From bd9874550d1d0052fe0482341457aa573d23c5a2 Mon Sep 17 00:00:00 2001 From: Documentation Bot Date: Wed, 17 Oct 2018 15:05:29 +0000 Subject: [PATCH] Generated gh-pages for commit 0a72b2a0 Merge: 7dd21704 8397d37b Author: Jens Hedegaard Nielsen Merge pull request #1307 from jenshnielsen/alazar_read_write_register --- ...plementing_doND_using_the_dataset_10_0.png | Bin 13153 -> 13186 bytes ...plementing_doND_using_the_dataset_13_0.png | Bin 18848 -> 18847 bytes _images/auto_color_scale_20_0.png | Bin 21120 -> 21066 bytes _images/auto_color_scale_22_0.png | Bin 22710 -> 22772 bytes _images/auto_color_scale_24_1.png | Bin 3861 -> 3871 bytes _images/auto_color_scale_26_0.png | Bin 23167 -> 23157 bytes .../instrument_drivers/AlazarTech/ATS.html | 47 +- .../AlazarTech/ATS9360.html | 72 +- _notebooks/DataSet/Benchmarking.html | 26 +- .../DataSet/Dataset Context Manager.html | 32 +- _notebooks/DataSet/Dataset Performance.html | 1089 +++++++++-------- _notebooks/DataSet/Load old data.html | 4 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zFYP$^c0{EStpCU&zB!Cvfq(hF29qgQi`k&rNAe|0{`KjV!+RP)h?~d!PkN2xV42h3 zVop^M%f-znl-zXr{WX1a@>SayOzc1erT7s3kI>5bl|b4j6c&M&>q)WoxL(KG#1|rc2|LB}H3Uf+%;R ztp8;5mIf^Zo#E?l9#B_$p&qO-)y|fs`?Ajg*f+mlYZJlwes23VYRCkn5zKeq+Kq3| zElbNGq;v>w0zhQ+c_tc+>BhpdahX#uN`2yX!*u{ErB1%NIRvTN3DbfIZck@$RtI@t zt7C+)XV_^IS>PAEd)lrDuhWX$oNdXx3lB9uO%iknfKK3Z`IGof(G$hBk}u0;YHm(h z(r`}C^5DFL0rVgphcSBuQ_JYSKW{-kVy5}|d{>ms@PN;pn|>=iTM&xZ4pG)<0KjGj zw!F^6q&Qgzn=EP z5m8iHKju|~jgA@`S`g$4=QQ38V*Ab-+|d}SR*7jb9cJC4m1yY@d7<9S31x-Wsyi$_ znR!?29FmZ{D0Eijh#t04QHW2%epCr(5mFDfy>b?6q_dZV4>3jFo)wxfc^xkrAIs( zYK-p^&6P7K*UlPoo4&zoGPFEJ4AfzlDO_5Source code for qcodes.instrument_drivers.AlazarTech.ATS

self._ATS_dll.AlazarWaitAsyncBufferComplete.argtypes = [ ctypes.c_uint32, ctypes.c_void_p, ctypes.c_uint32] + self._ATS_dll.AlazarReadRegister.argtypes = [ + ctypes.c_uint32, + ctypes.c_uint32, + ctypes.POINTER(ctypes.c_uint32), + ctypes.c_uint32] + self._ATS_dll.AlazarWriteRegister.argtypes = [ + ctypes.c_uint32, + ctypes.c_uint32, + ctypes.c_uint32, + ctypes.c_uint32] self._ATS_dll.AlazarBeforeAsyncRead.argtypes = [ctypes.c_uint32, ctypes.c_uint32, ctypes.c_long, @@ -1154,7 +1164,42 @@

Source code for qcodes.instrument_drivers.AlazarTech.ATS

elif byte_rep in sixteen_channels: return 16 else: - raise RuntimeError('Invalid channel configuration supplied')
+ raise RuntimeError('Invalid channel configuration supplied') + + + def _read_register(self, offset: int) -> int: + """ + Read a value from a given register in the Alazars memory + + Args: + offset: Offset into he memmory to read from + + Returns: + The value read as en integer + """ + output = ctypes.c_uint32(0) + pwd = ctypes.c_uint32(0x32145876) + self._call_dll('AlazarReadRegister', + self._handle, + offset, + ctypes.byref(output), + pwd) + return output.value + + def _write_register(self, offset: int, value: int) -> None: + """ + Write a value to a given offset in the Alazars memory + + Args: + offset: The offset to write to + value: The value to write + """ + pwd = ctypes.c_uint32(0x32145876) + self._call_dll('AlazarWriteRegister', + self._handle, + offset, + value, + pwd)
[docs]class Buffer: diff --git a/_modules/qcodes/instrument_drivers/AlazarTech/ATS9360.html b/_modules/qcodes/instrument_drivers/AlazarTech/ATS9360.html index 819fdbe3f9d..002f2f9ce23 100644 --- a/_modules/qcodes/instrument_drivers/AlazarTech/ATS9360.html +++ b/_modules/qcodes/instrument_drivers/AlazarTech/ATS9360.html @@ -154,7 +154,11 @@

Source code for qcodes.instrument_drivers.AlazarTech.ATS9360

-from .ATS import AlazarTech_ATS
+import numpy as np
+from distutils.version import LooseVersion
+import warnings
+
+from .ATS import AlazarTech_ATS
 from .utils import TraceParameter
 
 from qcodes.utils import validators
@@ -171,6 +175,7 @@ 
Source code for qcodes.instrument_drivers.AlazarTech.ATS9360
    """
     samples_divisor = 128
+    _trigger_holdoff_min_fw_version = '21.07'
 
     def __init__(self, name, **kwargs):
         dll_path = 'C:\\WINDOWS\\System32\\ATSApi.dll'
@@ -490,10 +495,73 @@ 
Source code for qcodes.instrument_drivers.AlazarTech.ATS9360
initial_value=1000,
                            vals=validators.Ints(min_value=0))
 
+
+        self.add_parameter(name='trigger_holdoff',
+                           label='Trigger Holdoff',
+                           docstring=f'If enabled Alazar will '
+                                     f'ignore any additional triggers '
+                                     f'while capturing a record. If disabled '
+                                     f'this will result in corrupt data. '
+                                     f'Support for this requires at least '
+                                     f'firmware version '
+                                     f'{self._trigger_holdoff_min_fw_version}',
+                           vals=validators.Bool(),
+                           get_cmd=self._get_trigger_holdoff,
+                           set_cmd=self._set_trigger_holdoff)
+
+
+
         model = self.get_idn()['model']
         if model != 'ATS9360':
             raise Exception("The Alazar board kind is not 'ATS9360',"
-                            " found '" + str(model) + "' instead.")

+                            " found '" + str(model) + "' instead.")
+
+    def _get_trigger_holdoff(self) -> bool:
+        fwversion = self.get_idn()['firmware']
+
+        if LooseVersion(fwversion) < \
+                LooseVersion(self._trigger_holdoff_min_fw_version):
+            return False
+
+        # we want to check if the 26h bit (zero indexed) is high or not
+        output = np.uint32(self._read_register(58))
+        # the two first two chars in the bit string is the sign and a 'b'
+        # remove those to only get the bit pattern
+        bitmask = bin(output)[2:]
+        # all prefixed zeros are ignored in the bit conversion so the
+        # bit mask may be shorter than what we expect. in that case
+        # the bit we care about is zero so we return False
+        if len(bitmask) < 27:
+            return False
+
+        return bool(bin(output)[-27])
+
+    def _set_trigger_holdoff(self, value: bool) -> None:
+        fwversion = self.get_idn()['firmware']
+        if LooseVersion(fwversion) < \
+                LooseVersion(self._trigger_holdoff_min_fw_version):
+            raise RuntimeError(f"Alazar 9360 requires at least firmware "
+                               f"version {self._trigger_holdoff_min_fw_version}"
+                               f" for trigger holdoff support. "
+                               f"You have version {fwversion}")
+        current_value = self._read_register(58)
+
+        if value is True:
+            # to enable trigger hold off we want to flip the
+            # 26th bit to 1. We do that by making a bitwise or
+            # with a number that has a 1 on the 26th place and zero
+            # otherwise. We use numpy.unit32 instead of python numbers
+            # to have unsigned ints of the right size
+            enable_mask = np.uint32(1 << 26)
+            new_value = current_value | enable_mask
+        else:
+            # to disable trigger hold off we want to flip the
+            # 26th bit to 0. We do that by making a bitwise and
+            # with a number that has a 0 on the 26th place and 1
+            # otherwise
+            disable_mask = ~np.uint32(1 << 26)
+            new_value = current_value & disable_mask
+        self._write_register(58, new_value)
diff --git a/_notebooks/DataSet/Benchmarking.html b/_notebooks/DataSet/Benchmarking.html index a51d70fe03d..e6430b2fabb 100644 --- a/_notebooks/DataSet/Benchmarking.html +++ b/_notebooks/DataSet/Benchmarking.html @@ -250,8 +250,8 @@

Baseline: Generate dataz = np.random.random_sample(1)

-
CPU times: user 22.1 ms, sys: 4.35 ms, total: 26.4 ms
-Wall time: 22.8 ms
+
CPU times: user 27.1 ms, sys: 12.6 ms, total: 39.7 ms
+Wall time: 29.1 ms
 

 

 
and store in memory

@@ -268,8 +268,8 @@ 
Baseline: Generate dataz_data[x,y] = np.random.random_sample()
-
CPU times: user 18 ms, sys: 4.35 ms, total: 22.4 ms
-Wall time: 17.5 ms
+
CPU times: user 14 ms, sys: 368 µs, total: 14.4 ms
+Wall time: 13.3 ms
@@ -288,8 +288,8 @@

Add to dataset inside double loopdouble_dataset.add_result({"x": x, 'y': y, 'z': np.random.random_sample()})

-
CPU times: user 1.92 s, sys: 780 ms, total: 2.7 s
-Wall time: 5.74 s
+
CPU times: user 1.62 s, sys: 659 ms, total: 2.28 s
+Wall time: 5.41 s
@@ -312,8 +312,8 @@

Add the data in outer loop and store as np arraysingle_dataset.add_result({"x": x_data, 'y': y_data, 'z': z_data})

-
CPU times: user 283 ms, sys: 113 ms, total: 396 ms
-Wall time: 808 ms
+
CPU times: user 282 ms, sys: 61.7 ms, total: 343 ms
+Wall time: 820 ms
@@ -336,8 +336,8 @@

Save once after loopzero_dataset.add_result({'x':x_data, 'y':y_data, 'z':z_data})

-
CPU times: user 36.1 ms, sys: 14.9 ms, total: 51 ms
-Wall time: 48.3 ms
+
CPU times: user 38 ms, sys: 3.15 ms, total: 41.1 ms
+Wall time: 42.1 ms
@@ -355,7 +355,7 @@

Array parameterarray1D_dataset.add_result({'x':x_data[x,:], 'y':y_setpoints, 'z':np.random.random_sample(y_shape)})

-
824 ms ± 22.9 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)
+
821 ms ± 27.9 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)
 

 

 
x_data = np.zeros((x_shape, y_shape))
@@ -377,7 +377,7 @@ 
Array parameterarray0D_dataset.add_result({'x':x_data, 'y':y_data, 'z':z_data})
 

 

-
12.8 ms ± 175 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)
+
13 ms ± 154 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)
 

 

 

@@ -399,7 +399,7 @@ 
Insert manymany_Data.add_results(data)
-
43.9 ms ± 675 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)
+
43.6 ms ± 669 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)
diff --git a/_notebooks/DataSet/Dataset Context Manager.html b/_notebooks/DataSet/Dataset Context Manager.html index c67d8eeb40b..dbc27ebb7a1 100644 --- a/_notebooks/DataSet/Dataset Context Manager.html +++ b/_notebooks/DataSet/Dataset Context Manager.html @@ -319,7 +319,7 @@

NB: database and experiments may be missing
<IPython.core.display.Javascript object>

-
+

The power of the new construct¶

This new form is so free that we may easily do thing impossible with the old Loop construct

@@ -354,7 +354,7 @@

The power of the new construct
<IPython.core.display.Javascript object>

-
# Or we might want to simply get as many points as possible in 10 s
+
# Or we might want to simply get as many points as possible in 10 s
 # randomly sampling the region between 0 V and 10 V (for the setpoint axis)
 
 from time import monotonic, sleep
@@ -394,7 +394,7 @@ 
The power of the new construct
<IPython.core.display.Javascript object>
 

 

-

+

Some 2D examples¶

# For the 2D, we'll need a new batch of parameters, notably one with two
@@ -458,7 +458,7 @@ 
Some 2D examples
<IPython.core.display.Javascript object>
-
# Looking at the above picture, we may decide to sample more finely in the central
+
# Looking at the above picture, we may decide to sample more finely in the central
 # region
 
 with meas.run() as datasaver:
@@ -491,7 +491,7 @@ 
Some 2D examples
<IPython.core.display.Javascript object>
 

 

-
# or even perform an adaptive sweep... ooohh...
+
# or even perform an adaptive sweep... ooohh...
 #
 # This example is a not-very-clever toy model example,
 # but it nicely shows a semi-realistic measurement that the old qc.Loop
@@ -560,7 +560,7 @@ 
Some 2D examples
<IPython.core.display.Javascript object>
 

 

-

+

 

 
Random sampling¶

 
We may also chose to sample completly randomly across the phase space

@@ -600,7 +600,7 @@ 
Random sampling
<IPython.core.display.Javascript object>
 

 

-

+

 
-
+
-
<IPython.core.display.Javascript object>
+
<IPython.core.display.Javascript object>
 

 

-
([<matplotlib.axes._subplots.AxesSubplot at 0x7f90a9550978>,
-  <matplotlib.axes._subplots.AxesSubplot at 0x7f90a8b03908>],
- [<matplotlib.colorbar.Colorbar at 0x7f90a8b037b8>,
-  <matplotlib.colorbar.Colorbar at 0x7f90a8e3e208>])
+
([<matplotlib.axes._subplots.AxesSubplot at 0x7fb8e962a7b8>,
+  <matplotlib.axes._subplots.AxesSubplot at 0x7fb8e966e908>],
+ [<matplotlib.colorbar.Colorbar at 0x7fb8e9825320>,
+  <matplotlib.colorbar.Colorbar at 0x7fb8e88e1358>])
 

 

 

diff --git a/_notebooks/DataSet/Dataset Performance.html b/_notebooks/DataSet/Dataset Performance.html
index 6dfb87dace5..f54e2e545ae 100644
--- a/_notebooks/DataSet/Dataset Performance.html	
+++ b/_notebooks/DataSet/Dataset Performance.html	
@@ -309,7 +309,7 @@ 
DataSet Performance
<IPython.core.display.Javascript object>
 

 

-
As we can see there the time to setup and and close the experiment is
+
As we can see there the time to setup and and close the experiment is
 approximately 0.4 sec. At small array sizes the difference between
 inserting as arrays and inserting row by row is therefore relatively
 unimportant. At larger array sizes above 10000 points or so the cost of
@@ -362,7 +362,7 @@ 
DataSet Performance
<IPython.core.display.Javascript object>
-

However, as we increase the length of the experimenter as seen here by +

However, as we increase the length of the experimenter as seen here by repeating the insertion 100 times we see a big difference between inserting row by row and inserting as a binary blob

from qcodes.dataset.data_set import load_by_id
@@ -380,106 +380,106 @@ 
DataSet Performanceds.get_data('x1')
-
[[0.598421137804905],
- [0.352752990778589],
- [0.285281667433228],
- [0.691709995519495],
- [0.540070250981559],
- [0.425363409934252],
- [0.192114743959501],
- [0.185835454109899],
- [0.484231712938268],
- [0.427385746676716],
- [0.174726999235402],
- [0.471815289777713],
- [0.0418847630567155],
- [0.318865276223327],
- [0.151914865595442],
- [0.869452757097494],
- [0.198975554793421],
- [0.716208376603999],
- [0.746286329921937],
- [0.882249021871914],
- [0.777211645999107],
- [0.779389920849683],
- [0.673009735894557],
- [0.604085308910536],
- [0.0142829030457222],
- [0.61221974106364],
- [0.0408199719601293],
- [0.378967877432224],
- [0.998521032150882],
- [0.314165794178742],
- [0.919504889445759],
- [0.50753246321602],
- [0.241847013787232],
- [0.509285055607285],
- [0.419181928551259],
- [0.507525771709075],
- [0.386957151248933],
- [0.395017681756654],
- [0.247656889070136],
- [0.510490477034792],
- [0.520666385073668],
- [0.386265001043405],
- [0.0591055244656353],
- [0.738509470059107],
- [0.411066318954663],
- [0.451408722928587],
- [0.86515726722415],
- [0.877942557707633],
- [0.789258870707018],
- [0.888992396075209],
- [0.279207099413963],
- [0.986059726566717],
- [0.250047946432639],
- [0.494899874223759],
- [0.808203806566183],
- [0.22743419691817],
- [0.111350029757451],
- [0.670257515224379],
- [0.36911176869838],
- [0.258298525284575],
- [0.413870897583243],
- [0.559179081084419],
- [0.577189308654271],
- [0.271257271759347],
- [0.742384961876227],
- [0.991533198904808],
- [0.584036879310606],
- [0.468446765871336],
- [0.731728966079312],
- [0.958871129148178],
- [0.601488833879215],
- [0.54480712629109],
- [0.657678808830181],
- [0.940007711224228],
- [0.84042976160533],
- [0.829511947447401],
- [0.976331114892145],
- [0.958328342544155],
- [0.0160514023296722],
- [0.50198965384832],
- [0.989084445948731],
- [0.451271449360303],
- [0.786499008704471],
- [0.917210465568628],
- [0.676983298173887],
- [0.274639881971647],
- [0.0640271542973206],
- [0.0319164728284784],
- [0.654066094126021],
- [0.627052164991134],
- [0.816351453407816],
- [0.378233856369915],
- [0.039488375010609],
- [0.364226604596996],
- [0.892126374344547],
- [0.411818788786044],
- [0.311441165560943],
- [0.340287233718452],
- [0.431926478725511],
- [0.401176601164448]]
+
[[0.059366513753172],
+ [0.771908923715787],
+ [0.813080231073906],
+ [0.286489297240443],
+ [0.768548153180683],
+ [0.79147266429983],
+ [0.371710906411814],
+ [0.57623387065625],
+ [0.47910233812949],
+ [0.945997094345329],
+ [0.207028682732487],
+ [0.520604929692306],
+ [0.595892568957921],
+ [0.90024306807526],
+ [0.390094990075376],
+ [0.747085573927726],
+ [0.757599262491475],
+ [0.480460998027841],
+ [0.865521454680124],
+ [0.0183224761741381],
+ [0.179844713963976],
+ [0.648965470606869],
+ [0.854068696134393],
+ [0.0630745705153418],
+ [0.124928547795144],
+ [0.912895843832498],
+ [0.725097083333551],
+ [0.974273596105882],
+ [0.887940419414594],
+ [0.502041778261703],
+ [0.217048915330627],
+ [0.119161149869151],
+ [0.526203082071048],
+ [0.942674316221324],
+ [0.942240368022686],
+ [0.359195698622213],
+ [0.112801766342125],
+ [0.751002466284065],
+ [0.471226746900022],
+ [0.0516819947022756],
+ [0.702608526821862],
+ [0.919196867063682],
+ [0.630775232732826],
+ [0.595315892375236],
+ [0.0857051911043684],
+ [0.0115519903354419],
+ [0.0737712155873419],
+ [0.811108726883184],
+ [0.464672036593734],
+ [0.899930869645776],
+ [0.457437062548949],
+ [0.392799409428121],
+ [0.936725757550222],
+ [0.0649128293522454],
+ [0.0966137634159985],
+ [0.707413081624159],
+ [0.447087909110862],
+ [0.128453140217255],
+ [0.99528312253506],
+ [0.225027490427578],
+ [0.179105103961867],
+ [0.141711397621659],
+ [0.342493154630703],
+ [0.40699671117563],
+ [0.500805863036035],
+ [0.443099915015235],
+ [0.569839806383227],
+ [0.565668148765515],
+ [0.970265460460063],
+ [0.0101388962562908],
+ [0.995427286864745],
+ [0.867218783495981],
+ [0.928459079102467],
+ [0.90036646916094],
+ [0.079188188402382],
+ [0.553886094386487],
+ [0.487837393503797],
+ [0.373992395903818],
+ [0.397813236091998],
+ [0.706390394148318],
+ [0.509597867830425],
+ [0.720735934218249],
+ [0.786307688091551],
+ [0.87770892368819],
+ [0.297707301133913],
+ [0.479079802771963],
+ [0.0764498285193143],
+ [0.900465033783396],
+ [0.090549841773974],
+ [0.393797907347164],
+ [0.861261398565552],
+ [0.445842076300784],
+ [0.537491326521342],
+ [0.752055760872982],
+ [0.811010676109966],
+ [0.966897193797415],
+ [0.032268654556426],
+ [0.278607051533696],
+ [0.464161723838379],
+ [0.374641533719224]]
 

 

 
And a dataset stored as binary arrays

@@ -487,106 +487,106 @@ 
DataSet Performanceds.get_data('x1')
-
[[array([0.88776823])],
- [array([0.71274212])],
- [array([0.44621713])],
- [array([0.10993377])],
- [array([0.3158944])],
- [array([0.89557994])],
- [array([0.38914971])],
- [array([0.4806922])],
- [array([0.85118985])],
- [array([0.49472846])],
- [array([0.33055211])],
- [array([0.93758477])],
- [array([0.66993764])],
- [array([0.62029579])],
- [array([0.78064701])],
- [array([0.42500963])],
- [array([0.49258483])],
- [array([0.05271998])],
- [array([0.47509775])],
- [array([0.01953162])],
- [array([0.35963044])],
- [array([0.89004161])],
- [array([0.50757151])],
- [array([0.39314352])],
- [array([0.49668333])],
- [array([0.57033536])],
- [array([0.03725416])],
- [array([0.80045622])],
- [array([0.5384057])],
- [array([0.16409112])],
- [array([0.7897954])],
- [array([0.95621948])],
- [array([0.03779158])],
- [array([0.34034832])],
- [array([0.27163318])],
- [array([0.75118838])],
- [array([0.76945147])],
- [array([0.46316792])],
- [array([0.09059365])],
- [array([0.47235456])],
- [array([0.79145512])],
- [array([0.76175183])],
- [array([0.56517069])],
- [array([0.44829274])],
- [array([0.27262592])],
- [array([0.61386225])],
- [array([0.87773257])],
- [array([0.11040012])],
- [array([0.84518544])],
- [array([0.5141119])],
- [array([0.18938617])],
- [array([0.6253989])],
- [array([0.66570593])],
- [array([0.3074065])],
- [array([0.56172833])],
- [array([0.98574459])],
- [array([0.42187899])],
- [array([0.81927922])],
- [array([0.86023281])],
- [array([0.33333731])],
- [array([0.14282259])],
- [array([0.49712159])],
- [array([0.43843438])],
- [array([0.71707477])],
- [array([0.71556585])],
- [array([0.12423807])],
- [array([0.49777406])],
- [array([0.37874842])],
- [array([0.69341267])],
- [array([0.69572592])],
- [array([0.91905814])],
- [array([0.15873354])],
- [array([0.69280715])],
- [array([0.70553108])],
- [array([0.38453523])],
- [array([0.04286016])],
- [array([0.48634906])],
- [array([0.07882221])],
- [array([0.576129])],
- [array([0.98333374])],
- [array([0.88314202])],
- [array([0.42085154])],
- [array([0.32315664])],
- [array([0.17507568])],
- [array([0.68843204])],
- [array([0.99615101])],
- [array([0.33624075])],
- [array([0.0780857])],
- [array([0.72981983])],
- [array([0.03914425])],
- [array([0.40696825])],
- [array([0.81008673])],
- [array([0.11477361])],
- [array([0.57189544])],
- [array([0.31180174])],
- [array([0.75133983])],
- [array([0.37077356])],
- [array([0.54963767])],
- [array([0.80969829])],
- [array([0.24030331])]]
+
[[array([0.21952793])],
+ [array([0.06447074])],
+ [array([0.51627226])],
+ [array([0.65530473])],
+ [array([0.76858032])],
+ [array([0.02743943])],
+ [array([0.34118575])],
+ [array([0.00696007])],
+ [array([0.90538778])],
+ [array([0.87899062])],
+ [array([0.48644527])],
+ [array([0.8495552])],
+ [array([0.08499478])],
+ [array([0.37239306])],
+ [array([0.56874796])],
+ [array([0.01062958])],
+ [array([0.2893019])],
+ [array([0.84936252])],
+ [array([0.01601872])],
+ [array([0.12222626])],
+ [array([0.75828293])],
+ [array([0.62202031])],
+ [array([0.60661807])],
+ [array([0.39742598])],
+ [array([0.31381877])],
+ [array([0.7987416])],
+ [array([0.78747203])],
+ [array([0.11898719])],
+ [array([0.83929225])],
+ [array([0.41644666])],
+ [array([0.43569999])],
+ [array([0.20585972])],
+ [array([0.62932343])],
+ [array([0.06625317])],
+ [array([0.6819636])],
+ [array([0.93253809])],
+ [array([0.99757376])],
+ [array([0.27168157])],
+ [array([0.24496203])],
+ [array([0.35846192])],
+ [array([0.71069309])],
+ [array([0.53810534])],
+ [array([0.30894636])],
+ [array([0.30164082])],
+ [array([0.61647483])],
+ [array([0.4792469])],
+ [array([0.45360983])],
+ [array([0.49552967])],
+ [array([0.44575279])],
+ [array([0.82402518])],
+ [array([0.43111003])],
+ [array([0.02598695])],
+ [array([0.9258203])],
+ [array([0.95326654])],
+ [array([0.19414555])],
+ [array([0.52418544])],
+ [array([0.02477383])],
+ [array([0.97829922])],
+ [array([0.38005579])],
+ [array([0.56900013])],
+ [array([0.91597213])],
+ [array([0.77556532])],
+ [array([0.95063776])],
+ [array([0.54746762])],
+ [array([0.92172332])],
+ [array([0.5276871])],
+ [array([0.64516742])],
+ [array([0.388388])],
+ [array([0.13645556])],
+ [array([0.55007624])],
+ [array([0.6539527])],
+ [array([0.60566594])],
+ [array([0.49261144])],
+ [array([0.71642211])],
+ [array([0.65513562])],
+ [array([0.88449153])],
+ [array([0.67945345])],
+ [array([0.68278779])],
+ [array([0.36968158])],
+ [array([0.17441517])],
+ [array([0.1233086])],
+ [array([0.64503464])],
+ [array([0.92810549])],
+ [array([0.65833896])],
+ [array([0.37390315])],
+ [array([0.24347701])],
+ [array([0.22970734])],
+ [array([0.23438721])],
+ [array([0.9512085])],
+ [array([0.063415])],
+ [array([0.68462709])],
+ [array([0.54629641])],
+ [array([0.69739345])],
+ [array([0.63617434])],
+ [array([0.39616823])],
+ [array([0.53909353])],
+ [array([0.42961602])],
+ [array([0.66179827])],
+ [array([0.08342257])],
+ [array([0.80794566])]]
 

 

 
This is probably more useful as a numpy array. Here we use squeze to get
@@ -594,26 +594,26 @@ 
DataSet Performance
np.array(ds.get_data('x1')).squeeze()
-
array([0.88776823, 0.71274212, 0.44621713, 0.10993377, 0.3158944 ,
-       0.89557994, 0.38914971, 0.4806922 , 0.85118985, 0.49472846,
-       0.33055211, 0.93758477, 0.66993764, 0.62029579, 0.78064701,
-       0.42500963, 0.49258483, 0.05271998, 0.47509775, 0.01953162,
-       0.35963044, 0.89004161, 0.50757151, 0.39314352, 0.49668333,
-       0.57033536, 0.03725416, 0.80045622, 0.5384057 , 0.16409112,
-       0.7897954 , 0.95621948, 0.03779158, 0.34034832, 0.27163318,
-       0.75118838, 0.76945147, 0.46316792, 0.09059365, 0.47235456,
-       0.79145512, 0.76175183, 0.56517069, 0.44829274, 0.27262592,
-       0.61386225, 0.87773257, 0.11040012, 0.84518544, 0.5141119 ,
-       0.18938617, 0.6253989 , 0.66570593, 0.3074065 , 0.56172833,
-       0.98574459, 0.42187899, 0.81927922, 0.86023281, 0.33333731,
-       0.14282259, 0.49712159, 0.43843438, 0.71707477, 0.71556585,
-       0.12423807, 0.49777406, 0.37874842, 0.69341267, 0.69572592,
-       0.91905814, 0.15873354, 0.69280715, 0.70553108, 0.38453523,
-       0.04286016, 0.48634906, 0.07882221, 0.576129  , 0.98333374,
-       0.88314202, 0.42085154, 0.32315664, 0.17507568, 0.68843204,
-       0.99615101, 0.33624075, 0.0780857 , 0.72981983, 0.03914425,
-       0.40696825, 0.81008673, 0.11477361, 0.57189544, 0.31180174,
-       0.75133983, 0.37077356, 0.54963767, 0.80969829, 0.24030331])
+
array([0.21952793, 0.06447074, 0.51627226, 0.65530473, 0.76858032,
+       0.02743943, 0.34118575, 0.00696007, 0.90538778, 0.87899062,
+       0.48644527, 0.8495552 , 0.08499478, 0.37239306, 0.56874796,
+       0.01062958, 0.2893019 , 0.84936252, 0.01601872, 0.12222626,
+       0.75828293, 0.62202031, 0.60661807, 0.39742598, 0.31381877,
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+       0.91597213, 0.77556532, 0.95063776, 0.54746762, 0.92172332,
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+       0.6539527 , 0.60566594, 0.49261144, 0.71642211, 0.65513562,
+       0.88449153, 0.67945345, 0.68278779, 0.36968158, 0.17441517,
+       0.1233086 , 0.64503464, 0.92810549, 0.65833896, 0.37390315,
+       0.24347701, 0.22970734, 0.23438721, 0.9512085 , 0.063415  ,
+       0.68462709, 0.54629641, 0.69739345, 0.63617434, 0.39616823,
+       0.53909353, 0.42961602, 0.66179827, 0.08342257, 0.80794566])
 

 

