=t(42);n.GridView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e,n){return t.prototype.initialize.call(this,e,n),this._x_range_name=this.model.x_range_name,this._y_range_name=this.model.y_range_name},e.prototype.render=function(){var t;if(!1!==this.model.visible)return(t=this.plot_view.canvas_view.ctx).save(),this._draw_regions(t),this._draw_minor_grids(t),this._draw_grids(t),t.restore()},e.prototype.connect_signals=function(){return t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return this.request_render()})},e.prototype._draw_regions=function(t){var e,n,i,r,o,s,a,l,u;if(this.visuals.band_fill.doit){for(h=this.model.grid_coords(\"major\",!1),l=h[0],u=h[1],this.visuals.band_fill.set_value(t),e=n=0,i=l.length-1;0<=i?ni;e=0<=i?++n:--n)e%2==1&&(c=this.plot_view.map_to_screen(l[e],u[e],this._x_range_name,this._y_range_name),r=c[0],s=c[1],_=this.plot_view.map_to_screen(l[e+1],u[e+1],this._x_range_name,this._y_range_name),o=_[0],a=_[1],t.fillRect(r[0],s[0],o[1]-r[0],a[1]-s[0]),t.fill());var h,c,_}},e.prototype._draw_grids=function(t){var e,n;if(this.visuals.grid_line.doit){return i=this.model.grid_coords(\"major\"),e=i[0],n=i[1],this._draw_grid_helper(t,this.visuals.grid_line,e,n);var i}},e.prototype._draw_minor_grids=function(t){var e,n;if(this.visuals.minor_grid_line.doit){return i=this.model.grid_coords(\"minor\"),e=i[0],n=i[1],this._draw_grid_helper(t,this.visuals.minor_grid_line,e,n);var i}},e.prototype._draw_grid_helper=function(t,e,n,i){var r,o,s,a,l,u,h;for(e.set_value(t),r=o=0,a=n.length;0<=a?oa;r=0<=a?++o:--o){for(c=this.plot_view.map_to_screen(n[r],i[r],this._x_range_name,this._y_range_name),u=c[0],h=c[1],t.beginPath(),t.moveTo(Math.round(u[0]),Math.round(h[0])),r=s=1,l=u.length;1<=l?sl;r=1<=l?++s:--s)t.lineTo(Math.round(u[r]),Math.round(h[r]));t.stroke()}var c},e}(o.RendererView);var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.ranges=function(){var t,e,n,i;return e=this.dimension,n=(e+1)%2,t=this.plot.plot_canvas.frame,i=[t.x_ranges[this.x_range_name],t.y_ranges[this.y_range_name]],[i[e],i[n]]},e.prototype.computed_bounds=function(){var t,e,n,i,r;return o=this.ranges(),e=o[0],o[1],r=this.bounds,n=[e.min,e.max],a.isArray(r)?(i=Math.min(r[0],r[1]),t=Math.max(r[0],r[1]),in[1]&&(i=null),t>n[1]?t=n[1]:tb;c=0<=b?++p:--p)if(k[c]!==v&&k[c]!==m||!e){for(a=[],l=[],g=d=0,x=n=2;0<=x?dx;g=0<=x?++d:--d)f=r+(i-r)/(n-1)*g,a.push(k[c]),l.push(f);o[h].push(a),o[_].push(l)}return o;var T,M},e}(r.GuideRenderer);n.Grid=l,l.prototype.default_view=n.GridView,l.prototype.type=\"Grid\",l.mixins([\"line:grid_\",\"line:minor_grid_\",\"fill:band_\"]),l.define({bounds:[s.Any,\"auto\"],dimension:[s.Number,0],ticker:[s.Instance],x_range_name:[s.String,\"default\"],y_range_name:[s.String,\"default\"]}),l.override({level:\"underlay\",band_fill_color:null,band_fill_alpha:0,grid_line_color:\"#e5e5e5\",minor_grid_line_color:null})},function(t,e,n){var i=t(133);n.Grid=i.Grid},function(t,e,n){var i=t(364);i.__exportStar(t(57),n),i.__exportStar(t(73),n),i.__exportStar(t(77),n),i.__exportStar(t(81),n),i.__exportStar(t(83),n),i.__exportStar(t(89),n),i.__exportStar(t(95),n),i.__exportStar(t(113),n),i.__exportStar(t(130),n),i.__exportStar(t(134),n),i.__exportStar(t(138),n),i.__exportStar(t(145),n),i.__exportStar(t(238),n),i.__exportStar(t(148),n),i.__exportStar(t(152),n),i.__exportStar(t(158),n),i.__exportStar(t(164),n),i.__exportStar(t(167),n),i.__exportStar(t(177),n),i.__exportStar(t(187),n),i.__exportStar(t(199),n),i.__exportStar(t(226),n)},function(t,e,n){var i=t(364),r=[].indexOf,o=t(13),s=t(15),a=t(22),l=t(30),u=t(139),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.connect_signals=function(){var e=this;return t.prototype.connect_signals.call(this),this.connect(this.model.properties.children.change,function(){return e.rebuild_child_views()})},e.prototype.get_height=function(){var t,e;return e=this.model.get_layoutable_children(),t=e.map(function(t){return t._height.value}),this.model._horizontal?a.max(t):a.sum(t)},e.prototype.get_width=function(){var t,e;return e=this.model.get_layoutable_children(),t=e.map(function(t){return t._width.value}),this.model._horizontal?a.sum(t):a.max(t)},e}(u.LayoutDOMView);n.BoxView=h,h.prototype.className=\"bk-grid\";var c=function(t){function e(e,n){var i=t.call(this,e,n)||this;return i._child_equal_size_width=new o.Variable(i.toString()+\".child_equal_size_width\"),i._child_equal_size_height=new o.Variable(i.toString()+\".child_equal_size_height\"),i._box_equal_size_top=new o.Variable(i.toString()+\".box_equal_size_top\"),i._box_equal_size_bottom=new o.Variable(i.toString()+\".box_equal_size_bottom\"),i._box_equal_size_left=new o.Variable(i.toString()+\".box_equal_size_left\"),i._box_equal_size_right=new o.Variable(i.toString()+\".box_equal_size_right\"),i._box_cell_align_top=new o.Variable(i.toString()+\".box_cell_align_top\"),i._box_cell_align_bottom=new o.Variable(i.toString()+\".box_cell_align_bottom\"),i._box_cell_align_left=new o.Variable(i.toString()+\".box_cell_align_left\"),i._box_cell_align_right=new o.Variable(i.toString()+\".box_cell_align_right\"),i}return i.__extends(e,t),e.prototype.get_layoutable_children=function(){return this.children},e.prototype.get_constrained_variables=function(){return l.extend({},t.prototype.get_constrained_variables.call(this),{box_equal_size_top:this._box_equal_size_top,box_equal_size_bottom:this._box_equal_size_bottom,box_equal_size_left:this._box_equal_size_left,box_equal_size_right:this._box_equal_size_right,box_cell_align_top:this._box_cell_align_top,box_cell_align_bottom:this._box_cell_align_bottom,box_cell_align_left:this._box_cell_align_left,box_cell_align_right:this._box_cell_align_right})},e.prototype.get_constraints=function(){var e,n,i,r,s,a,l,u,h,c,_,p,d;if(r=t.prototype.get_constraints.call(this),e=function(){for(var t=[],e=0;ep;s=1<=p?++l:--l)c=this._info(i[s].get_constrained_variables()),u.span.size&&e(o.EQ(u.span.start,u.span.size,[-1,c.span.start])),e(o.WEAK_EQ(u.whitespace.after,c.whitespace.before,0-this.spacing)),e(o.GE(u.whitespace.after,c.whitespace.before,0-this.spacing)),u=c;return this._horizontal?null!=d.width&&e(o.EQ(u.span.start,u.span.size,[-1,this._width])):null!=d.height&&e(o.EQ(u.span.start,u.span.size,[-1,this._height])),r=r.concat(this._align_outer_edges_constraints(!0),this._align_outer_edges_constraints(!1),this._align_inner_cell_edges_constraints(),this._box_equal_size_bounds(!0),this._box_equal_size_bounds(!1),this._box_cell_align_bounds(!0),this._box_cell_align_bounds(!1),this._box_whitespace(!0),this._box_whitespace(!1))},e.prototype._child_rect=function(t){return{x:t.origin_x,y:t.origin_y,width:t.width,height:t.height}},e.prototype._span=function(t){return this._horizontal?{start:t.x,size:t.width}:{start:t.y,size:t.height}},e.prototype._info=function(t){var e,n;return n=this._horizontal?{before:t.whitespace_left,after:t.whitespace_right}:{before:t.whitespace_top,after:t.whitespace_bottom},e=this._span(this._child_rect(t)),{span:e,whitespace:n}},e.prototype._flatten_cell_edge_variables=function(t){var n,i,r,o,s,a,l,u,h,c,_,p,d,f,m,v,g,y,b,x,w;for(x=t?e._top_bottom_inner_cell_edge_variables:e._left_right_inner_cell_edge_variables,n=t!==this._horizontal,l=this.get_layoutable_children(),r=l.length,h={},o=0,c=0,f=l.length;c1?y[1]:\"\",u=this._horizontal?\"row\":\"col\",g=d+\" \"+u+\"-\"+r+\"-\"+o+\"-\"+b):g=p,h[g]=g in h?h[g].concat(w):w;o+=1}return h},e.prototype._align_inner_cell_edges_constraints=function(){var t,e,n,i,s,a,l,u;if(t=[],null!=this.document&&r.call(this.document.roots(),this)>=0){e=this._flatten_cell_edge_variables(this._horizontal);for(s in e)if((u=e[s]).length>1)for(a=u[0],n=i=1,l=u.length;1<=l?il;n=1<=l?++i:--i)t.push(o.EQ(u[n],[-1,a]))}return t},e.prototype._find_edge_leaves=function(t){var n,i,r,o,s,a,l,u;if(r=this.get_layoutable_children(),a=[[],[]],r.length>0)if(this._horizontal===t)u=r[0],o=r[r.length-1],u instanceof e?a[0]=a[0].concat(u._find_edge_leaves(t)[0]):a[0].push(u),o instanceof e?a[1]=a[1].concat(o._find_edge_leaves(t)[1]):a[1].push(o);else for(s=0,l=r.length;s1){for(n=t[0],i=r=1,s=t.length;1<=s?rs;i=1<=s?++r:--r)e=t[i],a.push(o.EQ([-1,n],e));return null}})(l),e(i),a;var c},e.prototype._box_insets_from_child_insets=function(t,e,n,i){var r,s,a,l,u,h,c,_;return p=this._find_edge_leaves(t),c=p[0],s=p[1],t?(_=e+\"_left\",a=e+\"_right\",u=this[n+\"_left\"],l=this[n+\"_right\"]):(_=e+\"_top\",a=e+\"_bottom\",u=this[n+\"_top\"],l=this[n+\"_bottom\"]),h=[],(r=function(t,e,n){var r,s,a,l;for([],r=0,a=e.length;r0;)(n=i.shift())instanceof e&&i.push.apply(i,n.get_layoutable_children()),t[n.toString()]=n.layout_bbox;return console.table(t)},e.prototype.get_all_constraints=function(){var t,e,n,i,r;for(e=this.get_constraints(),r=this.get_layoutable_children(),n=0,i=r.length;n0?this.model._width.value-20+\"px\":\"100%\",this.el.style.width=t)},e.prototype.get_height=function(){var t,e,n,i,o,s,a,l;n=0,a=this.child_views;for(i in a)r.call(a,i)&&(t=a[i],e=t.el,l=getComputedStyle(e),s=parseInt(l.marginTop)||0,o=parseInt(l.marginBottom)||0,n+=e.offsetHeight+s+o);return n+20},e.prototype.get_width=function(){var t,e,n,i,o;if(null!=this.model.width)return this.model.width;o=this.el.scrollWidth+20,i=this.child_views;for(n in i)r.call(i,n)&&(t=i[n],(e=t.el.scrollWidth)>o&&(o=e));return o},e}(l.LayoutDOMView);n.WidgetBoxView=u,u.prototype.className=\"bk-widget-box\";var h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){if(t.prototype.initialize.call(this,e),\"fixed\"===this.sizing_mode&&null===this.width&&(this.width=300,o.logger.info(\"WidgetBox mode is fixed, but no width specified. Using default of 300.\")),\"scale_height\"===this.sizing_mode)return o.logger.warn(\"sizing_mode `scale_height` is not experimental for WidgetBox. Please report your results to the bokeh dev team so we can improve.