 
A better solution may be to use get_data_by_id which will load the
@@ -624,187 +624,192 @@ 
DataSet Performance
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    'label': 'x1',
    'unit': '',
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    'label': 'x3',
    'unit': '',
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    'unit': '',
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+          0.45743706, 0.39279941, 0.93672576, 0.06491283, 0.09661376,
+          0.70741308, 0.44708791, 0.12845314, 0.99528312, 0.22502749,
+          0.1791051 , 0.1417114 , 0.34249315, 0.40699671, 0.50080586,
+          0.44309992, 0.56983981, 0.56566815, 0.97026546, 0.0101389 ,
+          0.99542729, 0.86721878, 0.92845908, 0.90036647, 0.07918819,
+          0.55388609, 0.48783739, 0.3739924 , 0.39781324, 0.70639039,
+          0.50959787, 0.72073593, 0.78630769, 0.87770892, 0.2977073 ,
+          0.4790798 , 0.07644983, 0.90046503, 0.09054984, 0.39379791,
+          0.8612614 , 0.44584208, 0.53749133, 0.75205576, 0.81101068,
+          0.96689719, 0.03226865, 0.27860705, 0.46416172, 0.37464153])},
   {'name': 'x2',
    'label': 'x2',
    'unit': '',
-   'data': array([0.3206063 , 0.75592138, 0.03730092, 0.3090044 , 0.98932527,
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-          0.6507517 , 0.71906986, 0.09805307, 0.58446515, 0.50166578,
-          0.50243399, 0.6369869 , 0.41188754, 0.33929011, 0.89466985,
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-          0.9735939 , 0.55688393, 0.30676603, 0.19066291, 0.81539829,
-          0.28432172, 0.29990955, 0.21167404, 0.24862953, 0.42984126,
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-          0.72330353, 0.29138469, 0.11663308, 0.78298454, 0.56940766,
-          0.90520864, 0.07308278, 0.11551704, 0.61446377, 0.38813389,
-          0.85892834, 0.46471024, 0.29631974, 0.83723535, 0.77854968,
-          0.97603076, 0.81468884, 0.17149469, 0.1897351 , 0.74929542,
-          0.77905654, 0.50989107, 0.15607463, 0.32188552, 0.05457149,
-          0.83603214, 0.64197995, 0.05845678, 0.86745266, 0.52309616,
-          0.23034058, 0.40545193, 0.19847706, 0.17465514, 0.22098131,
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-          0.99371659, 0.6394362 , 0.86334089, 0.05700658, 0.64300174,
-          0.59251058, 0.2700874 , 0.76656916, 0.91899792, 0.01805692,
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-          0.64299938, 0.59508986, 0.14377058, 0.65837798, 0.54018589])},
+   'data': array([0.49371869, 0.93729367, 0.99690518, 0.61468564, 0.07378665,
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+          0.29231989, 0.75758741, 0.45841431, 0.83482038, 0.76970564,
+          0.52241773, 0.73577259, 0.98359533, 0.97161743, 0.15702219,
+          0.46051722, 0.11491   , 0.37381586, 0.49255804, 0.9163992 ,
+          0.07685183, 0.93931651, 0.9730942 , 0.81826261, 0.84196798,
+          0.08845162, 0.89701778, 0.68062723, 0.72721812, 0.89545734,
+          0.97990743, 0.60393381, 0.51665817, 0.02063094, 0.73484778,
+          0.45816963, 0.6424888 , 0.27958002, 0.96556884, 0.28221047,
+          0.53285969, 0.16344644, 0.40876626, 0.41205184, 0.90444712,
+          0.29098315, 0.43467883, 0.96305804, 0.13000881, 0.088096  ,
+          0.132448  , 0.65480274, 0.97264153, 0.83283405, 0.11892162,
+          0.54419571, 0.60145475, 0.46370753, 0.08012147, 0.73140305])},
   {'name': 'x3',
    'label': 'x3',
    'unit': '',
-   'data': array([0.11365545, 0.29078608, 0.09285741, 0.25092834, 0.41351145,
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-          0.56489829, 0.68895647, 0.95924214, 0.28991197, 0.1346909 ,
-          0.30722237, 0.86026734, 0.63735432, 0.3342137 , 0.92720612,
-          0.24652189, 0.07874277, 0.78266272, 0.20703046, 0.84853478,
-          0.49717422, 0.41875177, 0.37504504, 0.64753416, 0.95020559,
-          0.92217701, 0.87162744, 0.1766857 , 0.98397828, 0.66495844,
-          0.74876548, 0.7947054 , 0.29969195, 0.08544051, 0.92299308,
-          0.47230659, 0.50502695, 0.48257085, 0.20407817, 0.99015817,
-          0.93599267, 0.35858694, 0.1234465 , 0.65467811, 0.39731028,
-          0.02122007, 0.81082987, 0.18163677, 0.8940676 , 0.03504484,
-          0.38401261, 0.59161463, 0.09518699, 0.50883655, 0.36622732,
-          0.07081165, 0.14122818, 0.57835466, 0.8787269 , 0.20873005,
-          0.78673897, 0.47091025, 0.82122171, 0.78865041, 0.82894297,
-          0.18660137, 0.45943635, 0.32605185, 0.31372876, 0.9123019 ,
-          0.34852577, 0.74803332, 0.64145955, 0.02422481, 0.02305355,
-          0.58927522, 0.32911163, 0.14749887, 0.02607038, 0.63773643,
-          0.67349868, 0.54401823, 0.08635766, 0.56234708, 0.08488967,
-          0.26369707, 0.03136051, 0.9452452 , 0.61729517, 0.85856414,
-          0.7318093 , 0.92361837, 0.93678824, 0.67767285, 0.58109583])},
+   'data': array([0.34144223, 0.21857668, 0.06219923, 0.96971026, 0.61512043,
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+          0.26974251, 0.16348982, 0.00642784, 0.18390846, 0.47721249,
+          0.10380364, 0.96371097, 0.55056393, 0.84042491, 0.46719761,
+          0.44141719, 0.56525857, 0.93676592, 0.1569284 , 0.56578723,
+          0.41114572, 0.38693808, 0.0477935 , 0.2644201 , 0.07737976,
+          0.23558713, 0.82634254, 0.33324617, 0.96688009, 0.79227567,
+          0.96583438, 0.56476677, 0.74499652, 0.55966171, 0.08649703,
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+          0.07867611, 0.36522903, 0.86901284, 0.45751697, 0.49128833,
+          0.27125002, 0.7632513 , 0.53549323, 0.618112  , 0.29692523,
+          0.20632317, 0.08049293, 0.55878895, 0.81245232, 0.09707376,
+          0.44836174, 0.22571187, 0.05897824, 0.67466723, 0.7386523 ,
+          0.53839516, 0.51198477, 0.107257  , 0.59964434, 0.09289088,
+          0.88580299, 0.27977521, 0.66386243, 0.86797454, 0.43728012,
+          0.00772304, 0.2152809 , 0.21715704, 0.72145947, 0.90705586,
+          0.31504711, 0.67434584, 0.25612745, 0.12028056, 0.57509843,
+          0.65086294, 0.11858429, 0.43551244, 0.0871875 , 0.39010486,
+          0.54733476, 0.35717957, 0.91233902, 0.98964309, 0.01075291,
+          0.86384   , 0.48640977, 0.29645328, 0.17361029, 0.8391898 ])},
   {'name': 'y2',
    'label': 'y2',
    'unit': '',
-   'data': array([0.94055008, 0.64775386, 0.05576483, 0.85617937, 0.49039988,
-          0.24485095, 0.44241375, 0.24989916, 0.05579699, 0.64637936,
-          0.63038756, 0.1117837 , 0.27412442, 0.70748103, 0.44766604,
-          0.7809625 , 0.17918339, 0.15490661, 0.77199848, 0.48423859,
-          0.92526337, 0.55974059, 0.20035403, 0.28844047, 0.63445623,
-          0.69340597, 0.9577497 , 0.13741703, 0.28419645, 0.56246656,
-          0.67382368, 0.73016998, 0.8607947 , 0.01767007, 0.23107434,
-          0.27675552, 0.44316957, 0.9552654 , 0.49271057, 0.43002308,
-          0.46166931, 0.84609576, 0.47671628, 0.02519907, 0.90973724,
-          0.05834874, 0.47327735, 0.52321047, 0.38989052, 0.45964892,
-          0.09031789, 0.09402298, 0.65010278, 0.01524229, 0.72943301,
-          0.54641535, 0.21179093, 0.33110186, 0.80446143, 0.32736749,
-          0.1628974 , 0.14205508, 0.60843313, 0.73508098, 0.78134659,
-          0.35623151, 0.96201056, 0.4417235 , 0.64191045, 0.92957034,
-          0.95955178, 0.59737704, 0.09374236, 0.05581929, 0.14081836,
-          0.55383951, 0.91685973, 0.28350366, 0.12422044, 0.97166306,
-          0.50696332, 0.76862514, 0.07981624, 0.50585076, 0.19163992,
-          0.47889879, 0.46269096, 0.92970414, 0.48920987, 0.09937519,
-          0.02914979, 0.50768684, 0.84828873, 0.0610723 , 0.69352166,
-          0.41478935, 0.7050787 , 0.4816545 , 0.95481843, 0.01637155])}]]
+   'data': array([0.22993108, 0.67763589, 0.73686139, 0.8587946 , 0.59797126,
+          0.73945573, 0.54221754, 0.45503524, 0.86747527, 0.8591012 ,
+          0.00349664, 0.46596031, 0.59469167, 0.65606587, 0.45159961,
+          0.46844629, 0.78692918, 0.47895718, 0.23955884, 0.55862872,
+          0.76224096, 0.48107995, 0.31866366, 0.45475287, 0.42450824,
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+          0.54441795, 0.81490209, 0.23855816, 0.70206535, 0.69990803,
+          0.35871709, 0.97577777, 0.32033374, 0.02432127, 0.54826168,
+          0.65859407, 0.8968586 , 0.89879392, 0.56689405, 0.22127034,
+          0.37059936, 0.42326789, 0.83180657, 0.2000618 , 0.76135086,
+          0.88315774, 0.07867452, 0.22424151, 0.1600008 , 0.200107  ,
+          0.57569947, 0.57952617, 0.51609767, 0.78778534, 0.83645047,
+          0.2756824 , 0.24766536, 0.69389655, 0.31064973, 0.86510054,
+          0.72861776, 0.92776864, 0.844369  , 0.05785089, 0.85329585,
+          0.72467161, 0.36596512, 0.30938083, 0.86457892, 0.06229727,
+          0.88465076, 0.82987385, 0.87646279, 0.28392458, 0.65384763,
+          0.31576655, 0.9920777 , 0.7488374 , 0.69648692, 0.23049003])}]]
 

 
get_data_by_id(run_id_a)
@@ -813,187 +818,187 @@ 
DataSet Performance
[[{'name': 'x1',
    'label': 'x1',
    'unit': '',
-   'data': array([0.88776823, 0.71274212, 0.44621713, 0.10993377, 0.3158944 ,
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-          0.33055211, 0.93758477, 0.66993764, 0.62029579, 0.78064701,
-          0.42500963, 0.49258483, 0.05271998, 0.47509775, 0.01953162,
-          0.35963044, 0.89004161, 0.50757151, 0.39314352, 0.49668333,
-          0.57033536, 0.03725416, 0.80045622, 0.5384057 , 0.16409112,
-          0.7897954 , 0.95621948, 0.03779158, 0.34034832, 0.27163318,
-          0.75118838, 0.76945147, 0.46316792, 0.09059365, 0.47235456,
-          0.79145512, 0.76175183, 0.56517069, 0.44829274, 0.27262592,
-          0.61386225, 0.87773257, 0.11040012, 0.84518544, 0.5141119 ,
-          0.18938617, 0.6253989 , 0.66570593, 0.3074065 , 0.56172833,
-          0.98574459, 0.42187899, 0.81927922, 0.86023281, 0.33333731,
-          0.14282259, 0.49712159, 0.43843438, 0.71707477, 0.71556585,
-          0.12423807, 0.49777406, 0.37874842, 0.69341267, 0.69572592,
-          0.91905814, 0.15873354, 0.69280715, 0.70553108, 0.38453523,
-          0.04286016, 0.48634906, 0.07882221, 0.576129  , 0.98333374,
-          0.88314202, 0.42085154, 0.32315664, 0.17507568, 0.68843204,
-          0.99615101, 0.33624075, 0.0780857 , 0.72981983, 0.03914425,
-          0.40696825, 0.81008673, 0.11477361, 0.57189544, 0.31180174,
-          0.75133983, 0.37077356, 0.54963767, 0.80969829, 0.24030331])},
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+          0.01062958, 0.2893019 , 0.84936252, 0.01601872, 0.12222626,
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+          0.5276871 , 0.64516742, 0.388388  , 0.13645556, 0.55007624,
+          0.6539527 , 0.60566594, 0.49261144, 0.71642211, 0.65513562,
+          0.88449153, 0.67945345, 0.68278779, 0.36968158, 0.17441517,
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+          0.24347701, 0.22970734, 0.23438721, 0.9512085 , 0.063415  ,
+          0.68462709, 0.54629641, 0.69739345, 0.63617434, 0.39616823,
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   {'name': 'x2',
    'label': 'x2',
    'unit': '',
-   'data': array([0.29284083, 0.75457837, 0.56851374, 0.4965186 , 0.53410765,
-          0.90764622, 0.12644168, 0.95415657, 0.28992443, 0.92735685,
-          0.42395012, 0.03487289, 0.21741011, 0.56005186, 0.06390366,
-          0.61660577, 0.20803181, 0.95632941, 0.11270225, 0.02739708,
-          0.15030226, 0.01591932, 0.22187504, 0.95859809, 0.087629  ,
-          0.27433612, 0.14672965, 0.53045464, 0.75019825, 0.52411326,
-          0.72088973, 0.20550802, 0.54021941, 0.02219051, 0.52693411,
-          0.31441181, 0.48049271, 0.89093332, 0.09643431, 0.75148773,
-          0.34824801, 0.26221459, 0.86078385, 0.07665533, 0.88285636,
-          0.0437613 , 0.78081292, 0.29807318, 0.58911867, 0.16569338,
-          0.03385975, 0.24504302, 0.59862811, 0.40793813, 0.11316912,
-          0.30426556, 0.443999  , 0.92758825, 0.9955845 , 0.61653398,
-          0.49512457, 0.95310126, 0.64923934, 0.83979961, 0.41526287,
-          0.45275691, 0.80799268, 0.22665033, 0.26482007, 0.91832367,
-          0.23991962, 0.73219092, 0.96234211, 0.54163237, 0.17115151,
-          0.8114082 , 0.03231771, 0.72583096, 0.23646167, 0.07835438,
-          0.64970752, 0.05053821, 0.0287562 , 0.1919207 , 0.53297841,
-          0.0810457 , 0.37478996, 0.86749099, 0.46763709, 0.12217023,
-          0.85585268, 0.95419481, 0.50835172, 0.97421676, 0.99058189,
-          0.19955517, 0.04933815, 0.86818698, 0.36691884, 0.87797821])},
+   'data': array([0.40837597, 0.03592698, 0.70449428, 0.63088319, 0.11480325,
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+          0.10399912, 0.62287773, 0.7873558 , 0.22372546, 0.0230278 ,
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+          0.34227909, 0.03228536, 0.57887716, 0.95693367, 0.25044267,
+          0.7026184 , 0.44148238, 0.3721906 , 0.91314464, 0.55944735,
+          0.77887256, 0.37553725, 0.25036822, 0.45120495, 0.42974441,
+          0.05971262, 0.56780687, 0.85857241, 0.77418262, 0.96256429,
+          0.34729493, 0.96649775, 0.34677005, 0.61136579, 0.93888582,
+          0.4535091 , 0.67446411, 0.42116366, 0.01704914, 0.56467124,
+          0.98902374, 0.66737209, 0.57447161, 0.75961948, 0.5302556 ,
+          0.52629749, 0.66730929, 0.13228177, 0.85310603, 0.57908464,
+          0.94052464, 0.87138792, 0.6691621 , 0.67051323, 0.86619448])},
   {'name': 'x3',
    'label': 'x3',
    'unit': '',
-   'data': array([0.86361926, 0.95484207, 0.24930888, 0.03634921, 0.63523805,
-          0.88860289, 0.30083201, 0.74620323, 0.50649226, 0.31135704,
-          0.47110959, 0.8744225 , 0.39717295, 0.49002918, 0.78473415,
-          0.1581396 , 0.11752357, 0.71454989, 0.259663  , 0.63355892,
-          0.42843204, 0.82726583, 0.50815107, 0.22780515, 0.36436313,
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+          0.48443406, 0.28148719, 0.75341231, 0.12727265, 0.21371397,
+          0.9316278 , 0.64703008, 0.09942686, 0.36467703, 0.36192372,
+          0.5019108 , 0.4777296 , 0.65348871, 0.07070377, 0.83924485,
+          0.70925405, 0.53365391, 0.61195051, 0.19541604, 0.96526504,
+          0.11421768, 0.93584535, 0.77279952, 0.12071517, 0.33903461,
+          0.54981675, 0.16757237, 0.80122374, 0.14273646, 0.36558411,
+          0.84161224, 0.98688422, 0.90559077, 0.80486347, 0.55181641,
+          0.17277922, 0.56630704, 0.35736546, 0.23056111, 0.76435539,
+          0.12643318, 0.34149412, 0.9291385 , 0.61773894, 0.75042358,
+          0.06546996, 0.99759464, 0.61248765, 0.74011407, 0.1109155 ,
+          0.34182553, 0.09142211, 0.91636915, 0.73614158, 0.21073011,
+          0.83871697, 0.11207583, 0.91069008, 0.07333711, 0.36571869,
+          0.91338979, 0.93006358, 0.55841431, 0.7839578 , 0.0713717 ])}]]
diff --git a/_notebooks/DataSet/Load old data.html b/_notebooks/DataSet/Load old data.html index dd1fc253ea1..8d4e8d67536 100644 --- a/_notebooks/DataSet/Load old data.html +++ b/_notebooks/DataSet/Load old data.html @@ -223,7 +223,7 @@

Load old Data
<IPython.core.display.Javascript object>

-
run_ids = import_dat_file(location2d)
+
run_ids = import_dat_file(location2d)
 axs, cbaxs = plot_by_id(run_ids[0])
 

 

@@ -233,7 +233,7 @@ 
Load old Data
<IPython.core.display.Javascript object>
-
+
diff --git a/_notebooks/DataSet/Offline Plotting Tutorial.html b/_notebooks/DataSet/Offline Plotting Tutorial.html index 98078919a31..f2add3999ef 100644 --- a/_notebooks/DataSet/Offline Plotting Tutorial.html +++ b/_notebooks/DataSet/Offline Plotting Tutorial.html @@ -280,7 +280,7 @@

A single, simple 1D sweep
<IPython.core.display.Javascript object>

-

Using the returned axis, we can e.g. change the plot linewidth and +

Using the returned axis, we can e.g. change the plot linewidth and color. We refer to the matplotlib documentation for details on matplotlib plot customization.

my_ax = axes[0]
@@ -324,7 +324,7 @@ 
Rescaling units and ticks
<IPython.core.display.Javascript object>
-
([<matplotlib.axes._subplots.AxesSubplot at 0x7fb3574d9908>], [None])
+
([<matplotlib.axes._subplots.AxesSubplot at 0x7fc4872082e8>], [None])
@@ -364,10 +364,10 @@

Two interleaved 1D sweeps
<IPython.core.display.Javascript object>

-
<IPython.core.display.Javascript object>
+
<IPython.core.display.Javascript object>
 

 

-
Let’s do that now

+
Let’s do that now

 
fig, ax = plt.subplots(1)
 axes, cbaxes = plot_by_id(dataid, axes=[ax, ax])
 

@@ -375,7 +375,7 @@ 
Two interleaved 1D sweeps
<IPython.core.display.Javascript object>
 

 

-
+

Regular 2D rectangular sweep scan¶

For 2D plots, a colorbar is usually present. As mentioned above, @@ -408,7 +408,7 @@

Regular 2D rectangular sweep scan
<IPython.core.display.Javascript object>

-

A fairlt normal situation is that the colorbar was somehow mislabelled. +

A fairlt normal situation is that the colorbar was somehow mislabelled. Using the returned colorbar, the label can be overwritten.

colorbar = colorbars[0]
 colorbar.set_label('Correct science label')
@@ -441,7 +441,7 @@ 
Warped 2D rectangular sweep scan
<IPython.core.display.Javascript object>
-
+

Interrupted 2D scans (a hole in the cheese)¶

In case a sweep in interrupted, the entire grid will not be filled out. @@ -483,7 +483,7 @@

Interrupted 2D scans (a hole in the cheese)
<IPython.core.display.Javascript object>

-
+

Plots with string (categorial) data¶

plot_by_id supports plotting categorial data (strings) as well. The @@ -534,7 +534,7 @@

String-valued indepentent parameter
<IPython.core.display.Javascript object>

-
+

String-valued dependent value¶

In this example, let’s plot the case where string-valued parameter is @@ -564,7 +564,7 @@

String-valued dependent value
<IPython.core.display.Javascript object>

-
+

2D case¶

@@ -605,7 +605,7 @@

String-valued independent parameter
<IPython.core.display.Javascript object>

-
+

String-valued dependent parameter¶

This case may produce incorrect plots, see an example below.

@@ -641,7 +641,7 @@

String-valued dependent parameter
<IPython.core.display.Javascript object>

-
+
 -

Next, we make some runs (shamelessly copy-pasting from above).

+

Next, we make some runs (shamelessly copy-pasting from above).

# First run
 meas = Measurement()
 meas.register_parameter(x)
@@ -757,8 +757,8 @@ 
Rasterizing
<IPython.core.display.Javascript object>
-
CPU times: user 1.12 s, sys: 110 ms, total: 1.23 s
-Wall time: 1.06 s
+
CPU times: user 978 ms, sys: 156 ms, total: 1.13 s
+Wall time: 996 ms
diff --git a/_notebooks/DataSet/Paramtypes explained.html b/_notebooks/DataSet/Paramtypes explained.html index 08e04666f3c..3829cbd9294 100644 --- a/_notebooks/DataSet/Paramtypes explained.html +++ b/_notebooks/DataSet/Paramtypes explained.html @@ -316,7 +316,7 @@

Numeric example 1
Starting experimental run with id: 1
-Finished run in 0.054 s
+Finished run in 0.056 s

The data may be retrieved using get_data_by_id. This function will @@ -345,13 +345,13 @@

Numeric example 1{'name': 'SA_spectrum', 'label': 'Noisy spectrum', 'unit': 'V/sqrt(Hz)', - 'data': array([ 1.1432159 , 1.12163489, 0.58354758, 2.02762516, -1.34567883, - 0.07602772, 1.24362122, 0.03987587, 0.02272408, -0.01086289, - 1.49958405, 0.12138535, -0.14530456, 0.69445434, -0.06250346, - 0.34324772, -0.63370463, 0.65764212, -0.65452865, 0.57846471, - -0.28006143, -1.47605049, -0.84193344, 1.72060023, 0.39478857, - -0.67816439, -1.67608667, -0.38037747, -0.13878695, 1.04030991, - 1.09606851, -1.20851126, 1.93358994, -0.80179599, -0.22048185])}]] + 'data': array([ 0.79515965, 1.11367337, -1.87188383, -0.62360438, -0.96307987, + -1.17636598, 0.07016867, 0.36788958, 1.79531933, -0.42275968, + -0.21330246, -0.60552361, 1.02519419, -0.49546871, 0.45355393, + 0.99141637, 0.46089439, -2.37480619, 1.53180713, -0.46065453, + -0.3038154 , 2.07678136, 0.05116221, 0.26862995, 0.74114265, + 0.3180921 , -1.43238585, -0.25322259, 0.35032293, 0.2724462 , + 1.31747216, -0.1675515 , 1.68201664, -0.93107082, -0.56787016])}]]

@@ -384,7 +384,7 @@

Array example 1
Starting experimental run with id: 2
-Finished run in 0.059 s
+Finished run in 0.047 s

Reading back out the data, we can not see whether they were stored @@ -411,15 +411,13 @@

Array example 1{'name': 'SA_spectrum', 'label': 'Noisy spectrum', 'unit': 'V/sqrt(Hz)', - 'data': array([ 1.90241408e-01, -1.13811551e-01, 6.53755381e-01, 1.83715267e+00, - -6.66337159e-01, 1.09544203e+00, -5.19825589e-01, -5.60746046e-01, - -1.22699492e+00, 1.63705513e+00, 1.20663834e+00, 6.52267000e-01, - -1.26736067e+00, -1.99121529e+00, 3.83868445e-01, -4.40584386e-01, - -5.27008001e-02, -5.18877855e-01, -1.47602390e+00, -1.16278568e+00, - 1.52731738e+00, 2.07785751e+00, -2.84104291e-01, 1.43033078e+00, - 1.66392687e-01, -1.97252095e-01, -1.52821700e+00, 1.25940275e+00, - 1.00234932e-03, -1.45522709e+00, -3.07535683e-01, -1.36344104e+00, - 2.50157853e-01, -8.71585856e-01, 5.19793052e-02])}]] + 'data': array([ 1.12449386, 0.92682976, -0.68650545, -0.96791342, -1.07335683, + -0.04654886, -0.32330006, 0.78287913, 0.27385129, 0.23021554, + -0.60676415, 0.70728815, 0.18801373, -0.46035828, 1.51946053, + -1.86929058, -0.31551384, 0.25088386, 0.15906409, -1.84367581, + -1.06807966, -0.25455208, -1.70579511, 0.80021843, 0.51823913, + 1.0775803 , -1.66501968, -0.07184748, 0.58307049, 0.44032263, + 1.48401317, -1.20191511, 0.0102794 , 0.38585115, -0.59515994])}]] diff --git a/_notebooks/DataSet/Pedestrian example of subscribing to a DataSet.html b/_notebooks/DataSet/Pedestrian example of subscribing to a DataSet.html index de7449931c0..1cdd51ec2cb 100644 --- a/_notebooks/DataSet/Pedestrian example of subscribing to a DataSet.html +++ b/_notebooks/DataSet/Pedestrian example of subscribing to a DataSet.html @@ -273,15 +273,14 @@

Example 1: A notificationdataSet.add_result({"x": x, "y": y}) -
At step 14: The voltage exceeded the limit 5 times!
-At step 28: The voltage exceeded the limit 5 times!
-At step 40: The voltage exceeded the limit 5 times!
-At step 67: The voltage exceeded the limit 5 times!
-At step 81: The voltage exceeded the limit 5 times!
-At step 92: The voltage exceeded the limit 5 times!
-At step 116: The voltage exceeded the limit 5 times!
-At step 127: The voltage exceeded the limit 5 times!
-At step 145: The voltage exceeded the limit 5 times!
+
At step 12: The voltage exceeded the limit 5 times!
+At step 25: The voltage exceeded the limit 5 times!
+At step 43: The voltage exceeded the limit 5 times!
+At step 60: The voltage exceeded the limit 5 times!
+At step 75: The voltage exceeded the limit 5 times!
+At step 95: The voltage exceeded the limit 5 times!
+At step 120: The voltage exceeded the limit 5 times!
+At step 133: The voltage exceeded the limit 5 times!
 

 

 
dataSet.unsubscribe_all()
@@ -323,104 +322,104 @@ 
Example 2: ASCII Plottersleep(0.1)
 

 

-
................O...............
+
..............O.................
 ................O...............
 ..................O.............
-..................O.............
-....................O...........
+...................O............
+...................O............
 ......................O.........
 .......................O........
 ........................O.......
-.........................O......
-..........................O.....
-..........................O.....
-...........................O....
-..........................O.....
+........................O.......
+........................O.......
 ...........................O....
-..............................O.
 ............................O...
-.............................O..
 ............................O...
+.............................O..
 ............................O...
 .............................O..
-...........................O....
+..............................O.
+.............................O..
 ............................O...
+.............................O..
+..............................O.
 ............................O...
 ..........................O.....
 ..........................O.....
-.........................O......
 ........................O.......
+........................O.......
+.........................O......
 .......................O........
 .....................O..........
 ....................O...........
-...................O............
-................O...............
+..................O.............
+.................O..............
 ................O...............
-..............O.................
-..............O.................
+...............O................
+............O...................
+............O...................
 ...........O....................
-..........O.....................
-..........O.....................
 .........O......................
+.........O......................
+........O.......................
 .......O........................
-.......O........................
-......O.........................
-.....O..........................
 .....O..........................
 ....O...........................
-..O.............................
+....O...........................
 ...O............................
+..O.............................
+..O.............................
 .O..............................
 .O..............................
-O...............................
 .O..............................
+O...............................
+O...............................
+..O.............................
 .O..............................
 ..O.............................
 ...O............................
-.O..............................
 ....O...........................
 ....O...........................
-...O............................
 ......O.........................
 ......O.........................
 ........O.......................
 ........O.......................
-.........O......................
 ..........O.....................
-............O...................
-..............O.................
+...........O....................
+.............O..................
 ...............O................
+................O...............
+................O...............
+..................O.............
 .................O..............
-.................O..............
-...................O............
 .....................O..........
 ......................O.........
 .......................O........
-.......................O........
-..........................O.....
+........................O.......
 .........................O......
 ..........................O.....
+..........................O.....
 ............................O...
-.............................O..
-..............................O.
 ............................O...
 ............................O...
 .............................O..
-.............................O..
-.............................O..
-..............................O.
 ............................O...
 ............................O...
 ............................O...
-..........................O.....
-..........................O.....
+.............................O..
+............................O...
+...........................O....
 .........................O......
-.......................O........
+............................O...
+...........................O....
+.........................O......
+.........................O......
+........................O.......
 .......................O........
 ......................O.........
 ...................O............
 ....................O...........
-.................O..............
+...................O............
 ................O...............
 

 

diff --git a/_notebooks/DataSet/example-creation.html b/_notebooks/DataSet/example-creation.html
index 0369a1c7e7a..441270b6ee8 100644
--- a/_notebooks/DataSet/example-creation.html
+++ b/_notebooks/DataSet/example-creation.html
@@ -311,7 +311,7 @@ 
x-y loop example
<IPython.core.display.Javascript object>
 

 

-
[<matplotlib.lines.Line2D at 0x7fcd69e5e358>]
+
[<matplotlib.lines.Line2D at 0x7f27398d7a20>]
 

 

 

@@ -334,7 +334,7 @@ 
x-y (array) loop example
<IPython.core.display.Javascript object>
 

 

-
<matplotlib.image.AxesImage at 0x7fcd6c0ee240>
+
<matplotlib.image.AxesImage at 0x7f272b880d30>
 

 

 

diff --git a/_notebooks/plotting/auto_color_scale.html b/_notebooks/plotting/auto_color_scale.html
index 1f0d90f75df..eb81ef1eb8c 100644
--- a/_notebooks/plotting/auto_color_scale.html
+++ b/_notebooks/plotting/auto_color_scale.html
@@ -313,7 +313,7 @@ 
Exampe 1: outliers in homogeneous dataplt.axvline(pu, color='r')
-
<matplotlib.lines.Line2D at 0x7f414e677f60>
+
<matplotlib.lines.Line2D at 0x7f8d30c3e080>
 

 

 ../../_images/auto_color_scale_14_1.png
@@ -370,7 +370,7 @@ 
Example 2: data on noisy background with outliersplt.axvline(pu, color='r')
-
<matplotlib.lines.Line2D at 0x7f414e429358>
+
<matplotlib.lines.Line2D at 0x7f8d309e9400>
 

 

 ../../_images/auto_color_scale_24_1.png
diff --git a/_sources/_notebooks/DataSet/Benchmarking.rst.txt b/_sources/_notebooks/DataSet/Benchmarking.rst.txt
index ff07529ca6e..80ea51d41b6 100644
--- a/_sources/_notebooks/DataSet/Benchmarking.rst.txt
+++ b/_sources/_notebooks/DataSet/Benchmarking.rst.txt
@@ -90,8 +90,8 @@ Baseline: Generate data
 
 .. parsed-literal::
 
-    CPU times: user 22.1 ms, sys: 4.35 ms, total: 26.4 ms
-    Wall time: 22.8 ms
+    CPU times: user 27.1 ms, sys: 12.6 ms, total: 39.7 ms
+    Wall time: 29.1 ms
 
 
 and store in memory
@@ -114,8 +114,8 @@ and store in memory
 
 .. parsed-literal::
 
-    CPU times: user 18 ms, sys: 4.35 ms, total: 22.4 ms
-    Wall time: 17.5 ms
+    CPU times: user 14 ms, sys: 368 µs, total: 14.4 ms
+    Wall time: 13.3 ms
 
 
 Add to dataset inside double loop
@@ -140,8 +140,8 @@ computation
 
 .. parsed-literal::
 
-    CPU times: user 1.92 s, sys: 780 ms, total: 2.7 s
-    Wall time: 5.74 s
+    CPU times: user 1.62 s, sys: 659 ms, total: 2.28 s
+    Wall time: 5.41 s
 
 
 Add the data in outer loop and store as np array
@@ -169,8 +169,8 @@ Add the data in outer loop and store as np array
 
 .. parsed-literal::
 
-    CPU times: user 283 ms, sys: 113 ms, total: 396 ms
-    Wall time: 808 ms
+    CPU times: user 282 ms, sys: 61.7 ms, total: 343 ms
+    Wall time: 820 ms
 
 
 Save once after loop
@@ -198,8 +198,8 @@ Save once after loop
 
 .. parsed-literal::
 
-    CPU times: user 36.1 ms, sys: 14.9 ms, total: 51 ms
-    Wall time: 48.3 ms
+    CPU times: user 38 ms, sys: 3.15 ms, total: 41.1 ms
+    Wall time: 42.1 ms
 
 
 Array parameter
@@ -222,7 +222,7 @@ Array parameter
 
 .. parsed-literal::
 
-    824 ms ± 22.9 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)
+    821 ms ± 27.9 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)
 
 
 .. code:: ipython3
@@ -250,7 +250,7 @@ Array parameter
 
 .. parsed-literal::
 
-    12.8 ms ± 175 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)
+    13 ms ± 154 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)
 
 
 Insert many
@@ -277,7 +277,7 @@ Insert many
 
 .. parsed-literal::
 
-    43.9 ms ± 675 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)
+    43.6 ms ± 669 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)
 
 
 
diff --git a/_sources/_notebooks/DataSet/Dataset Context Manager.rst.txt b/_sources/_notebooks/DataSet/Dataset Context Manager.rst.txt
index 7912a563120..05ab1e1fa90 100644
--- a/_sources/_notebooks/DataSet/Dataset Context Manager.rst.txt	
+++ b/_sources/_notebooks/DataSet/Dataset Context Manager.rst.txt	
@@ -160,7 +160,7 @@ experiment has been created, we must create one.
 
 .. raw:: html
 
-    

+    

 
 
 The power of the new construct
@@ -212,7 +212,7 @@ old Loop construct
 
 .. raw:: html
 
-    

+    

 
 
 .. code:: ipython3
@@ -267,7 +267,7 @@ old Loop construct
 
 .. raw:: html
 
-    

+    

 
 
 Some 2D examples
@@ -349,7 +349,7 @@ Some 2D examples
 
 .. raw:: html
 
-    

+    

 
 
 .. code:: ipython3
@@ -397,7 +397,7 @@ Some 2D examples
 
 .. raw:: html
 
-    

+    

 
 
 .. code:: ipython3
@@ -481,7 +481,7 @@ Some 2D examples
 
 .. raw:: html
 
-    

+    

 
 
 Random sampling
@@ -540,7 +540,7 @@ We may also chose to sample completly randomly across the phase space
 
 .. raw:: html
 
-    

+    

 
 
 Optimiser
@@ -602,8 +602,8 @@ and it is important that 'fatol' is set to match the expected noise.
            [0.1, 0.2]]), array([-1.13314845, -1.13314845, -1.13314845]))
                fun: -1.1331484530668263
            message: 'Optimization terminated successfully.'
-              nfev: 156
-               nit: 75
+              nfev: 169
+               nit: 80
             status: 0
            success: True
                  x: array([0.1, 0.2])
@@ -624,7 +624,7 @@ and it is important that 'fatol' is set to match the expected noise.
 
 .. raw:: html
 
-    

+    

 
 
 Subscriptions
@@ -745,7 +745,7 @@ We add two subscribers now.
     First parameter value list: [0, 1, 2]
     Added points to measurement, step 3.
     First parameter value list: [0, 1, 2]
-    The run now holds 5 rows
+    The run now holds 4 rows
     Added points to measurement, step 4.
     First parameter value list: [0, 1, 2, 3, 4]
     Added points to measurement, step 5.
@@ -879,7 +879,7 @@ unpacked into its components.
 
 .. raw:: html
 
-    

+    

 
 
 
@@ -891,17 +891,17 @@ unpacked into its components.
 
 .. raw:: html
 
-    

+    

 
 
 
 
 .. parsed-literal::
 
-    ([,
-      ],
-     [,
-      ])
+    ([,
+      ],
+     [,
+      ])
 
 
 
diff --git a/_sources/_notebooks/DataSet/Dataset Performance.rst.txt b/_sources/_notebooks/DataSet/Dataset Performance.rst.txt
index f0c74318ba7..59674dbc84b 100644
--- a/_sources/_notebooks/DataSet/Dataset Performance.rst.txt	
+++ b/_sources/_notebooks/DataSet/Dataset Performance.rst.txt	
@@ -153,7 +153,7 @@ And perform a quick comparison of the two
 
 .. raw:: html
 
-    

+    

 
 
 As we can see there the time to setup and and close the experiment is
@@ -222,7 +222,7 @@ writing data as individual datapoints starts to become important.
 
 .. raw:: html
 
-    

+    

 
 
 However, as we increase the length of the experimenter as seen here by
@@ -253,106 +253,106 @@ is is retried.
 
 .. parsed-literal::
 
-    [[0.598421137804905],
-     [0.352752990778589],
-     [0.285281667433228],
-     [0.691709995519495],
-     [0.540070250981559],
-     [0.425363409934252],
-     [0.192114743959501],
-     [0.185835454109899],
-     [0.484231712938268],
-     [0.427385746676716],
-     [0.174726999235402],
-     [0.471815289777713],
-     [0.0418847630567155],
-     [0.318865276223327],
-     [0.151914865595442],
-     [0.869452757097494],
-     [0.198975554793421],
-     [0.716208376603999],
-     [0.746286329921937],
-     [0.882249021871914],
-     [0.777211645999107],
-     [0.779389920849683],
-     [0.673009735894557],
-     [0.604085308910536],
-     [0.0142829030457222],
-     [0.61221974106364],
-     [0.0408199719601293],
-     [0.378967877432224],
-     [0.998521032150882],
-     [0.314165794178742],
-     [0.919504889445759],
-     [0.50753246321602],
-     [0.241847013787232],
-     [0.509285055607285],
-     [0.419181928551259],
-     [0.507525771709075],
-     [0.386957151248933],
-     [0.395017681756654],
-     [0.247656889070136],
-     [0.510490477034792],
-     [0.520666385073668],
-     [0.386265001043405],
-     [0.0591055244656353],
-     [0.738509470059107],
-     [0.411066318954663],
-     [0.451408722928587],
-     [0.86515726722415],
-     [0.877942557707633],
-     [0.789258870707018],
-     [0.888992396075209],
-     [0.279207099413963],
-     [0.986059726566717],
-     [0.250047946432639],
-     [0.494899874223759],
-     [0.808203806566183],
-     [0.22743419691817],
-     [0.111350029757451],
-     [0.670257515224379],
-     [0.36911176869838],
-     [0.258298525284575],
-     [0.413870897583243],
-     [0.559179081084419],
-     [0.577189308654271],
-     [0.271257271759347],
-     [0.742384961876227],
-     [0.991533198904808],
-     [0.584036879310606],
-     [0.468446765871336],
-     [0.731728966079312],
-     [0.958871129148178],
-     [0.601488833879215],
-     [0.54480712629109],
-     [0.657678808830181],
-     [0.940007711224228],
-     [0.84042976160533],
-     [0.829511947447401],
-     [0.976331114892145],
-     [0.958328342544155],
-     [0.0160514023296722],
-     [0.50198965384832],
-     [0.989084445948731],
-     [0.451271449360303],
-     [0.786499008704471],
-     [0.917210465568628],
-     [0.676983298173887],
-     [0.274639881971647],
-     [0.0640271542973206],
-     [0.0319164728284784],
-     [0.654066094126021],
-     [0.627052164991134],
-     [0.816351453407816],
-     [0.378233856369915],
-     [0.039488375010609],
-     [0.364226604596996],
-     [0.892126374344547],
-     [0.411818788786044],
-     [0.311441165560943],
-     [0.340287233718452],
-     [0.431926478725511],
-     [0.401176601164448]]
+    [[0.059366513753172],
+     [0.771908923715787],
+     [0.813080231073906],
+     [0.286489297240443],
+     [0.768548153180683],
+     [0.79147266429983],
+     [0.371710906411814],
+     [0.57623387065625],
+     [0.47910233812949],
+     [0.945997094345329],
+     [0.207028682732487],
+     [0.520604929692306],
+     [0.595892568957921],
+     [0.90024306807526],
+     [0.390094990075376],
+     [0.747085573927726],
+     [0.757599262491475],
+     [0.480460998027841],
+     [0.865521454680124],
+     [0.0183224761741381],
+     [0.179844713963976],
+     [0.648965470606869],
+     [0.854068696134393],
+     [0.0630745705153418],
+     [0.124928547795144],
+     [0.912895843832498],
+     [0.725097083333551],
+     [0.974273596105882],
+     [0.887940419414594],
+     [0.502041778261703],
+     [0.217048915330627],
+     [0.119161149869151],
+     [0.526203082071048],
+     [0.942674316221324],
+     [0.942240368022686],
+     [0.359195698622213],
+     [0.112801766342125],
+     [0.751002466284065],
+     [0.471226746900022],
+     [0.0516819947022756],
+     [0.702608526821862],
+     [0.919196867063682],
+     [0.630775232732826],
+     [0.595315892375236],
+     [0.0857051911043684],
+     [0.0115519903354419],
+     [0.0737712155873419],
+     [0.811108726883184],
+     [0.464672036593734],
+     [0.899930869645776],
+     [0.457437062548949],
+     [0.392799409428121],
+     [0.936725757550222],
+     [0.0649128293522454],
+     [0.0966137634159985],
+     [0.707413081624159],
+     [0.447087909110862],
+     [0.128453140217255],
+     [0.99528312253506],
+     [0.225027490427578],
+     [0.179105103961867],
+     [0.141711397621659],
+     [0.342493154630703],
+     [0.40699671117563],
+     [0.500805863036035],
+     [0.443099915015235],
+     [0.569839806383227],
+     [0.565668148765515],
+     [0.970265460460063],
+     [0.0101388962562908],
+     [0.995427286864745],
+     [0.867218783495981],
+     [0.928459079102467],
+     [0.90036646916094],
+     [0.079188188402382],
+     [0.553886094386487],
+     [0.487837393503797],
+     [0.373992395903818],
+     [0.397813236091998],
+     [0.706390394148318],
+     [0.509597867830425],
+     [0.720735934218249],
+     [0.786307688091551],
+     [0.87770892368819],
+     [0.297707301133913],
+     [0.479079802771963],
+     [0.0764498285193143],
+     [0.900465033783396],
+     [0.090549841773974],
+     [0.393797907347164],
+     [0.861261398565552],
+     [0.445842076300784],
+     [0.537491326521342],
+     [0.752055760872982],
+     [0.811010676109966],
+     [0.966897193797415],
+     [0.032268654556426],
+     [0.278607051533696],
+     [0.464161723838379],
+     [0.374641533719224]]
 
 
 
@@ -368,106 +368,106 @@ And a dataset stored as binary arrays
 
 .. parsed-literal::
 
-    [[array([0.88776823])],
-     [array([0.71274212])],
-     [array([0.44621713])],
-     [array([0.10993377])],
-     [array([0.3158944])],
-     [array([0.89557994])],
-     [array([0.38914971])],
-     [array([0.4806922])],
-     [array([0.85118985])],
-     [array([0.49472846])],
-     [array([0.33055211])],
-     [array([0.93758477])],
-     [array([0.66993764])],
-     [array([0.62029579])],
-     [array([0.78064701])],
-     [array([0.42500963])],
-     [array([0.49258483])],
-     [array([0.05271998])],
-     [array([0.47509775])],
-     [array([0.01953162])],
-     [array([0.35963044])],
-     [array([0.89004161])],
-     [array([0.50757151])],
-     [array([0.39314352])],
-     [array([0.49668333])],
-     [array([0.57033536])],
-     [array([0.03725416])],
-     [array([0.80045622])],
-     [array([0.5384057])],
-     [array([0.16409112])],
-     [array([0.7897954])],
-     [array([0.95621948])],
-     [array([0.03779158])],
-     [array([0.34034832])],
-     [array([0.27163318])],
-     [array([0.75118838])],
-     [array([0.76945147])],
-     [array([0.46316792])],
-     [array([0.09059365])],
-     [array([0.47235456])],
-     [array([0.79145512])],
-     [array([0.76175183])],
-     [array([0.56517069])],
-     [array([0.44829274])],
-     [array([0.27262592])],
-     [array([0.61386225])],
-     [array([0.87773257])],
-     [array([0.11040012])],
-     [array([0.84518544])],
-     [array([0.5141119])],
-     [array([0.18938617])],
-     [array([0.6253989])],
-     [array([0.66570593])],
-     [array([0.3074065])],
-     [array([0.56172833])],
-     [array([0.98574459])],
-     [array([0.42187899])],
-     [array([0.81927922])],
-     [array([0.86023281])],
-     [array([0.33333731])],
-     [array([0.14282259])],
-     [array([0.49712159])],
-     [array([0.43843438])],
-     [array([0.71707477])],
-     [array([0.71556585])],
-     [array([0.12423807])],
-     [array([0.49777406])],
-     [array([0.37874842])],
-     [array([0.69341267])],
-     [array([0.69572592])],
-     [array([0.91905814])],
-     [array([0.15873354])],
-     [array([0.69280715])],
-     [array([0.70553108])],
-     [array([0.38453523])],
-     [array([0.04286016])],
-     [array([0.48634906])],
-     [array([0.07882221])],
-     [array([0.576129])],
-     [array([0.98333374])],
-     [array([0.88314202])],
-     [array([0.42085154])],
-     [array([0.32315664])],
-     [array([0.17507568])],
-     [array([0.68843204])],
-     [array([0.99615101])],
-     [array([0.33624075])],
-     [array([0.0780857])],
-     [array([0.72981983])],
-     [array([0.03914425])],
-     [array([0.40696825])],
-     [array([0.81008673])],
-     [array([0.11477361])],
-     [array([0.57189544])],
-     [array([0.31180174])],
-     [array([0.75133983])],
-     [array([0.37077356])],
-     [array([0.54963767])],
-     [array([0.80969829])],
-     [array([0.24030331])]]
+    [[array([0.21952793])],
+     [array([0.06447074])],
+     [array([0.51627226])],
+     [array([0.65530473])],
+     [array([0.76858032])],
+     [array([0.02743943])],
+     [array([0.34118575])],
+     [array([0.00696007])],
+     [array([0.90538778])],
+     [array([0.87899062])],
+     [array([0.48644527])],
+     [array([0.8495552])],
+     [array([0.08499478])],
+     [array([0.37239306])],
+     [array([0.56874796])],
+     [array([0.01062958])],
+     [array([0.2893019])],
+     [array([0.84936252])],
+     [array([0.01601872])],
+     [array([0.12222626])],
+     [array([0.75828293])],
+     [array([0.62202031])],
+     [array([0.60661807])],
+     [array([0.39742598])],
+     [array([0.31381877])],
+     [array([0.7987416])],
+     [array([0.78747203])],
+     [array([0.11898719])],
+     [array([0.83929225])],
+     [array([0.41644666])],
+     [array([0.43569999])],
+     [array([0.20585972])],
+     [array([0.62932343])],
+     [array([0.06625317])],
+     [array([0.6819636])],
+     [array([0.93253809])],
+     [array([0.99757376])],
+     [array([0.27168157])],
+     [array([0.24496203])],
+     [array([0.35846192])],
+     [array([0.71069309])],
+     [array([0.53810534])],
+     [array([0.30894636])],
+     [array([0.30164082])],
+     [array([0.61647483])],
+     [array([0.4792469])],
+     [array([0.45360983])],
+     [array([0.49552967])],
+     [array([0.44575279])],
+     [array([0.82402518])],
+     [array([0.43111003])],
+     [array([0.02598695])],
+     [array([0.9258203])],
+     [array([0.95326654])],
+     [array([0.19414555])],
+     [array([0.52418544])],
+     [array([0.02477383])],
+     [array([0.97829922])],
+     [array([0.38005579])],
+     [array([0.56900013])],
+     [array([0.91597213])],
+     [array([0.77556532])],
+     [array([0.95063776])],
+     [array([0.54746762])],
+     [array([0.92172332])],
+     [array([0.5276871])],
+     [array([0.64516742])],
+     [array([0.388388])],
+     [array([0.13645556])],
+     [array([0.55007624])],
+     [array([0.6539527])],
+     [array([0.60566594])],
+     [array([0.49261144])],
+     [array([0.71642211])],
+     [array([0.65513562])],
+     [array([0.88449153])],
+     [array([0.67945345])],
+     [array([0.68278779])],
+     [array([0.36968158])],
+     [array([0.17441517])],
+     [array([0.1233086])],
+     [array([0.64503464])],
+     [array([0.92810549])],
+     [array([0.65833896])],
+     [array([0.37390315])],
+     [array([0.24347701])],
+     [array([0.22970734])],
+     [array([0.23438721])],
+     [array([0.9512085])],
+     [array([0.063415])],
+     [array([0.68462709])],
+     [array([0.54629641])],
+     [array([0.69739345])],
+     [array([0.63617434])],
+     [array([0.39616823])],
+     [array([0.53909353])],
+     [array([0.42961602])],
+     [array([0.66179827])],
+     [array([0.08342257])],
+     [array([0.80794566])]]
 
 
 
@@ -483,26 +483,26 @@ rid of any singleton dimensions.
 
 .. parsed-literal::
 
-    array([0.88776823, 0.71274212, 0.44621713, 0.10993377, 0.3158944 ,
-           0.89557994, 0.38914971, 0.4806922 , 0.85118985, 0.49472846,
-           0.33055211, 0.93758477, 0.66993764, 0.62029579, 0.78064701,
-           0.42500963, 0.49258483, 0.05271998, 0.47509775, 0.01953162,
-           0.35963044, 0.89004161, 0.50757151, 0.39314352, 0.49668333,
-           0.57033536, 0.03725416, 0.80045622, 0.5384057 , 0.16409112,
-           0.7897954 , 0.95621948, 0.03779158, 0.34034832, 0.27163318,
-           0.75118838, 0.76945147, 0.46316792, 0.09059365, 0.47235456,
-           0.79145512, 0.76175183, 0.56517069, 0.44829274, 0.27262592,
-           0.61386225, 0.87773257, 0.11040012, 0.84518544, 0.5141119 ,
-           0.18938617, 0.6253989 , 0.66570593, 0.3074065 , 0.56172833,
-           0.98574459, 0.42187899, 0.81927922, 0.86023281, 0.33333731,
-           0.14282259, 0.49712159, 0.43843438, 0.71707477, 0.71556585,
-           0.12423807, 0.49777406, 0.37874842, 0.69341267, 0.69572592,
-           0.91905814, 0.15873354, 0.69280715, 0.70553108, 0.38453523,
-           0.04286016, 0.48634906, 0.07882221, 0.576129  , 0.98333374,
-           0.88314202, 0.42085154, 0.32315664, 0.17507568, 0.68843204,
-           0.99615101, 0.33624075, 0.0780857 , 0.72981983, 0.03914425,
-           0.40696825, 0.81008673, 0.11477361, 0.57189544, 0.31180174,
-           0.75133983, 0.37077356, 0.54963767, 0.80969829, 0.24030331])
+    array([0.21952793, 0.06447074, 0.51627226, 0.65530473, 0.76858032,
+           0.02743943, 0.34118575, 0.00696007, 0.90538778, 0.87899062,
+           0.48644527, 0.8495552 , 0.08499478, 0.37239306, 0.56874796,
+           0.01062958, 0.2893019 , 0.84936252, 0.01601872, 0.12222626,
+           0.75828293, 0.62202031, 0.60661807, 0.39742598, 0.31381877,
+           0.7987416 , 0.78747203, 0.11898719, 0.83929225, 0.41644666,
+           0.43569999, 0.20585972, 0.62932343, 0.06625317, 0.6819636 ,
+           0.93253809, 0.99757376, 0.27168157, 0.24496203, 0.35846192,
+           0.71069309, 0.53810534, 0.30894636, 0.30164082, 0.61647483,
+           0.4792469 , 0.45360983, 0.49552967, 0.44575279, 0.82402518,
+           0.43111003, 0.02598695, 0.9258203 , 0.95326654, 0.19414555,
+           0.52418544, 0.02477383, 0.97829922, 0.38005579, 0.56900013,
+           0.91597213, 0.77556532, 0.95063776, 0.54746762, 0.92172332,
+           0.5276871 , 0.64516742, 0.388388  , 0.13645556, 0.55007624,
+           0.6539527 , 0.60566594, 0.49261144, 0.71642211, 0.65513562,
+           0.88449153, 0.67945345, 0.68278779, 0.36968158, 0.17441517,
+           0.1233086 , 0.64503464, 0.92810549, 0.65833896, 0.37390315,
+           0.24347701, 0.22970734, 0.23438721, 0.9512085 , 0.063415  ,
+           0.68462709, 0.54629641, 0.69739345, 0.63617434, 0.39616823,
+           0.53909353, 0.42961602, 0.66179827, 0.08342257, 0.80794566])
 
 
 
@@ -521,187 +521,192 @@ data in a format that does not depend on the internal storage
     [[{'name': 'x1',
        'label': 'x1',
        'unit': '',
-       'data': array([0.59842114, 0.35275299, 0.28528167, 0.69171   , 0.54007025,
-              0.42536341, 0.19211474, 0.18583545, 0.48423171, 0.42738575,
-              0.174727  , 0.47181529, 0.04188476, 0.31886528, 0.15191487,
-              0.86945276, 0.19897555, 0.71620838, 0.74628633, 0.88224902,
-              0.77721165, 0.77938992, 0.67300974, 0.60408531, 0.0142829 ,
-              0.61221974, 0.04081997, 0.37896788, 0.99852103, 0.31416579,
-              0.91950489, 0.50753246, 0.24184701, 0.50928506, 0.41918193,
-              0.50752577, 0.38695715, 0.39501768, 0.24765689, 0.51049048,
-              0.52066639, 0.386265  , 0.05910552, 0.73850947, 0.41106632,
-              0.45140872, 0.86515727, 0.87794256, 0.78925887, 0.8889924 ,
-              0.2792071 , 0.98605973, 0.25004795, 0.49489987, 0.80820381,
-              0.2274342 , 0.11135003, 0.67025752, 0.36911177, 0.25829853,
-              0.4138709 , 0.55917908, 0.57718931, 0.27125727, 0.74238496,
-              0.9915332 , 0.58403688, 0.46844677, 0.73172897, 0.95887113,
-              0.60148883, 0.54480713, 0.65767881, 0.94000771, 0.84042976,
-              0.82951195, 0.97633111, 0.95832834, 0.0160514 , 0.50198965,
-              0.98908445, 0.45127145, 0.78649901, 0.91721047, 0.6769833 ,
-              0.27463988, 0.06402715, 0.03191647, 0.65406609, 0.62705216,
-              0.81635145, 0.37823386, 0.03948838, 0.3642266 , 0.89212637,
-              0.41181879, 0.31144117, 0.34028723, 0.43192648, 0.4011766 ])},
+       'data': array([0.05936651, 0.77190892, 0.81308023, 0.2864893 , 0.76854815,
+              0.79147266, 0.37171091, 0.57623387, 0.47910234, 0.94599709,
+              0.20702868, 0.52060493, 0.59589257, 0.90024307, 0.39009499,
+              0.74708557, 0.75759926, 0.480461  , 0.86552145, 0.01832248,
+              0.17984471, 0.64896547, 0.8540687 , 0.06307457, 0.12492855,
+              0.91289584, 0.72509708, 0.9742736 , 0.88794042, 0.50204178,
+              0.21704892, 0.11916115, 0.52620308, 0.94267432, 0.94224037,
+              0.3591957 , 0.11280177, 0.75100247, 0.47122675, 0.05168199,
+              0.70260853, 0.91919687, 0.63077523, 0.59531589, 0.08570519,
+              0.01155199, 0.07377122, 0.81110873, 0.46467204, 0.89993087,
+              0.45743706, 0.39279941, 0.93672576, 0.06491283, 0.09661376,
+              0.70741308, 0.44708791, 0.12845314, 0.99528312, 0.22502749,
+              0.1791051 , 0.1417114 , 0.34249315, 0.40699671, 0.50080586,
+              0.44309992, 0.56983981, 0.56566815, 0.97026546, 0.0101389 ,
+              0.99542729, 0.86721878, 0.92845908, 0.90036647, 0.07918819,
+              0.55388609, 0.48783739, 0.3739924 , 0.39781324, 0.70639039,
+              0.50959787, 0.72073593, 0.78630769, 0.87770892, 0.2977073 ,
+              0.4790798 , 0.07644983, 0.90046503, 0.09054984, 0.39379791,
+              0.8612614 , 0.44584208, 0.53749133, 0.75205576, 0.81101068,
+              0.96689719, 0.03226865, 0.27860705, 0.46416172, 0.37464153])},
       {'name': 'x2',
        'label': 'x2',
        'unit': '',
-       'data': array([0.3206063 , 0.75592138, 0.03730092, 0.3090044 , 0.98932527,
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+              0.57493742, 0.56952555, 0.82410605, 0.76906296, 0.94651432,
+              0.18845944, 0.19550162, 0.74854424, 0.44780308, 0.66861815,
+              0.22503286, 0.7631939 , 0.16150253, 0.79939025, 0.34369102,
+              0.8649351 , 0.04017777, 0.57987498, 0.12153879, 0.73777774,
+              0.64361633, 0.66775998, 0.0819816 , 0.46294691, 0.31921984,
+              0.43964394, 0.77401171, 0.61518044, 0.59787712, 0.61063134,
+              0.87313483, 0.37808303, 0.0256187 , 0.06957104, 0.23321383,
+              0.4327902 , 0.20737353, 0.50038935, 0.16395259, 0.07045504])}],
      [{'name': 'x1',
        'label': 'x1',
        'unit': '',
-       'data': array([0.88776823, 0.71274212, 0.44621713, 0.10993377, 0.3158944 ,
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-              0.57033536, 0.03725416, 0.80045622, 0.5384057 , 0.16409112,
-              0.7897954 , 0.95621948, 0.03779158, 0.34034832, 0.27163318,
-              0.75118838, 0.76945147, 0.46316792, 0.09059365, 0.47235456,
-              0.79145512, 0.76175183, 0.56517069, 0.44829274, 0.27262592,
-              0.61386225, 0.87773257, 0.11040012, 0.84518544, 0.5141119 ,
-              0.18938617, 0.6253989 , 0.66570593, 0.3074065 , 0.56172833,
-              0.98574459, 0.42187899, 0.81927922, 0.86023281, 0.33333731,
-              0.14282259, 0.49712159, 0.43843438, 0.71707477, 0.71556585,
-              0.12423807, 0.49777406, 0.37874842, 0.69341267, 0.69572592,
-              0.91905814, 0.15873354, 0.69280715, 0.70553108, 0.38453523,
-              0.04286016, 0.48634906, 0.07882221, 0.576129  , 0.98333374,
-              0.88314202, 0.42085154, 0.32315664, 0.17507568, 0.68843204,
-              0.99615101, 0.33624075, 0.0780857 , 0.72981983, 0.03914425,
-              0.40696825, 0.81008673, 0.11477361, 0.57189544, 0.31180174,
-              0.75133983, 0.37077356, 0.54963767, 0.80969829, 0.24030331])},
+       'data': array([0.21952793, 0.06447074, 0.51627226, 0.65530473, 0.76858032,
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+              0.48644527, 0.8495552 , 0.08499478, 0.37239306, 0.56874796,
+              0.01062958, 0.2893019 , 0.84936252, 0.01601872, 0.12222626,
+              0.75828293, 0.62202031, 0.60661807, 0.39742598, 0.31381877,
+              0.7987416 , 0.78747203, 0.11898719, 0.83929225, 0.41644666,
+              0.43569999, 0.20585972, 0.62932343, 0.06625317, 0.6819636 ,
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+              0.71069309, 0.53810534, 0.30894636, 0.30164082, 0.61647483,
+              0.4792469 , 0.45360983, 0.49552967, 0.44575279, 0.82402518,
+              0.43111003, 0.02598695, 0.9258203 , 0.95326654, 0.19414555,
+              0.52418544, 0.02477383, 0.97829922, 0.38005579, 0.56900013,
+              0.91597213, 0.77556532, 0.95063776, 0.54746762, 0.92172332,
+              0.5276871 , 0.64516742, 0.388388  , 0.13645556, 0.55007624,
+              0.6539527 , 0.60566594, 0.49261144, 0.71642211, 0.65513562,
+              0.88449153, 0.67945345, 0.68278779, 0.36968158, 0.17441517,
+              0.1233086 , 0.64503464, 0.92810549, 0.65833896, 0.37390315,
+              0.24347701, 0.22970734, 0.23438721, 0.9512085 , 0.063415  ,
+              0.68462709, 0.54629641, 0.69739345, 0.63617434, 0.39616823,
+              0.53909353, 0.42961602, 0.66179827, 0.08342257, 0.80794566])},
       {'name': 'x2',
        'label': 'x2',
        'unit': '',
-       'data': array([0.29284083, 0.75457837, 0.56851374, 0.4965186 , 0.53410765,
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-              0.42395012, 0.03487289, 0.21741011, 0.56005186, 0.06390366,
-              0.61660577, 0.20803181, 0.95632941, 0.11270225, 0.02739708,
-              0.15030226, 0.01591932, 0.22187504, 0.95859809, 0.087629  ,
-              0.27433612, 0.14672965, 0.53045464, 0.75019825, 0.52411326,
-              0.72088973, 0.20550802, 0.54021941, 0.02219051, 0.52693411,
-              0.31441181, 0.48049271, 0.89093332, 0.09643431, 0.75148773,
-              0.34824801, 0.26221459, 0.86078385, 0.07665533, 0.88285636,
-              0.0437613 , 0.78081292, 0.29807318, 0.58911867, 0.16569338,
-              0.03385975, 0.24504302, 0.59862811, 0.40793813, 0.11316912,
-              0.30426556, 0.443999  , 0.92758825, 0.9955845 , 0.61653398,
-              0.49512457, 0.95310126, 0.64923934, 0.83979961, 0.41526287,
-              0.45275691, 0.80799268, 0.22665033, 0.26482007, 0.91832367,
-              0.23991962, 0.73219092, 0.96234211, 0.54163237, 0.17115151,
-              0.8114082 , 0.03231771, 0.72583096, 0.23646167, 0.07835438,
-              0.64970752, 0.05053821, 0.0287562 , 0.1919207 , 0.53297841,
-              0.0810457 , 0.37478996, 0.86749099, 0.46763709, 0.12217023,
-              0.85585268, 0.95419481, 0.50835172, 0.97421676, 0.99058189,
-              0.19955517, 0.04933815, 0.86818698, 0.36691884, 0.87797821])},
+       'data': array([0.40837597, 0.03592698, 0.70449428, 0.63088319, 0.11480325,
+              0.93613572, 0.53577968, 0.33806403, 0.73362744, 0.59793535,
+              0.10399912, 0.62287773, 0.7873558 , 0.22372546, 0.0230278 ,
+              0.56559739, 0.32964325, 0.79186661, 0.54874842, 0.98455449,
+              0.46651411, 0.58095554, 0.92010829, 0.77112418, 0.65563614,
+              0.35488728, 0.92670609, 0.57553328, 0.76033377, 0.20070007,
+              0.65041106, 0.93346251, 0.16429194, 0.49214634, 0.36036903,
+              0.12305774, 0.13258252, 0.77946776, 0.72374432, 0.83210612,
+              0.53137128, 0.96839528, 0.95016649, 0.92056286, 0.81473537,
+              0.62686559, 0.64469718, 0.62831502, 0.44302331, 0.70489181,
+              0.58864505, 0.77991488, 0.15598257, 0.57814458, 0.19447429,
+              0.34227909, 0.03228536, 0.57887716, 0.95693367, 0.25044267,
+              0.7026184 , 0.44148238, 0.3721906 , 0.91314464, 0.55944735,
+              0.77887256, 0.37553725, 0.25036822, 0.45120495, 0.42974441,
+              0.05971262, 0.56780687, 0.85857241, 0.77418262, 0.96256429,
+              0.34729493, 0.96649775, 0.34677005, 0.61136579, 0.93888582,
+              0.4535091 , 0.67446411, 0.42116366, 0.01704914, 0.56467124,
+              0.98902374, 0.66737209, 0.57447161, 0.75961948, 0.5302556 ,
+              0.52629749, 0.66730929, 0.13228177, 0.85310603, 0.57908464,
+              0.94052464, 0.87138792, 0.6691621 , 0.67051323, 0.86619448])},
       {'name': 'x3',
        'label': 'x3',
        'unit': '',
-       'data': array([0.86361926, 0.95484207, 0.24930888, 0.03634921, 0.63523805,
-              0.88860289, 0.30083201, 0.74620323, 0.50649226, 0.31135704,
-              0.47110959, 0.8744225 , 0.39717295, 0.49002918, 0.78473415,
-              0.1581396 , 0.11752357, 0.71454989, 0.259663  , 0.63355892,
-              0.42843204, 0.82726583, 0.50815107, 0.22780515, 0.36436313,
-              0.08247272, 0.08587431, 0.86353791, 0.47874202, 0.18143176,
-              0.74320009, 0.08478213, 0.13184721, 0.87460881, 0.29934722,
-              0.58302246, 0.26743769, 0.55605028, 0.47418588, 0.49369879,
-              0.70985213, 0.72679527, 0.02103742, 0.50111718, 0.10587093,
-              0.86051989, 0.96819087, 0.70140028, 0.19463375, 0.77783552,
-              0.98155167, 0.96497948, 0.12298345, 0.11046511, 0.88813558,
-              0.51867439, 0.33826774, 0.41560266, 0.55180961, 0.05858146,
-              0.68268236, 0.97963873, 0.96707497, 0.36555196, 0.31057332,
-              0.95994079, 0.13851297, 0.69151973, 0.15800979, 0.66012767,
-              0.58410661, 0.38290109, 0.32702032, 0.60567168, 0.20117207,
-              0.78099949, 0.27497994, 0.03033416, 0.01434318, 0.35694164,
-              0.48612514, 0.34844293, 0.99383283, 0.89726697, 0.9077271 ,
-              0.06569319, 0.80283021, 0.37433572, 0.78635006, 0.39127442,
-              0.88465455, 0.12194427, 0.85725315, 0.83050698, 0.6776777 ,
-              0.69506033, 0.05341704, 0.82902468, 0.61031089, 0.51828448])},
+       'data': array([0.76258809, 0.9991409 , 0.88317839, 0.30069705, 0.77627768,
+              0.17298576, 0.20022274, 0.72119215, 0.41687682, 0.18585822,
+              0.88735889, 0.92563489, 0.3307447 , 0.73087212, 0.67152159,
+              0.99078699, 0.65476299, 0.02809885, 0.39785323, 0.87954138,
+              0.65764458, 0.67099447, 0.96755967, 0.95188905, 0.45500091,
+              0.26623667, 0.7440124 , 0.27122009, 0.47082941, 0.91787862,
+              0.3646014 , 0.09730239, 0.74906403, 0.42564725, 0.97196705,
+              0.73628096, 0.03148894, 0.04617316, 0.90923002, 0.29744737,
+              0.22268245, 0.2615488 , 0.82638633, 0.41192886, 0.15936323,
+              0.69106692, 0.76104868, 0.84765301, 0.59395189, 0.60081955,
+              0.07524554, 0.85527507, 0.05894863, 0.2227996 , 0.58054952,
+              0.64801792, 0.93322827, 0.72080114, 0.61663529, 0.45580772,
+              0.64520738, 0.72988209, 0.74151931, 0.99916759, 0.07686573,
+              0.17113866, 0.35682757, 0.07988919, 0.8910054 , 0.94787563,
+              0.49888241, 0.04589815, 0.12162753, 0.59345901, 0.32998112,
+              0.22813621, 0.52884518, 0.76345866, 0.6884257 , 0.44396936,
+              0.28972756, 0.6712767 , 0.50173293, 0.82244566, 0.01863418,
+              0.71157147, 0.85632775, 0.8346273 , 0.83087444, 0.06647524,
+              0.15297388, 0.43313311, 0.9525012 , 0.93816182, 0.43700022,
+              0.8074051 , 0.33160247, 0.56717591, 0.977833  , 0.17534503])},
       {'name': 'y2',
        'label': 'y2',
        'unit': '',
-       'data': array([0.52498531, 0.19023497, 0.22999591, 0.72550669, 0.99460494,
-              0.14854856, 0.55589066, 0.50653075, 0.67139828, 0.62486653,
-              0.4942336 , 0.43085477, 0.68098604, 0.55051577, 0.22409623,
-              0.40018103, 0.11471671, 0.96623363, 0.09002217, 0.17779967,
-              0.25241808, 0.04737149, 0.68756369, 0.6776848 , 0.70956388,
-              0.59162085, 0.08371859, 0.48034821, 0.11186778, 0.04184471,
-              0.40936813, 0.01350059, 0.72237691, 0.77569691, 0.01812205,
-              0.35905548, 0.21892799, 0.23451383, 0.61330951, 0.85566667,
-              0.60699327, 0.0954246 , 0.61016411, 0.45934353, 0.10393098,
-              0.58509432, 0.60971573, 0.04934193, 0.01772448, 0.66890322,
-              0.39092583, 0.95825541, 0.39862118, 0.59898521, 0.67954587,
-              0.63590223, 0.9908547 , 0.46658654, 0.48941433, 0.66965893,
-              0.01616973, 0.75137291, 0.15382937, 0.77673473, 0.58510908,
-              0.74032374, 0.29130395, 0.86001325, 0.00901579, 0.55315227,
-              0.78016236, 0.63173798, 0.46109337, 0.18638445, 0.53096445,
-              0.24315623, 0.89144647, 0.98566155, 0.10509699, 0.01867731,
-              0.11612122, 0.70464689, 0.51068522, 0.56994211, 0.39500562,
-              0.87022148, 0.59555678, 0.60965065, 0.20950716, 0.81657023,
-              0.12433393, 0.15781745, 0.30059234, 0.97578553, 0.79803913,
-              0.50443049, 0.11673786, 0.00388022, 0.3155546 , 0.49237326])}]]
+       'data': array([0.69789373, 0.03716047, 0.8900515 , 0.18204414, 0.50987248,
+              0.51465883, 0.27947755, 0.95635101, 0.14772274, 0.32609201,
+              0.94667793, 0.6486964 , 0.96297454, 0.26113813, 0.87389934,
+              0.1777833 , 0.09552974, 0.99378385, 0.91785155, 0.03078121,
+              0.3065465 , 0.84379207, 0.46425283, 0.15367858, 0.71434103,
+              0.92830392, 0.54228543, 0.76654647, 0.84019745, 0.97661688,
+              0.7248059 , 0.81281421, 0.15304457, 0.01344252, 0.01380259,
+              0.48443406, 0.28148719, 0.75341231, 0.12727265, 0.21371397,
+              0.9316278 , 0.64703008, 0.09942686, 0.36467703, 0.36192372,
+              0.5019108 , 0.4777296 , 0.65348871, 0.07070377, 0.83924485,
+              0.70925405, 0.53365391, 0.61195051, 0.19541604, 0.96526504,
+              0.11421768, 0.93584535, 0.77279952, 0.12071517, 0.33903461,
+              0.54981675, 0.16757237, 0.80122374, 0.14273646, 0.36558411,
+              0.84161224, 0.98688422, 0.90559077, 0.80486347, 0.55181641,
+              0.17277922, 0.56630704, 0.35736546, 0.23056111, 0.76435539,
+              0.12643318, 0.34149412, 0.9291385 , 0.61773894, 0.75042358,
+              0.06546996, 0.99759464, 0.61248765, 0.74011407, 0.1109155 ,
+              0.34182553, 0.09142211, 0.91636915, 0.73614158, 0.21073011,
+              0.83871697, 0.11207583, 0.91069008, 0.07333711, 0.36571869,
+              0.91338979, 0.93006358, 0.55841431, 0.7839578 , 0.0713717 ])}]]
 