\")},e.prototype.get_constrained_variables=function(){var e;return e=a.extend({},t.prototype.get_constrained_variables.call(this),{on_edge_align_top:this._top,on_edge_align_bottom:this._height_minus_bottom,on_edge_align_left:this._left,on_edge_align_right:this._width_minus_right,box_cell_align_top:this._top,box_cell_align_bottom:this._height_minus_bottom,box_cell_align_left:this._left,box_cell_align_right:this._width_minus_right,box_equal_size_top:this._top,box_equal_size_bottom:this._height_minus_bottom}),\"fixed\"!==this.sizing_mode&&(e.box_equal_size_left=this._left,e.box_equal_size_right=this._width_minus_right),e},e.prototype.get_layoutable_children=function(){return this.children},e}(l.LayoutDOM);n.WidgetBox=h,h.prototype.type=\"WidgetBox\",h.prototype.default_view=u,h.define({children:[s.Array,[]]})},function(t,e,n){var i,r=t(364),o=t(144),s=t(15),a=t(22),l=t(42);i=function(t,e){var n,i,r;if(t.length!==e.length)return!1;for(n=i=0,r=t.length;0<=r?ir;n=0<=r?++i:--i)if(t[n]!==e[n])return!1;return!0};var u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e.prototype._get_values=function(t,e){var n,r,o,s,u,h;for(h=[],o=0,u=t.length;o=e.length?this.nan_color:e[s],h.push(n);return h},e}(o.ColorMapper);n.CategoricalColorMapper=u,u.prototype.type=\"CategoricalColorMapper\",u.define({factors:[s.Array],start:[s.Number,0],end:[s.Number]})},function(t,e,n){var i=t(364),r=t(15),o=t(243),s=t(42),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e,n){return t.prototype.initialize.call(this,e,n),this._little_endian=this._is_little_endian(),this._palette=this._build_palette(this.palette),this.connect(this.change,function(){return this._palette=this._build_palette(this.palette)})},e.prototype.v_map_screen=function(t,e){void 0===e&&(e=!1);var n,i,r,o,s,a,l,u,h,c;if(c=this._get_values(t,this._palette,e),n=new ArrayBuffer(4*t.length),this._little_endian)for(i=new Uint8Array(n),r=s=0,l=t.length;0<=l?sl;r=0<=l?++s:--s)h=c[r],i[o=4*r]=Math.floor(h/4278190080*255),i[o+1]=(16711680&h)>>16,i[o+2]=(65280&h)>>8,i[o+3]=255&h;else for(i=new Uint32Array(n),r=a=0,u=t.length;0<=u?au;r=0<=u?++a:--a)h=c[r],i[r]=h<<8|255;return n},e.prototype.compute=function(t){return null},e.prototype.v_compute=function(t){return this._get_values(t,this.palette)},e.prototype._get_values=function(t,e,n){return void 0===n&&(n=!1),[]},e.prototype._is_little_endian=function(){var t,e,n,i;return t=new ArrayBuffer(4),n=new Uint8Array(t),e=new Uint32Array(t),e[1]=168496141,i=!0,10===n[4]&&11===n[5]&&12===n[6]&&13===n[7]&&(i=!1),i},e.prototype._build_palette=function(t){var e,n,i,r,o;for(r=new Uint32Array(t.length),e=function(t){return s.isNumber(t)?t:(9!==t.length&&(t+=\"ff\"),parseInt(t.slice(1),16))},n=i=0,o=t.length;0<=o?io;n=0<=o?++i:--i)r[n]=e(t[n]);return r},e}(o.Transform);n.ColorMapper=a,a.prototype.type=\"ColorMapper\",a.define({palette:[r.Any],nan_color:[r.Color,\"gray\"]})},function(t,e,n){var i=t(143);n.CategoricalColorMapper=i.CategoricalColorMapper;var r=t(144);n.ColorMapper=r.ColorMapper;var o=t(146);n.LinearColorMapper=o.LinearColorMapper;var s=t(147);n.LogColorMapper=s.LogColorMapper},function(t,e,n){var i=t(364),r=t(15),o=t(26),s=t(22),a=t(144),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e,n){return t.prototype.initialize.call(this,e,n),this._nan_color=this._build_palette([o.color2hex(this.nan_color)])[0],this._high_color=null!=this.high_color?this._build_palette([o.color2hex(this.high_color)])[0]:void 0,this._low_color=null!=this.low_color?this._build_palette([o.color2hex(this.low_color)])[0]:void 0},e.prototype._get_values=function(t,e,n){void 0===n&&(n=!1);var i,r,o,a,l,u,h,c,_,p,d,f,m,v,g,y;for(h=null!=(v=this.low)?v:s.min(t),r=null!=(g=this.high)?g:s.max(t),_=e.length-1,y=[],p=n?this._nan_color:this.nan_color,c=n?this._low_color:this.low_color,o=n?this._high_color:this.high_color,d=1/(r-h),m=1/e.length,a=0,u=t.length;a_?null!=this.high_color?y.push(o):y.push(e[_]):y.push(e[l])):y.push(e[_]);return y},e}(a.ColorMapper);n.LinearColorMapper=l,l.prototype.type=\"LinearColorMapper\",l.define({high:[r.Number],low:[r.Number],high_color:[r.Color],low_color:[r.Color]})},function(t,e,n){var i,r,o=t(364),s=t(15),a=t(26),l=t(22),u=t(144);i=null!=(r=Math.log1p)?r:function(t){return Math.log(1+t)};var h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(e,t),e.prototype.initialize=function(e,n){return t.prototype.initialize.call(this,e,n),this._nan_color=this._build_palette([a.color2hex(this.nan_color)])[0],this._high_color=null!=this.high_color?this._build_palette([a.color2hex(this.high_color)])[0]:void 0,this._low_color=null!=this.low_color?this._build_palette([a.color2hex(this.low_color)])[0]:void 0},e.prototype._get_values=function(t,e,n){void 0===n&&(n=!1);var r,o,s,a,u,h,c,_,p,d,f,m,v,g,y,b;for(f=e.length,_=null!=(v=this.low)?v:l.min(t),o=null!=(g=this.high)?g:l.max(t),y=f/(i(o)-i(_)),d=e.length-1,b=[],m=n?this._nan_color:this.nan_color,s=n?this._high_color:this.high_color,p=n?this._low_color:this.low_color,a=0,h=t.length;ao?null!=this.high_color?b.push(s):b.push(e[d]):r!==o?r<_?null!=this.low_color?b.push(p):b.push(e[0]):(c=i(r)-i(_),(u=Math.floor(c*y))>d&&(u=d),b.push(e[u])):b.push(e[d]);return b},e}(u.ColorMapper);n.LogColorMapper=h,h.prototype.type=\"LogColorMapper\",h.define({high:[s.Number],low:[s.Number],high_color:[s.Color],low_color:[s.Color]})},function(t,e,n){var i,r,o,s,a,l,u,h,c,_,p,d,f,m,v,g,y,b,x=t(364),w=t(149);i=Math.sqrt(3),l=function(t,e){return t.moveTo(-e,e),t.lineTo(e,-e),t.moveTo(-e,-e),t.lineTo(e,e)},o=function(t,e){return t.moveTo(0,e),t.lineTo(0,-e),t.moveTo(-e,0),t.lineTo(e,0)},s=function(t,e){return t.moveTo(0,e),t.lineTo(e/1.5,0),t.lineTo(0,-e),t.lineTo(-e/1.5,0),t.closePath()},a=function(t,e){var n,r;return r=e*i,n=r/3,t.moveTo(-e,n),t.lineTo(e,n),t.lineTo(0,n-r),t.closePath()},u=function(t,e,n,i,r,s,a){var u;u=.65*r,o(t,r),l(t,u),s.doit&&(s.set_vectorize(t,e),t.stroke())},h=function(t,e,n,i,r,s,a){t.arc(0,0,r,0,2*Math.PI,!1),a.doit&&(a.set_vectorize(t,e),t.fill()),s.doit&&(s.set_vectorize(t,e),o(t,r),t.stroke())},c=function(t,e,n,i,r,o,s){t.arc(0,0,r,0,2*Math.PI,!1),s.doit&&(s.set_vectorize(t,e),t.fill()),o.doit&&(o.set_vectorize(t,e),l(t,r),t.stroke())},_=function(t,e,n,i,r,s,a){o(t,r),s.doit&&(s.set_vectorize(t,e),t.stroke())},p=function(t,e,n,i,r,o,a){s(t,r),a.doit&&(a.set_vectorize(t,e),t.fill()),o.doit&&(o.set_vectorize(t,e),t.stroke())},d=function(t,e,n,i,r,a,l){s(t,r),l.doit&&(l.set_vectorize(t,e),t.fill()),a.doit&&(a.set_vectorize(t,e),o(t,r),t.stroke())},f=function(t,e,n,i,r,o,s){t.rotate(Math.PI),a(t,r),t.rotate(-Math.PI),s.doit&&(s.set_vectorize(t,e),t.fill()),o.doit&&(o.set_vectorize(t,e),t.stroke())},m=function(t,e,n,i,r,o,s){var a;a=2*r,t.rect(-r,-r,a,a),s.doit&&(s.set_vectorize(t,e),t.fill()),o.doit&&(o.set_vectorize(t,e),t.stroke())},v=function(t,e,n,i,r,s,a){var l;l=2*r,t.rect(-r,-r,l,l),a.doit&&(a.set_vectorize(t,e),t.fill()),s.doit&&(s.set_vectorize(t,e),o(t,r),t.stroke())},g=function(t,e,n,i,r,o,s){var a;a=2*r,t.rect(-r,-r,a,a),s.doit&&(s.set_vectorize(t,e),t.fill()),o.doit&&(o.set_vectorize(t,e),l(t,r),t.stroke())},y=function(t,e,n,i,r,o,s){a(t,r),s.doit&&(s.set_vectorize(t,e),t.fill()),o.doit&&(o.set_vectorize(t,e),t.stroke())},b=function(t,e,n,i,r,o,s){l(t,r),o.doit&&(o.set_vectorize(t,e),t.stroke())},r=function(t,e){var n;return n=function(){var t=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return x.__extends(e,t),e}(w.MarkerView);return t.prototype._render_one=e,t}(),function(){var e=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return x.__extends(e,t),e}(w.Marker);return e.prototype.default_view=n,e.prototype.type=t,e}()},n.Asterisk=r(\"Asterisk\",u),n.CircleCross=r(\"CircleCross\",h),n.CircleX=r(\"CircleX\",c),n.Cross=r(\"Cross\",_),n.Diamond=r(\"Diamond\",p),n.DiamondCross=r(\"DiamondCross\",d),n.InvertedTriangle=r(\"InvertedTriangle\",f),n.Square=r(\"Square\",m),n.SquareCross=r(\"SquareCross\",v),n.SquareX=r(\"SquareX\",g),n.Triangle=r(\"Triangle\",y),n.X=r(\"X\",b)},function(t,e,n){var i=t(364),r=t(128),o=t(9),s=t(15);n.MarkerView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.draw_legend_for_index=function(t,e,n,i,r,o){var s,a,l,u,h,c;return l=[o],h={},h[o]=(e+n)/2,c={},c[o]=(i+r)/2,u={},u[o]=.4*Math.min(Math.abs(n-e),Math.abs(r-i)),s={},s[o]=this._angle[o],a={sx:h,sy:c,_size:u,_angle:s},this._render(t,l,a)},e.prototype._render=function(t,e,n){var i,r,o,s,a,l=n.sx,u=n.sy,h=n._size,c=n._angle;for(a=[],r=0,o=e.length;re;0<=e?t++:t--)u.push(t);return u}.apply(this),n=[],i=s=0,a=e.length;0<=a?sa;i=0<=a?++s:--s)r=e[i],o.point_in_poly(this.sx[i],this.sy[i],h,c)&&n.push(r);return l=o.create_hit_test_result(),l[\"1d\"].indices=n,l},e}(r.XYGlyphView);var a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.XYGlyph);n.Marker=a,a.mixins([\"line\",\"fill\"]),a.define({size:[s.DistanceSpec,{units:\"screen\",value:4}],angle:[s.AngleSpec,0]})},function(t,e,n){var i=t(364),r=t(14),o=t(151),s=t(153),a=t(15),l=t(50),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(l.Model);n.MapOptions=u,u.prototype.type=\"MapOptions\",u.define({lat:[a.Number],lng:[a.Number],zoom:[a.Number,12]});var h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(u);n.GMapOptions=h,h.prototype.type=\"GMapOptions\",h.define({map_type:[a.String,\"roadmap\"],scale_control:[a.Bool,!1],styles:[a.String]}),n.GMapPlotView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(s.PlotView);var c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){if(t.prototype.initialize.call(this,e),!this.api_key)return r.logger.error(\"api_key is required. See https://developers.google.com/maps/documentation/javascript/get-api-key for more information on how to obtain your own.\")},e.prototype._init_plot_canvas=function(){return new o.GMapPlotCanvas({plot:this})},e}(s.Plot);n.GMapPlot=c,c.prototype.type=\"GMapPlot\",c.prototype.default_view=n.GMapPlotView,c.define({map_options:[a.Instance],api_key:[a.String]})},function(t,e,n){var i,r,o=t(364),s=function(t,e){if(!(t instanceof e))throw new Error(\"Bound instance method accessed before binding\")},a=t(31),l=t(154),u=t(20);i=new u.Signal(this,\"gmaps_ready\"),r=function(t){var e;return window._bokeh_gmaps_callback=function(){return i.emit()},e=document.createElement(\"script\"),e.type=\"text/javascript\",e.src=\"https://maps.googleapis.com/maps/api/js?key=\"+t+\"&callback=_bokeh_gmaps_callback\",document.body.appendChild(e)},n.GMapPlotCanvasView=function(t){function e(){var e=t.apply(this,arguments)||this;return e._get_latlon_bounds=e._get_latlon_bounds.bind(e),e._get_projected_bounds=e._get_projected_bounds.bind(e),e._set_bokeh_ranges=e._set_bokeh_ranges.bind(e),e}return o.__extends(e,t),e.prototype.initialize=function(e){var n,o,s=this;return this.pause(),t.prototype.initialize.call(this,e),this._tiles_loaded=!1,this.zoom_count=0,n=this.model.plot.map_options,this.initial_zoom=n.zoom,this.initial_lat=n.lat,this.initial_lng=n.lng,this.canvas_view.map_el.style.position=\"absolute\",null==(null!=(o=window.google)?o.maps:void 0)&&(null==window._bokeh_gmaps_callback&&r(this.model.plot.api_key),i.connect(function(){return s.request_render()})),this.unpause()},e.prototype.update_range=function(e){var n,i,r,o,s;if(null==e)this.model.plot.map_options,this.map.setCenter({lat:this.initial_lat,lng:this.initial_lng}),this.map.setOptions({zoom:this.initial_zoom}),t.prototype.update_range.call(this,null);else if(null!=e.sdx||null!=e.sdy)this.map.panBy(e.sdx,e.sdy),t.prototype.update_range.call(this,e);else if(null!=e.factor){if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,this.pause(),t.prototype.update_range.call(this,e),s=e.factor<0?-1:1,i=this.map.getZoom(),(n=i+s)>=2&&(this.map.setZoom(n),a=this._get_projected_bounds(),o=a[0],r=a[1],a[2],a[3],r-o<0&&this.map.setZoom(i)),this.unpause()}return this._set_bokeh_ranges();var a},e.prototype._build_map=function(){var t,e,n,i=this;return e=window.google.maps,this.map_types={satellite:e.MapTypeId.SATELLITE,terrain:e.MapTypeId.TERRAIN,roadmap:e.MapTypeId.ROADMAP,hybrid:e.MapTypeId.HYBRID},n=this.model.plot.map_options,t={center:new e.LatLng(n.lat,n.lng),zoom:n.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[n.map_type],scaleControl:n.scale_control},null!=n.styles&&(t.styles=JSON.parse(n.styles)),this.map=new e.Map(this.canvas_view.map_el,t),e.event.addListener(this.map,\"idle\",function(){return i._set_bokeh_ranges()}),e.event.addListener(this.map,\"bounds_changed\",function(){return i._set_bokeh_ranges()}),e.event.addListenerOnce(this.map,\"tilesloaded\",function(){return i._render_finished()}),this.connect(this.model.plot.properties.map_options.change,function(){return i._update_options()}),this.connect(this.model.plot.map_options.properties.styles.change,function(){return i._update_styles()}),this.connect(this.model.plot.map_options.properties.lat.change,function(){return i._update_center(\"lat\")}),this.connect(this.model.plot.map_options.properties.lng.change,function(){return i._update_center(\"lng\")}),this.connect(this.model.plot.map_options.properties.zoom.change,function(){return i._update_zoom()}),this.connect(this.model.plot.map_options.properties.map_type.change,function(){return i._update_map_type()}),this.connect(this.model.plot.map_options.properties.scale_control.change,function(){return i._update_scale_control()})},e.prototype._render_finished=function(){return this._tiles_loaded=!0,this.notify_finished()},e.prototype.has_finished=function(){return t.prototype.has_finished.call(this)&&!0===this._tiles_loaded},e.prototype._get_latlon_bounds=function(){var t,n,i,r,o,a,l;return s(this,e),n=this.map.getBounds(),i=n.getNorthEast(),t=n.getSouthWest(),o=t.lng(),r=i.lng(),l=t.lat(),a=i.lat(),[o,r,l,a]},e.prototype._get_projected_bounds=function(){var t,n,i,r,o,l,u,h;return s(this,e),c=this._get_latlon_bounds(),l=c[0],o=c[1],h=c[2],u=c[3],_=a.proj4(a.mercator,[l,h]),n=_[0],r=_[1],p=a.proj4(a.mercator,[o,u]),t=p[0],i=p[1],[n,t,r,i];var c,_,p},e.prototype._set_bokeh_ranges=function(){var t,n,i,r;return s(this,e),o=this._get_projected_bounds(),n=o[0],t=o[1],r=o[2],i=o[3],this.frame.x_range.setv({start:n,end:t}),this.frame.y_range.setv({start:r,end:i});var o},e.prototype._update_center=function(t){var e;return e=this.map.getCenter().toJSON(),e[t]=this.model.plot.map_options[t],this.map.setCenter(e),this._set_bokeh_ranges()},e.prototype._update_map_type=function(){return window.google.maps,this.map.setOptions({mapTypeId:this.map_types[this.model.plot.map_options.map_type]})},e.prototype._update_scale_control=function(){return window.google.maps,this.map.setOptions({scaleControl:this.model.plot.map_options.scale_control})},e.prototype._update_options=function(){return this._update_styles(),this._update_center(\"lat\"),this._update_center(\"lng\"),this._update_zoom(),this._update_map_type()},e.prototype._update_styles=function(){return this.map.setOptions({styles:JSON.parse(this.model.plot.map_options.styles)})},e.prototype._update_zoom=function(){return this.map.setOptions({zoom:this.model.plot.map_options.zoom}),this._set_bokeh_ranges()},e.prototype._map_hook=function(t,e){var n,i,r,o,s;if(i=e[0],o=e[1],s=e[2],n=e[3],this.canvas_view.map_el.style.top=o+\"px\",this.canvas_view.map_el.style.left=i+\"px\",this.canvas_view.map_el.style.width=s+\"px\",this.canvas_view.map_el.style.height=n+\"px\",null==this.map&&null!=(null!=(r=window.google)?r.maps:void 0))return this._build_map()},e.prototype._paint_empty=function(t,e){var n,i,r,o,s,a;return s=this.canvas._width.value,o=this.canvas._height.value,r=e[0],a=e[1],i=e[2],n=e[3],t.clearRect(0,0,s,o),t.beginPath(),t.moveTo(0,0),t.lineTo(0,o),t.lineTo(s,o),t.lineTo(s,0),t.lineTo(0,0),t.moveTo(r,a),t.lineTo(r+i,a),t.lineTo(r+i,a+n),t.lineTo(r,a+n),t.lineTo(r,a),t.closePath(),t.fillStyle=this.model.plot.border_fill_color,t.fill()},e}(l.PlotCanvasView);var h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(e,t),e.prototype.initialize=function(e,n){return this.use_map=!0,t.prototype.initialize.call(this,e,n)},e}(l.PlotCanvas);n.GMapPlotCanvas=h,h.prototype.type=\"GMapPlotCanvas\",h.prototype.default_view=n.GMapPlotCanvasView},function(t,e,n){var i=t(150);n.MapOptions=i.MapOptions;var r=t(150);n.GMapOptions=r.GMapOptions;var o=t(150);n.GMapPlot=o.GMapPlot;var s=t(151);n.GMapPlotCanvas=s.GMapPlotCanvas;var a=t(153);n.Plot=a.Plot;var l=t(154);n.PlotCanvas=l.PlotCanvas},function(t,e,n){var i=t(364),r=t(13),o=t(14),s=t(15),a=t(22),l=t(30),u=t(42),h=t(139),c=t(65),_=t(168),p=t(233),d=t(66),f=t(154),m=t(173),v=t(161),g=t(3),y=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.connect_signals=function(){var e;return t.prototype.connect_signals.call(this),e=\"Title object cannot be replaced. Try changing properties on title to update it after initialization.\",this.connect(this.model.properties.title.change,function(){return o.logger.warn(e)})},e.prototype.get_height=function(){return this.model._width.value/this.model.get_aspect_ratio()},e.prototype.get_width=function(){return this.model._height.value*this.model.get_aspect_ratio()},e.prototype.save=function(t){return this.plot_canvas_view.save(t)},e}(h.LayoutDOMView);n.PlotView=y,y.prototype.className=\"bk-plot-layout\",y.getters({plot_canvas_view:function(){return this.child_views[this.model._plot_canvas.id]}});var b=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){var n,i,r,o,s,a,h,c,_,p,d,f,m,v,g,y;for(t.prototype.initialize.call(this,e),_=l.values(this.extra_x_ranges).concat(this.x_range),n=0,s=_.length;n=0},e.prototype.can_redo=function(){return this.state.index=0?a.push(e.selected=t[s.id]):a.push(void 0)):a.push(e.selection_manager.clear()));return a},e.prototype.reset_selection=function(){return this.update_selection(null)},e.prototype._update_ranges_together=function(t){var e,n,i,r,o,s,a,l;for(l=1,e=0,i=t.length;ed.end,n||(f=this._get_weight_to_constrain_interval(d,_))<1&&(_.start=f*_.start+(1-f)*d.start,_.end=f*_.end+(1-f)*d.end),null!=d.bounds&&(h=d.bounds[0],u=d.bounds[1],c=Math.abs(_.end-_.start),r?(null!=h&&h>=_.end&&(i=!0,_.end=h,null==e&&null==n||(_.start=h+c)),null!=u&&u<=_.start&&(i=!0,_.start=u,null==e&&null==n||(_.end=u-c))):(null!=h&&h>=_.start&&(i=!0,_.start=h,null==e&&null==n||(_.end=h+c)),null!=u&&u<=_.end&&(i=!0,_.end=u,null==e&&null==n||(_.start=u-c))));if(!n||!i){for(p=[],s=0,l=t.length;s0&&a0&&a>i&&(u=(i-l)/(a-l)),u=Math.max(0,Math.min(1,u))),u;var h},e.prototype.update_range=function(t,e,n){var i,r,o,s,a,l,u;if(this.pause(),null==t){o=this.frame.x_ranges;for(i in o)(u=o[i]).reset();s=this.frame.y_ranges;for(i in s)(u=s[i]).reset();this.update_dataranges()}else{r=[],a=this.frame.x_ranges;for(i in a)u=a[i],r.push([u,t.xrs[i]]);l=this.frame.y_ranges;for(i in l)u=l[i],r.push([u,t.yrs[i]]);n&&this._update_ranges_together(r),this._update_ranges_individually(r,e,n)}return this.unpause()},e.prototype.reset_range=function(){return this.update_range(null)},e.prototype.build_levels=function(){var t,e,n,i,r,o,s,a,l,u,h;for(l=this.model.plot.all_renderers,a=Object.keys(this.renderer_views),s=m.build_views(this.renderer_views,l,this.view_options()),u=E.difference(a,function(){var t,e,n;for(n=[],t=0,e=l.length;t=0&&io&&_.model.document.interactive_stop(_.model.plot),_.request_render()},o)):this.model.document.interactive_stop(this.model.plot)),a=this.renderer_views;for(r in a)if(l=a[r],null==this.range_update_timestamp||l.set_data_timestamp>this.range_update_timestamp){this.update_dataranges();break}return this.model.frame._update_scales(),t=this.canvas_view.ctx,t.pixel_ratio=s=this.canvas.pixel_ratio,t.save(),t.scale(s,s),t.translate(.5,.5),e=[this.frame._left.value,this.frame._top.value,this.frame._width.value,this.frame._height.value],this._map_hook(t,e),this._paint_empty(t,e),this.prepare_webgl(s,e),t.save(),this.visuals.outline_line.doit&&(this.visuals.outline_line.set_value(t),c=e[1],n=e[3],(h=e[0])+(u=e[2])===this.canvas._width.value&&(u-=1),c+n===this.canvas._height.value&&(n-=1),t.strokeRect(h,c,u,n)),t.restore(),this._paint_levels(t,[\"image\",\"underlay\",\"glyph\"],e),this.blit_webgl(s),this._paint_levels(t,[\"annotation\"],e),this._paint_levels(t,[\"overlay\"]),null==this.initial_range_info&&this.set_initial_range(),t.restore(),this._has_finished?void 0:(this._has_finished=!0,this.notify_finished())}},e.prototype._paint_levels=function(t,e,n){var i,r,o,s,a,l,u,h,c,_,p,d,f;for(t.save(),null!