 
diff --git a/_sources/_notebooks/DataSet/Load old data.rst.txt b/_sources/_notebooks/DataSet/Load old data.rst.txt
index d8634e1a80a..720502229cc 100644
--- a/_sources/_notebooks/DataSet/Load old data.rst.txt	
+++ b/_sources/_notebooks/DataSet/Load old data.rst.txt	
@@ -58,7 +58,7 @@ Load old Data
 
 .. raw:: html
 
-    

+    

 
 
 .. code:: ipython3
@@ -81,6 +81,6 @@ Load old Data
 
 .. raw:: html
 
-    

+    

 
 
diff --git a/_sources/_notebooks/DataSet/Offline Plotting Tutorial.rst.txt b/_sources/_notebooks/DataSet/Offline Plotting Tutorial.rst.txt
index d87a4fe98c1..1b19b05987d 100644
--- a/_sources/_notebooks/DataSet/Offline Plotting Tutorial.rst.txt	
+++ b/_sources/_notebooks/DataSet/Offline Plotting Tutorial.rst.txt	
@@ -115,7 +115,7 @@ colorbar axes (just ``None``\ s if there are no colorbars).
 
 .. raw:: html
 
-    

+    

 
 
 Using the returned axis, we can e.g. change the plot linewidth and
@@ -181,14 +181,14 @@ The following plot demontrates the feature.
 
 .. raw:: html
 
-    

+    

 
 
 
 
 .. parsed-literal::
 
-    ([], [None])
+    ([], [None])
 
 
 
@@ -242,7 +242,7 @@ the same axis twice to ``plot_by_id``.
 
 .. raw:: html
 
-    

+    

 
 
 
@@ -254,7 +254,7 @@ the same axis twice to ``plot_by_id``.
 
 .. raw:: html
 
-    

+    

 
 
 Let's do that now
@@ -274,7 +274,7 @@ Let's do that now
 
 .. raw:: html
 
-    

+    

 
 
 Regular 2D rectangular sweep scan
@@ -323,7 +323,7 @@ For 2D plots, a colorbar is usually present. As mentioned above,
 
 .. raw:: html
 
-    

+    

 
 
 A fairlt normal situation is that the colorbar was somehow mislabelled.
@@ -374,7 +374,7 @@ increase the resolution in the right half plane.
 
 .. raw:: html
 
-    

+    

 
 
 Interrupted 2D scans (a hole in the cheese)
@@ -432,7 +432,7 @@ This is also supported, in fact, any single rectangular hole is allowed
 
 .. raw:: html
 
-    

+    

 
 
 Plots with string (categorial) data
@@ -506,7 +506,7 @@ the same as the order with which the values were added to the dataset.
 
 .. raw:: html
 
-    

+    

 
 
 String-valued dependent value
@@ -552,7 +552,7 @@ the dependent one.
 
 .. raw:: html
 
-    

+    

 
 
 2D case
@@ -609,7 +609,7 @@ String-valued independent parameter
 
 .. raw:: html
 
-    

+    

 
 
 String-valued dependent parameter
@@ -661,7 +661,7 @@ This case may produce **incorrect** plots, see an example below.
 
 .. raw:: html
 
-    

+    

 
 
 Fancy plotting
@@ -685,7 +685,7 @@ We first make a little grid of axes.
 
 .. raw:: html
 
-    

+    

 
 
 Next, we make some runs (shamelessly copy-pasting from above).
@@ -817,12 +817,12 @@ out.
 
 .. raw:: html
 
-    

+    

 
 
 .. parsed-literal::
 
-    CPU times: user 1.12 s, sys: 110 ms, total: 1.23 s
-    Wall time: 1.06 s
+    CPU times: user 978 ms, sys: 156 ms, total: 1.13 s
+    Wall time: 996 ms
 
 
diff --git a/_sources/_notebooks/DataSet/Paramtypes explained.rst.txt b/_sources/_notebooks/DataSet/Paramtypes explained.rst.txt
index 99a05898fa2..ddba3080a68 100644
--- a/_sources/_notebooks/DataSet/Paramtypes explained.rst.txt	
+++ b/_sources/_notebooks/DataSet/Paramtypes explained.rst.txt	
@@ -147,7 +147,7 @@ entails that the array in unraveled and inserted point-by-point.
 .. parsed-literal::
 
     Starting experimental run with id: 1
-    Finished run in 0.054 s
+    Finished run in 0.056 s
 
 
 The data may be retrieved using ``get_data_by_id``. This function will
@@ -183,13 +183,13 @@ of the same length, with setpoints values appropriately repeated.
       {'name': 'SA_spectrum',
        'label': 'Noisy spectrum',
        'unit': 'V/sqrt(Hz)',
-       'data': array([ 1.1432159 ,  1.12163489,  0.58354758,  2.02762516, -1.34567883,
-               0.07602772,  1.24362122,  0.03987587,  0.02272408, -0.01086289,
-               1.49958405,  0.12138535, -0.14530456,  0.69445434, -0.06250346,
-               0.34324772, -0.63370463,  0.65764212, -0.65452865,  0.57846471,
-              -0.28006143, -1.47605049, -0.84193344,  1.72060023,  0.39478857,
-              -0.67816439, -1.67608667, -0.38037747, -0.13878695,  1.04030991,
-               1.09606851, -1.20851126,  1.93358994, -0.80179599, -0.22048185])}]]
+       'data': array([ 0.79515965,  1.11367337, -1.87188383, -0.62360438, -0.96307987,
+              -1.17636598,  0.07016867,  0.36788958,  1.79531933, -0.42275968,
+              -0.21330246, -0.60552361,  1.02519419, -0.49546871,  0.45355393,
+               0.99141637,  0.46089439, -2.37480619,  1.53180713, -0.46065453,
+              -0.3038154 ,  2.07678136,  0.05116221,  0.26862995,  0.74114265,
+               0.3180921 , -1.43238585, -0.25322259,  0.35032293,  0.2724462 ,
+               1.31747216, -0.1675515 ,  1.68201664, -0.93107082, -0.56787016])}]]
 
 
 
@@ -229,7 +229,7 @@ paramtypes.
 .. parsed-literal::
 
     Starting experimental run with id: 2
-    Finished run in 0.059 s
+    Finished run in 0.047 s
 
 
 Reading back out the data, we can **not** see whether they were stored
@@ -263,15 +263,13 @@ as ``numeric`` or ``array`` type.
       {'name': 'SA_spectrum',
        'label': 'Noisy spectrum',
        'unit': 'V/sqrt(Hz)',
-       'data': array([ 1.90241408e-01, -1.13811551e-01,  6.53755381e-01,  1.83715267e+00,
-              -6.66337159e-01,  1.09544203e+00, -5.19825589e-01, -5.60746046e-01,
-              -1.22699492e+00,  1.63705513e+00,  1.20663834e+00,  6.52267000e-01,
-              -1.26736067e+00, -1.99121529e+00,  3.83868445e-01, -4.40584386e-01,
-              -5.27008001e-02, -5.18877855e-01, -1.47602390e+00, -1.16278568e+00,
-               1.52731738e+00,  2.07785751e+00, -2.84104291e-01,  1.43033078e+00,
-               1.66392687e-01, -1.97252095e-01, -1.52821700e+00,  1.25940275e+00,
-               1.00234932e-03, -1.45522709e+00, -3.07535683e-01, -1.36344104e+00,
-               2.50157853e-01, -8.71585856e-01,  5.19793052e-02])}]]
+       'data': array([ 1.12449386,  0.92682976, -0.68650545, -0.96791342, -1.07335683,
+              -0.04654886, -0.32330006,  0.78287913,  0.27385129,  0.23021554,
+              -0.60676415,  0.70728815,  0.18801373, -0.46035828,  1.51946053,
+              -1.86929058, -0.31551384,  0.25088386,  0.15906409, -1.84367581,
+              -1.06807966, -0.25455208, -1.70579511,  0.80021843,  0.51823913,
+               1.0775803 , -1.66501968, -0.07184748,  0.58307049,  0.44032263,
+               1.48401317, -1.20191511,  0.0102794 ,  0.38585115, -0.59515994])}]]
 
 
 
diff --git a/_sources/_notebooks/DataSet/Pedestrian example of subscribing to a DataSet.rst.txt b/_sources/_notebooks/DataSet/Pedestrian example of subscribing to a DataSet.rst.txt
index 4106d4ac8e0..caad3e66929 100644
--- a/_sources/_notebooks/DataSet/Pedestrian example of subscribing to a DataSet.rst.txt	
+++ b/_sources/_notebooks/DataSet/Pedestrian example of subscribing to a DataSet.rst.txt	
@@ -108,15 +108,14 @@ warning.
 
 .. parsed-literal::
 
-    At step 14: The voltage exceeded the limit 5 times! 
-    At step 28: The voltage exceeded the limit 5 times! 
-    At step 40: The voltage exceeded the limit 5 times! 
-    At step 67: The voltage exceeded the limit 5 times! 
-    At step 81: The voltage exceeded the limit 5 times! 
-    At step 92: The voltage exceeded the limit 5 times! 
-    At step 116: The voltage exceeded the limit 5 times! 
-    At step 127: The voltage exceeded the limit 5 times! 
-    At step 145: The voltage exceeded the limit 5 times! 
+    At step 12: The voltage exceeded the limit 5 times! 
+    At step 25: The voltage exceeded the limit 5 times! 
+    At step 43: The voltage exceeded the limit 5 times! 
+    At step 60: The voltage exceeded the limit 5 times! 
+    At step 75: The voltage exceeded the limit 5 times! 
+    At step 95: The voltage exceeded the limit 5 times! 
+    At step 120: The voltage exceeded the limit 5 times! 
+    At step 133: The voltage exceeded the limit 5 times! 
 
 
 .. code:: ipython3
@@ -168,104 +167,104 @@ the block seems to be demanding.
 
 .. parsed-literal::
 
+    ..............O.................
     ................O...............
-    ................O...............
-    ..................O.............
     ..................O.............
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+    ...................O............
     ......................O.........
     .......................O........
     ........................O.......
-    .........................O......
-    ..........................O.....
-    ..........................O.....
-    ...........................O....
-    ..........................O.....
+    ........................O.......
+    ........................O.......
     ...........................O....
-    ..............................O.
     ............................O...
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     ............................O...
+    .............................O..
     ............................O...
     .............................O..
-    ...........................O....
+    ..............................O.
+    .............................O..
     ............................O...
+    .............................O..
+    ..............................O.
     ............................O...
     ..........................O.....
     ..........................O.....
-    .........................O......
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+    ........................O.......
+    .........................O......
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     ....................O...........
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-    ................O...............
+    ..................O.............
+    .................O..............
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+    ...............O................
+    ............O...................
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+    .........O......................
+    ........O.......................
     .......O........................
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-    ......O.........................
-    .....O..........................
     .....O..........................
     ....O...........................
-    ..O.............................
+    ....O...........................
     ...O............................
+    ..O.............................
+    ..O.............................
     .O..............................
     .O..............................
-    O...............................
     .O..............................
+    O...............................
+    O...............................
+    ..O.............................
     .O..............................
     ..O.............................
     ...O............................
-    .O..............................
     ....O...........................
     ....O...........................
-    ...O............................
     ......O.........................
     ......O.........................
     ........O.......................
     ........O.......................
-    .........O......................
     ..........O.....................
-    ............O...................
-    ..............O.................
+    ...........O....................
+    .............O..................
     ...............O................
+    ................O...............
+    ................O...............
+    ..................O.............
     .................O..............
-    .................O..............
-    ...................O............
     .....................O..........
     ......................O.........
     .......................O........
-    .......................O........
-    ..........................O.....
+    ........................O.......
     .........................O......
     ..........................O.....
+    ..........................O.....
     ............................O...
-    .............................O..
-    ..............................O.
     ............................O...
     ............................O...
     .............................O..
-    .............................O..
-    .............................O..
-    ..............................O.
     ............................O...
     ............................O...
     ............................O...
-    ..........................O.....
-    ..........................O.....
+    .............................O..
+    ............................O...
+    ...........................O....
     .........................O......
-    .......................O........
+    ............................O...
+    ...........................O....
+    .........................O......
+    .........................O......
+    ........................O.......
     .......................O........
     ......................O.........
     ...................O............
     ....................O...........
-    .................O..............
+    ...................O............
     ................O...............
 
 
diff --git a/_sources/_notebooks/DataSet/example-creation.rst.txt b/_sources/_notebooks/DataSet/example-creation.rst.txt
index f53cadd0e3d..1358731ad0f 100644
--- a/_sources/_notebooks/DataSet/example-creation.rst.txt
+++ b/_sources/_notebooks/DataSet/example-creation.rst.txt
@@ -205,14 +205,14 @@ x-y loop example
 
 .. raw:: html
 
-    

+    

 
 
 
 
 .. parsed-literal::
 
-    []
+    []
 
 
 
@@ -247,14 +247,14 @@ x-y (array) loop example
 
 .. raw:: html
 
-    

+    

 
 
 
 
 .. parsed-literal::
 
-    
+    
 
 
 
diff --git a/_sources/_notebooks/plotting/auto_color_scale.rst.txt b/_sources/_notebooks/plotting/auto_color_scale.rst.txt
index 3f066bd75e9..40a76bf58da 100644
--- a/_sources/_notebooks/plotting/auto_color_scale.rst.txt
+++ b/_sources/_notebooks/plotting/auto_color_scale.rst.txt
@@ -171,7 +171,7 @@ example:
 
 .. parsed-literal::
 
-    
+    
 
 
 
@@ -254,7 +254,7 @@ clearer let's draw the histogram again:
 
 .. parsed-literal::
 
-    
+    
 
 
 