=n&&\"canvas\"===this.model.plot.output_backend&&(t.beginPath(),t.rect.apply(t,n),t.clip()),r={},_=this.model.plot.renderers,i=o=0,a=_.length;o0&&(c=function(){var t,e,n;for(n=[],t=0,e=c.length;t=0&&n.push(u);return n}()),s.logger.debug(\"computed \"+c.length+\" renderers for DataRange1d \"+this.id),n=0,r=c.length;nr&&(\"start\"===this.follow?i=_+o*r:\"end\"===this.follow&&(_=i-o*r)),[_,i];var p,d,f},e.prototype.update=function(t,e,n){var i,r,o,s,a,l,u,h;if(!this.have_updated_interactively){return u=this.computed_renderers(),this.plot_bounds[n]=this._compute_plot_bounds(u,t),c=this._compute_min_max(this.plot_bounds,e),a=c[0],s=c[1],_=this._compute_range(a,s),h=_[0],o=_[1],null!=this._initial_start&&(\"log\"===this.scale_hint?this._initial_start>0&&(h=this._initial_start):h=this._initial_start),null!=this._initial_end&&(\"log\"===this.scale_hint?this._initial_end>0&&(o=this._initial_end):o=this._initial_end),p=[this.start,this.end],r=p[0],i=p[1],h===r&&o===i||(l={},h!==r&&(l.start=h),o!==i&&(l.end=o),this.setv(l)),\"auto\"===this.bounds&&this.setv({bounds:[h,o]},{silent:!0}),this.change.emit();var c,_,p}},e.prototype.reset=function(){return this.have_updated_interactively=!1,this.setv({range_padding:this._initial_range_padding,range_padding_units:this._initial_range_padding_units,follow:this._initial_follow,follow_interval:this._initial_follow_interval,default_span:this._initial_default_span},{silent:!0}),this.change.emit()},e}(r.DataRange);n.DataRange1d=u,u.prototype.type=\"DataRange1d\",u.define({start:[a.Number],end:[a.Number],range_padding:[a.Number,.1],range_padding_units:[a.PaddingUnits,\"percent\"],flipped:[a.Bool,!1],follow:[a.StartEnd],follow_interval:[a.Number],default_span:[a.Number,2],bounds:[a.Any],min_interval:[a.Any],max_interval:[a.Any]}),u.internal({scale_hint:[a.String,\"auto\"]}),u.getters({min:function(){return Math.min(this.start,this.end)},max:function(){return Math.max(this.start,this.end)}})},function(t,e,n){var i=t(364),r=t(159),o=t(15),s=t(22),a=t(42);n.map_one_level=function(t,e,n){void 0===n&&(n=0);var i,r,o,s,a;for(a={},r=o=0,s=t.length;othis.end},enumerable:!0,configurable:!0}),e.prototype.reset=function(){return this._set_auto_bounds(),this.start!==this._initial_start||this.end!==this._initial_end?this.setv({start:this._initial_start,end:this._initial_end}):this.change.emit()},e}(r.Range);n.Range1d=s,s.prototype.type=\"Range1d\",s.define({start:[o.Number,0],end:[o.Number,1],bounds:[o.Any],min_interval:[o.Any],max_interval:[o.Any]})},function(t,e,n){var i=t(364),r=[].indexOf,o=t(165),s=t(114),a=t(178),l=t(172),u=t(14),h=t(15),c=t(22),_=t(30);n.GlyphRendererView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){var n,i,o,s,l,u,h,c,p,d;if(t.prototype.initialize.call(this,e),n=this.model.glyph,s=r.call(n.mixins,\"fill\")>=0,l=r.call(n.mixins,\"line\")>=0,o=_.clone(n.attributes),delete o.id,h=function(t){var e;return e=_.clone(o),s&&_.extend(e,t.fill),l&&_.extend(e,t.line),new n.constructor(e)},this.glyph=this.build_glyph_view(n),null==(d=this.model.selection_glyph)?d=h({fill:{},line:{}}):\"auto\"===d&&(d=h(this.model.selection_defaults)),this.selection_glyph=this.build_glyph_view(d),null==(p=this.model.nonselection_glyph)?p=h({fill:{},line:{}}):\"auto\"===p&&(p=h(this.model.nonselection_defaults)),this.nonselection_glyph=this.build_glyph_view(p),null!=(u=this.model.hover_glyph)&&(this.hover_glyph=this.build_glyph_view(u)),null!=(c=this.model.muted_glyph)&&(this.muted_glyph=this.build_glyph_view(c)),i=h(this.model.decimated_defaults),this.decimated_glyph=this.build_glyph_view(i),this.xscale=this.plot_view.frame.xscales[this.model.x_range_name],this.yscale=this.plot_view.frame.yscales[this.model.y_range_name],this.set_data(!1),this.model.data_source instanceof a.RemoteDataSource)return this.model.data_source.setup()},e.prototype.build_glyph_view=function(t){return new t.default_view({model:t,renderer:this,plot_view:this.plot_view,parent:this})},e.prototype.connect_signals=function(){return t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return this.request_render()}),this.connect(this.model.glyph.change,function(){return this.set_data()}),this.connect(this.model.data_source.change,function(){return this.set_data()}),this.connect(this.model.data_source.streaming,function(){return this.set_data()}),this.connect(this.model.data_source.patching,function(t){return this.set_data(!0,t)}),this.connect(this.model.data_source.select,function(){return this.request_render()}),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,function(){return this.request_render()}),this.connect(this.model.properties.view.change,function(){return this.set_data()}),this.connect(this.model.view.change,function(){return this.set_data()}),this.connect(this.model.glyph.transformchange,function(){return this.set_data()})},e.prototype.have_selection_glyphs=function(){return null!=this.selection_glyph&&null!=this.nonselection_glyph},e.prototype.set_data=function(t,e){void 0===t&&(t=!0);var n,i,r,o,s,a,l;for(l=Date.now(),a=this.model.data_source,this.all_indices=this.model.view.indices,this.glyph.model.setv({x_range_name:this.model.x_range_name,y_range_name:this.model.y_range_name},{silent:!0}),this.glyph.set_data(a,this.all_indices,e),this.glyph.set_visuals(a),this.decimated_glyph.set_visuals(a),this.have_selection_glyphs()&&(this.selection_glyph.set_visuals(a),this.nonselection_glyph.set_visuals(a)),null!=this.hover_glyph&&this.hover_glyph.set_visuals(a),null!=this.muted_glyph&&this.muted_glyph.set_visuals(a),o=this.plot_model.plot.lod_factor,this.decimated=[],i=r=0,s=Math.floor(this.all_indices.length/o);0<=s?rs;i=0<=s?++r:--r)this.decimated.push(i*o);if(n=Date.now()-l,u.logger.debug(this.glyph.model.type+\" GlyphRenderer (\"+this.model.id+\"): set_data finished in \"+n+\"ms\"),this.set_data_timestamp=Date.now(),t)return this.request_render()},e.prototype.render=function(){var t,e,n,i,o,a,l,h,_,p,d,f,m,v,g,y,b,x,w,k,S,T,M,A,E,z,C,O,N,j;if(this.model.visible){if(C=Date.now(),l=this.glyph.glglyph,Date.now(),this.glyph.map_data(),e=Date.now()-C,O=Date.now(),(p=this.glyph.mask_data(this.all_indices)).length===this.all_indices.length&&(p=function(){M=[];for(var t=0,e=this.all_indices.length;0<=e?te;0<=e?t++:t--)M.push(t);return M}.apply(this)),n=Date.now()-O,(t=this.plot_view.canvas_view.ctx).save(),A=this.model.data_source.selected,A=A&&0!==A.length?A[\"0d\"].glyph?this.model.view.convert_indices_from_subset(p):A[\"1d\"].indices.length>0?A[\"1d\"].indices:function(){var t,e,n,i;for(n=Object.keys(A[\"2d\"].indices),i=[],t=0,e=n.length;t0?d[\"1d\"].indices:function(){var t,e,n,i;for(n=Object.keys(d[\"2d\"].indices),i=[],t=0,e=n.length;t=0&&i.push(_);return i}.call(this),b=this.plot_model.plot.lod_threshold,(null!=(S=this.model.document)?S.interactive_duration():void 0)>0&&!l&&null!=b&&this.all_indices.length>b?(p=this.decimated,h=this.decimated_glyph,k=this.decimated_glyph,z=this.selection_glyph):(h=this.model.muted&&null!=this.muted_glyph?this.muted_glyph:this.glyph,k=this.nonselection_glyph,z=this.selection_glyph),null!=this.hover_glyph&&d.length&&(p=c.difference(p,d)),A.length&&this.have_selection_glyphs()){for(j=Date.now(),E={},f=0,v=A.length;f0&&(r=i),r},e.prototype.hit_test_helper=function(t,e,n,i,r){var o,s,a,l;return!!this.visible&&(null!==(o=e.glyph.hit_test(t))&&(s=this.view.convert_selection_from_subset(o),\"select\"===r?((l=this.data_source.selection_manager.selector).update(s,n,i),this.data_source.selected=l.indices,this.data_source.select.emit()):((a=this.data_source.selection_manager.get_or_create_inspector(this)).update(s,!0,!1,!0),this.data_source.setv({inspected:a.indices},{silent:!0}),this.data_source.inspect.emit([e,{geometry:t}])),!s.is_empty()))},e.prototype.get_selection_manager=function(){return this.data_source.selection_manager},e}(o.Renderer);n.GlyphRenderer=p,p.prototype.default_view=n.GlyphRendererView,p.prototype.type=\"GlyphRenderer\",p.define({x_range_name:[h.String,\"default\"],y_range_name:[h.String,\"default\"],data_source:[h.Instance],view:[h.Instance,function(){return new l.CDSView}],glyph:[h.Instance],hover_glyph:[h.Instance],nonselection_glyph:[h.Any,\"auto\"],selection_glyph:[h.Any,\"auto\"],muted_glyph:[h.Instance],muted:[h.Bool,!1]}),p.override({level:\"glyph\"}),p.prototype.selection_defaults={fill:{},line:{}},p.prototype.decimated_defaults={fill:{fill_alpha:.3,fill_color:\"grey\"},line:{line_alpha:.3,line_color:\"grey\"}},p.prototype.nonselection_defaults={fill:{fill_alpha:.2,line_alpha:.2},line:{}}},function(t,e,n){var i=t(364),r=t(165),o=t(129),s=t(15),a=t(4);n.GraphRendererView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e),this.xscale=this.plot_view.frame.xscales.default,this.yscale=this.plot_view.frame.yscales.default,this._renderer_views={},n=a.build_views(this._renderer_views,[this.model.node_renderer,this.model.edge_renderer],this.plot_view.view_options()),this.node_view=n[0],this.edge_view=n[1],this.set_data();var n},e.prototype.connect_signals=function(){return t.prototype.connect_signals.call(this),this.connect(this.model.layout_provider.change,function(){return this.set_data()}),this.connect(this.model.node_renderer.data_source.select,function(){return this.set_data()}),this.connect(this.model.node_renderer.data_source.inspect,function(){return this.set_data()}),this.connect(this.model.node_renderer.data_source.change,function(){return this.set_data()}),this.connect(this.model.edge_renderer.data_source.select,function(){return this.set_data()}),this.connect(this.model.edge_renderer.data_source.inspect,function(){return this.set_data()}),this.connect(this.model.edge_renderer.data_source.change,function(){return this.set_data()})},e.prototype.set_data=function(t){if(void 0===t&&(t=!0),this.node_view.glyph.model.setv({x_range_name:this.model.x_range_name,y_range_name:this.model.y_range_name},{silent:!0}),this.edge_view.glyph.model.setv({x_range_name:this.model.x_range_name,y_range_name:this.model.y_range_name},{silent:!0}),e=this.model.layout_provider.get_node_coordinates(this.model.node_renderer.data_source),this.node_view.glyph._x=e[0],this.node_view.glyph._y=e[1],n=this.model.layout_provider.get_edge_coordinates(this.model.edge_renderer.data_source),this.edge_view.glyph._xs=n[0],this.edge_view.glyph._ys=n[1],this.node_view.glyph.index=this.node_view.glyph._index_data(),this.edge_view.glyph.index=this.edge_view.glyph._index_data(),t)return this.request_render();var e,n},e.prototype.render=function(){return this.edge_view.render(),this.node_view.render()},e.prototype.hit_test=function(t,e,n,i){void 0===i&&(i=\"select\");var r,o;return!!this.model.visible&&(!1,\"select\"===i?null!