diff --git a/searchindex.js b/searchindex.js
index 681d01b496e..c053dbc6947 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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alazar1_external_trigger_coupl:36,alazar1_external_trigger_rang:36,alazar1_fifo_only_stream:36,alazar1_get_processed_data:36,alazar1_idn:36,alazar1_impedance1:36,alazar1_impedance2:36,alazar1_interleave_sampl:36,alazar1_mod:36,alazar1_records_per_buff:36,alazar1_sample_r:36,alazar1_samples_per_record:36,alazar1_timeout_tick:36,alazar1_transfer_offset:36,alazar1_trigger_delai:36,alazar1_trigger_engine1:36,alazar1_trigger_engine2:36,alazar1_trigger_level1:36,alazar1_trigger_level2:36,alazar1_trigger_oper:36,alazar1_trigger_slope1:36,alazar1_trigger_slope2:36,alazar1_trigger_source1:36,alazar1_trigger_source2:36,alazar:[3,11,93,133,137,152],alazar_driv:93,alazar_nam:[36,93],alazargetboardbysystemid:3,alazarparamet:3,alazarstartcaptur:93,alazartech:[3,36,91],alazartech_at:[3,36,93],alazartech_ats9360:[36,93],alazartech_ats9870:[3,93],alazartest:36,alert:14,alexcjohnson:143,algorithm:6,alia:[81,95,97,98,111],alik:108,all:[1,2,3,4,6,7,10,11,12,13,21,23,24,25,27,34,36,37,39,42,43,44,46,47,50,51,54,58,62,64,65,67,68,70,73,74,75,76,78,79,82,83,85,88,90,91,92,93,95,96,98,100,101,104,105,108,109,111,114,115,121,122,123,140,143,146,148,150,151,152,154,155,156,159,160],all_channels_off:115,all_channels_on:115,alloc:[36,93],alloc_buff:[36,93],allocated_buff:[36,93],allow:[1,3,4,10,11,24,34,36,42,43,46,47,55,60,61,62,64,67,77,83,85,86,88,96,101,104,108,111,114,115,120,143,149,151,159],almost:[64,114,159],alon:[60,70],along:[1,29,42,43,60,65,82,83,114,121,122,143,146,149,151,159],alongsid:[21,24],alpha:[30,54,96,101],alreadi:[9,65,70,74,82,151],also:[1,2,3,4,6,10,11,13,22,23,24,25,32,34,36,42,43,45,51,52,53,54,58,60,63,64,70,72,74,76,83,85,89,92,95,96,97,98,99,107,108,113,114,115,120,139,141,143,146,147,149,154,155,156,159],altern:[10,32,54,155],alternativli:32,although:[3,54,63,94,104,143,149,151,155],alwai:[1,2,3,4,11,14,20,25,33,42,43,53,55,58,76,82,95,100,104,114,115,143,159],always_nest:76,ambigu:149,amen:143,american:[60,106],american_magnet:[60,91],ami430:[91,137,140,152],ami430_2d:106,ami430_3d:[60,106],ami430except:106,ami430switchheat:106,ami430warn:106,ammet:159,among:[73,147,160],amount:[22,64,141,149,151],amp:[3,39,60,107,114],amper:117,ampl:[32,109],amplifi:[3,25,107,114,141,149,152],amplitud:[13,18,21,22,33,34,45,46,47,50,55,58,59,93,99,114,115,149,160],amplitude_unit:13,anaconda3:[30,31,35,155],anaconda:[154,155],analog:[34,100],analog_amplitude_n:115,analog_direct_output_n:115,analog_filter_n:115,analog_heat:42,analog_high_n:115,analog_low_n:115,analog_method_n:115,analog_offset_n:115,analys:111,analysi:[143,151,159],analyt:151,analyz:[52,61,94,141,152,154],angl:60,angle_deg:105,angle_rad:105,ani:[0,2,3,4,7,10,12,14,21,22,25,34,35,38,46,47,48,49,51,52,54,60,63,64,65,68,70,72,73,74,75,76,77,80,82,83,85,86,87,88,90,93,95,96,98,99,104,108,113,114,115,119,123,143,146,147,149,150,151,154,155,159,160],annoy:64,anoth:[6,8,21,25,26,54,73,80,85,97,115,117,149,154,159],answer:[95,101],anymor:4,anyon:10,anyth:[3,8,24,25,28,36,37,50,115,146,149],anywai:[21,34],ap_tim:28,apart:149,apertur:[26,28],api:[1,4,129,131,133,141,150,154,156,159],app:62,apparatu:146,appdata:2,appear:[45,55,64,115,151],append:[5,6,7,8,12,29,30,35,41,42,54,60,63,70,85,160],appli:[32,37,46,47,50,60,71,75,83,92,96,98,99,107,109,113,114,115,151],applic:[3,32,42,151,155],apply_auto_color_scal:64,approach:152,appropri:[1,11,93,115,151,159],approv:143,approxim:7,apropri:10,aqcuisit:50,aquir:61,arang:[3,4,5,11,30,41,42],arb:[32,109],arbitrari:[10,75,76,82,105,109,115,146,149,151,154],architectur:[154,160],arctan:54,area:64,arg:[1,2,3,12,13,30,31,35,41,42,43,65,75,82,83,85,87,93,100,106,108,113,121,122,151,160],arg_count:[31,43],arg_pars:75,argu:[64,149],argument:[0,1,3,6,10,12,14,20,25,31,32,34,43,66,70,71,74,75,82,87,98,104,106,109,114,146,151],arithmet:50,arm:[34,104],around:[13,51,52,54,64,70,93,143,159],arrai:[0,1,7,21,23,24,25,26,27,28,29,30,31,33,34,36,38,39,42,50,51,53,54,55,58,61,62,65,70,71,74,82,93,104,109,111,113,114,115,119,120,122,135,146,151,152,156,159,160],array0d_dataset:5,array0ddata:[5,14],array1d_dataset:5,array1ddata:[5,14],array_count:21,array_id:[0,1,21,23,24,25,26,27,28,31,33,36,39,50,51,53,58,61,62,70,74,160],arraycount:21,arraygett:20,arrayparamet:[3,11,13,27,94,96,109,111,113,114,115,129,152],arriv:159,arrow:149,asc:50,ascii:152,ascii_plotter_5bit:12,asctim:6,ask:[3,28,29,35,43,50,56,58,63,95,96,98,99,101,108,114,115,143,159],ask_channel:99,ask_modul:114,ask_raw:[18,98,115],asopc:93,asopc_typ:[36,93],asrl1:53,asrl2:88,asrl3:[45,99],asrl4:[26,108],asrl6:[31,46,47],asrl7:28,asrl:101,asrln:95,assert:[4,41,57,60,114,115],assign:[31,34,43,46,47,55,59,100,108,114,115,143,149],assigned_paramet:34,associ:[34,96,150,151,159],assuem:5,assum:[3,51,54,61,86,100,115,149,155,159],assumpt:[58,115,149],astafev:143,astyp:18,asymmetr:152,asymptot:11,async:158,asynchron:25,atob:[43,108],ats9360:[36,91,133],ats9870:[3,91],ats_acquisition_control:[36,91],ats_contr:36,ats_inst:36,atsapi:[3,93],atsdriv:36,attach:[1,3,34,67,71,78,79,80,91,96,100,111,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37,143,152,159],build_sweep:[58,104],built:[1,21,45,58],builtin:75,bunch:[7,58],bundl:115,burden:159,burn:12,burst:[109,152],burst_stat:13,busi:[42,92],button:[42,115,143,155],bwlimit1:36,bwlimit2:36,bwlimit:93,bwmode:58,byref:31,byte_rep:93,byte_to_bit:114,byte_to_value_dict:[3,93],bytecod:4,c_amp_in:[3,107],c_sample_typ:93,c_set:21,c_val:149,cabl:[34,115,159],cach:114,calc_set_point:115,calcul:[60,64,104,111,146,159],calibr:[91,93,152],california:4,call:[2,3,6,7,21,31,34,35,39,42,43,50,51,53,54,60,61,64,65,68,70,71,73,74,75,77,82,83,87,88,90,92,93,95,98,99,100,101,104,108,113,114,115,117,120,143,151,152,155,159],call_by_str:31,call_by_str_parsed_out:31,call_cmd:75,callabl:[6,25,34,35,66,68,71,73,80,83,87,89,90,104,108,114,120,138,159],callback:[6,12,93,151],callback_kwarg:16,callsig:54,came:93,camp1:38,camp:38,can:[0,1,2,3,4,5,6,7,8,10,11,12,14,15,21,22,23,28,29,32,33,34,39,40,41,42,43,44,45,46,47,48,49,50,51,52,54,55,57,58,59,60,62,63,64,65,66,69,70,71,73,75,76,80,82,83,85,86,89,92,93,94,95,96,97,100,101,104,108,109,111,113,114,115,119,120,121,122,123,141,143,146,149,150,151,152,153,154,155,156,159,160],cancel:[46,115],cann:15,cannot:[32,43,51,60,64,65,82,92,97,114,115,159],canva:[1,41,42],capabl:[10,37,146,154,159],capit:143,captur:[11,25,51,52,64,93,114,152],capture_config:[34,114],capture_data:114,capture_one_sample_per_trigg:[34,114],capture_r:34,capture_sampl:[34,114],capture_samples_after_trigg:[34,114],card:[3,11,36,92,93,96,137],care:[2,3,36,42,55,155],careful:101,cartesian:[43,60,159],cartesian_measur:60,cash:114,cast:[28,54,55,75,149],categori:[11,152],caus:[46,47,114],caution:[114,115,152],caveat:159,cbax:[6,8,9,10],cdirectori:30,cdll:[3,93],cell:[6,50,54],center:[51,52,64,113],central:[6,151],certain:[12,14,25,42,58,60,93,97,106,108,149,150],cesr:114,cffi:92,ch01:[42,47,97],ch01_i:46,ch01_irang:46,ch01_slope:[31,46],ch01_sync:31,ch01_sync_delai:31,ch01_sync_dur:31,ch01_v:[28,31,46],ch01_vrang:46,ch02:[42,46,47,97],ch02_slope:46,ch02_sync:46,ch02_v:[31,46],ch03:[42,97],ch04:[42,97],ch05:[42,97],ch06:[42,97],ch07:[42,97],ch08:[42,97],ch09:[42,97],ch0_offset:37,ch0_voltag:37,ch10:[42,97],ch11:[42,97],ch12:[42,97],ch13:[42,97],ch14:[42,97],ch15:[42,97],ch16:[42,97],ch1:[6,8,11,13,14,24,25,29,30,32,34,48,49,50,55,59,115],ch1_amp:[55,115],ch1_amplitud:40,ch1_amplitude_unit:40,ch1_burst_mod:40,ch1_burst_ncycl:40,ch1_burst_phas:40,ch1_burst_polar:40,ch1_burst_stat:40,ch1_curvedata:53,ch1_databuff:33,ch1_displai:[13,33],ch1_frequenc:40,ch1_function_typ:40,ch1_offset:40,ch1_output:40,ch1_posit:53,ch1_ramp_symmetri:40,ch1_ratio:33,ch1_scale:53,ch1_state:53,ch1_trigger_count:40,ch1_trigger_delai:40,ch1_trigger_slop:40,ch1_trigger_sourc:40,ch1_trigger_tim:40,ch1_voltag:37,ch2:[6,8,11,13,14,24,25,48,49,53,55,59,115],ch2_amp:[55,115],ch2_curvedata:53,ch2_databuff:33,ch2_displai:33,ch2_offset:[30,54],ch2_posit:53,ch2_ratio:33,ch2_scale:53,ch2_state:53,ch3:49,ch3_state:54,ch41_v:26,ch42_v:26,ch4:62,ch_name:3,ch_rang:110,cha0:91,chain:159,challeng:147,chan0:91,chan1:[58,66],chan1_list:30,chan2:58,chan:[96,100],chan_alia:56,chan_go:31,chan_list:67,chan_reset_1:31,chan_reset_2:31,chan_reset_3:31,chan_typ:67,chanc:[93,155],chandata:58,chang:[1,3,4,10,14,22,25,32,36,37,42,43,44,45,46,47,52,53,58,64,65,69,72,82,83,93,101,104,113,114,115,142,143,149,151,152,154,155,156,159],change_autozero:115,change_displai:115,change_fold:115,changearg:59,channel1:13,channel4:62,channel:[13,25,26,29,32,33,35,36,37,38,39,41,45,48,49,50,53,54,55,59,62,67,78,79,88,92,93,95,96,97,98,99,100,101,104,106,108,109,110,111,112,114,115,117,138,139,146,152,153,159],channel_a:[36,93],channel_b:36,channel_cfg:[30,115],channel_class:[97,98,111],channel_color:114,channel_id:114,channel_lett:98,channel_map:[59,115],channel_nam:[111,114],channel_name_command:97,channel_numb:99,channel_rang:93,channel_range1:36,channel_range2:36,channel_select:[36,93],channel_skew_n:115,channel_state_n:115,channel_to_read:[41,42],channelbuff:114,channelis:[39,100,115,141],channelist:67,channellist:[100,129],channum:[96,100,104,111],charact:[65,76,77,82,83,88,108,111,143,150],characteris:150,characterist:159,charg:[10,155],chassi:[96,97],check:[3,4,15,19,32,41,43,57,60,89,92,106,108,111,114,117,121,122,133,143,153,157,159,160],check_en:106,check_error:31,check_for_error:113,check_module_error:114,check_schema:2,check_stat:106,checklist:143,chees:152,chime:143,chnum:54,choic:[51,64,93,149],choos:[10,34,42,54,101,104,115,155,159],chore:143,chose:[6,7],chosen:[42,57,104],chx:25,circuit:[44,61,98,141],circular:149,circumst:149,circumv:64,claim:64,clariti:[3,14],classic:28,classmethod:[91,93,97,98],clean:[50,109,115,133,135,143],clean_str:109,cleanup:[74,140],clear:[12,30,31,33,51,53,54,55,88,96,114,115,149],clear_buff:93,clear_channel:[51,111],clear_error:105,clear_message_queu:[53,54,115],clear_waveform:115,clearer:64,clearli:[64,143,149],clearqueu:30,clearsequencelist:[29,34,55,59,115],clearwaveformlist:[29,34,55,59,115],clever:[6,144],cli:154,click:[1,44,155],clim:1,clip:[42,64,156,159],clock:[3,36,93,115],clock_edg:[36,93],clock_edge_fal:36,clock_edge_ris:36,clock_external_frequ:55,clock_freq:30,clock_sourc:[3,36,55,93,115],clone:[143,155],close:[1,4,7,26,29,37,39,41,43,46,47,51,53,54,55,56,58,60,92,97,98,104,108,113,140,143,152],close_ev:1,close_fil:74,closed_loop:[42,97],cls:2,cmd:[31,43,94,95,96,98,99,100,108,114,115],cmd_id:[34,114],cmd_id_nam:[34,114],cmd_str:31,coars:95,code:[1,3,4,34,63,75,83,94,95,97,99,105,114,123,133,144,147,149,150,154,156,159],codebas:[4,133,154],coil:60,coil_const:60,col:111,cold:108,collabor:150,collect:[6,21,24,85,93,146,151,154,159],colloqui:[3,108,115],colon:[92,96,98,99,107,108,113,114,115,143],color:[1,10,19,30,34,54,58,114,121,152,156],color_ov:[64,156],color_und:[64,156],colorbar:[1,6,10,64,70],colormap:156,column:[1,18,76,149,150,151,159],com2:88,com3:[45,99],com:[44,96,114,143,145,152,153,155],combin:[10,68,71,76,83,93,118,120,129,139,146,152,158,159],combinator:149,combined_set:0,combinedparamet:[0,129],come:[10,11,29,34,43,76,114,143,149,155,159],comma:[92,96,98,99,107,108,113,114,115],command:[1,3,4,27,28,31,34,36,42,43,45,53,54,58,75,83,92,95,96,97,98,99,100,101,105,108,109,111,114,115,129,143,146,152,154,155,156,159],command_delai:99,commenc:150,comment:[3,10,76,92,143],commit:[93,153,154,155],common:[3,64,92,96,98,99,107,108,111,113,114,115,146,159],commonli:[96,105,111,115],commun:[3,34,36,45,60,77,88,93,95,98,99,101,108,113,114,115,146,147,153,159],communc:60,compani:3,compar:[7,22,26,36,42,50,51,52,143],comparison:7,compat:[13,42,80,87,100,101,114,154,159],compatibil:115,compens:[115,149],compet:147,compil:55,complain:[25,159],complet:[1,11,29,31,45,50,54,70,71,92,93,115,149,150,151,159,160],completed_acquisit:50,completli:6,complex:[10,51,83,143,149,159],compliant:143,complic:[8,10,75,147,152,159],compon:[6,10,24,43,82,93,123,151,154,159],compos:[55,115,150],composit:[31,159],comprehens:[143,152],comput:[1,5,22,39,42,93,97,104,108,143,159],con:137,concaten:[6,15,29,34,55,100,143],concept:[63,149,160],conceptu:151,concern:149,conclus:28,concret:4,concurr:159,conda:155,condit:[3,25,66,83,92,108,115,159],config:[3,5,7,10,15,34,64,93,114,115,129,139,143,152,158],config_file_nam:69,configur:[4,14,15,41,52,58,69,92,93,113,115,132,151,152,154,158,159],conflict:[92,151,159],confus:34,confusingli:160,congratul:152,connect:[3,4,13,14,16,26,27,28,29,30,31,32,33,34,35,36,39,40,41,42,44,45,46,47,48,49,50,51,52,53,54,55,57,58,59,60,61,62,88,93,95,96,98,101,104,108,113,114,115,123,146,149,152,159],connect_messag:[3,4,95,100],consequ:159,consid:[3,6,25,39,50,64,115,143],consider:149,consist:[25,46,47,51,101,113,115,119,143,149,159],consol:4,consolid:154,constant:[13,20,25,42,58,60,101,104,113,114,149],constantli:42,constantvoltag:49,constitut:4,constraint:29,construct:[3,19,20,42,51,70,77,83,93,147,152,160],constructor:[3,65,70,82,97,101,121,122,151],consult:[114,159],consum:64,cont:[63,111,114,152],cont_meas_off:51,cont_meas_on:51,conta:104,contact:140,contain:[3,4,5,6,10,18,20,24,25,34,39,43,51,54,55,67,69,70,71,73,76,92,93,95,96,97,98,99,100,104,105,107,108,111,113,114,115,123,143,146,149,150,151,152,155,156,159,160],contantli:[41,42],content:[70,151,152],context:[14,36,93,98,99,108,115,147,152,159],contextmanag:8,contin:[94,115],contini:51,continu:[4,6,10,13,42,54,58,63,80,114,115,123,143,152],continuo:152,continuum:2,contrast:[4,143],contribut:[3,62,144,153],contributor:143,control:[2,3,11,23,24,35,36,37,38,39,41,46,47,51,54,58,93,95,97,99,101,106,108,111,113,115,133,137,149,152,154,156,159,160],control_mod:41,controlthermometri:108,conveni:[6,8,10,34,42,109,114,115,123,150,151,159],convent:[3,4],converg:42,convers:[115,143,149],convert:[3,4,22,60,70,72,93,100,108,114,115,149,159],convex:[43,108],coordin:[43,60],copi:[2,4,10,16,35,59,70,85,93,101,104,159],core:[0,1,5,6,7,9,10,13,14,15,18,30,31,33,34,35,36,38,41,42,50,51,52,53,56,58,59,61,114,143,149,152,154,156],corner:[35,38,64],correct:[1,3,10,37,41,50,54,58,60,63,74,93,96,109,114,139,147,149],correctli:[4,57,60,133,155],correl:10,correspond:[1,26,33,34,37,39,45,50,54,55,59,64,76,93,95,97,101,104,111,113,114,115,149,151],corrupt:134,cos:10,cosmet:[135,136],cost:[7,101,147],could:[6,31,34,54,143,149,151,159],coulomb:149,count:[12,21,31,45,75,92,100,115,151,160],counter:[2,23,25,45,73,92,93,99],counterintuit:147,coupl:[3,36,50,58,93,111,115],coupling1:36,coupling2:36,cours:[14,24,50,64,143,149,159],cov:143,cover:[34,55,64,143,160],coverag:[13,143,154],coveragerc:143,cpld:93,cpld_version:[36,93],cpu:[5,10,51],crash:[12,93,154],creat:[1,5,6,10,14,15,17,21,23,25,34,35,38,39,48,49,61,64,67,70,74,80,82,83,85,91,93,95,97,101,104,108,115,119,120,146,151,152,155,156,159,160],create_and_goto_dir:115,creation:[3,25,150,160],critic:[2,150,156],cryo:137,cryogen:141,ctl:45,ctwrapper:31,ctype:[3,93],cumbersom:100,curernt:160,curiou:10,curr:[3,27,38,39,57,107,114],current:[2,3,10,11,12,14,22,23,24,27,38,39,43,45,46,47,48,49,51,53,54,57,58,60,71,72,73,92,93,96,97,99,100,104,106,107,108,109,113,114,115,117,118,120,123,143,147,149,150,151,156,159,160],current_config:[2,69],current_config_path:[14,69],current_directori:55,current_field:60,current_persist:43,current_r:60,current_ramp_limit:[60,106],current_ramp_r:43,current_rang:57,current_schema:[2,69],current_source_shunt:42,current_target:[43,60],current_to_field:60,current_valu:31,current_waveform:[32,109],currentparamet:[3,38,107],cursor:151,curv:[27,41,96,97,109,115,152],curve_data:41,curve_nam:41,curve_numb:42,curve_x:41,curve_x_data:41,custom:[10,21,23,69,72,94,147,152],customawgfil:115,customgett:6,customis:100,cut:64,cutoff:152,cutoff_hi:114,cutoff_lo:114,cutoff_percentil:[64,156],cuttoff:152,cwd:[7,69],cwd_file_nam:[2,69],cycl:[3,32,35,36,38,39,40,114,159],cylindirc:60,cylindr:[43,60],cylindrical_measur:60,d5a:91,d5a_modul:101,d5mux:101,d_bdaq_c_interfac:92,d_val:149,dac0:22,dac1:[20,22],dac1_too_high:11,dac2:20,dac3:20,dac:[6,8,11,20,24,25,91,95,101,139],dac_ch1:[11,24,25],dac_ch1_set:[24,25],dac_ch2:[24,25],dac_channel_class:95,dac_commands_v_13:100,dac_control:11,dac_delai:101,dac_idn:[24,25],dac_slot_class:95,dac_step:101,dac_v:11,dac_verbose_channel:25,dacchannel:95,dacexcept:95,dacn:101,dacnam:101,dacread:95,dacslot:95,dacx:101,dai:[64,143],daili:155,dancer:143,daqnavi:92,daqnaviexcept:92,daqnaviwarn:92,dark:121,daset:152,dat1:34,dat2:34,dat3:34,dat4:34,dat:76,data1:51,data2:[17,23,53],data:[0,1,2,3,6,7,11,12,14,15,16,18,20,21,23,24,26,27,28,29,31,33,35,36,38,39,41,42,50,51,53,55,58,61,63,70,71,72,73,74,76,80,82,83,92,93,96,97,98,100,101,104,109,111,114,115,118,120,121,122,129,139,143,146,147,149,150,151,152,154,156,159,160],data_arrai:24,data_avgd:50,data_buff:31,data_channel:34,data_channel_3:34,data_channel_:34,data_dict:97,data_export:[6,7,11],data_hd:50,data_l:17,data_ld:50,data_outside_iqr:64,data_set:[2,7,9,11,12,14,15,16,17,18,24,25,31,74,115,132],data_v:83,data_with_outli:64,dataarrai:[0,1,21,24,38,65,71,74,82,120,129,146,159],databas:[5,7,8,9,10,11,12,147,149,150,152,156],databs:15,dataflow:93,dataformat:[50,152],dataformatt:143,datafram:[18,151],dataframe_from_dataset:151,dataid:[6,8,10,63],datamanag:[146,159],datamin:159,datamod:[0,21,26,38,58,160],datapoint:[7,62,115,156],datasav:[6,7,8,10,11,13,52,63,149,152],dataserv:[71,146,159],dataset:[0,1,2,6,9,10,11,13,14,15,16,17,18,20,21,23,24,25,26,27,28,31,33,36,38,39,50,51,52,53,58,61,62,63,64,70,73,74,76,82,115,118,119,120,129,133,141,146,156,158,160],dataset_hm:16,dataset_with_data_outside_iqr_high_outli:64,dataset_with_data_outside_iqr_low_outli:64,dataset_with_outli:64,datatyp:[11,93],date:[2,23,25,73,93,151],datetim:73,datetime64:18,dateutil:18,daunt:143,db_debug:[2,156],db_locat:[2,5,7,14,15,156],dbm:[4,51,61,111],dc50:13,dc_channel_numb:115,dc_output_level_n:115,dch:34,dcl:50,dclimit:50,ddl:92,deacadac:95,deactiv:[64,101],dead:11,deadlin:35,deal:43,dealt:159,dearest:64,debug:[2,6,17,18,30,53,58,61,62,63,156,159,160],debugmod:31,deca:37,decadac:[91,133,138,140,141,152],decadec:95,decai:6,decid:[2,6,15,55,121,149,150,155,159,160],decim:[36,93],declar:[92,149],decode_sensor_statu:97,decor:4,decoupl:143,decreas:26,deem:104,deep:150,deepcopi:16,deeper:35,def:[0,1,2,3,4,6,7,8,10,11,12,13,21,25,28,29,30,31,35,38,41,42,43,60,108,160],default_color_map:156,default_figs:1,default_fil:[2,156],default_file_nam:69,default_fmt:[2,156],default_fold:[2,156],default_formatt:[71,118,120],default_io:[71,118,120],default_measur:24,default_parameter_nam:140,default_timeout:99,defaultcolormap:2,defaulttestload:17,deferred_oper:129,defin:[0,2,3,6,7,10,13,34,42,51,52,54,58,64,65,75,82,97,98,99,101,107,108,113,114,115,143,146,147,149,151,152,156,159,160],definit:[4,50,58,75,111,159],defit:50,deg:[33,58],deg_to_rad:105,degre:[40,55,58,83],del:3,delai:[0,1,8,24,25,31,36,42,45,47,57,58,60,80,83,84,86,89,101,111,117,159,160],delay1:8,delay2:8,delay_in_points_n:115,delay_in_time_n:115,deleg:70,delegate_attr_dict:123,delet:[3,115,143],delete_all_waveforms_from_list:[30,54,115],delete_sequence_from_list:115,deliber:57,demand:[12,159],demo:152,demod1:[58,104],demod1_harmon:58,demod1_i:58,demod1_ord:58,demod1_phaseshift:58,demod1_phi:58,demod1_r:58,demod1_sampl:58,demod1_sampler:58,demod1_signalin:58,demod1_sinc:58,demod1_stream:58,demod1_timeconst:58,demod1_trigg:58,demod1_x:58,demod:58,demodul:[13,36,104,149,152],demodulation_acquisitioncontrol:[36,93],demodulation_frequ:[36,93],demonstr:[21,34],demontr:10,denot:[65,76,82,120],depend:[1,3,6,7,36,45,46,47,58,63,76,111,114,115,131,140,143,147,149,150,151,152,159],dependend:155,depends_on:149,deploi:[27,115],deprec:[30,70,115,136],deprecationwarn:[30,115],depth:62,deriv:[146,149],describ:[2,3,21,25,55,64,65,80,82,99,104,108,115,143,149,150,151,156,159],descript:[2,19,64,69,70,115,143,151,156,159],descriptor:101,design:[115,148,149,150,159],desir:[10,23,25,42,50,60,64,114,149],desktop:[31,43,155],destin:151,destruct:159,detail:[1,6,10,14,64,114,143,159],detect:[6,34,111,139],determin:[42,64,74,97,99,122],dev2235:58,dev:[2,5,27,28,44,133],develop:[4,104,144,154,155],deviat:29,devic:[4,42,44,45,52,88,92,96,98,99,101,104,108,111,113,114,115,137,159],device_clear:[42,88],device_descript:92,device_id:104,dft:[36,93],dg1062:[32,91],dg1062burst:109,dg1062channel:[32,109],dg1062z:32,dg1za195006397:32,dg4000:91,dg4062:109,dg4102:109,dg4162:109,dg4202:109,dhcp:42,diagon:146,diagram:149,dialogu:4,diamond:149,dicitonari:114,dict:[6,10,12,23,65,69,70,73,74,77,78,79,82,83,88,92,93,95,96,97,98,99,100,107,108,109,113,114,115,117,120,138,159],dict_kei:41,dictionari:[3,34,54,93,97,109,114,115,123,151,156,159],did:[3,26,149],didact:25,diff:115,differ:[1,2,3,6,7,10,11,14,21,22,23,39,51,59,65,71,82,97,100,104,111,113,114,115,143,146,147,149,150,151,152,154,159,160],differenti:70,difficult:[143,147,149],difficulti:[64,143],dig:[58,96,139],digit:[3,22,25,92,93,96,100,115,137],digital_amplitude_n:115,digital_high_n:115,digital_low_n:115,digital_method_n:115,digital_offset_n:115,digitis:12,dilut:108,dim:[13,61],dimens:[7,21,65,70,76,82,148,159],dimension:[1,70,71,108,149],dio:92,dir:[2,115],direcli:7,direct:[7,45,55,65,81,82,93,99,143,149],directli:[1,2,3,7,13,20,21,34,45,46,47,54,58,60,71,80,108,115,147,149,150,152,159],directori:[2,3,14,64,69,71,72,115,118,120,143,155,156],disabl:[36,55,63,67,71,106,113,152],disadvantag:159,disallow:149,disappear:159,disc:115,discard:156,disconnect:[42,113,156,159],discov:91,discret:159,discuss:[143,153],disk:[11,14,24,34,71,72,74,115,120,147,159],diskio:[24,71,73,118,120,129,146],displai:[0,1,3,6,7,9,10,13,15,18,26,28,30,31,33,34,35,36,38,41,42,50,51,52,53,56,58,59,61,62,64,111,114,115],display_clear:[26,28,31,105,115],display_format:61,display_grid:[51,111],display_norm:115,display_refer:61,display_scal:61,display_settext:[3,39],display_sij_split:51,display_single_window:51,display_text:[26,28],disregard:64,dissip:159,distanc:64,distinguish:30,distribut:154,div:[50,53],dived:91,divid:[83,91,137,138,152],divider_r:115,divis:[22,53,91],division_valu:91,divsion:91,dll:[44,92,93,113,152,159],dll_path:[3,93,113],dma:[92,93],dmm:[6,8,24,25,26,28,31,105,139,140],dmm_data_buff:31,dmm_idn:24,dmm_v1:24,dmm_v2:24,dmm_volt:28,dmm_voltag:25,do1d:8,do2d:8,do_acquisit:93,do_get_frequ:111,do_get_pow:111,do_get_pulse_delai:111,do_get_statu:111,do_get_status_of_alc:111,do_get_status_of_modul:111,do_set_frequ:111,do_set_pow:111,do_set_pulse_delai:111,do_set_statu:111,do_set_status_of_alc:111,do_set_status_of_modul:111,doc:[7,11,24,101,143,152,155],docstr:[3,21,42,65,75,82,83,115,143],document:[1,6,10,18,19,30,60,65,75,82,83,93,115,132,133,135,137,141,143,147,154,155,159],doe:[1,4,6,7,10,13,14,24,25,34,42,43,51,55,57,58,60,64,70,73,76,80,81,88,91,92,96,98,99,101,105,107,108,111,113,114,115,133,143,147,149,151,159],doesn:[3,4,21,54,70,92,115,143],dofastsweep:[27,39,115],doing:[5,36,42,51,143,159],domain:[58,108],domin:154,dominik:143,don:[1,3,4,5,7,14,15,19,53,74,85,86,95,100,115,143,151,159,160],dond:[18,42,152],done:[1,14,25,29,42,43,45,54,55,58,93,108,135,147,159,160],doneyet:6,door:42,dot:[2,143,156],doubl:[73,115,152],double_dataset:5,doubledata:[5,14],doubt:[58,143],dovog:[44,143],down:[3,6,13,24,39,42,43,52,54,55,60,143,149],downhil:6,download:[44,58,93,114,152,155],dp821:91,dp831:91,dp832:[91,152],dp8xx:[91,109],dp8xxxxxxxxxx:49,drain:149,dramat:159,draw:[41,42,64,149],drive:[99,115,149,150],driver:[4,13,20,21,25,32,33,36,39,45,46,47,50,51,52,53,54,58,60,61,62,63,91,92,93,94,95,96,97,99,100,101,104,105,106,107,108,109,111,113,114,115,116,117,133,135,136,137,138,139,140,141,143,154,158,159],driver_path:[44,98],driver_vers:[36,93],drivertestcas:91,drop:[57,133],drown:64,ds4000:91,dso:93,dtype:[11,16,30,151],due:[3,29,46,47,50,58,64,95,159,160],dummi:[6,8,20,25,30,36,119,152,160],dummy_2d_multi_paramet:6,dummy_set:36,dummychannelinstru:6,dummyinstru:[6,8,11,20,23,24,25],dump:93,duplic:[3,115],dur:[58,59],durat:[47,58],dure:[1,31,43,83,85,89,93,115,131,149,159,160],dut:[51,61,149],dwell:42,dynam:[46,47,92,152],e1cb66:54,e8267:105,e8267c:[91,137],e8267d:141,e8527d:[91,96,143],each:[0,1,3,4,5,6,10,11,12,14,17,21,23,24,25,26,27,28,29,31,32,33,34,35,36,37,38,39,40,42,43,45,46,47,50,51,53,54,55,58,61,63,64,65,70,71,74,75,76,77,80,82,83,85,92,93,95,99,100,101,104,109,114,115,121,122,123,143,146,147,149,150,151,154,159,160],eachot:160,earli:53,earlier:93,eas:147,easi:[4,13,20,36,143,146,147,149,154],easier:[104,140,141,143,159],easiest:2,easili:[1,6,25,63,115,151,154],echo:95,ect:147,edg:[34,36,50,53],edit:[64,155],editor:143,ee82e:54,effect:[50,64,93,115,149,156],effort:[3,147],eight:[46,47],either:[1,3,7,39,46,47,50,58,74,92,97,106,108,109,115,122,149,151,155,159],elaps:[12,31,35,38,152],elapsed_times_lvl:18,elapsed_times_r:18,electron:[3,154],elem1m1ch1:115,elem1m1ch2:115,elem1m2ch1:115,elem1m2ch2:115,elem2m1ch1:115,elem2m1ch2:115,elem2m2ch1:115,elem2m2ch2:115,element:[1,34,54,59,115,122,151,156,159],element_no:115,elemnum:54,elif:35,elnum:54,elpi:143,els:[2,6,10,11,31,34,37,42,43,51,55,92,115,143,149],elsewher:[123,149],emac:143,email:[143,153],embed:1,emerg:149,emit:[13,152],emoji:143,empow:64,empti:[2,14,15,21,25,35,54,95,111,151],emwri:13,enabl:[36,42,58,61,62,63,64,83,106,113,117,147,156],enable_forced_reconnect:[2,156],enable_record_head:[36,93],enable_remot:101,encapsul:[34,159],enco:31,encod:[31,75,83,92,151],encount:[92,97],encourag:[3,58,143],end:[3,6,14,15,23,64,73,85,88,92,93,111,115,143,147,150,151,154,159],endpoint:[26,115],enforc:[8,147,149],engin:36,enough:[4,6,25,92,97,108,143,146],ensuer:7,ensur:[34,50,53,61,93,108,114,143,147,149,151,155,159],entail:11,enter:[65,82,155,159],entir:[10,33,36,40,57,111,114,123,149,159],entri:[2,74,80,82,93,115,129],entrypoint:131,enumer:[6,8,10,58,59,113,150],enumerate_devic:98,env:[2,30,31,69,155,156],env_file_nam:[2,69],envelop:50,environ:[2,154,156],envis:147,eom:4,equal:[114,151,156],equip:[149,151],equitim:114,equival:[21,115,151,154],err:[99,113],error:[0,2,3,4,18,31,35,46,52,57,60,70,80,83,92,96,99,101,114,115,139,151,152,156,160],error_cod:[99,101],errorcod:92,errormsg:92,escap:18,especi:[64,155],esr:114,essenti:[25,105,114,150,151],establish:[42,60,149,150],estim:[64,149],etc:[1,3,21,24,37,39,51,65,70,75,82,115,143,149,151,159],ethernet:[3,4,48,49,77,115],etr_2v5:36,etr_ttl:36,eumer:86,evalu:87,even:[4,6,21,28,34,46,47,60,72,74,83,85,86,88,92,96,98,99,100,107,113,114,115,143,149,151,159],event:[54,55,58,92,93,95,114,115,152],event_input_imped:115,event_input_polar:115,event_input_threshold:115,event_jump:[29,34,55,115],event_jump_to:[29,34,55,115],eventu:[19,55],ever:150,everi:[1,3,6,12,24,32,34,68,71,80,90,104,114,151,155,159,160],everybodi:143,everyon:143,everyth:[15,54,58,73,129,143,149,151],exactli:[10,20,31,43,50,93,143,149,150,151],examin:[61,108],examp:152,exampl:[0,1,2,7,10,21,22,23,24,65,66,70,73,82,83,86,88,93,96,97,99,109,114,115,137,141,143,146,148,150,154,155,156,157,160],examplewaveform1:55,exce:[43,143],exceed:[12,54,92,108],excel:4,except:[2,3,18,30,31,32,43,57,60,63,92,94,95,96,98,99,106,108,109,114,115,117,124],excitation_mod:42,excitation_range_numb:42,exclus:[97,147],exec_funct:[31,43],exec_str:31,execut:[14,25,31,50,58,75,87,91,92,101,104,111,113,115,146,154,155,159],executor:160,exemplifi:[11,58],exept:58,exercis:[143,149],exis:51,exist:[3,6,8,13,15,18,25,42,51,54,73,74,86,92,115,118,120,141,143,147,149,151,154,156,159],exit:115,exit_kei:115,exmapl:19,exp:[5,6,8,15,57,63],exp_2:14,exp_container_tutori:[5,6,8,9,10,12,14,15],exp_id:[5,14,15],exp_nam:63,expand:[64,96,144],expect:[2,3,6,8,11,31,35,52,58,62,65,74,80,82,92,96,97,100,114,115,143,147,151,160],experi:[5,7,8,9,13,18,23,25,63,64,69,147,148,149,151,152,154,156,159],experiment:[6,7,8,9,10,11,13,52,63,64,149,151,154,159],experiment_contain:[6,7,8,9,11,12,14,63],experimentalist:149,experimentcontain:151,expir:31,explain:[10,14,42,143,147,149,150,152,155,156],explan:114,explanatori:61,explicit:[54,83,85],explicitli:[10,65,70,82,143,159],explor:[25,115,149],exponenti:[6,94],exponential_decai:6,exponentialdecai:55,export_data_as_json_heatmap:16,export_data_as_json_linear:16,expos:[42,43,100,111,156],express:[83,149,159],ext:[31,32,40,55],ext_trigg:33,extend:[54,76,85,97,111,151],extens:[55,76,113,115],extern:[10,36,40,93,111,113,115,151],external_add_n:115,external_clock:36,external_clock_10_mhz_ref:3,external_clock_10mhz_ref:36,external_clock_ac:3,external_reference_typ:115,external_sample_r:[36,93],external_startcaptur:[36,93],external_trigger_coupl:[36,93],external_trigger_rang:[36,93],externalrefparamet:113,extra:[21,28,65,82,83,96,98,99,108,115,117,143,150,159],extra_schema_path:2,extract:[97,108],extrainfo:113,extran:152,extrem:159,f008:108,f1d:91,face:147,facilit:[147,155],fact:[10,113,143,149],facto:149,factor:[3,46,47,58,149],factori:[94,115],fail:[2,140,143,159],failur:3,fairli:64,fairlt:10,faith:149,fake:42,falcon:143,fall:[14,34,111,115],fals:[2,6,10,13,16,21,24,30,31,35,37,38,42,46,47,51,57,58,62,63,64,65,70,71,82,83,84,94,95,96,100,101,105,106,108,109,111,114,115,120,151,156,159],familiaris:24,fanci:152,faq:158,far:[43,64,149],fast:[100,108,115,141,152,159],fast_external_clock:36,faster:[11,51,54,140,143],fastest:[54,58],fastsweep:39,fatol:6,favourit:[24,155],feasibl:[4,154],feat:143,featur:[1,3,4,10,34,37,62,64,133,137,138,139,140,141,144,154,156],fed:149,feed:[3,42,107,114],feedback:[86,149,152,159],feel:[10,62,143],fetch:[28,108],few:[23,40,51,75,96,104,143,148,153],fewer:[46,47],ff4500:54,ff8c00:54,fft:104,fgen:55,fgen_amplitud:55,fgen_dclevel:55,fgen_frequ:55,fgen_offset:55,fgen_period:55,fgen_phas:55,fgen_signalpath:55,fgen_symmetri:55,fgen_typ:55,field:[23,41,42,43,60,65,75,76,82,83,106,108,154,160],field_limit:[43,60,106,108],field_measur:60,field_persist:43,field_ramp_r:43,field_target:[43,60],field_target_cartesian:60,field_target_cylindr:60,field_target_spher:60,field_valu:108,field_vector:60,fieldvector:60,fifo:36,fifo_only_stream:[36,93],fig1:30,fig:[1,7,10,15,18,34,41,42,51,54,58,60,147,149],fig_x_po:121,fig_x_posit:121,fig_y_po:121,fig_y_posit:121,figax:10,figsiz:[1,25,34,121,122],figur:[1,10,30,31,34,54,58,63,121,122,143,150,159],figure_api:1,file:[2,6,8,10,15,18,25,34,55,64,69,71,73,74,76,92,93,101,108,113,115,118,120,134,143,152,155,158,159],file_loglevel:[2,156],file_path:115,filenam:[30,54,55,59,69,115],filepath:[18,54],filestructur:115,fill:[10,21,23,25,33,63,64,80,115,159],filter:[58,61,104],filter_slop:33,filw:115,final_simplex:6,finalis:18,find:[19,32,35,44,62,73,93,109,143,147,149,152,153,155,156],find_board:[36,93],find_modul:114,findal:108,finder:25,fine:[6,101,159],finish:[1,11,23,24,25,27,28,36,51,58,61,93,99,106,115,117,135,159],finit:[32,46,47,100,101],fire:[46,47],firmwar:[3,4,13,24,25,26,27,28,29,30,31,32,33,34,36,39,40,41,42,43,44,45,48,49,50,51,52,53,55,57,59,60,61,62,63,92,93,95,96,98,99,107,108,111,113,114,115,138],first:[1,2,4,6,7,8,10,12,14,21,23,24,25,28,29,31,32,34,36,40,42,45,51,54,59,60,62,64,65,70,76,82,83,87,94,106,115,121,122,143,149,151,152,155,159,160],first_delai:31,first_exp:14,first_param_list:6,fit:[34,54,61,93,114,143,149,151],five:[64,113],fix:[22,42,50,58,60,70,75,85,108,133,134,138,139,140,141,142,143,159,160],fixabl:143,fixtur:[4,9,91],flag:[46,47,93,101,113],flake8:143,flat:34,flavor:159,flexibl:[6,58,146,147,154],float_round:117,flow:[46,47,57],flower:11,flush:[40,114,115,147],flush_error_queu:[40,96],fly:[14,15],fmt:[2,23,25,73],fmt_counter:73,fmt_date:73,fmt_time:73,fname:115,focus:143,folder:[2,3,4,14,19,72,76,115,156],follow:[1,3,4,6,10,12,18,20,25,26,34,40,41,42,54,59,60,61,63,64,83,95,97,115,143,149,150,151,155,156,159,160],foo:[16,143,151,156,160],footer:143,forbidden:10,forc:[35,38,51,54,115,147],force_ev:115,force_logicjump:115,force_reload:115,force_trigg:[53,115],force_trigger_ev:115,force_triggera:115,force_triggerb:115,foreground:[140,159],foreground_color:121,foreign:92,forev:97,forg:[59,115],forget:19,fork:143,form:[3,4,6,27,59,75,93,108,149,151],format:[3,6,7,10,11,23,25,26,27,28,29,30,31,39,41,42,43,46,47,51,54,55,57,58,60,71,73,75,76,92,97,111,115,118,120,151,154,156,159],formatloc:[2,23,25,120,129,146],formatt:[17,24,71,118,120,129,137,146,152,156,159],formattedsweep:96,former:[27,28],formerli:[3,4,116],formul:147,formula:97,forth:6,forward:[36,72,93,133],foul:54,found:[3,4,14,43,51,54,74,87,92,93,97,101,114,115,143,150,152],four:[3,37,62,92,95,109,149],fourier:93,fourth:151,fpga:93,fpt:32,fraction:121,framework:[34,143,154,159],free:[6,62,92,98,151,155],free_mem:93,freedom:83,freeli:[149,151,159],freq:[13,32,51,59,109,113],freqfactor:13,frequenc:[3,11,25,33,34,51,58,59,61,63,93,94,111,113,114,115,149,152,160],frequency0:11,frequency1:11,frequency2:11,frequency_ext:[34,114],frequency_set:51,frequencysweep:[111,113],frequencysweepmagphas:111,frequent:[12,34,143],freshli:155,fridg:[108,152,154],friendli:104,from:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,18,20,22,23,24,25,26,27,28,29,31,32,33,35,36,37,38,39,40,41,42,44,45,46,47,50,51,52,54,55,57,58,59,60,61,62,63,64,65,70,71,73,74,75,76,80,82,83,92,93,94,96,97,100,101,104,105,107,108,111,113,114,115,117,118,119,122,123,139,143,145,146,149,150,151,152,154,159,160],front:[58,101,115],frontend:156,full:[0,7,18,34,40,45,46,50,57,58,64,71,76,114,115,118,120,151,154],full_nam:[0,16,24,25,36,70],full_trac:51,fulli:[10,50,51,58,64,143],fullrang:101,fun:[6,12,100],func:[3,31,87,115],func_nam:35,function_typ:13,functool:[6,8,61],fundament:159,further:[19,64,109,146,154],furthermor:[1,6,10,60,104],futur:[45,115,143,147,160],gain:[22,107,114,149],garbag:93,gate:[6,8,11,14,15,23,24,25,40,66,95,146,149,159,160],gate_frequ:160,gate_frequency_set:160,gauss:[6,8],gauss_model:[6,8],gaussian:[6,8],gave:54,gcc:92,gd_ch1:32,gee:58,gen:115,gener:[3,4,6,8,10,13,25,29,32,34,40,50,53,54,60,62,63,71,73,85,92,94,96,101,104,105,109,111,113,114,115,137,141,143,146,148,151,152,154,156,159],generate_awg_fil:[30,115],generate_channel_cfg:115,generate_sequence_cfg:115,geograph:156,get:[0,2,3,4,6,7,8,10,11,13,20,21,22,23,24,25,26,30,31,34,35,36,37,38,39,41,42,43,46,47,50,52,53,56,57,58,60,61,63,64,65,66,70,74,81,82,83,91,93,96,99,100,101,104,107,108,109,111,113,114,115,123,143,149,151,152,156,159,160],get_al:[101,108,111,115],get_arrai:64,get_board_info:93,get_buffers_en:101,get_capture_data:[34,114],get_chang:108,get_cmd:[3,4,10,11,25,83,84,93,108,160],get_compon:[43,60],get_current_folder_nam:115,get_data:[7,15,41,97,151],get_data_by_id:[7,11],get_data_channels_dict:[34,114],get_data_channels_paramet:[34,114],get_data_channels_valu:[34,114],get_data_set:[0,1,25,26,27,28,31,61],get_error:115,get_filenam:115,get_filter_valu:101,get_folder_cont:115,get_idn:[3,36,45,92,93,95,96,98,99,101,107,108,113,114,115],get_instrument_valu:91,get_jumpmod:115,get_last_error:99,get_latest:[53,58,65,82,83],get_list_of_first_param:6,get_metadata:151,get_mod:101,get_module_idn:114,get_module_statu:114,get_num_channel:93,get_number_of_channel:98,get_opt:96,get_paramet:151,get_pars:[3,4,83,84],get_parser_on_off:111,get_pol_dac:101,get_preambl:109,get_processed_data:[36,93],get_raw:[11,13,58,91,94,96,109,111,113,114,115],get_remote_set:101,get_sample_r:93,get_shaped_data_by_runid:6,get_sq_mod:115,get_sqel_loopcnt:115,get_sqel_trigger_wait:115,get_sqel_waveform:115,get_stat:115,get_v:6,get_valu:[34,114],get_voltag:114,get_ydata:[41,42],getattr:3,getcwd:[7,11,18,54],getlogg:[17,53,54,58,62,63],gettabl:[3,10,21,65,82,83,107,114,119,146,159],getter:[4,31,146],getx:160,ghz:[61,63],giga:103,giga_b:103,gimm:40,git:[35,152,154,155],github:[143,145,146,152,154],giulioungaretti:143,give:[1,4,21,25,32,42,60,61,62,63,64,80,95,108,115,143,159],given:[0,1,6,12,34,46,47,55,60,67,77,92,93,95,97,98,109,114,143,149,151,159,160],global:[3,37,50,51,99,152],glori:4,gloriou:12,gnuplot:[76,154],gnuplot_format:[17,18,24],gnuplotformat:[17,24,71,118,120,129,146,159],go_to:[29,34,55,115],goal:143,goe:[4,42,57],going:[3,20,34,62,101,149,150],golden:3,gone:[52,57],good:[2,3,10,13,25,41,43,53,55,58,111,143,147,148,150],googl:143,got:[18,28,143],gotexcept:30,goto_l:30,goto_root:115,goto_st:[54,115],goto_to_index_no:115,gotten:[40,46,47,54,159],gpib0:[13,33,34,35,38,41,57,61],gpib:[3,4,42,63,115,117],grab:155,grade:64,gradient:64,gradual:37,grai:[64,121],grant:149,graph:[25,61,65,82,83,149,151],graphic:149,graphicswindow:121,great:[50,143],greatest:159,green:34,grei:64,grid:[10,34,51,111,147],grim:15,ground:[50,97,111],group:[1,3,18,78,92,109,111,143,149,150,154,159],group_delai:63,group_paramet:42,groupparamet:42,grow:[149,153],grpx:[43,108],grpy:43,grpz:43,gs200:[91,136,141,152],gs200_monitor:117,gs200except:117,gs210:152,guarante:[2,34,43,114],gui:[1,2,31,38,58,143,154,156],guid:[1,93,141,143,150,153,155,156],guid_compon:156,guidelin:143,h5fmt:17,hack:[115,143,156],hackish:30,had:[11,54,92],half:[10,34,42,58,64],halfrang:101,halt:89,hammer_tim:23,han:54,hand:[7,10,54,55,64,147],handel:113,handl:[3,4,6,21,65,70,71,75,82,92,93,96,100,101,113,121,140,146,149,151,152],handle_buff:93,handle_clos:1,handler:[17,96],hang:143,happen:[3,6,46,47,54,70,87,93,149,159],happi:[143,152],hard:[115,143,150],harder:[143,159],hardwar:[46,47,54,59,60,63,95,98,99,101,108,111,113,115,143,146,159],harm:[32,109],harmon:33,harvard:[37,91],has:[1,3,6,10,11,12,21,24,25,33,34,37,39,40,42,45,46,47,50,52,53,54,57,58,60,62,63,64,65,70,76,82,83,92,93,96,97,104,106,113,114,115,143,149,150,151,156,159,160],has_current_r:106,has_pid:97,hasattr:[31,35,43],hasn:[3,92],have:[1,2,3,4,5,6,8,10,12,13,14,15,20,21,23,24,25,34,39,42,43,45,46,47,51,53,54,55,58,59,60,61,62,63,64,65,70,74,76,81,82,83,86,91,92,93,94,95,96,97,98,100,101,104,107,111,114,115,122,143,146,147,149,151,153,154,155,156,159,160],haz:135,hdf5:[137,159],hdf5_format:17,hdf5format:17,head:115,header:[36,40,92,143],heart:149,heat:[64,152],heater:[97,108,152],heater_1:41,heater_off:108,heater_on:108,heatmap:[16,121,122,149,156],heck:150,height:[121,122],helium:[108,140],help:[2,3,19,54,58,59,65,66,67,68,70,71,72,73,74,75,76,77,78,79,80,82,83,84,85,86,87,88,89,96,109,115,119,121,122,123,143,149,154,159],helper:[2,17,54,104,129,156],henc:[34,42,95,97],here:[1,3,4,6,7,10,13,14,21,33,34,36,39,41,42,44,45,46,47,50,51,58,64,70,92,96,97,98,99,100,104,107,108,113,114,115,119,143,149,150,151,155,159],hesit:143,hewlett:[61,94],hidden:62,hierarch:147,hierarchi:144,high:[3,11,25,34,50,55,64,97,111,115,143,147,159],high_definition_bandwidth:50,high_definition_st:50,higher:[60,148,156,159],highest:[14,73,156,159],highlevel:31,highli:[6,155],highz:32,hislip0:28,hist:64,histogram:64,histori:[115,143],hiswaveform:30,hkey_current_usersoftwareoxford:108,hmc8041:91,hmc8042:91,hmc8043:[48,91],hmc804x:[91,111],hmc:152,hold:[3,6,12,14,28,33,39,43,58,94,96,108,111,114,115,146,149,150,151,159,160],hold_repetition_r:115,holdoff:58,hole:152,home:[2,7,11,14,64,69,143,156],home_file_nam:[2,69],homepag:155,homogen:152,hood:6,hook:[10,91],hopefulli:62,horisont:[53,58],horizont:[53,152],horizontal_scal:53,host:[46,47,93],hot:2,hotfix:143,hound:[52,113],how:[2,3,6,10,11,14,20,21,25,42,45,51,54,58,60,61,64,65,74,76,80,82,83,85,86,93,108,121,143,145,146,149,150,152,153,159,160],howev:[4,7,10,32,43,50,51,60,64,93,143,147,149],hp33210a:91,hp8133a:91,hp8753d:[91,141,152],hp8753d_tutori:61,hp8753dtrace:94,hp_83650a:91,hpintpars:94,htm:[96,101],html:[1,4,44,88],http:[1,4,44,88,96,101,114,143,145,152,155],hub:42,huge:[65,82],human:[3,25,98,136,150],hw42000000:48,i3d:60,iPS:[137,152],ib_command_find:96,id1:76,id2:76,id3:76,idea:[3,25,55,111,143,149,150,152,153],ideal:143,ident:[3,21,39,104,115,160],identi:32,identif:156,identifi:[65,71,74,76,78,82,83,95,97,108,114,150,151,156],idl:[56,115,152],idn:[3,4,24,25,30,33,36,39,43,50,55,56,61,92,95,96,98,99,100,101,107,108,113,114,115],idn_dict:4,idn_param:95,idr:108,iew:64,if_bandwidth:63,iff:115,igh:108,ignor:[51,55,65,82,87,93,115],ignore_kwarg:31,igor:154,ill:149,illustr:[1,61,149],ilm200:91,ilm:[108,140],imag:[15,64],imagin:12,imaginari:[51,63],imedi:42,imm:[28,34,40,114],immedi:[25,26,32,40,45,46,47,67,72,93,104,114,123,143,147,152,159],immut:151,imp:30,impact:159,imped:[3,4,25,36,50,58,93,111,152],impedance1:36,impedance2:36,imper:143,implement:[36,42,60,62,63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_output1_en:58,signal_output1_imp50:58,signal_output1_offset:58,signal_output1_on:58,signal_output1_rang:58,signal_to_volt:93,signalhound:113,signalhound_usb_sa124b:[52,113],signatur:[6,54,65,66,67,68,70,71,72,73,74,75,76,77,78,79,80,82,83,84,85,86,87,88,89,92,115,119,121,122,123,152],signific:147,significantli:[51,151],silent:[3,30,96],silli:6,sim900:114,sim928:[91,137],sim:[4,42,114,141],similar:[1,4,14,25,34,96,111,113,115,159],similarli:[47,58,149,159],simpl:[4,7,8,13,20,21,22,25,27,33,36,51,53,66,72,75,81,89,122,143,147,151,152,154,159],simpler:143,simplest:[4,22,159],simplex:6,simpli:[2,4,6,8,10,11,29,42,45,52,55,58,64,75,83,115,149],simplifi:[95,143],simul:[6,10,42,108,141,146,152,154,158,159],simultan:[33,43,47,63,95,108],simultani:106,sin:[10,12,13,29,30,32,54,55,109],sinc:[1,3,4,12,22,24,25,43,58,60,95,104,108,115,149,159,160],sine:[13,29,50,53,55,59,62],sine_outdc:[34,114],sinesign:55,sing:51,singl:[1,3,13,21,25,34,35,36,38,39,51,52,63,65,76,83,85,92,93,95,96,97,100,106,111,115,119,122,132,143,146,149,151,152,155,159],single_dataset:5,single_iq:21,single_set:21,single_trigger_marker_1:34,singledata:[5,14],singleiqpair:21,singleton:7,sit:[39,149],site:[1,2,30,31],situat:[10,25,76,149,159],six:[46,47,92],sixteen:42,size:[1,7,25,34,45,65,71,82,83,93,101,113,114],size_byt:93,sketch:147,skew:149,skewed_parabola:17,skill:143,skip:[100,114,143],slack:[138,139,140,143,153,154],slash:72,slave:108,sleep:[3,6,12,13,28,31,32,33,35,38,41,42,43,45,46,47,53,54,86,89,101],slice:[51,85,146],slider:1,slider_demo:1,slightli:[6,36,39,136],slightly_newer_sampl:14,slope:[31,36,40,46,47,60,100],slot:[37,95,96,114],slot_mode_default:95,slot_nam:114,slow:[5,10,30,36,42,45,46,47,99,100,108,114,159],slow_command_timeout:99,slow_external_clock:3,slower:[7,54],slp:61,slvl:18,small:[7,10,39,46,47,51,58,92,94,132,143,149],smaller:[51,114],smart:[108,143],sml:115,smooth_timestep:114,smoothli:[64,114],smr40:91,sms120c:141,smu:3,smua:[3,27,39,115],smub:[3,39,115],snapshot:[0,3,25,36,38,65,67,70,77,78,82,83,88,100,114,115,123,133,136,139,140,149,152,159],snapshot_bas:[100,114],snapshot_get:[65,82,83],snapshot_valu:[65,82,83,114],socket:[42,43,77,108],soft:115,softwar:[3,40,42,58,100,104,109,113,115,140,143,152,159],software_revis:38,software_triggered_read:28,softwaredownload:44,solut:[7,30],solv:143,some:[0,3,4,10,11,13,14,18,23,24,25,30,32,34,36,42,47,55,57,58,64,65,75,77,82,83,85,95,114,115,143,149,151,152,156,159],some_g:23,some_gates_plunger_set:23,somebodi:143,somehow:[10,159],someon:[92,143],someth:[2,8,10,24,34,54,57,58,60,93,100,143,149,150,156,159],sometim:[3,10,11,21,22,25,58,76,151,159],somewhat:[6,149],somewher:[34,44],soon:[95,143],sophist:93,sort:[54,76,133,149],sour1:30,sour:30,sourc:[2,3,25,32,34,36,39,51,57,60,62,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,141,143,144,151,154,159],source1:30,source_mod:57,sourcecod:24,sourcemet:[3,27,115,137],sourcerange_i:39,sourcerange_v:[27,39],sp1:11,sp2:11,sp3:11,sp4t:98,space:[6,46,47,65,82,83,85,115,143,146,149],spam:64,span:[51,52,64,101,113,149],spann:101,spanx:101,spawn:[35,38],spcerr:[91,102],spdt:98,spdt_base:98,speak:[3,24],spec:[4,5,12,15,16,151],specfii:[5,15],special:[3,25,34,65,82,83,96,143,159],specif:[2,3,4,34,36,52,54,64,71,92,93,95,96,98,100,101,108,115,143,146,147,148,149,150,159],specifi:[1,10,22,34,40,44,45,54,60,64,65,74,80,82,91,92,98,99,101,104,113,114,115,117,122,123,143,149,151,156,159],specifiedta:115,spectrum3d:11,spectrum:[11,52,64,91,133,136,137,141,159],speed:[26,28,43,51,83,93,99,159],speed_tabl:99,speedup:139,spend:3,spent:29,sphere:43,spheric:[43,60],spherical_limit:43,spherical_measur:60,spi:101,spi_rack:101,spike:113,spirack:[101,141],splat:1,split:[28,51,56],spread:[52,153],spyder:155,sqel:115,sql:[11,159],sqlite:[6,11,133,147,150,156],sqlite_bas:16,sqrt:[11,43],squ:[32,109],squar:[10,53],squeez:7,squencer:115,squez:7,sr560:[3,91],sr830:[13,91,135,138,152],sr860:[34,91,133,141,152],sr860_120:18,sr860m:114,sr865:[91,141],sr865a:91,sr86x:[91,152],sr86xbuffer:114,sr86xbufferreadout:114,sr86xdatachannel:114,src:51,srs_sg384:114,srvalid:115,stabl:[88,155],stackoverflow:1,stage:[148,159],stai:[43,97,108,143,160],staircas:25,stale:159,stand:60,standalon:154,standard:[1,3,6,28,51,83,92,95,96,98,99,100,107,113,114,115,147,150,154],standardparamet:[1,21,38,129,141,146],standford:152,stanford:[114,138,141],stanford_research:[3,13,33,34,91],stanford_research_system:[13,33,34],stanford_sr865:114,start1:8,start2:8,start:[0,1,3,6,7,8,9,10,11,12,13,15,23,24,25,26,27,28,31,33,34,36,38,40,42,51,52,55,58,61,62,63,69,70,71,76,83,85,87,92,93,95,99,108,111,113,114,115,117,118,120,143,150,151,152,159],start_ad:7,start_captur:[34,114],start_freq:[61,113],start_heat:42,start_index:151,start_triggers_pulsetrain:114,startcaptur:36,startup:[4,46,47,94,100],stat:[96,105],state:[3,12,16,24,32,34,46,47,48,49,50,54,55,58,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ivial:[1,4,143,149],troubleshoot:159,trun:32,truncat:143,trust:83,truthi:[25,66],ts_end:24,ts_start:24,tsclientsourcecodesqcodesqcodesinstrumentparamet:13,tst:17,tstart:[35,38],tudelft:101,tune:[34,42,101,143],tupl:[1,6,10,12,21,34,54,58,64,65,70,75,82,96,100,104,113,114,115,121,122,151],turn:[3,10,13,28,32,34,39,48,49,50,51,57,58,59,96,106,108,115,117],turoti:25,tutori:[8,19,20,21,24,50,61,64,152,158],tutorial_auto_color_scal:64,tutorial_exp:[6,7],tutorial_sequ:55,tval:10,tweak:[6,10],twice:[10,29],twini:30,two:[1,3,5,6,7,12,14,15,21,24,25,27,28,29,33,39,41,42,44,45,51,53,54,55,64,70,83,93,94,97,100,104,106,114,115,143,147,149,151,152,155,160],two_q_corr_id:10,two_q_corr_valu:10,two_qubit_corr:[10,14],twopi:29,txt:[101,115],type:[0,1,2,6,7,10,11,16,21,23,24,25,26,27,28,29,31,33,35,36,38,39,42,50,51,53,54,58,61,62,63,65,66,67,68,70,71,72,73,74,75,76,77,78,79,80,82,83,84,85,86,87,88,89,91,92,93,96,98,99,100,101,104,107,113,114,115,119,121,122,123,139,143,147,151,155,156,159,160],typeerror:[31,43,66,86,115],typic:[70,143,152,159],typo:143,uc8:[99,152],ufh:137,uhf:[104,141,152],uid:108,uint16:30,unambigu:3,unassign:[46,47],unavail:92,unblock:44,uncanningli:4,unchang:151,uncommit:93,uncondit:115,uncondition:108,undefin:[36,40,92,113],under:[6,19,97,115,151,155],underli:[4,6,93,98,99,108,115,146,159],underrang:97,underscor:143,understand:[64,143,149,159],understood:149,undesir:[25,64,149],undo:115,unexpect:96,unfortun:149,unga:156,uni:101,unicorn:23,unif:141,uniformli:64,unimport:[7,115],uninterest:6,union:[12,70,75,79,83,85,91,93,94,96,113,115],unipolar:[42,97],uniqu:[70,96,150,151],unit:[0,3,4,7,11,12,13,16,21,22,24,25,36,38,41,43,45,46,47,58,65,68,70,82,83,90,94,96,97,101,104,106,108,111,113,114,117,136,137,143,149,152,159,160],unitless:[65,82,83],unittest:[17,91,143],unknown:3,unless:[42,46,47,70,143],unlik:[55,58,65,82,91,114],unload:115,unlock:[108,111],unnecessari:21,unpack:6,unravel:11,unrecogn:92,unregul:49,unrel:[152,159],unsav:159,unscientif:149,unsign:115,unstructur:6,unsubscrib:151,unsubscribe_al:12,until:[3,6,19,34,42,45,54,83,97,108,113,114,151,159],untru:149,unus:[114,120],unusu:[36,149],unwrapped_phas:63,updat:[1,2,4,14,25,30,31,42,43,46,47,50,51,53,55,58,61,63,65,69,82,83,93,94,96,100,104,108,111,113,114,115,117,121,122,123,140,146,151,152,159],update_acquisitionkwarg:[36,93],update_config:2,update_curr:[31,46,47,100],update_display_off:51,update_display_on:51,update_measurement_en:117,update_snapshot:123,upfront:[65,82],upgrad:[58,155],uphold:149,upload:[27,54,55,97,115,152],upload_awg_fil:30,upload_curv:97,upon:[1,10,12,40,43,46,47,91,114,150],upper:[64,97,156],uppercas:108,ups:60,upsteam:2,upto:115,urg:149,url:44,usabl:151,usag:[21,34,64,73,86,108,115,144,152,158],usb:[3,4,42,45,63,98,113,141,152],usb_sa124b:[52,91],usb_spdt:[44,91],usbhidmixin:91,use:[0,1,2,3,4,6,7,10,14,20,21,25,27,29,34,36,42,43,51,53,54,58,61,62,63,64,70,73,75,76,83,85,86,88,89,91,93,97,100,101,106,107,108,111,114,115,122,133,143,146,147,150,151,153,155,156,158,159,160],use_filt:42,use_lock:101,use_thread:[24,31],useag:150,used:[3,4,6,7,10,11,12,14,21,22,25,34,37,39,42,45,50,60,64,65,67,70,73,75,76,82,83,85,86,91,93,96,97,100,101,104,105,107,108,109,111,113,114,115,119,123,146,149,151,154,155,159],useful:[1,4,7,11,12,21,58,100,114,143,147,151,155,159],useless:64,user:[1,2,3,5,10,24,30,31,32,35,42,43,44,51,54,55,83,88,92,93,97,104,106,109,114,115,147,150,151,154,155,156,159],usernam:143,usernot:115,usersjenielseqcodesrc:2,usersjenielsesourcereposqcodesdocsexamplesqcodesrc:2,usersoemdocu:55,usersqcod:58,userwarn:[13,51,58,106],uses:[1,2,3,21,42,63,83,91,92,113,114,146,156,159],using:[1,3,7,11,13,14,23,25,34,39,42,43,46,47,54,55,58,60,64,69,74,76,88,94,96,97,101,106,113,115,141,143,146,147,154,155,159],usual:[3,7,10,25,42,62,78,79,100,114,115,149,159],util:[0,3,4,17,18,31,34,35,36,38,43,64,83,91,115,129,143,148,160],utilis:4,utopia:143,v11:53,v1_point:6,v1_step:6,v1ind:6,v1point:6,v2_point:6,v2ind:6,v2point:6,v_amp_in:114,v_in:114,v_out:114,v_rang:[46,47],val:[0,3,4,6,8,21,24,25,36,42,58,83,84,85,86,115,117,160],val_map:[3,36,83,84],val_step:43,valid:[0,2,3,4,21,31,35,38,51,63,65,69,75,82,83,85,86,97,101,109,114,115,119,121,129,137,138,139,143,144,149,156,159,160],valid_sensor_unit:97,valid_vec:43,validate_al:75,validate_datadict:97,validationerror:2,validator_for:2,valu:[0,1,2,3,4,6,7,8,11,12,15,20,21