=(r=this.model.selection_policy)?r.do_selection(t,this,e,n):void 0:null!=(o=this.model.inspection_policy)?o.do_inspection(t,this,e,n):void 0)},e}(r.RendererView);var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.get_selection_manager=function(){return this.node_renderer.data_source.selection_manager},e}(r.Renderer);n.GraphRenderer=l,l.prototype.default_view=n.GraphRendererView,l.prototype.type=\"GraphRenderer\",l.define({x_range_name:[s.String,\"default\"],y_range_name:[s.String,\"default\"],layout_provider:[s.Instance],node_renderer:[s.Instance],edge_renderer:[s.Instance],selection_policy:[s.Instance,function(){return new o.NodesOnly}],inspection_policy:[s.Instance,function(){return new o.NodesOnly}]}),l.override({level:\"glyph\"})},function(t,e,n){var i=t(364),r=t(165),o=t(15),s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.Renderer);n.GuideRenderer=s,s.prototype.type=\"GuideRenderer\",s.define({plot:[o.Instance]}),s.override({level:\"overlay\"})},function(t,e,n){var i=t(161);n.GlyphRenderer=i.GlyphRenderer;var r=t(162);n.GraphRenderer=r.GraphRenderer;var o=t(163);n.GuideRenderer=o.GuideRenderer;var s=t(165);n.Renderer=s.Renderer},function(t,e,n){var i=t(364),r=t(6),o=t(46),s=t(15),a=t(32),l=t(30),u=t(50),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e),this.plot_view=e.plot_view,this.visuals=new o.Visuals(this.model),this._has_finished=!0},e.prototype.request_render=function(){return this.plot_view.request_render()},e.prototype.set_data=function(t){var e;if(e=this.model.materialize_dataspecs(t),l.extend(this,e),this.plot_model.use_map&&(null!=this._x&&(n=a.project_xy(this._x,this._y),this._x=n[0],this._y=n[1]),null!=this._xs))return i=a.project_xsys(this._xs,this._ys),this._xs=i[0],this._ys=i[1],i;var n,i},e.prototype.map_to_screen=function(t,e){return this.plot_view.map_to_screen(t,e,this.model.x_range_name,this.model.y_range_name)},e}(r.DOMView);n.RendererView=h,h.getters({plot_model:function(){return this.plot_view.model}});var c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(u.Model);n.Renderer=c,c.prototype.type=\"Renderer\",c.define({level:[s.RenderLevel,null],visible:[s.Bool,!0]})},function(t,e,n){var i=t(364),r=t(168),o=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.compute=function(e){return t.prototype.compute.call(this,this.source_range.synthetic(e))},e.prototype.v_compute=function(e){return t.prototype.v_compute.call(this,this.source_range.v_synthetic(e))},e}(r.LinearScale);n.CategoricalScale=o,o.prototype.type=\"CategoricalScale\"},function(t,e,n){var i=t(166);n.CategoricalScale=i.CategoricalScale;var r=t(168);n.LinearScale=r.LinearScale;var o=t(169);n.LogScale=o.LogScale;var s=t(170);n.Scale=s.Scale},function(t,e,n){var i=t(364),r=t(170),o=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.compute=function(t){var e,n;return i=this._compute_state(),e=i[0],n=i[1],e*t+n;var i},e.prototype.v_compute=function(t){var e,n,i,r,o,s,a;for(l=this._compute_state(),e=l[0],o=l[1],s=new Float64Array(t.length),i=n=0,r=t.length;nu;i=0<=u?++s:--s)c[i]=0;else for(i=a=0,h=t.length;0<=h?ah;i=0<=h?++a:--a)e=(Math.log(t[i])-o)/r,_=isFinite(e)?e*n+l:NaN,c[i]=_;return c;var p},e.prototype.invert=function(t){var e,n,i,r,o;return s=this._compute_state(),e=s[0],r=s[1],n=s[2],i=s[3],o=(t-r)/e,Math.exp(n*o+i);var s},e.prototype.v_invert=function(t){var e,n,i,r,o,s,a,l,u;for(h=this._compute_state(),e=h[0],s=h[1],i=h[2],r=h[3],l=new Float64Array(t.length),n=o=0,a=t.length;0<=a?oa;n=0<=a?++o:--o)u=(t[n]-s)/e,l[n]=Math.exp(i*u+r);return l;var h},e.prototype._get_safe_factor=function(t,e){var n,i,r;return r=t<0?0:t,n=e<0?0:e,r===n&&(0===r?(r=(o=[1,10])[0],n=o[1]):(i=Math.log(r)/Math.log(10),r=Math.pow(10,Math.floor(i)),n=Math.ceil(i)!==Math.floor(i)?Math.pow(10,Math.ceil(i)):Math.pow(10,Math.ceil(i)+1))),[r,n];var o},e.prototype._compute_state=function(){var t,e,n,i,r,o,s,a,l,u,h;return a=this.source_range.start,s=this.source_range.end,h=this.target_range.start,u=this.target_range.end,o=u-h,c=this._get_safe_factor(a,s),l=c[0],t=c[1],0===l?(n=Math.log(t),i=0):(n=Math.log(t)-Math.log(l),i=Math.log(l)),e=o,r=h,[e,r,n,i];var c},e}(r.Scale);n.LogScale=o,o.prototype.type=\"LogScale\"},function(t,e,n){var i=t(364),r=t(238),o=t(15),s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.r_compute=function(t,e){return this.target_range.is_reversed?[this.compute(e),this.compute(t)]:[this.compute(t),this.compute(e)]},e.prototype.r_invert=function(t,e){return this.target_range.is_reversed?[this.invert(e),this.invert(t)]:[this.invert(t),this.invert(e)]},e}(r.Transform);n.Scale=s,s.prototype.type=\"Scale\",s.internal({source_range:[o.Any],target_range:[o.Any]})},function(t,e,n){var i=t(364),r=function(t,e){if(!(t instanceof e))throw new Error(\"Bound instance method accessed before binding\")},o=t(178),s=t(14),a=t(15),l=function(t){function e(){var e=t.apply(this,arguments)||this;return e.destroy=e.destroy.bind(e),e.setup=e.setup.bind(e),e.get_data=e.get_data.bind(e),e}return i.__extends(e,t),e.prototype.destroy=function(){if(r(this,e),null!=this.interval)return clearInterval(this.interval)},e.prototype.setup=function(){if(r(this,e),null==this.initialized&&(this.initialized=!0,this.get_data(this.mode),this.polling_interval))return this.interval=setInterval(this.get_data,this.polling_interval,this.mode,this.max_size,this.if_modified)},e.prototype.get_data=function(t,n,i){var o=this;void 0===n&&(n=0),void 0===i&&(i=!1);var a,l,u,h;r(this,e),(h=new XMLHttpRequest).open(this.method,this.data_url,!0),h.withCredentials=!1,h.setRequestHeader(\"Content-Type\",this.content_type),l=this.http_headers;for(a in l)u=l[a],h.setRequestHeader(a,u);return h.addEventListener(\"load\",function(){var e,i,r,s,a,l;if(200===h.status)switch(i=JSON.parse(h.responseText),t){case\"replace\":return o.data=i;case\"append\":for(a=o.data,l=o.columns(),r=0,s=l.length;r0?this.indices=a.intersection.apply(this,e):this.source instanceof l.ColumnarDataSource&&(this.indices=null!=(i=this.source)?i.get_indices():void 0),this.indices_map_to_subset()},e.prototype.indices_map_to_subset=function(){var t,e,n,i;for(this.indices_map={},i=[],t=e=0,n=this.indices.length;0<=n?en;t=0<=n?++e:--e)i.push(this.indices_map[this.indices[t]]=t);return i},e.prototype.convert_selection_from_subset=function(t){var e,n,i;return(i=s.create_hit_test_result()).update_through_union(t),n=function(){var n,i,r,o;for(r=t[\"1d\"].indices,o=[],n=0,i=r.length;ni&&(t=t.slice(-i)),t;if(p=t.length+e.length,null!=i&&p>i){for(c=p-i,r=t.length,t.lengthu;o=l<=u?++s:--s)t[o-c]=t[o];for(o=a=0,h=e.length;0<=h?ah;o=0<=h?++a:--a)t[o+(r-c)]=e[o];return t}return _=new t.constructor(e),n.concat_typed_arrays(t,_)},n.slice=function(t,e){var n,i,r;return h.isObject(t)?[null!=(n=t.start)?n:0,null!=(i=t.stop)?i:e,null!=(r=t.step)?r:1]:(o=[t,t+1,1],o[0],o[1],o[2],o);var o},n.patch_to_column=function(t,e,i){var r,o,s,a,u,c,_,p,d,f,m,v,g,y,b,x,w,k,S,T,M,A,E;for(x=new l.Set,w=!1,v=0,g=e.length;v0?yk;o=y+=S)for(p=b=d,T=m,M=f;M>0?bT;p=b+=M)w&&x.push(p),_[o*A[1]+p]=E[r],r++;return x;var z,C,O};var c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e),n=u.decode_column_data(this.data),this.data=n[0],this._shapes=n[1],n;var n},e.prototype.attributes_as_json=function(t,n){void 0===t&&(t=!0),void 0===n&&(n=e._value_to_json);var i,o,s,a;i={},s=this.serializable_attributes();for(o in s)r.call(s,o)&&(a=s[o],\"data\"===o&&(a=u.encode_column_data(a,this._shapes)),t?i[o]=a:o in this._set_after_defaults&&(i[o]=a));return n(\"attributes\",i,this)},e._value_to_json=function(t,e,n){return h.isObject(e)&&\"data\"===t?u.encode_column_data(e,n._shapes):s.HasProps._value_to_json(t,e,n)},e.prototype.stream=function(t,e){var i,r;i=this.data;for(r in t)t[r],i[r]=n.stream_to_column(i[r],t[r],e);return this.setv({data:i},{silent:!0}),this.streaming.emit()},e.prototype.patch=function(t){var e,i,r,o;e=this.data,o=new l.Set;for(i in t)r=t[i],o=o.union(n.patch_to_column(e[i],r,this._shapes[i]));return this.setv({data:e},{silent:!0}),this.patching.emit(o.values)},e}(o.ColumnarDataSource);n.ColumnDataSource=c,c.prototype.type=\"ColumnDataSource\",c.define({data:[a.Any,{}]})},function(t,e,n){var i=t(364),r=t(175),o=t(20),s=t(14),a=t(17),l=t(15),u=t(22),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e),this.select=new o.Signal(this,\"select\"),this.inspect=new o.Signal(this,\"inspect\"),this.streaming=new o.Signal(this,\"streaming\"),this.patching=new o.Signal(this,\"patching\")},e.prototype.get_column=function(t){var e;return null!=(e=this.data[t])?e:null},e.prototype.columns=function(){return Object.keys(this.data)},e.prototype.get_length=function(t){void 0===t&&(t=!0);var e,n,i,r;switch((n=u.uniq(function(){var t,n;t=this.data,n=[];for(e in t)r=t[e],n.push(r.length);return n}.call(this))).length){case 0:return null;case 1:return n[0];default:if(i=\"data source has columns of inconsistent lengths\",t)return s.logger.warn(i),n.sort()[0];throw new Error(i)}},e.prototype.get_indices=function(){var t,e;return null==(t=this.get_length())&&(t=1),function(){e=[];for(var n=0;0<=t?nt;0<=t?n++:n--)e.push(n);return e}.apply(this)},e}(r.DataSource);n.ColumnarDataSource=h,h.prototype.type=\"ColumnarDataSource\",h.define({column_names:[l.Array,[]]}),h.internal({selection_manager:[l.Instance,function(t){return new a.SelectionManager({source:t})}],inspected:[l.Any],_shapes:[l.Any,{}]})},function(t,e,n){var i=t(364),r=t(50),o=t(9),s=t(15),a=t(42),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){var n=this;return t.prototype.initialize.call(this,e),this.connect(this.properties.selected.change,function(){var t;if(null!=(t=n.callback))return a.isFunction(t)?t(n):t.execute(n)})},e}(r.Model);n.DataSource=l,l.prototype.type=\"DataSource\",l.define({selected:[s.Any,o.create_hit_test_result()],callback:[s.Any]})},function(t,e,n){var i=t(364),r=t(174),o=t(14),s=t(15),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){var n=this;return t.prototype.initialize.call(this,e),this._update_data(),this.connect(this.properties.geojson.change,function(){return n._update_data()})},e.prototype._update_data=function(){return this.data=this.geojson_to_column_data()},e.prototype._get_new_list_array=function(t){var e,n,i;for(i=[],e=0,n=t;0<=n?en;0<=n?++e:--e)i.push([]);return i},e.prototype._get_new_nan_array=function(t){var e,n,i;for(i=[],e=0,n=t;0<=n?en;0<=n?++e:--e)i.push(NaN);return i},e.prototype._flatten_function=function(t,e){return t.concat([[NaN,NaN,NaN]]).concat(e)},e.prototype._add_properties=function(t,e,n,i){var r,o;o=[];for(r in t.properties)e.hasOwnProperty(r)||(e[r]=this._get_new_nan_array(i)),o.push(e[r][n]=t.properties[r]);return o},e.prototype._add_geometry=function(t,e,n){var i,r,s,a,l,u,h,c,_,p,d,f,m,v,g,y,b,x,w,k,S,T,M,A,E,z,C;switch(t.type){case\"Point\":return r=t.coordinates,e.x[n]=r[0],e.y[n]=r[1],e.z[n]=null!=(x=r[2])?x:NaN;case\"LineString\":for(i=t.coordinates,A=[],u=h=0,_=i.length;h<_;u=++h)r=i[u],e.xs[n][u]=r[0],e.ys[n][u]=r[1],A.push(e.zs[n][u]=null!=(w=r[2])?w:NaN);return A;case\"Polygon\":for(t.coordinates.length>1&&o.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\"),s=t.coordinates[0],E=[],u=c=0,p=s.length;c1&&o.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\"),a.push(b[0]);for(l=a.reduce(this._flatten_function),C=[],u=y=0,m=l.length;yn&&l0&&u.length>0){for(var _=r/h,p=s.range(0,h).map(function(t){return t*_}),d=0,f=p.slice(1);d1?this.interval=(i[1]-i[0])*o.ONE_DAY:this.interval=31*o.ONE_DAY},e.prototype.get_ticks_no_defaults=function(t,e,n,i){var r=function(t,e){var n=o.last_month_no_later_than(new Date(t)),i=o.last_month_no_later_than(new Date(e));i.setUTCMonth(i.getUTCMonth()+1);var r=[],s=n;for(;r.push(o.copy_date(s)),s.setUTCMonth(s.getUTCMonth()+1),!(s>i););return r}(t,e),s=this.days,l=this.interval,u=a.concat(r.map(function(t){return function(t,e){for(var n=[],i=0,r=s;i0&&o.length>0){for(var f=_/s,m=r.range(0,s).map(function(t){return t*f}),v=0,g=m.slice(1);v0&&o.length>0){for(var E=Math.pow(l,A)/s,m=r.range(1,s+1).map(function(t){return t*E}),z=0,C=m;z1?this.interval=(i[1]-i[0])*o.ONE_MONTH:this.interval=12*o.ONE_MONTH},e.prototype.get_ticks_no_defaults=function(t,e,n,i){var r=function(t,e){var n=o.last_year_no_later_than(new Date(t)),i=o.last_year_no_later_than(new Date(e));i.setUTCFullYear(i.getUTCFullYear()+1);var r=[],s=n;for(;r.push(o.copy_date(s)),s.setUTCFullYear(s.getUTCFullYear()+1),!(s>i););return r}(t,e),s=this.months,l=a.concat(r.map(function(t){return s.map(function(e){var n=o.copy_date(t);return n.setUTCMonth(e),n})})),u=l.map(function(t){return t.getTime()}),h=u.filter(function(n){return t<=n&&n<=e});return{major:h,minor:[]}},e}(r.SingleIntervalTicker);n.MonthsTicker=l,l.prototype.type=\"MonthsTicker\",l.define({months:[s.Array,[]]})},function(t,e,n){var i=t(364),r=t(183),o=t(15),s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.get_interval=function(t,e,n){return this.interval},Object.defineProperty(e.prototype,\"min_interval\",{get:function(){return this.interval},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"max_interval\",{get:function(){return this.interval},enumerable:!0,configurable:!0}),e}(r.ContinuousTicker);n.SingleIntervalTicker=s,s.prototype.type=\"SingleIntervalTicker\",s.define({interval:[o.Number]})},function(t,e,n){var i=t(364),r=t(50),o=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.Model);n.Ticker=o,o.prototype.type=\"Ticker\"},function(t,e,n){function i(t){return new Date(t.getTime())}function r(t){var e=i(t);return e.setUTCDate(1),e.setUTCHours(0),e.setUTCMinutes(0),e.setUTCSeconds(0),e.setUTCMilliseconds(0),e}n.ONE_MILLI=1,n.ONE_SECOND=1e3,n.ONE_MINUTE=60*n.ONE_SECOND,n.ONE_HOUR=60*n.ONE_MINUTE,n.ONE_DAY=24*n.ONE_HOUR,n.ONE_MONTH=30*n.ONE_DAY,n.ONE_YEAR=365*n.ONE_DAY,n.copy_date=i,n.last_month_no_later_than=r,n.last_year_no_later_than=function(t){var e=r(t);return e.setUTCMonth(0),e}},function(t,e,n){var i=t(364),r=t(180),o=t(191),s=t(193),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e,n){t.prototype.initialize.call(this,e,n),this.interval=s.ONE_YEAR,this.basic_ticker=new r.BasicTicker({num_minor_ticks:0})},e.prototype.get_ticks_no_defaults=function(t,e,n,i){var r=s.last_year_no_later_than(new Date(t)).getUTCFullYear(),o=s.last_year_no_later_than(new Date(e)).getUTCFullYear(),a=this.basic_ticker.get_ticks_no_defaults(r,o,n,i).major,l=a.map(function(t){return Date.UTC(t,0,1)}),u=l.filter(function(n){return t<=n&&n<=e});return{major:u,minor:[]}},e}(o.SingleIntervalTicker);n.YearsTicker=a,a.prototype.type=\"YearsTicker\"},function(t,e,n){var i=t(364),r=t(200),o=t(15),s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.get_image_url=function(t,e,n){var i,r,o,s,a;return i=this.string_lookup_replace(this.url,this.extra_url_vars),this.use_latlon?(l=this.get_tile_geographic_bounds(t,e,n),o=l[0],a=l[1],r=l[2],s=l[3]):(u=this.get_tile_meter_bounds(t,e,n),o=u[0],a=u[1],r=u[2],s=u[3]),i.replace(\"{XMIN}\",o).replace(\"{YMIN}\",a).replace(\"{XMAX}\",r).replace(\"{YMAX}\",s);var l,u},e}(r.MercatorTileSource);n.BBoxTileSource=s,s.prototype.type=\"BBoxTileSource\",s.define({use_latlon:[o.Bool,!1]})},function(t,e,n){var i=t(364),r=function(t,e){if(!(t instanceof e))throw new Error(\"Bound instance method accessed before binding\")},o=t(165),s=t(14),a=t(15);n.DynamicImageView=function(t){function e(){var e=t.apply(this,arguments)||this;return e._on_image_load=e._on_image_load.bind(e),e._on_image_error=e._on_image_error.bind(e),e}return i.__extends(e,t),e.prototype.connect_signals=function(){return t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return this.request_render()})},e.prototype.get_extent=function(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]},e.prototype._set_data=function(){return this.map_plot=this.plot_view.model.plot,this.map_canvas=this.plot_view.canvas_view.ctx,this.map_frame=this.plot_view.frame,this.x_range=this.map_plot.x_range,this.y_range=this.map_plot.y_range,this.lastImage=void 0,this.extent=this.get_extent()},e.prototype._map_data=function(){return this.initial_extent=this.get_extent()},e.prototype._on_image_load=function(t){var n;if(r(this,e),n=t.target.image_data,n.img=t.target,n.loaded=!0,this.lastImage=n,this.get_extent().join(\":\")===n.cache_key)return this.request_render()},e.prototype._on_image_error=function(t){var n;return r(this,e),s.logger.error(\"Error loading image: \"+t.target.src),n=t.target.image_data,this.model.image_source.remove_image(n)},e.prototype._create_image=function(t){var e;return e=new Image,e.onload=this._on_image_load,e.onerror=this._on_image_error,e.alt=\"\",e.image_data={bounds:t,loaded:!1,cache_key:t.join(\":\")},this.model.image_source.add_image(e.image_data),e.src=this.model.image_source.get_image_url(t[0],t[1],t[2],t[3],Math.ceil(this.map_frame._height.value),Math.ceil(this.map_frame._width.value)),e},e.prototype.render=function(t,e,n){var i,r,o=this;if(null==this.map_initialized&&(this._set_data(),this._map_data(),this.map_initialized=!0),i=this.get_extent(),this.render_timer&&clearTimeout(this.render_timer),null==(r=this.model.image_source.images[i.join(\":\")])||!r.loaded)return null!=this.lastImage&&this._draw_image(this.lastImage.cache_key),null==r?this.render_timer=setTimeout(function(){return o._create_image(i)},125):void 0;this._draw_image(i.join(\":\"))},e.prototype._draw_image=function(t){var e,n,i,r,o,s,a,l,u;if(null!=(e=this.model.image_source.images[t]))return this.map_canvas.save(),this._set_rect(),this.map_canvas.globalAlpha=this.model.alpha,h=this.plot_view.map_to_screen([e.bounds[0]],[e.bounds[3]]),s=h[0],u=h[1],c=this.plot_view.map_to_screen([e.bounds[2]],[e.bounds[1]]),o=c[0],l=c[1],s=s[0],u=u[0],o=o[0],l=l[0],i=o-s,n=l-u,r=s,a=u,this.map_canvas.drawImage(e.img,r,a,i,n),this.map_canvas.restore();var h,c},e.prototype._set_rect=function(){var t,e,n,i,r;return n=this.plot_model.plot.properties.outline_line_width.value(),e=this.map_frame._left.value+n/2,i=this.map_frame._top.value+n/2,r=this.map_frame._width.value-n,t=this.map_frame._height.value-n,this.map_canvas.rect(e,i,r,t),this.map_canvas.clip()},e}(o.RendererView);var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(o.Renderer);n.DynamicImageRenderer=l,l.prototype.default_view=n.DynamicImageView,l.prototype.type=\"DynamicImageRenderer\",l.define({alpha:[a.Number,1],image_source:[a.Instance],render_parents:[a.Bool,!0]}),l.override({level:\"underlay\"})},function(t,e,n){n.ImagePool=function(){function t(){this.images=[]}return t.prototype.pop=function(){var t;return null!=(t=this.images.pop())?t:new Image},t.prototype.push=function(t){if(!(this.images.length>50))return t.constructor===Array?Array.prototype.push.apply(this.images,t):this.images.push(t)},t}()},function(t,e,n){var i=t(364),r=t(15),o=t(50),s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e,n){return t.prototype.initialize.call(this,e,n),this.images={},this.normalize_case()},e.prototype.normalize_case=function(){\"Note: should probably be refactored into subclasses.