,22,23,24,25,26,27,31,33,35,36,38,39,42,43,44,46,47,50,51,52,54,55,58,60,61,64,65,68,69,70,73,75,76,80,82,83,85,86,90,91,92,93,94,95,96,97,99,100,101,104,106,108,111,113,114,115,146,149,151,152,159,160],valuabl:[24,143],value_round:101,value_typ:2,valueerror:[3,4,43,57,63,67,89,91,104,115],valv:108,var_nam:34,vari:[13,25,61,65,82,149,159],variabl:[34,76,83,97,114,115,143,146,149,152,156,159],variat:97,varieti:151,variou:[2,92,96,98,99,107,113,114,115,143,146,151],vast:149,vcm:97,vdif:97,vector:[10,60,106,156,159],vendor:[3,4,24,25,33,36,38,39,43,45,61,92,93,96,98,99,107,108,113,114,115],vendor_id:98,ver1:[13,33],verbos:[17,25,91,94,96,100,111,115,143],verbose_channel:25,veri:[4,6,36,42,46,47,58,63,64,93,96,100,149,159],verifi:[3,57,59,60,114],vernier:114,versa:[39,58,60],version:[3,10,21,23,25,30,42,43,50,52,53,92,93,95,96,100,101,105,108,111,113,114,115,133,135,154,155,160],versu:[115,149,152],vertic:[53,58,111,147,152],veryfirst:6,vi_error_rsrc_nfound:159,vi_error_tmo:31,via:[1,3,6,14,23,42,45,47,55,58,64,78,79,97,106,107,114,115,123,141,149,150,152,155,159],vibuf:31,vice:[39,58],view:[14,50,51,93,143],violat:43,vipuint32:31,virtual:[3,106,107,111,114,160],virtualivvi:160,vis:60,visa:[3,4,18,30,31,34,42,43,45,54,63,83,88,92,94,95,96,97,98,99,100,101,105,107,108,109,111,113,114,115,116,117,155,159],visa_handl:[30,31,88,95,108],visainstru:[4,94,95,96,97,99,100,101,105,108,109,111,114,115,116,117,129,141,146,152,159],visaioerror:31,visalib:[4,31,42,88,108],visess:31,visibl:[46,47,64],vision:143,visit:143,visual:[113,149,154],visualis:[6,54,59,152],viuint32:31,viwrit:31,vmix:97,vna:[51,61,111,113],vna_:51,vna_output_power_set:61,vna_paramet:[51,111],vna_s11:51,vna_s11_magnitud:51,vna_s11_phas:51,vna_s11_power_set:51,vna_s11_trac:51,vna_s12_trac:51,vna_s13_trac:51,vna_s14_trac:51,vna_s21_trac:51,vna_s22_trac:51,vna_s23_trac:51,vna_s24_trac:51,vna_s31_trac:51,vna_s32_trac:51,vna_s33_trac:51,vna_s34_trac:51,vna_s41_trac:51,vna_s42_trac:51,vna_s43_trac:51,vna_s44_trac:51,vna_trac:61,vogel:143,volatg:57,volt:[3,25,26,27,28,35,38,39,57,58,93,95,101,114,115,117],volt_0:38,volt_1:38,volt_:114,volt_set:38,voltag:[3,4,6,10,12,14,21,23,24,25,26,27,28,37,39,43,46,47,48,49,57,83,91,95,97,100,101,107,114,115,117,137,138,146,149,152,159],voltage_limit:57,voltage_rang:57,voltage_range_statu:100,voltage_raw:[3,107,114],voltagedict:114,voltagedivid:91,voltageparamet:114,voltmet:159,volunt:143,vpp:[13,40],vrang:[3,31,46,47,100],vsd:20,w8320_1:3,wai:[1,2,3,4,6,7,11,14,20,25,33,36,43,54,58,67,83,100,108,114,115,121,143,147,149,150,151,159,160],wait:[4,13,25,28,30,34,54,61,75,80,83,93,94,96,97,98,106,108,114,115,129,146,152,159,160],wait_cycle_tim:[42,97],wait_equilibration_tim:[42,97],wait_for_operation_to_complet:115,wait_for_run:115,wait_l:30,wait_toler:[42,97],wait_trigg:115,wait_until_samples_captur:[34,114],wait_until_set_point_reach:[42,97],wait_valu:115,walk:160,wall:[5,10,51],want:[0,1,2,3,6,10,12,13,14,20,32,34,37,50,51,53,58,60,62,63,64,65,71,82,91,92,93,98,100,143,144,146,149,151,153,155,156,158,159,160],warm_up:[42,97],warmup_heat:42,warn:[2,3,12,13,50,51,54,58,60,80,92,104,136,156],warp:152,wav:[18,30,100],wave:[29,30,50,53,62],waveform:[21,32,34,40,50,59,62,96,105,109,115,137,141,152,159],waveform_ch1:34,waveform_nam:115,waveform_param:109,waveformgenerator_33xxx:[13,96],waveformlib:30,waveformlist:[34,55,115],web:[58,104],week:143,weight:2,wein_sim:4,weinschel:[3,4,91],weinschel_8320:[3,91,152],welcom:[19,34,143,153],well:[1,4,10,20,41,42,48,50,58,64,67,74,92,95,96,98,99,107,108,113,114,115,143,149,151,159],went:60,were:[6,10,11,13,70,71,83,93,131,149,151],wf_dummi:30,wfm001ch1:115,wfm002ch1:115,wfm1:115,wfm1ch1:115,wfm1ch2:115,wfm2:115,wfm2ch1:115,wfm2ch2:115,wfm:[29,34,54,55,115],wfm_ch1_n1:55,wfm_ch1_n2:55,wfm_ch2_n1:55,wfm_ch2_n2:55,wfmch1pos1:115,wfmch1pos2:115,wfmch2pos1:115,wfmname:[30,54,115],wfmx:[29,55,115],wfmx_file:[29,55],wfmxfilefold:115,wfname_l:[30,115],wfs1:115,wfs2:115,wfs:115,what:[2,10,11,12,14,24,25,34,41,42,43,46,47,54,58,60,63,77,80,82,85,86,88,95,108,115,117,129,143,149,150,152,156,159,160],whatev:[28,93,149],wheel:143,when:[1,3,4,6,10,11,12,14,21,23,24,34,39,40,42,43,46,47,51,53,54,57,60,65,66,67,70,73,82,83,86,87,91,92,93,95,99,100,101,104,107,109,113,114,115,120,143,150,151,154,156,159,160],whenev:[114,115,159],where:[2,3,4,6,10,11,12,14,21,22,23,25,34,42,46,47,50,55,64,65,71,74,82,85,86,93,95,96,101,104,107,108,114,115,118,120,121,143,149,150,151,156,159,160],wherea:[28,149],whether:[11,34,37,43,50,74,76,77,83,100,106,108,109,115,143,149,155,159],which:[1,2,3,4,6,7,10,20,21,23,25,29,32,34,42,51,54,58,60,65,67,69,70,71,73,74,76,79,80,82,83,85,87,91,92,93,96,97,99,100,106,108,111,113,114,115,118,120,123,143,146,149,150,151,155,156,159,160],whish:0,white:[50,64,121,143],whitespac:76,who:[43,143,153],whole:[3,20,21,59,76,82,107,114,133,143,146,149,159],whose:[70,114,123,159,160],why:[58,143,149],widen:64,widget:[1,35,38,41,42,135],width:[121,122],wihpniel:143,wihtout:15,william:[24,30,31,43,58,143],williamhpnielsen:[100,114],win32:92,win:2,window:[3,10,35,38,51,93,108,115,122,140,155],window_titl:121,windowtitl:38,wire:[6,8],wish:[115,149],with_bg_task:[1,25,31,61],within:[1,3,36,42,62,64,67,70,87,89,93,97,104,108,113,143,150,154,159],without:[10,15,22,34,37,42,57,60,64,98,111,139,147,149,151,152,155,156,159],won:51,wonder:58,word:[14,34,42,43,149,150,152,153],work:[2,3,4,10,14,20,32,36,45,49,52,57,63,64,71,72,96,101,105,109,111,114,115,118,120,143,147,149,150,152,154,155,156,159,160],work_stat:156,workflow:[147,152,154],world:[143,149,154],worri:57,wors:143,worthwhil:24,would:[1,2,8,21,35,38,43,73,111,143,149,15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Parameters","Comprehensive Plotting How-To","QCoDeS config","Creating QCoDeS instrument drivers","Creating Simulated PyVISA Instruments","Dataset Benchmarking","The Context Manager aka the Measurement Object","DataSet Performance","Implementing doND using the dataset","Load old Data","Offline Plotting Tutorial","Paramtypes explained","Pedestrian example of subscribing to a DataSet","Example Measurements with Real Instruments","The Experiment Container","Experiment container and dasets","Subscriber with JSON export","Datasaving Examples","Logfile parsing","Plotting","Measure without a Loop","Parameters in QCoDeS","ScaledParameter","The Location Formatter","The Snapshot","QCoDeS tutorial","Agilent 34411A versus Keysight 34465A","Benchmark","Benchmark of Keysight 34465A","Benchmark of waveform upload to Tektronix AWG70002A","Benchmark of waveform upload to Tektronix AWG5014C","QDac and Keysight 34465 sync and buffer","Example notebook for the Rigol DG 1062 instrument","QCoDeS example with SR830","Standford Research SR86x Lock-in Amplifier example (with buffered readout)","Qcodes example with Agilent 34400A","Qcodes example with Alazar ATS 9360","Qcodes example with Decadac","Qcodes example with Ithaco","Qcodes example with Keithley 2600","Qcodes example with Keysight 33500B","Lakeshore 325 driver example","Example usage of the Lakeshore Model 372 to control the temperature of the Bluefors fridge","QCodes example with Mercury iPS","Example for Minicircuits Switch Boxes controlled via USB","Qcodes example with Newport AG-UC8 piezo motion controller","Qcodes example with QDac","Qcodes example with QDac_channels","Qcodes example with R&S HMC 8043 Power supply","Qcodes example with Rigol DP832 Power supply","Qcodes example with Rohde Schwarz RTO 1000 series Oscilloscope","Qcodes example with Rohde Schwarz ZN20/8","Frequency trace","QCoDeS Example with Tektronix TPS2012","QCoDeS Example with Tektronix AWG5014","QCoDeS Example with Tektronix AWG70002A","Qcodes example with Triton","Qcodes example with Yokogawa GS200/GS210","QCoDeS Example with ZI UHF-LI","Qcodes+broadbean example with Tektronix AWG5208","QCoDeS example with AMI430","Qcodes example with HP8753D","Example Notebook for Keysight Infiniium Oscilloscopes","Example Notebook for Keysight Network Analyzers","Auto Color Scale","qcodes.ArrayParameter","qcodes.BreakIf","qcodes.ChannelList","qcodes.CombinedParameter","qcodes.Config","qcodes.DataArray","qcodes.DataSet","qcodes.DiskIO","qcodes.FormatLocation","qcodes.Formatter","qcodes.Function","qcodes.GNUPlotFormat","qcodes.IPInstrument","qcodes.Instrument","qcodes.InstrumentChannel","qcodes.Loop","qcodes.ManualParameter","qcodes.MultiParameter","qcodes.Parameter","qcodes.StandardParameter","qcodes.SweepFixedValues","qcodes.SweepValues","qcodes.Task","qcodes.VisaInstrument","qcodes.Wait","qcodes.combine","qcodes.instrument_drivers package","qcodes.instrument_drivers.Advantech package","qcodes.instrument_drivers.AlazarTech package","qcodes.instrument_drivers.HP package","qcodes.instrument_drivers.Harvard package","qcodes.instrument_drivers.Keysight package","qcodes.instrument_drivers.Lakeshore package","qcodes.instrument_drivers.Minicircuits package","qcodes.instrument_drivers.Newport package","qcodes.instrument_drivers.QDev package","qcodes.instrument_drivers.QuTech package","qcodes.instrument_drivers.Spectrum package","qcodes.instrument_drivers.Spectrum.py_header package","qcodes.instrument_drivers.ZI package","qcodes.instrument_drivers.agilent package","qcodes.instrument_drivers.american_magnetics package","qcodes.instrument_drivers.ithaco package","qcodes.instrument_drivers.oxford package","qcodes.instrument_drivers.rigol package","qcodes.instrument_drivers.rigol.private package","qcodes.instrument_drivers.rohde_schwarz package","qcodes.instrument_drivers.rohde_schwarz.private package","qcodes.instrument_drivers.signal_hound package","qcodes.instrument_drivers.stanford_research package","qcodes.instrument_drivers.tektronix package","qcodes.instrument_drivers.weinschel package","qcodes.instrument_drivers.yokogawa package","qcodes.load_data","qcodes.measure.Measure","qcodes.new_data","qcodes.plots.pyqtgraph.QtPlot","qcodes.plots.qcmatplotlib.MatPlot","qcodes.station.Station","qcodes.utils.command","qcodes.utils.deferred_operations","qcodes.utils.helpers","qcodes.utils.metadata","qcodes.utils.validators","Classes and Functions","Private","Public","Changelog for QCoDeS 0.1.1","Changelog for QCoDeS 0.1.10","Changelog for QCoDeS 0.1.11","Changelog for QCoDeS 0.1.2","Changelog for QCoDeS 0.1.3","Changelog for QCoDeS 0.1.4","Changelog for QCoDeS 0.1.5","Changelog for QCoDeS 0.1.6","Changelog for QCoDeS 0.1.7","Changelog for QCoDeS 0.1.9","Changelogs","Contributing","Community Guide","Source Code","Object Hierarchy","Dataset Design","DataSet","Interdependent Parameters","Introduction","DataSet Specification","Examples of using QCoDeS","Get Help","Qcodes project plan","Getting Started","Configuring QCoDeS","QCodes FAQ","User 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,159,160],POS:[31,40,50,101],PRs:143,SRS:137,THE:[50,58,152],THERE:152,TPS:[53,137,138],That:[3,11,14,23,42,85,86,115,149,150,152,160],The:[0,1,2,3,8,10,11,12,13,20,22,26,27,28,31,32,33,34,36,37,39,40,41,42,43,44,45,46,47,50,51,52,53,54,55,57,58,59,60,61,62,63,64,65,67,68,70,73,75,76,77,80,82,83,85,87,88,90,91,92,93,95,96,97,98,100,101,104,108,109,111,113,114,115,117,121,122,133,141,143,145,147,149,150,151,152,155,156,159,160],Then:[4,33,42,45,51,54,55,58,62,143,149,155,160],There:[1,3,4,7,14,25,37,39,42,45,53,54,64,97,108,141,143,146,149,151,155,156],These:[3,10,15,34,46,47,58,64,76,113,114,115,152,159],Use:[30,34,65,71,82,83,93,115,143,154,156],Used:[109,115],Useful:[34,81,83],Uses:73,Using:[10,14,152,158],Will:[70,82,156],With:[32,51,60,155,159],_000_000_000:36,_10:[50,51],_11:[51,58],_13:[33,62],_14:[39,61],_15:31,_16:[27,53],_17:24,_2017:23,__call__:[31,43,73],__class__:[0,24,25,36],__del__:93,__doc__:[42,58,65,75,82,83],__enter__:[35,38],__exit__:[35,38],__file__:[4,42],__getattr__:[67,100],__init__:[3,4,11,21,35,38,42,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,95,119,121,122,123,160],__iter__:[85,86],__main__:30,__name__:58,__next__:86,__param__:151,__repr__:95,_alazar:93,_assigned_fg:31,_ats_dll:3,_attenu:91,_bdaqctrl:92,_call:31,_check_for_error:35,_check_respons:35,_coil_const:60,_count:21,_current_r:60,_current_ramp_limit:60,_display_settext:3,_do_measur:18,_error_queu:35,_expect_error:35,_field_limit:43,_get:160,_get_cmd:108,_get_temp_channel:56,_handl:3,_indic:21,_instrument:[3,31,35],_instrument_list:160,_irang:3,_keysight_344xxa:96,_measured_param:3,_mode:115,_parent:3,_poll:35,_ramp_stat:95,_ramp_tim:95,_randomnumber_:23,_raw:3,_read_cmd:108,_recv:108,_rem_file_path:30,_response_queu:35,_return_handl:31,_rigoldp8xx:109,_rohdeschwarzhmc804x:111,_run_loop:31,_run_wrapp:31,_save_v:[3,43,65,82],_scale_param:21,_send:108,_set:160,_set_async:160,_set_blocking_t:42,_set_both:160,_set_target:43,_setget:[27,28],_step:114,_subplot:[6,10,52,63],_syncoutput:31,_t0:95,_trace:51,_val:21,_vrang:3,_win32:92,_write_cmd:108,_write_respons:100,a118e754f9e:35,a18:[44,141],a6fc2471013f:43,a_good_run:14,a_nother_run:14,a_sweep:24,a_val:149,abax:6,abil:[135,149],abl:[60,147,149,151,155,159,160],abort:[28,113],abort_measur:28,about:[3,4,14,24,34,35,36,45,47,50,51,57,58,64,115,143,146,149,151,153,154,156,160],abov:[1,3,4,6,7,10,11,13,34,42,45,51,54,92,115,149,155,159],abridg:3,abs:[60,97],abscissa:149,absolut:[14,45,58,72,99,115,143,156],accept:[3,43,71,72,74,75,76,87,92,96,98,99,107,108,113,114,115,149,151,159],acces:[25,54],access:[1,6,7,13,32,41,58,67,92,93,106,109,114,149,152],accident:151,accommod:[109,115],accompani:143,accord:[42,97,99,115,149,150,155],accordingli:[31,97],account:[83,91,95,143,155],accumul:45,accur:[65,66,67,68,70,71,72,73,74,75,76,77,78,79,80,82,83,84,85,86,87,88,89,119,121,122,123],achiev:[42,54,64],acknowledg:77,acquir:[4,27,31,33,34,36,39,50,51,58,62,93,104,114,152,159],acquire_averag:13,acquire_point:[13,62],acquire_sample_r:[13,62],acquisiion:93,acquisit:[28,36,51,58,93,104,113,114,143,152,159],acquisition_conrol:93,acquisition_control:[36,93],acquisition_controller_acquisit:36,acquisition_mod:114,acquisition_sample_r:50,acquisitioncontrol:93,acquisiton:93,acquist:93,acqusit:50,across:[6,46,47,57,96,150,159],act:[70,83,91],action:[1,6,10,13,20,21,24,31,35,56,66,70,80,104,115,119,123,129,146,152,154,159,160],action_indic:[24,31,70],activ:[1,2,14,50,64,96,108,111,146,155],activeloop:[24,80,146],actual:[1,3,6,13,26,34,42,45,57,60,64,91,93,101,111,115,143,149,150,159],actuat:45,acut:0,adapt:[6,85,86],adaptivesweep:[86,146],adawpt:86,adc:101,add:[1,2,3,4,6,7,14,15,17,25,28,31,33,39,41,42,51,53,58,61,71,73,77,78,88,93,96,97,100,101,104,105,111,114,115,120,121,122,123,135,136,139,143,146,151,152,155,156],add_after_run:[6,13],add_arrai:[70,71,120],add_before_run:[6,13],add_channel:[51,98,111],add_compon:[17,30,39,123],add_funct:[78,79,143],add_metadata:[15,151],add_paramet:[3,4,11,15,25,78,79,114,143,151,159,160],add_parameter_valu:151,add_post_trigger_act:104,add_result:[5,6,7,8,10,11,12,13,15,16,52,63,149,151],add_signal_to_sweep:[58,104],add_submodul:[3,78,97],add_subplot:[30,54],add_subscrib:6,add_tim:7,addblueprint:59,added:[1,6,10,12,14,24,42,51,60,65,70,71,104,114,115,120,121,122,123,133,141,143,147,150,151,155,159],addel:59,adding:[1,6,12,58,64,150,151,152],addit:[1,3,43,54,77,78,83,88,106,107,108,113,114,147,151,154,155,156,159],addition:[1,58,104],address:[3,4,34,42,45,47,48,49,56,60,62,63,67,77,88,94,95,96,97,98,99,100,101,105,106,108,109,111,114,115,116,117,143,159],addsubsequ:59,addtion:42,adjust:[10,34,51,60,61,62,101,159],adjust_parameter_valid:101,adopt:154,advanc:[6,83,147],advantag:1,advantech:[91,137],advantech_pcie_1751:92,aeroflex:[3,4,116],affect:[45,58,72,104,143],after:[1,12,14,24,25,31,32,36,45,52,76,80,83,87,93,99,104,108,114,115,135,143,149,150,151,152,155,156,159],ag_uc8:[45,91],again:[34,36,43,57,64,115,155,159],against:[146,149],aggeg:0,aggreag:0,aggreg:[68,90,152,160],agi:[26,35,38],agil:[13,38,40,63,91,96,137,143,152],agilent1:[35,38],agilent2:[35,38],agilent_34400a:[26,35,38,91],agilent_34401a:105,agilent_34410a:105,agilent_34411a:105,agilent_e8527d:[105,143],agilent_hp33210a:105,agilent_volt:26,agili:99,agre:150,agreement:39,agument:66,ahead:[58,85,86],aid:159,aim:[1,147,149,150],airbnb:143,aka:[143,152],akin:159,ala:154,alazar1:36,alazar1_alloc_buff:36,alazar1_allocated_buff:36,alazar1_aux_io_mod:36,alazar1_aux_io_param:36,alazar1_buffer_timeout:36,alazar1_buffers_per_acquisit:36,alazar1_bwlimit1:36,alazar1_bwlimit2:36,alazar1_channel_range1:36,alazar1_channel_range2:36,alazar1_channel_select:36,alazar1_clock_edg:36,alazar1_clock_sourc:36,alazar1_coupling1:36,alazar1_coupling2:36,alazar1_decim:36,alazar1_enable_record_head:36,alazar1_external_sample_r:36,alazar1_external_startcaptur:36,alazar1_external_trigger_coupl:36,alazar1_external_trigger_rang:36,alazar1_fifo_only_stream:36,alazar1_get_processed_data:36,alazar1_idn:36,alazar1_impedance1:36,alazar1_impedance2:36,alazar1_interleave_sampl:36,alazar1_mod:36,alazar1_records_per_buff:36,alazar1_sample_r:36,alazar1_samples_per_record:36,alazar1_timeout_tick:36,alazar1_transfer_offset:36,alazar1_trigger_delai:36,alazar1_trigger_engine1:36,alazar1_trigger_engine2:36,alazar1_trigger_level1:36,alazar1_trigger_level2:36,alazar1_trigger_oper:36,alazar1_trigger_slope1:36,alazar1_trigger_slope2:36,alazar1_trigger_source1:36,alazar1_trigger_source2:36,alazar:[3,11,93,133,137,152],alazar_driv:93,alazar_nam:[36,93],alazargetboardbysystemid:3,alazarparamet:3,alazarstartcaptur:93,alazartech:[3,36,91],alazartech_at:[3,36,93],alazartech_ats9360:[36,93],alazartech_ats9870:[3,93],alazartest:36,alert:14,alexcjohnson:143,algorithm:6,alia:[81,95,97,98,111],alik:108,all:[1,2,3,4,6,7,10,11,12,13,21,23,24,25,27,34,36,37,39,42,43,44,46,47,50,51,54,58,62,64,65,67,68,70,73,74,75,76,78,79,82,83,85,88,90,91,92,93,95,96,98,100,101,104,105,108,109,111,114,115,121,122,123,140,143,146,148,150,151,152,154,155,156,159,160],all_channels_off:115,all_channels_on:115,alloc:[36,93],alloc_buff:[36,93],allocated_buff:[36,93],allow:[1,3,4,10,11,24,34,36,42,43,46,47,55,60,61,62,64,67,77,83,85,86,88,96,101,104,108,111,114,115,120,143,149,151,159],almost:[64,114,159],alon:[60,70],along:[1,29,42,43,60,65,82,83,114,121,122,143,146,149,151,159],alongsid:[21,24],alpha:[30,54,96,101],alreadi:[9,65,70,74,82,151],also:[1,2,3,4,6,10,11,13,22,23,24,25,32,34,36,42,43,45,51,52,53,54,58,60,63,64,70,72,74,76,83,85,89,92,95,96,97,98,99,107,108,113,114,115,120,139,141,143,146,147,149,154,155,156,159],altern:[10,32,54,155],alternativli:32,although:[3,54,63,94,104,143,149,151,155],alwai:[1,2,3,4,11,14,20,25,33,42,43,53,55,58,76,82,95,100,104,114,115,143,159],always_nest:76,ambigu:149,amen:143,american:[60,106],american_magnet:[60,91],ami430:[91,137,140,152],ami430_2d:106,ami430_3d:[60,106],ami430except:106,ami430switchheat:106,ami430warn:106,ammet:159,among:[73,147,160],amount:[22,64,141,149,151],amp:[3,39,60,107,114],amper:117,ampl:[32,109],amplifi:[3,25,107,114,141,149,152],amplitud:[13,18,21,22,33,34,45,46,47,50,55,58,59,93,99,114,115,149,160],amplitude_unit:13,anaconda3:[30,31,35,155],anaconda:[154,155],analog:[34,100],analog_amplitude_n:115,analog_direct_output_n:115,analog_filter_n:115,analog_heat:42,analog_high_n:115,analog_low_n:115,analog_method_n:115,analog_offset_n:115,analys:111,analysi:[143,151,159],analyt:151,analyz:[52,61,94,141,152,154],angl:60,angle_deg:105,angle_rad:105,ani:[0,2,3,4,7,10,12,14,21,22,25,34,35,38,46,47,48,49,51,52,54,60,63,64,65,68,70,72,73,74,75,76,77,80,82,83,85,86,87,88,90,93,95,96,98,99,104,108,113,114,115,119,123,143,146,147,149,150,151,154,155,159,160],annoy:64,anoth:[6,8,21,25,26,54,73,80,85,97,115,117,149,154,159],answer:[95,101],anymor:4,anyon:10,anyth:[3,8,24,25,28,36,37,50,115,146,149],anywai:[21,34],ap_tim:28,apart:149,apertur:[26,28],api:[1,4,129,131,133,141,150,154,156,159],app:62,apparatu:146,appdata:2,appear:[45,55,64,115,151],append:[5,6,7,8,12,29,30,35,41,42,54,60,63,70,85,160],appli:[32,37,46,47,50,60,71,75,83,92,96,98,99,107,109,113,114,115,151],applic:[3,32,42,151,155],apply_auto_color_scal:64,approach:152,appropri:[1,11,93,115,151,159],approv:143,approxim:7,apropri:10,aqcuisit:50,aquir:61,arang:[3,4,5,11,30,41,42],arb:[32,109],arbitrari:[10,75,76,82,105,109,115,146,149,151,154],architectur:[154,160],arctan:54,area:64,arg:[1,2,3,12,13,30,31,35,41,42,43,65,75,82,83,85,87,93,100,106,108,113,121,122,151,160],arg_count:[31,43],arg_pars:75,argu:[64,149],argument:[0,1,3,6,10,12,14,20,25,31,32,34,43,66,70,71,74,75,82,87,98,104,106,109,114,146,151],arithmet:50,arm:[34,104],around:[13,51,52,54,64,70,93,143,159],arrai:[0,1,7,21,23,24,25,26,27,28,29,30,31,33,34,36,38,39,42,50,51,53,54,55,58,61,62,65,70,71,74,82,93,104,109,111,113,114,115,119,120,122,135,146,151,152,156,159,160],array0d_dataset:5,array0ddata:[5,14],array1d_dataset:5,array1ddata:[5,14],array_count:21,array_id:[0,1,21,23,24,25,26,27,28,31,33,36,39,50,51,53,58,61,62,70,74,160],arraycount:21,arraygett:20,arrayparamet:[3,11,13,27,94,96,109,111,113,114,115,129,152],arriv:159,arrow:149,asc:50,ascii:152,ascii_plotter_5bit:12,asctim:6,ask:[3,28,29,35,43,50,56,58,63,95,96,98,99,101,108,114,115,143,159],ask_channel:99,ask_modul:114,ask_raw:[18,98,115],asopc:93,asopc_typ:[36,93],asrl1:53,asrl2:88,asrl3:[45,99],asrl4:[26,108],asrl6:[31,46,47],asrl7:28,asrl:101,asrln:95,assert:[4,41,57,60,114,115],assign:[31,34,43,46,47,55,59,100,108,114,115,143,149],assigned_paramet:34,associ:[34,96,150,151,159],assuem:5,assum:[3,51,54,61,86,100,115,149,155,159],assumpt:[58,115,149],astafev:143,astyp:18,asymmetr:152,asymptot:11,async:158,asynchron:25,atob:[43,108],ats9360:[36,91,133],ats9870:[3,91],ats_acquisition_control:[36,91],ats_contr:36,ats_inst:36,atsapi:[3,93],atsdriv:36,attach:[1,3,34,67,71,78,79,80,91,96,100,111,114,115],attempt:[18,95],attent:[34,143,152],attenu:[3,4,46,47,116],attn:[3,4],attribut:[1,3,34,58,65,69,70,71,73,74,77,78,79,81,82,83,84,88,104,114,119,121,122,123,143,150,151,159],author:143,auto:[19,57,58,63,73,111,152,156],auto_color_scal:[64,156],auto_color_scale_from_config:64,auto_rang:[42,57],auto_sweep:63,autofmt_xd:18,autom:[4,154],automat:[1,3,6,10,13,21,23,51,58,63,73,92,93,99,100,111,117,136,140,143,147,150,151,152,154,155,156],autorang:31,autoreload:2,autoscal:[41,42,51],autoscale_view:[41,42],aux:36,aux_in1:[33,34,114],aux_in2:[33,34,114],aux_in3:[33,34,114],aux_in4:[33,34,114],aux_in_auxiliari:36,aux_in_trigger_en:[36,93],aux_io_mod:[36,93],aux_io_param:[36,93],aux_out1:[33,34,114],aux_out2:[33,34,114],aux_out3:33,aux_out4:33,aux_out_trigg:36,auxiliari:[10,11,143,149],auxoutputchannel:104,avail:[1,3,4,19,32,34,40,50,54,55,58,61,91,92,96,97,100,101,105,108,111,114,115,129,131,154,155,159],avanc:158,averag:[51,58,61,63,93,96,115,152],averageandraw:20,averages_en:63,averages_off:96,averages_on:96,avg:[51,52,113],avoid:[28,50,60,62,141],awai:[10,64,149,152],awar:[43,143],awg1:[30,54],awg5014:[30,91,136,138,152],awg5014c:152,awg5200:[91,140],awg5208:[34,91,133,152],awg520:91,awg70000a:[91,141],awg70001a:115,awg70002a:[91,152],awg:[4,25,29,30,32,59,96,115,133,152],awg_amplitud:[34,55,59],awg_ch1:55,awg_ch2:55,awg_fil:[30,115],awg_file_format_channel:115,awg_file_format_head:115,awgchannel:115,awgfil:54,awgfilenam:30,awgfilepars:[54,91],awgfilepath:115,awgseq:30,ax1:[30,54],ax2:[30,54],ax3:54,ax4:54,axes:[1,6,8,10,43,45,51,52,63,99,108,149],axes_api:1,axesimag:15,axeslist:10,axessubplot:[6,10,52,63],axi:[1,6,10,45,51,58,60,65,70,76,82,83,99,104,113,149,159],axis1:45,axis2:45,axs:[9,58],axvlin:64,b020203:59,b020205:34,b020397:[29,55],b051039:30,b0cc11f2d82e:2,b200:50,b20:50,b2962a:96,b2962achannel:96,b800:50,b_val:149,babi:[18,160],back:[4,6,11,13,14,25,42,43,44,45,51,54,57,60,63,64,86,95,98,108,111,115,143,149,154,156,159,160],backend:[1,88,141,147],background:[35,38,149,152,159],background_color:121,background_funct:71,backslash:143,backward:[72,101],bad:2,bad_valu:4,bake:43,bandwidth:[36,50,51,58,104,111],bar:[64,143,156],bare:[64,77,85],base0:160,base1:160,base2:160,base:[1,14,21,27,31,50,60,67,70,71,72,73,74,78,79,86,88,91,92,93,94,95,96,97,98,99,100,101,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,120,121,133,143,151,152,155,156,159,160],base_loc:[2,24,72],base_spdt:91,baselin:152,baseoutput:97,baseplot:121,basesensorchannel:97,baseserv:160,bash:155,basi:[55,82,147],basic:[3,4,24,30,36,53,64,76,93,101,147,148,154],basicconfig:[6,16,30,31,61],batch:6,baud:[95,114],bdaqctrl:92,bear:143,becaus:[1,2,3,42,53,57,64,70,71,74,92,97,114,143,159,160],becom:[7,36,54,64,108,146,159],been:[3,6,11,12,21,34,42,53,54,60,62,83,93,96,97,104,113,114,115,150,151,159,160],beenmark:151,befor:[2,3,4,12,24,25,26,29,31,33,34,42,43,45,50,51,53,58,60,61,62,73,77,80,83,87,91,92,93,94,96,97,104,108,113,114,115,141,143,151,155,156,159],beforehand:[91,149],begin:42,begin_tim:95,behav:143,behavior:[35,38,42,113,143,159],behaviour:[39,83,104],behind:[58,150],being:[2,10,11,24,25,29,32,34,36,41,42,54,55,57,70,93,97,113,114,115,147,149],belong