\";var t;return t=this.url,t=t.replace(\"{xmin}\",\"{XMIN}\"),t=t.replace(\"{ymin}\",\"{YMIN}\"),t=t.replace(\"{xmax}\",\"{XMAX}\"),t=t.replace(\"{ymax}\",\"{YMAX}\"),t=t.replace(\"{height}\",\"{HEIGHT}\"),t=t.replace(\"{width}\",\"{WIDTH}\"),this.url=t},e.prototype.string_lookup_replace=function(t,e){var n,i,r;i=t;for(n in e)r=e[n],i=i.replace(\"{\"+n+\"}\",r.toString());return i},e.prototype.add_image=function(t){return this.images[t.cache_key]=t},e.prototype.remove_image=function(t){return delete this.images[t.cache_key]},e.prototype.get_image_url=function(t,e,n,i,r,o){return this.string_lookup_replace(this.url,this.extra_url_vars).replace(\"{XMIN}\",t).replace(\"{YMIN}\",e).replace(\"{XMAX}\",n).replace(\"{YMAX}\",i).replace(\"{WIDTH}\",o).replace(\"{HEIGHT}\",r)},e}(o.Model);n.ImageSource=s,s.prototype.type=\"ImageSource\",s.define({url:[r.String,\"\"],extra_url_vars:[r.Any,{}]})},function(t,e,n){var i=t(195);n.BBoxTileSource=i.BBoxTileSource;var r=t(196);n.DynamicImageRenderer=r.DynamicImageRenderer;var o=t(198);n.ImageSource=o.ImageSource;var s=t(200);n.MercatorTileSource=s.MercatorTileSource;var a=t(201);n.QUADKEYTileSource=a.QUADKEYTileSource;var l=t(202);n.TileRenderer=l.TileRenderer;var u=t(203);n.TileSource=u.TileSource;var h=t(205);n.TMSTileSource=h.TMSTileSource;var c=t(206);n.WMTSTileSource=c.WMTSTileSource},function(t,e,n){var i=t(364),r=[].indexOf,o=t(203),s=t(15),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e){var n;return t.prototype.initialize.call(this,e),this._resolutions=function(){var t,e,i,r;for(r=[],n=t=e=this.min_zoom,i=this.max_zoom;e<=i?t<=i:t>=i;n=e<=i?++t:--t)r.push(this.get_resolution(n));return r}.call(this)},e.prototype._computed_initial_resolution=function(){return null!=this.initial_resolution?this.initial_resolution:2*Math.PI*6378137/this.tile_size},e.prototype.is_valid_tile=function(t,e,n){return!(!this.wrap_around&&(t<0||t>=Math.pow(2,n)))&&!(e<0||e>=Math.pow(2,n))},e.prototype.retain_children=function(t){var e,n,i,r,o,s,a;r=t.quadkey,i=r.length,n=i+3,o=this.tiles,s=[];for(e in o)0===(a=o[e]).quadkey.indexOf(r)&&a.quadkey.length>i&&a.quadkey.length<=n?s.push(a.retain=!0):s.push(void 0);return s},e.prototype.retain_neighbors=function(t){var e,n,i,o,s,a,l,u,h,c,_,p,d;f=t.tile_coords,h=f[0],c=f[1],_=f[2],n=function(){var t,e,n,i;for(i=[],p=t=e=h-4,n=h+4;e<=n?t<=n:t>=n;p=e<=n?++t:--t)i.push(p);return i}(),i=function(){var t,e,n,i;for(i=[],d=t=e=c-4,n=c+4;e<=n?t<=n:t>=n;d=e<=n?++t:--t)i.push(d);return i}(),o=this.tiles,l=[];for(e in o)(u=o[e]).tile_coords[2]===_&&(s=u.tile_coords[0],r.call(n,s)>=0)&&(a=u.tile_coords[1],r.call(i,a)>=0)?l.push(u.retain=!0):l.push(void 0);return l;var f},e.prototype.retain_parents=function(t){var e,n,i,r,o;n=t.quadkey,i=this.tiles,r=[];for(e in i)o=i[e],r.push(o.retain=0===n.indexOf(o.quadkey));return r},e.prototype.children_by_tile_xyz=function(t,e,n){var i,r,o,s,a,l;for(0!==(l=this.calculate_world_x_by_tile_xyz(t,e,n))&&(u=this.normalize_xyz(t,e,n),t=u[0],e=u[1],n=u[2]),a=this.tile_xyz_to_quadkey(t,e,n),r=[],o=s=0;s<=3;o=s+=1)h=this.quadkey_to_tile_xyz(a+o.toString()),t=h[0],e=h[1],n=h[2],0!==l&&(c=this.denormalize_xyz(t,e,n,l),t=c[0],e=c[1],n=c[2]),null!=(i=this.get_tile_meter_bounds(t,e,n))&&r.push([t,e,n,i]);return r;var u,h,c},e.prototype.parent_by_tile_xyz=function(t,e,n){var i,r;return r=this.tile_xyz_to_quadkey(t,e,n),i=r.substring(0,r.length-1),this.quadkey_to_tile_xyz(i)},e.prototype.get_resolution=function(t){return this._computed_initial_resolution()/Math.pow(2,t)},e.prototype.get_resolution_by_extent=function(t,e,n){var i,r;return i=(t[2]-t[0])/n,r=(t[3]-t[1])/e,[i,r]},e.prototype.get_level_by_extent=function(t,e,n){var i,r,o,s,a,l,u,h;for(u=(t[2]-t[0])/n,h=(t[3]-t[1])/e,l=Math.max(u,h),i=0,a=this._resolutions,r=0,o=a.length;rs){if(0===i)return 0;if(i>0)return i-1}i+=1}},e.prototype.get_closest_level_by_extent=function(t,e,n){var i,r,o,s;return o=(t[2]-t[0])/n,s=(t[3]-t[1])/e,r=Math.max(o,s),this._resolutions,i=this._resolutions.reduce(function(t,e){return Math.abs(e-r)=o;c=i+=-1)for(l=r=h,s=u;r<=s;l=r+=1)this.is_valid_tile(l,c,e)&&a.push([l,c,e,this.get_tile_meter_bounds(l,c,e)]);return a=this.sort_tiles_from_center(a,[h,p,u,_]);var g,y},e.prototype.quadkey_to_tile_xyz=function(t){\"Computes tile x, y and z values based on quadKey.\";var e,n,i,r,o,s,a;for(r=0,o=0,s=t.length,e=n=s;n>0;e=n+=-1)switch(a=t.charAt(s-e),i=1<0;r=o+=-1)i=0,0!=(t&(s=1<0;)if(i=i.substring(0,i.length-1),s=this.quadkey_to_tile_xyz(i),t=s[0],e=s[1],n=s[2],a=this.denormalize_xyz(t,e,n,r),t=a[0],e=a[1],n=a[2],this.tile_xyz_to_key(t,e,n)in this.tiles)return[t,e,n];return[0,0,0];var o,s,a},e.prototype.normalize_xyz=function(t,e,n){var i;return this.wrap_around?(i=Math.pow(2,n),[(t%i+i)%i,e,n]):[t,e,n]},e.prototype.denormalize_xyz=function(t,e,n,i){return[t+i*Math.pow(2,n),e,n]},e.prototype.denormalize_meters=function(t,e,n,i){return[t+2*i*Math.PI*6378137,e]},e.prototype.calculate_world_x_by_tile_xyz=function(t,e,n){return Math.floor(t/Math.pow(2,n))},e}(o.TileSource);n.MercatorTileSource=a,a.prototype.type=\"MercatorTileSource\",a.define({wrap_around:[s.Bool,!0]}),a.override({x_origin_offset:20037508.34,y_origin_offset:20037508.34,initial_resolution:156543.03392804097})},function(t,e,n){var i=t(364),r=t(200),o=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.get_image_url=function(t,e,n){var i,r;return i=this.string_lookup_replace(this.url,this.extra_url_vars),o=this.tms_to_wmts(t,e,n),t=o[0],e=o[1],n=o[2],r=this.tile_xyz_to_quadkey(t,e,n),i.replace(\"{Q}\",r);var o},e}(r.MercatorTileSource);n.QUADKEYTileSource=o,o.prototype.type=\"QUADKEYTileSource\"},function(t,e,n){var i=t(364),r=function(t,e){if(!(t instanceof e))throw new Error(\"Bound instance method accessed before binding\")},o=[].indexOf,s=t(197),a=t(206),l=t(165),u=t(5),h=t(15),c=t(42);n.TileRendererView=function(t){function e(){var e=t.apply(this,arguments)||this;return e._add_attribution=e._add_attribution.bind(e),e._on_tile_load=e._on_tile_load.bind(e),e._on_tile_cache_load=e._on_tile_cache_load.bind(e),e._on_tile_error=e._on_tile_error.bind(e),e._prefetch_tiles=e._prefetch_tiles.bind(e),e._update=e._update.bind(e),e}return i.__extends(e,t),e.prototype.initialize=function(e){return this.attributionEl=null,this._tiles=[],t.prototype.initialize.call(this,e)},e.prototype.connect_signals=function(){return t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return this.request_render()})},e.prototype.get_extent=function(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]},e.prototype._set_data=function(){return this.pool=new s.ImagePool,this.map_plot=this.plot_model.plot,this.map_canvas=this.plot_view.canvas_view.ctx,this.map_frame=this.plot_model.frame,this.x_range=this.map_plot.x_range,this.y_range=this.map_plot.y_range,this.extent=this.get_extent(),this._last_height=void 0,this._last_width=void 0},e.prototype._add_attribution=function(){var t,n,i,o;if(r(this,e),t=this.model.tile_source.attribution,c.isString(t)&&t.length>0)return null==this.attributionEl&&(o=this.plot_model.canvas._right.value-this.plot_model.frame._right.value,n=this.plot_model.canvas._bottom.value-this.plot_model.frame._bottom.value,i=this.map_frame._width.value,this.attributionEl=u.div({class:\"bk-tile-attribution\",style:{position:\"absolute\",bottom:n+\"px\",right:o+\"px\",\"max-width\":i+\"px\",padding:\"2px\",\"background-color\":\"rgba(255,255,255,0.8)\",\"font-size\":\"9pt\",\"font-family\":\"sans-serif\"}}),this.plot_view.canvas_view.events_el.appendChild(this.attributionEl)),this.attributionEl.innerHTML=t},e.prototype._map_data=function(){var t,e;return this.initial_extent=this.get_extent(),e=this.model.tile_source.get_level_by_extent(this.initial_extent,this.map_frame._height.value,this.map_frame._width.value),t=this.model.tile_source.snap_to_zoom(this.initial_extent,this.map_frame._height.value,this.map_frame._width.value,e),this.x_range.start=t[0],this.y_range.start=t[1],this.x_range.end=t[2],this.y_range.end=t[3],this._add_attribution()},e.prototype._on_tile_load=function(t){var n;return r(this,e),n=t.target.tile_data,n.img=t.target,n.current=!0,n.loaded=!0,this.request_render()},e.prototype._on_tile_cache_load=function(t){var n;return r(this,e),n=t.target.tile_data,n.img=t.target,n.loaded=!0,n.finished=!0,this.notify_finished()},e.prototype._on_tile_error=function(t){var n;return r(this,e),n=t.target.tile_data,n.finished=!0},e.prototype._create_tile=function(t,e,n,i,r){void 0===r&&(r=!1);var o,s;return o=this.model.tile_source.normalize_xyz(t,e,n),s=this.pool.pop(),s.onload=r?this._on_tile_cache_load:this._on_tile_load,s.onerror=this._on_tile_error,s.alt=\"\",s.tile_data={tile_coords:[t,e,n],normalized_coords:o,quadkey:this.model.tile_source.tile_xyz_to_quadkey(t,e,n),cache_key:this.model.tile_source.tile_xyz_to_key(t,e,n),bounds:i,loaded:!1,finished:!1,x_coord:i[0],y_coord:i[3]},this.model.tile_source.tiles[s.tile_data.cache_key]=s.tile_data,s.src=(a=this.model.tile_source).get_image_url.apply(a,o),this._tiles.push(s),s;var a},e.prototype._enforce_aspect_ratio=function(){var t,e,n;return(this._last_height!==this.map_frame._height.value||this._last_width!==this.map_frame._width.value)&&(t=this.get_extent(),n=this.model.tile_source.get_level_by_extent(t,this.map_frame._height.value,this.map_frame._width.value),e=this.model.tile_source.snap_to_zoom(t,this.map_frame._height.value,this.map_frame._width.value,n),this.x_range.setv({start:e[0],end:e[2]}),this.y_range.setv({start:e[1],end:e[3]}),this.extent=e,this._last_height=this.map_frame._height.value,this._last_width=this.map_frame._width.value,!0)},e.prototype.has_finished=function(){var e,n,i;if(!t.prototype.has_finished.call(this))return!1;if(0===this._tiles.length)return!1;for(i=this._tiles,e=0,n=i.length;ey&&(h=this.extent,I=y,E=!0),E&&(this.x_range.setv({x_range:{start:h[0],end:h[2]}}),this.y_range.setv({start:h[1],end:h[3]}),this.extent=h),this.extent=h,N=O.get_tiles_by_extent(h,I),S=[],x=[],n=[],s=[],_=0,m=N.length;_=i?(c=(_=[1,l/i])[0],_[1]):(c=(p=[i/l,1])[0],p[1]),t[0]<=e[0]?(o=t[0],(s=t[0]+h*c)>hend&&(s=hend)):(s=t[0],(o=t[0]-h*c)vend&&(a=vend)):(a=t[1],(r=t[1]-h/i)n.end)&&(this.v_axis_only=!0),(os.end)&&(this.h_axis_only=!0)),null!=(i=this.model.document)?i.interactive_start(this.plot_model.plot):void 0;var a},e.prototype._pan=function(t){var e;return this._update(t.deltaX,t.deltaY),null!=(e=this.model.document)?e.interactive_start(this.plot_model.plot):void 0},e.prototype._pan_end=function(t){if(this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info)return this.plot_view.push_state(\"pan\",{range:this.pan_info})},e.prototype._update=function(t,e){var n,i,r,o,s,a,l,u,h,c,_,p,d,f,m,v,g,y,b,x,w,k,S,T;r=this.plot_view.frame,a=t-this.last_dx,l=e-this.last_dy,o=r.bbox.h_range,g=o.start-a,v=o.end-a,k=r.bbox.v_range,w=k.start-l,x=k.end-l,\"width\"!==(n=this.model.dimensions)&&\"both\"!==n||this.v_axis_only?(f=o.start,m=o.end,_=0):(f=g,m=v,_=-a),\"height\"!==n&&\"both\"!==n||this.h_axis_only?(y=k.start,b=k.end,p=0):(y=w,b=x,p=-l),this.last_dx=t,this.last_dy=e,S={},u=r.xscales;for(s in u)c=u[s],M=c.r_invert(f,m),d=M[0],i=M[1],S[s]={start:d,end:i};T={},h=r.yscales;for(s in h)c=h[s],A=c.r_invert(y,b),d=A[0],i=A[1],T[s]={start:d,end:i};return this.pan_info={xrs:S,yrs:T,sdx:_,sdy:p},this.plot_view.update_range(this.pan_info,!0),null;var M,A},e}(r.GestureToolView);var s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.GestureTool);n.PanTool=s,s.prototype.default_view=n.PanToolView,s.prototype.type=\"PanTool\",s.prototype.tool_name=\"Pan\",s.prototype.event_type=\"pan\",s.prototype.default_order=10,s.define({dimensions:[o.Dimensions,\"both\"]}),s.getters({tooltip:function(){return this._get_dim_tooltip(\"Pan\",this.dimensions)},icon:function(){return\"bk-tool-icon-\"+function(){switch(this.dimensions){case\"both\":return\"pan\";case\"width\":return\"xpan\";case\"height\":return\"ypan\"}}.call(this)}})},function(t,e,n){var i,r=t(364),o=t(222),s=t(62),a=t(15),l=t(22);n.PolySelectToolView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e.prototype.initialize=function(e){return t.prototype.initialize.call(this,e),this.connect(this.model.properties.active.change,function(){return this._active_change()}),this.data={sx:[],sy:[]}},e.prototype._active_change=function(){if(!this.model.active)return this._clear_data()},e.prototype._keyup=function(t){if(13===t.keyCode)return this._clear_data()},e.prototype._doubletap=function(t){var e,n;return e=null!=(n=t.srcEvent.shiftKey)&&n,this._do_select(this.data.sx,this.data.sy,!0,e),this.plot_view.push_state(\"poly_select\",{selection:this.plot_view.get_selection()}),this._clear_data()},e.prototype._clear_data=function(){return this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})},e.prototype._tap=function(t){var e,n;if(i=t.bokeh,e=i.sx,n=i.sy,this.plot_model.frame.bbox.contains(e,n)){return this.data.sx.push(e),this.data.sy.push(n),this.model.overlay.update({xs:l.copy(this.data.sx),ys:l.copy(this.data.sy)});var i}},e.prototype._do_select=function(t,e,n,i){var r;return r={type:\"poly\",sx:t,sy:e},this._select(r,n,i)},e.prototype._emit_callback=function(t){var e,n,i;n=this.computed_renderers[0],e=this.plot_model.frame,i=e.xscales[n.x_range_name],e.yscales[n.y_range_name],t.x=i.v_invert(t.sx),t.y=i.v_invert(t.sy),this.model.callback.execute(this.model,{geometry:t})},e}(o.SelectToolView),i=function(){return new s.PolyAnnotation({level:\"overlay\",xs_units:\"screen\",ys_units:\"screen\",fill_color:{value:\"lightgrey\"},fill_alpha:{value:.5},line_color:{value:\"black\"},line_alpha:{value:1},line_width:{value:2},line_dash:{value:[4,4]}})};var u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e}(o.SelectTool);n.PolySelectTool=u,u.prototype.default_view=n.PolySelectToolView,u.prototype.type=\"PolySelectTool\",u.prototype.tool_name=\"Poly Select\",u.prototype.icon=\"bk-tool-icon-polygon-select\",u.prototype.event_type=\"tap\",u.prototype.default_order=11,u.define({callback:[a.Instance],overlay:[a.Instance,i]})},function(t,e,n){var i=t(364),r=t(218),o=t(161),s=t(162),a=t(14),l=t(15),u=t(30),h=t(3),c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._computed_renderers_by_data_source=function(){var t,e,n,i,r,a;for(r={},i=this.computed_renderers,t=0,e=i.length;to;i=0<=o?++r:--r)n.x[i]=s.invert(n.sx[i]),n.y[i]=l.invert(n.sy[i]);break;default:a.logger.debug(\"Unrecognized selection geometry type: '\"+n.type+\"'\")}return this.plot_model.plot.trigger_event(new h.SelectionGeometry({geometry:n,final:e}));var c,_},e}(r.GestureToolView);n.SelectToolView=c,c.getters({computed_renderers:function(){var t,e,n,i;return i=this.model.renderers,e=this.model.names,0===i.length&&(t=this.plot_model.plot.renderers,i=function(){var e,i,r;for(r=[],e=0,i=t.length;e0&&(i=function(){var t,r,o;for(o=[],t=0,r=i.length;t=0&&o.push(n);return o}()),i}});var _=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.GestureTool);n.SelectTool=_,_.define({renderers:[l.Array,[]],names:[l.Array,[]]}),_.internal({multi_select_modifier:[l.String,\"shift\"]})},function(t,e,n){var i=t(364),r=t(222),o=t(15),s=t(42);n.TapToolView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._tap=function(t){var e,n,i,r;return o=t.bokeh,i=o.sx,r=o.sy,e=null!=(n=t.srcEvent.shiftKey)&&n,this._select(i,r,!0,e);var o},e.prototype._select=function(t,e,n,i){var r,o,a,l,u,h,c,_,p,d,f,m;if(l={type:\"point\",sx:t,sy:e},o=this.model.callback,a={geometries:l},\"select\"===this.model.behavior){f=this._computed_renderers_by_data_source();for(r in f)d=f[r],m=d[0].get_selection_manager(),_=function(){var t,e,n;for(n=[],t=0,e=d.length;t.9?e=.9:e<-.9&&(e=-.9),this._update_ranges(e)},e.prototype._update_ranges=function(t){var e,n,i,r,o,s,a,l,u,h,c,_,p,d,f,m,v,g,y,b,x,w,k;switch(n=this.plot_model.frame,i=n.bbox.h_range,x=n.bbox.v_range,S=[i.start,i.end],d=S[0],p=S[1],T=[x.start,x.end],y=T[0],g=T[1],this.model.dimension){case\"height\":b=Math.abs(g-y),c=d,_=p,m=y-b*t,v=g-b*t;break;case\"width\":f=Math.abs(p-d),c=d-f*t,_=p-f*t,m=y,v=g}w={},s=n.xscales;for(r in s)u=s[r],M=u.r_invert(c,_),h=M[0],e=M[1],w[r]={start:h,end:e};k={},a=n.yscales;for(r in a)u=a[r],A=u.r_invert(m,v),h=A[0],e=A[1],k[r]={start:h,end:e};return o={xrs:w,yrs:k,factor:t},this.plot_view.push_state(\"wheel_pan\",{range:o}),this.plot_view.update_range(o,!1,!0),null!=(l=this.model.document)&&l.interactive_start(this.plot_model.plot),null;var S,T,M,A},e}(r.GestureToolView);var s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(r.GestureTool);n.WheelPanTool=s,s.prototype.type=\"WheelPanTool\",s.prototype.default_view=n.WheelPanToolView,s.prototype.tool_name=\"Wheel Pan\",s.prototype.icon=\"bk-tool-icon-wheel-pan\",s.prototype.event_type=\"scroll\",s.prototype.default_order=12,s.getters({tooltip:function(){return this._get_dim_tooltip(this.tool_name,this.dimension)}}),s.define({dimension:[o.Dimension,\"width\"]}),s.internal({speed:[o.Number,.001]})},function(t,e,n){var i=t(364),r=t(218),o=t(44),s=t(15);n.WheelZoomToolView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._pinch=function(t){var e;return e=t.scale>=1?20*(t.scale-1):-20/t.scale,t.bokeh.delta=e,this._scroll(t)},e.prototype._scroll=function(t){var e,n,i,r,s,a,l,u,h,c,_;return i=this.plot_model.frame,s=i.bbox.h_range,c=i.bbox.v_range,p=t.bokeh,l=p.sx,u=p.sy,e=this.model.dimensions,r=(\"width\"===e||\"both\"===e)&&s.start0?\"pinch\":\"scroll\",a.prototype.default_order=10,a.getters({tooltip:function(){return this._get_dim_tooltip(this.tool_name,this.dimensions)}}),a.define({dimensions:[s.Dimensions,\"both\"]}),a.internal({speed:[s.Number,1/600]})},function(t,e,n){var i=t(207);n.ActionTool=i.ActionTool;var r=t(208);n.HelpTool=r.HelpTool;var o=t(209);n.RedoTool=o.RedoTool;var s=t(210);n.ResetTool=s.ResetTool;var a=t(211);n.SaveTool=a.SaveTool;var l=t(212);n.UndoTool=l.UndoTool;var u=t(213);n.ZoomInTool=u.ZoomInTool;var h=t(214);n.ZoomOutTool=h.ZoomOutTool;var c=t(215);n.ButtonTool=c.ButtonTool;var _=t(216);n.BoxSelectTool=_.BoxSelectTool;var p=t(217);n.BoxZoomTool=p.BoxZoomTool;var d=t(218);n.GestureTool=d.GestureTool;var f=t(219);n.LassoSelectTool=f.LassoSelectTool;var m=t(220);n.PanTool=m.PanTool;var v=t(221);n.PolySelectTool=v.PolySelectTool;var g=t(222);n.SelectTool=g.SelectTool;var y=t(223);n.TapTool=y.TapTool;var b=t(224);n.WheelPanTool=b.WheelPanTool;var x=t(225);n.WheelZoomTool=x.WheelZoomTool;var w=t(227);n.CrosshairTool=w.CrosshairTool;var k=t(228);n.HoverTool=k.HoverTool;var S=t(229);n.InspectTool=S.InspectTool;var T=t(231);n.Tool=T.Tool;var M=t(232);n.ToolProxy=M.ToolProxy;var A=t(233);n.Toolbar=A.Toolbar;var E=t(234);n.ToolbarBase=E.ToolbarBase;var z=t(235);n.ProxyToolbar=z.ProxyToolbar;var C=t(235);n.ToolbarBox=C.ToolbarBox},function(t,e,n){var i=t(364),r=t(229),o=t(63),s=t(15),a=t(30);n.CrosshairToolView=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._move=function(t){var e,n;if(this.model.active){return i=t.bokeh,e=i.sx,n=i.sy,this.plot_model.frame.bbox.contains(e,n)||(e=n=null),this._update_spans(e,n);var i}},e.prototype._move_exit=function(t){return this._update_spans(null,null)},e.prototype._update_spans=function(t,e){var n;if(\"width\"!==(n=this.model.dimensions)&&\"both\"!==n||(this.model.spans.width.computed_location=e),\"height\"===n||\"both\"===n)return this.model.spans.height.computed_location=t},e}(r.InspectToolView);var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(e,n){return t.prototype.initialize.call(this,e,n),this.spans={width:new o.Span({for_hover:!0,dimension:\"width\",render_mode:this.render_mode,location_units:this.location_units,line_color:this.line_color,line_width:this.line_width,line_alpha:this.line_alpha}),height:new 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