:[3,65,82,83,97,109,111,113,150],below:[1,2,3,4,6,7,10,12,13,25,27,34,42,54,63,64,143,146,149,152],ben:60,benchmark:[7,14,26,140],benchmark_data:[5,14],benchmark_seqx:29,benchmarkingqcod:29,besid:149,best:143,beta:[53,93,96,105,108,111,114,115,133],better:[3,6,7,13,28,50,55,64,75,133,140,143,147,159],between:[1,3,6,7,8,40,41,42,45,57,64,71,74,77,83,85,97,104,113,115,117,120,121,122,147,149,151],bewar:34,beyond:[64,115,150,151],bid:92,bidirect:83,big:[7,42],bin:64,binari:[7,11,27,29,55,92,98,115],binascii:53,bind:58,biodaq:92,bip:101,bipolar:[42,97],bit:[6,12,13,28,29,34,50,55,92,111,114,115],bitarrai:93,bits_per_sampl:[36,93],black:[64,121],blame:[46,47,115],blank:[44,76,108,143],blind:25,blip:[12,14],blob:[7,11],block:[12,25,34,35,43,76,101,106,108,114,115,152,160],blocking_t:42,blop:[12,14],blue:[34,64,149],bluefor:152,blueprint:59,bnc:113,board:[3,36,42,46,47,93],board_id:[3,36,93],board_kind:[36,93],bodi:143,boil:3,boilerpl:[3,75],bold:146,bonu:152,bool:[3,65,67,70,77,82,83,93,95,96,97,100,101,106,107,111,113,114,115,117,120,123],bool_to_str:115,bootstrap:29,bore:62,born:143,borrow:8,bot:[138,139],both:[1,2,3,7,10,11,21,26,51,55,58,72,114,115,143,146,149,154,155,159,160],bottom:[64,101,121],bound:[3,25,111,159],box:152,bracket:143,branch:143,brand:133,brand_new_sampl:14,brdige:[14,15],breakif:[25,129,159],breviti:149,brief:14,briefli:55,bring:[11,149],brittl:159,broadbean:[29,34,55,115,152],broader:154,broadli:3,broken:[2,83,155],brows:[155,160],browser:155,buf:93,buffer:[36,92,93,114,138,152],buffer_acq_mod:33,buffer_done_callback:93,buffer_list:3,buffer_npt:33,buffer_numb:93,buffer_paus:33,buffer_reset:33,buffer_sr:33,buffer_start:33,buffer_timeout:[36,93],buffer_trig_mod:33,buffers_complet:93,buffers_per_acquisit:[36,93],bug:[62,144],build:[7,11,54,55,58,104,115,136,137,143,152,159],build_sweep:[58,104],built:[1,21,45,58],builtin:75,bunch:[7,58],bundl:115,burden:159,burn:12,burst:[109,152],burst_stat:13,busi:[42,92],button:[42,115,143,155],bwlimit1:36,bwlimit2:36,bwlimit:93,bwmode:58,byref:31,byte_rep:93,byte_to_bit:114,byte_to_value_dict:[3,93],bytecod:4,c_amp_in:[3,107],c_sample_typ:93,c_set:21,c_val:149,cabl:[34,115,159],cach:114,calc_set_point:115,calcul:[60,64,104,111,146,159],calibr:[91,93,152],california:4,call:[2,3,6,7,21,31,34,35,39,42,43,50,51,53,54,60,61,64,65,68,70,71,73,74,75,77,82,83,87,88,90,92,93,95,98,99,100,101,104,108,113,114,115,117,120,143,151,152,155,159],call_by_str:31,call_by_str_parsed_out:31,call_cmd:75,callabl:[6,25,34,35,66,68,71,73,80,83,87,89,90,104,108,114,120,138,159],callback:[6,12,93,151],callback_kwarg:16,callsig:54,came:93,camp1:38,camp:38,can:[0,1,2,3,4,5,6,7,8,10,11,12,14,15,21,22,23,28,29,32,33,34,39,40,41,42,43,44,45,46,47,48,49,50,51,52,54,55,57,58,59,60,62,63,64,65,66,69,70,71,73,75,76,80,82,83,85,86,89,92,93,94,95,96,97,100,101,104,108,109,111,113,114,115,119,120,121,122,123,141,143,146,149,150,151,152,153,154,155,156,159,160],cancel:[46,115],cann:15,cannot:[32,43,51,60,64,65,82,92,97,114,115,159],canva:[1,41,42],capabl:[10,37,146,154,159],capit:143,captur:[11,25,51,52,64,93,114,152],capture_config:[34,114],capture_data:114,capture_one_sample_per_trigg:[34,114],capture_r:34,capture_sampl:[34,114],capture_samples_after_trigg:[34,114],card:[3,11,36,92,93,96,137],care:[2,3,36,42,55,155],careful:101,cartesian:[43,60,159],cartesian_measur:60,cash:114,cast:[28,54,55,75,149],categori:[11,152],caus:[46,47,114],caution:[114,115,152],caveat:159,cbax:[6,8,9,10],cdirectori:30,cdll:[3,93],cell:[6,50,54],center:[51,52,64,113],central:[6,151],certain:[12,14,25,42,58,60,93,97,106,108,149,150],cesr:114,cffi:92,ch01:[42,47,97],ch01_i:46,ch01_irang:46,ch01_slope:[31,46],ch01_sync:31,ch01_sync_delai:31,ch01_sync_dur:31,ch01_v:[28,31,46],ch01_vrang:46,ch02:[42,46,47,97],ch02_slope:46,ch02_sync:46,ch02_v:[31,46],ch03:[42,97],ch04:[42,97],ch05:[42,97],ch06:[42,97],ch07:[42,97],ch08:[42,97],ch09:[42,97],ch0_offset:37,ch0_voltag:37,ch10:[42,97],ch11:[42,97],ch12:[42,97],ch13:[42,97],ch14:[42,97],ch15:[42,97],ch16:[42,97],ch1:[6,8,11,13,14,24,25,29,30,32,34,48,49,50,55,59,115],ch1_amp:[55,115],ch1_amplitud:40,ch1_amplitude_unit:40,ch1_burst_mod:40,ch1_burst_ncycl:40,ch1_burst_phas:40,ch1_burst_polar:40,ch1_burst_stat:40,ch1_curvedata:53,ch1_databuff:33,ch1_displai:[13,33],ch1_frequenc:40,ch1_function_typ:40,ch1_offset:40,ch1_output:40,ch1_posit:53,ch1_ramp_symmetri:40,ch1_ratio:33,ch1_scale:53,ch1_state:53,ch1_trigger_count:40,ch1_trigger_delai:40,ch1_trigger_slop:40,ch1_trigger_sourc:40,ch1_trigger_tim:40,ch1_voltag:37,ch2:[6,8,11,13,14,24,25,48,49,53,55,59,115],ch2_amp:[55,115],ch2_curvedata:53,ch2_databuff:33,ch2_displai:33,ch2_offset:[30,54],ch2_posit:53,ch2_ratio:33,ch2_scale:53,ch2_state:53,ch3:49,ch3_state:54,ch41_v:26,ch42_v:26,ch4:62,ch_name:3,ch_rang:110,cha0:91,chain:159,challeng:147,chan0:91,chan1:[58,66],chan1_list:30,chan2:58,chan:[96,100],chan_alia:56,chan_go:31,chan_list:67,chan_reset_1:31,chan_reset_2:31,chan_reset_3:31,chan_typ:67,chanc:[93,155],chandata:58,chang:[1,3,4,10,14,22,25,32,36,37,42,43,44,45,46,47,52,53,58,64,65,69,72,82,83,93,101,104,113,114,115,142,143,149,151,152,154,155,156,159],change_autozero:115,change_displai:115,change_fold:115,changearg:59,channel1:13,channel4:62,channel:[13,25,26,29,32,33,35,36,37,38,39,41,45,48,49,50,53,54,55,59,62,67,78,79,88,92,93,95,96,97,98,99,100,101,104,106,108,109,110,111,112,114,115,117,138,139,146,152,153,159],channel_a:[36,93],channel_b:36,channel_cfg:[30,115],channel_class:[97,98,111],channel_color:114,channel_id:114,channel_lett:98,channel_map:[59,115],channel_nam:[111,114],channel_name_command:97,channel_numb:99,channel_rang:93,channel_range1:36,channel_range2:36,channel_select:[36,93],channel_skew_n:115,channel_state_n:115,channel_to_read:[41,42],channelbuff:114,channelis:[39,100,115,141],channelist:67,channellist:[100,129],channum:[96,100,104,111],charact:[65,76,77,82,83,88,108,111,143,150],characteris:150,characterist:159,charg:[10,155],chassi:[96,97],check:[3,4,15,19,32,41,43,57,60,89,92,106,108,111,114,117,121,122,133,143,153,157,159,160],check_en:106,check_error:31,check_for_error:113,check_module_error:114,check_schema:2,check_stat:106,checklist:143,chees:152,chime:143,chnum:54,choic:[51,64,93,149],choos:[10,34,42,54,101,104,115,155,159],chore:143,chose:[6,7],chosen:[42,57,104],chx:25,circuit:[44,61,98,141],circular:149,circumst:149,circumv:64,claim:64,clariti:[3,14],classic:28,classmethod:[91,93,97,98],clean:[50,109,115,133,135,143],clean_str:109,cleanup:[74,140],clear:[12,30,31,33,51,53,54,55,88,96,114,115,149],clear_buff:93,clear_channel:[51,111],clear_error:105,clear_message_queu:[53,54,115],clear_waveform:115,clearer:64,clearli:[64,143,149],clearqueu:30,clearsequencelist:[29,34,55,59,115],clearwaveformlist:[29,34,55,59,115],clever:[6,144],cli:154,click:[1,44,155],clim:1,clip:[42,64,156,159],clock:[3,36,93,115],clock_edg:[36,93],clock_edge_fal:36,clock_edge_ris:36,clock_external_frequ:55,clock_freq:30,clock_sourc:[3,36,55,93,115],clone:[143,155],close:[1,4,7,26,29,37,39,41,43,46,47,51,53,54,55,56,58,60,92,97,98,104,108,113,140,143,152],close_ev:1,close_fil:74,closed_loop:[42,97],cls:2,cmd:[31,43,94,95,96,98,99,100,108,114,115],cmd_id:[34,114],cmd_id_nam:[34,114],cmd_str:31,coars:95,code:[1,3,4,34,63,75,83,94,95,97,99,105,114,123,133,144,147,149,150,154,156,159],codebas:[4,133,154],coil:60,coil_const:60,col:111,cold:108,collabor:150,collect:[6,21,24,85,93,146,151,154,159],colloqui:[3,108,115],colon:[92,96,98,99,107,108,113,114,115,143],color:[1,10,19,30,34,54,58,114,121,152,156],color_ov:[64,156],color_und:[64,156],colorbar:[1,6,10,64,70],colormap:156,column:[1,18,76,149,150,151,159],com2:88,com3:[45,99],com:[44,96,114,143,145,152,153,155],combin:[10,68,71,76,83,93,118,120,129,139,146,152,158,159],combinator:149,combined_set:0,combinedparamet:[0,129],come:[10,11,29,34,43,76,114,143,149,155,159],comma:[92,96,98,99,107,108,113,114,115],command:[1,3,4,27,28,31,34,36,42,43,45,53,54,58,75,83,92,95,96,97,98,99,100,101,105,108,109,111,114,115,129,143,146,152,154,155,156,159],command_delai:99,commenc:150,comment:[3,10,76,92,143],commit:[93,153,154,155],common:[3,64,92,96,98,99,107,108,111,113,114,115,146,159],commonli:[96,105,111,115],commun:[3,34,36,45,60,77,88,93,95,98,99,101,108,113,114,115,146,147,153,159],communc:60,compani:3,compar:[7,22,26,36,42,50,51,52,143],comparison:7,compat:[13,42,80,87,100,101,114,154,159],compatibil:115,compens:[115,149],compet:147,compil:55,complain:[25,159],complet:[1,11,29,31,45,50,54,70,71,92,93,115,149,150,151,159,160],completed_acquisit:50,completli:6,complex:[10,51,83,143,149,159],compliant:143,complic:[8,10,75,147,152,159],compon:[6,10,24,43,82,93,123,151,154,159],compos:[55,115,150],composit:[31,159],comprehens:[143,152],comput:[1,5,22,39,42,93,97,104,108,143,159],con:137,concaten:[6,15,29,34,55,100,143],concept:[63,149,160],conceptu:151,concern:149,conclus:28,concret:4,concurr:159,conda:155,condit:[3,25,66,83,92,108,115,159],config:[3,5,7,10,15,34,64,93,114,115,129,139,143,152,158],config_file_nam:69,configur:[4,14,15,41,52,58,69,92,93,113,115,132,151,152,154,158,159],conflict:[92,151,159],confus:34,confusingli:160,congratul:152,connect:[3,4,13,14,16,26,27,28,29,30,31,32,33,34,35,36,39,40,41,42,44,45,46,47,48,49,50,51,52,53,54,55,57,58,59,60,61,62,88,93,95,96,98,101,104,108,113,114,115,123,146,149,152,159],connect_messag:[3,4,95,100],consequ:159,consid:[3,6,25,39,50,64,115,143],consider:149,consist:[25,46,47,51,101,113,115,119,143,149,159],consol:4,consolid:154,constant:[13,20,25,42,58,60,101,104,113,114,149],constantli:42,constantvoltag:49,constitut:4,constraint:29,construct:[3,19,20,42,51,70,77,83,93,147,152,160],constructor:[3,65,70,82,97,101,121,122,151],consult:[114,159],consum:64,cont:[63,111,114,152],cont_meas_off:51,cont_meas_on:51,conta:104,contact:140,contain:[3,4,5,6,10,18,20,24,25,34,39,43,51,54,55,67,69,70,71,73,76,92,93,95,96,97,98,99,100,104,105,107,108,111,113,114,115,123,143,146,149,150,151,152,155,156,159,160],contantli:[41,42],content:[70,151,152],context:[14,36,93,98,99,108,115,147,152,159],contextmanag:8,contin:[94,115],contini:51,continu:[4,6,10,13,42,54,58,63,80,114,115,123,143,152],continuo:152,continuum:2,contrast:[4,143],contribut:[3,62,144,153],contributor:143,control:[2,3,11,23,24,35,36,37,38,39,41,46,47,51,54,58,93,95,97,99,101,106,108,111,113,115,133,137,149,152,154,156,159,160],control_mod:41,controlthermometri:108,conveni:[6,8,10,34,42,109,114,115,123,150,151,159],convent:[3,4],converg:42,convers:[115,143,149],convert:[3,4,22,60,70,72,93,100,108,114,115,149,159],convex:[43,108],coordin:[43,60],copi:[2,4,10,16,35,59,70,85,93,101,104,159],core:[0,1,5,6,7,9,10,13,14,15,18,30,31,33,34,35,36,38,41,42,50,51,52,53,56,58,59,61,114,143,149,152,154,156],corner:[35,38,64],correct:[1,3,10,37,41,50,54,58,60,63,74,93,96,109,114,139,147,149],correctli:[4,57,60,133,155],correl:10,correspond:[1,26,33,34,37,39,45,50,54,55,59,64,76,93,95,97,101,104,111,113,114,115,149,151],corrupt:134,cos:10,cosmet:[135,136],cost:[7,101,147],could:[6,31,34,54,143,149,151,159],coulomb:149,count:[12,21,31,45,75,92,100,115,151,160],counter:[2,23,25,45,73,92,93,99],counterintuit:147,coupl:[3,36,50,58,93,111,115],coupling1:36,coupling2:36,cours:[14,24,50,64,143,149,159],cov:143,cover:[34,55,64,143,160],coverag:[13,143,154],coveragerc:143,cpld:93,cpld_version:[36,93],cpu:[5,10,51],crash:[12,93,154],creat:[1,5,6,10,14,15,17,21,23,25,34,35,38,39,48,49,61,64,67,70,74,80,82,83,85,91,93,95,97,101,104,108,115,119,120,146,151,152,155,156,159,160],create_and_goto_dir:115,creation:[3,25,150,160],critic:[2,150,156],cryo:137,cryogen:141,ctl:45,ctwrapper:31,ctype:[3,93],cumbersom:100,curernt:160,curiou:10,curr:[3,27,38,39,57,107,114],current:[2,3,10,11,12,14,22,23,24,27,38,39,43,45,46,47,48,49,51,53,54,57,58,60,71,72,73,92,93,96,97,99,100,104,106,107,108,109,113,114,115,117,118,120,123,143,147,149,150,151,156,159,160],current_config:[2,69],current_config_path:[14,69],current_directori:55,current_field:60,current_persist:43,current_r:60,current_ramp_limit:[60,106],current_ramp_r:43,current_rang:57,current_schema:[2,69],current_source_shunt:42,current_target:[43,60],current_to_field:60,current_valu:31,current_waveform:[32,109],currentparamet:[3,38,107],cursor:151,curv:[27,41,96,97,109,115,152],curve_data:41,curve_nam:41,curve_numb:42,curve_x:41,curve_x_data:41,custom:[10,21,23,69,72,94,147,152],customawgfil:115,customgett:6,customis:100,cut:64,cutoff:152,cutoff_hi:114,cutoff_lo:114,cutoff_percentil:[64,156],cuttoff:152,cwd:[7,69],cwd_file_nam:[2,69],cycl:[3,32,35,36,38,39,40,114,159],cylindirc:60,cylindr:[43,60],cylindrical_measur:60,d5a:91,d5a_modul:101,d5mux:101,d_bdaq_c_interfac:92,d_val:149,dac0:22,dac1:[20,22],dac1_too_high:11,dac2:20,dac3:20,dac:[6,8,11,20,24,25,91,95,101,139],dac_ch1:[11,24,25],dac_ch1_set:[24,25],dac_ch2:[24,25],dac_channel_class:95,dac_commands_v_13:100,dac_control:11,dac_delai:101,dac_idn:[24,25],dac_slot_class:95,dac_step:101,dac_v:11,dac_verbose_channel:25,dacchannel:95,dacexcept:95,dacn:101,dacnam:101,dacread:95,dacslot:95,dacx:101,dai:[64,143],daili:155,dancer:143,daqnavi:92,daqnaviexcept:92,daqnaviwarn:92,dark:121,daset:152,dat1:34,dat2:34,dat3:34,dat4:34,dat:76,data1:51,data2:[17,23,53],data:[0,1,2,3,6,7,11,12,14,15,16,18,20,21,23,24,26,27,28,29,31,33,35,36,38,39,41,42,50,51,53,55,58,61,63,70,71,72,73,74,76,80,82,83,92,93,96,97,98,100,101,104,109,111,114,115,118,120,121,122,129,139,143,146,147,149,150,151,152,154,156,159,160],data_arrai:24,data_avgd:50,data_buff:31,data_channel:34,data_channel_3:34,data_channel_:34,data_dict:97,data_export:[6,7,11],data_hd:50,data_l:17,data_ld:50,data_outside_iqr:64,data_set:[2,7,9,11,12,14,15,16,17,18,24,25,31,74,115,132],data_v:83,data_with_outli:64,dataarrai:[0,1,21,24,38,65,71,74,82,120,129,146,159],databas:[5,7,8,9,10,11,12,147,149,150,152,156],databs:15,dataflow:93,dataformat:[50,152],dataformatt:143,datafram:[18,151],dataframe_from_dataset:151,dataid:[6,8,10,63],datamanag:[146,159],datamin:159,datamod:[0,21,26,38,58,160],datapoint:[7,62,115,156],datasav:[6,7,8,10,11,13,52,63,149,152],dataserv:[71,146,159],dataset:[0,1,2,6,9,10,11,13,14,15,16,17,18,20,21,23,24,25,26,27,28,31,33,36,38,39,50,51,52,53,58,61,62,63,64,70,73,74,76,82,115,118,119,120,129,133,141,146,156,158,160],dataset_hm:16,dataset_with_data_outside_iqr_high_outli:64,dataset_with_data_outside_iqr_low_outli:64,dataset_with_outli:64,datatyp:[11,93],date:[2,23,25,73,93,151],datetim:73,datetime64:18,dateutil:18,daunt:143,db_debug:[2,156],db_locat:[2,5,7,14,15,156],dbm:[4,51,61,111],dc50:13,dc_channel_numb:115,dc_output_level_n:115,dch:34,dcl:50,dclimit:50,ddl:92,deacadac:95,deactiv:[64,101],dead:11,deadlin:35,deal:43,dealt:159,dearest:64,debug:[2,6,17,18,30,53,58,61,62,63,156,159,160],debugmod:31,deca:37,decadac:[91,133,138,140,141,152],decadec:95,decai:6,decid:[2,6,15,55,121,149,150,155,159,160],decim:[36,93],declar:[92,149],decode_sensor_statu:97,decor:4,decoupl:143,decreas:26,deem:104,deep:150,deepcopi:16,deeper:35,def:[0,1,2,3,4,6,7,8,10,11,12,13,21,25,28,29,30,31,35,38,41,42,43,60,108,160],default_color_map:156,default_figs:1,default_fil:[2,156],default_file_nam:69,default_fmt:[2,156],default_fold:[2,156],default_formatt:[71,118,120],default_io:[71,118,120],default_measur:24,default_parameter_nam:140,default_timeout:99,defaultcolormap:2,defaulttestload:17,deferred_oper:129,defin:[0,2,3,6,7,10,13,34,42,51,52,54,58,64,65,75,82,97,98,99,101,107,108,113,114,115,143,146,147,149,151,152,156,159,160],definit:[4,50,58,75,111,159],defit:50,deg:[33,58],deg_to_rad:105,degre:[40,55,58,83],del:3,delai:[0,1,8,24,25,31,36,42,45,47,57,58,60,80,83,84,86,89,101,111,117,159,160],delay1:8,delay2:8,delay_in_points_n:115,delay_in_time_n:115,deleg:70,delegate_attr_dict:123,delet:[3,115,143],delete_all_waveforms_from_list:[30,54,115],delete_sequence_from_list:115,deliber:57,demand:[12,159],demo:152,demod1:[58,104],demod1_harmon:58,demod1_i:58,demod1_ord:58,demod1_phaseshift:58,demod1_phi:58,demod1_r:58,demod1_sampl:58,demod1_sampler:58,demod1_signalin:58,demod1_sinc:58,demod1_stream:58,demod1_timeconst:58,demod1_trigg:58,demod1_x:58,demod:58,demodul:[13,36,104,149,152],demodulation_acquisitioncontrol:[36,93],demodulation_frequ:[36,93],demonstr:[21,34],demontr:10,denot:[65,76,82,120],depend:[1,3,6,7,36,45,46,47,58,63,76,111,114,115,131,140,143,147,149,150,151,152,159],dependend:155,depends_on:149,deploi:[27,115],deprec:[30,70,115,136],deprecationwarn:[30,115],depth:62,deriv:[146,149],describ:[2,3,21,25,55,64,65,80,82,99,104,108,115,143,149,150,151,156,159],descript:[2,19,64,69,70,115,143,151,156,159],descriptor:101,design:[115,148,149,150,159],desir:[10,23,25,42,50,60,64,114,149],desktop:[31,43,155],destin:151,destruct:159,detail:[1,6,10,14,64,114,143,159],detect:[6,34,111,139],determin:[42,64,74,97,99,122],dev2235:58,dev:[2,5,27,28,44,133],develop:[4,104,144,154,155],deviat:29,devic:[4,42,44,45,52,88,92,96,98,99,101,104,108,111,113,114,115,137,159],device_clear:[42,88],device_descript:92,device_id:104,dft:[36,93],dg1062:[32,91],dg1062burst:109,dg1062channel:[32,109],dg1062z:32,dg1za195006397:32,dg4000:91,dg4062:109,dg4102:109,dg4162:109,dg4202:109,dhcp:42,diagon:146,diagram:149,dialogu:4,diamond:149,dicitonari:114,dict:[6,10,12,23,65,69,70,73,74,77,78,79,82,83,88,92,93,95,96,97,98,99,100,107,108,109,113,114,115,117,120,138,159],dict_kei:41,dictionari:[3,34,54,93,97,109,114,115,123,151,156,159],did:[3,26,149],didact:25,diff:115,differ:[1,2,3,6,7,10,11,14,21,22,23,39,51,59,65,71,82,97,100,104,111,113,114,115,143,146,147,149,150,151,152,154,159,160],differenti:70,difficult:[143,147,149],difficulti:[64,143],dig:[58,96,139],digit:[3,22,25,92,93,96,100,115,137],digital_amplitude_n:115,digital_high_n:115,digital_low_n:115,digital_method_n:115,digital_offset_n:115,digitis:12,dilut:108,dim:[13,61],dimens:[7,21,65,70,76,82,148,159],dimension:[1,70,71,108,149],dio:92,dir:[2,115],direcli:7,direct:[7,45,55,65,81,82,93,99,143,149],directli:[1,2,3,7,13,20,21,34,45,46,47,54,58,60,71,80,108,115,147,149,150,152,159],directori:[2,3,14,64,69,71,72,115,118,120,143,155,156],disabl:[36,55,63,67,71,106,113,152],disadvantag:159,disallow:149,disappear:159,disc:115,discard:156,disconnect:[42,113,156,159],discov:91,discret:159,discuss:[143,153],disk:[11,14,24,34,71,72,74,115,120,147,159],diskio:[24,71,73,118,120,129,146],displai:[0,1,3,6,7,9,10,13,15,18,26,28,30,31,33,34,35,36,38,41,42,50,51,52,53,56,58,59,61,62,64,111,114,115],display_clear:[26,28,31,105,115],display_format:61,display_grid:[51,111],display_norm:115,display_refer:61,display_scal:61,display_settext:[3,39],display_sij_split:51,display_single_window:51,display_text:[26,28],disregard:64,dissip:159,distanc:64,distinguish:30,distribut:154,div:[50,53],dived:91,divid:[83,91,137,138,152],divider_r:115,divis:[22,53,91],division_valu:91,divsion:91,dll:[44,92,93,113,152,159],dll_path:[3,93,113],dma:[92,93],dmm:[6,8,24,25,26,28,31,105,139,140],dmm_data_buff:31,dmm_idn:24,dmm_v1:24,dmm_v2:24,dmm_volt:28,dmm_voltag:25,do1d:8,do2d:8,do_acquisit:93,do_get_frequ:111,do_get_pow:111,do_get_pulse_delai:111,do_get_statu:111,do_get_status_of_alc:111,do_get_status_of_modul:111,do_set_frequ:111,do_set_pow:111,do_set_pulse_delai:111,do_set_statu:111,do_set_status_of_alc:111,do_set_status_of_modul:111,doc:[7,11,24,101,143,152,155],docstr:[3,21,42,65,75,82,83,115,143],document:[1,6,10,18,19,30,60,65,75,82,83,93,115,132,133,135,137,141,143,147,154,155,159],doe:[1,4,6,7,10,13,14,24,25,34,42,43,51,55,57,58,60,64,70,73,76,80,81,88,91,92,96,98,99,101,105,107,108,111,113,114,115,133,143,147,149,151,159],doesn:[3,4,21,54,70,92,115,143],dofastsweep:[27,39,115],doing:[5,36,42,51,143,159],domain:[58,108],domin:154,dominik:143,don:[1,3,4,5,7,14,15,19,53,74,85,86,95,100,115,143,151,159,160],dond:[18,42,152],done:[1,14,25,29,42,43,45,54,55,58,93,108,135,147,159,160],doneyet:6,door:42,dot:[2,143,156],doubl:[73,115,152],double_dataset:5,doubledata:[5,14],doubt:[58,143],dovog:[44,143],down:[3,6,13,24,39,42,43,52,54,55,60,143,149],downhil:6,download:[44,58,93,114,152,155],dp821:91,dp831:91,dp832:[91,152],dp8xx:[91,109],dp8xxxxxxxxxx:49,drain:149,dramat:159,draw:[41,42,64,149],drive:[99,115,149,150],driver:[4,13,20,21,25,32,33,36,39,45,46,47,50,51,52,53,54,58,60,61,62,63,91,92,93,94,95,96,97,99,100,101,104,105,106,107,108,109,111,113,114,115,116,117,133,135,136,137,138,139,140,141,143,154,158,159],driver_path:[44,98],driver_vers:[36,93],drivertestcas:91,drop:[57,133],drown:64,ds4000:91,dso:93,dtype:[11,16,30,151],due:[3,29,46,47,50,58,64,95,159,160],dummi:[6,8,20,25,30,36,119,152,160],dummy_2d_multi_paramet:6,dummy_set:36,dummychannelinstru:6,dummyinstru:[6,8,11,20,23,24,25],dump:93,duplic:[3,115],dur:[58,59],durat:[47,58],dure:[1,31,43,83,85,89,93,115,131,149,159,160],dut:[51,61,149],dwell:42,dynam:[46,47,92,152],e1cb66:54,e8267:105,e8267c:[91,137],e8267d:141,e8527d:[91,96,143],each:[0,1,3,4,5,6,10,11,12,14,17,21,23,24,25,26,27,28,29,31,32,33,34,35,36,37,38,39,40,42,43,45,46,47,50,51,53,54,55,58,61,63,64,65,70,71,74,75,76,77,80,82,83,85,92,93,95,99,100,101,104,109,114,115,121,122,123,143,146,147,149,150,151,154,159,160],eachot:160,earli:53,earlier:93,eas:147,easi:[4,13,20,36,143,146,147,149,154],easier:[104,140,141,143,159],easiest:2,easili:[1,6,25,63,115,151,154],echo:95,ect:147,edg:[34,36,50,53],edit:[64,155],editor:143,ee82e:54,effect:[50,64,93,115,149,156],effort:[3,147],eight:[46,47],either:[1,3,7,39,46,47,50,58,74,92,97,106,108,109,115,122,149,151,155,159],elaps:[12,31,35,38,152],elapsed_times_lvl:18,elapsed_times_r:18,electron:[3,154],elem1m1ch1:115,elem1m1ch2:115,elem1m2ch1:115,elem1m2ch2:115,elem2m1ch1:115,elem2m1ch2:115,elem2m2ch1:115,elem2m2ch2:115,element:[1,34,54,59,115,122,151,156,159],element_no:115,elemnum:54,elif:35,elnum:54,elpi:143,els:[2,6,10,11,31,34,37,42,43,51,55,92,115,143,149],elsewher:[123,149],emac:143,email:[143,153],embed:1,emerg:149,emit:[13,152],emoji:143,empow:64,empti:[2,14,15,21,25,35,54,95,111,151],emwri:13,enabl:[36,42,58,61,62,63,64,83,106,113,117,147,156],enable_forced_reconnect:[2,156],enable_record_head:[36,93],enable_remot:101,encapsul:[34,159],enco:31,encod:[31,75,83,92,151],encount:[92,97],encourag:[3,58,143],end:[3,6,14,15,23,64,73,85,88,92,93,111,115,143,147,150,151,154,159],endpoint:[26,115],enforc:[8,147,149],engin:36,enough:[4,6,25,92,97,108,143,146],ensuer:7,ensur:[34,50,53,61,93,108,114,143,147,149,151,155,159],entail:11,enter:[65,82,155,159],entir:[10,33,36,40,57,111,114,123,149,159],entri:[2,74,80,82,93,115,129],entrypoint:131,enumer:[6,8,10,58,59,113,150],enumerate_devic:98,env:[2,30,31,69,155,156],env_file_nam:[2,69],envelop:50,environ:[2,154,156],envis:147,eom:4,equal:[114,151,156],equip:[149,151],equitim:114,equival:[21,115,151,154],err:[99,113],error:[0,2,3,4,18,31,35,46,52,57,60,70,80,83,92,96,99,101,114,115,139,151,152,156,160],error_cod:[99,101],errorcod:92,errormsg:92,escap:18,especi:[64,155],esr:114,essenti:[25,105,114,150,151],establish:[42,60,149,150],estim:[64,149],etc:[1,3,21,24,37,39,51,65,70,75,82,115,143,149,151,159],ethernet:[3,4,48,49,77,115],etr_2v5:36,etr_ttl:36,eumer:86,evalu:87,even:[4,6,21,28,34,46,47,60,72,74,83,85,86,88,92,96,98,99,100,107,113,114,115,143,149,151,159],event:[54,55,58,92,93,95,114,115,152],event_input_imped:115,event_input_polar:115,event_input_threshold:115,event_jump:[29,34,55,115],event_jump_to:[29,34,55,115],eventu:[19,55],ever:150,everi:[1,3,6,12,24,32,34,68,71,80,90,104,114,151,155,159,160],everybodi:143,everyon:143,everyth:[15,54,58,73,129,143,149,151],exactli:[10,20,31,43,50,93,143,149,150,151],examin:[61,108],examp:152,exampl:[0,1,2,7,10,21,22,23,24,65,66,70,73,82,83,86,88,93,96,97,99,109,114,115,137,141,143,146,148,150,154,155,156,157,160],examplewaveform1:55,exce:[43,143],exceed:[12,54,92,108],excel:4,except:[2,3,18,30,31,32,43,57,60,63,92,94,95,96,98,99,106,108,109,114,115,117,124],excitation_mod:42,excitation_range_numb:42,exclus:[97,147],exec_funct:[31,43],exec_str:31,execut:[14,25,31,50,58,75,87,91,92,101,104,111,113,115,146,154,155,159],executor:160,exemplifi:[11,58],exept:58,exercis:[143,149],exis:51,exist:[3,6,8,13,15,18,25,42,51,54,73,74,86,92,115,118,120,141,143,147,149,151,154,156,159],exit:115,exit_kei:115,exmapl:19,exp:[5,6,8,15,57,63],exp_2:14,exp_container_tutori:[5,6,8,9,10,12,14,15],exp_id:[5,14,15],exp_nam:63,expand:[64,96,144],expect:[2,3,6,8,11,31,35,52,58,62,65,74,80,82,92,96,97,100,114,115,143,147,151,160],experi:[5,7,8,9,13,18,23,25,63,64,69,147,148,149,151,152,154,156,159],experiment:[6,7,8,9,10,11,13,52,63,64,149,151,154,159],experiment_contain:[6,7,8,9,11,12,14,63],experimentalist:149,experimentcontain:151,expir:31,explain:[10,14,42,143,147,149,150,152,155,156],explan:114,explanatori:61,explicit:[54,83,85],explicitli:[10,65,70,82,143,159],explor:[25,115,149],exponenti:[6,94],exponential_decai:6,exponentialdecai:55,export_data_as_json_heatmap:16,export_data_as_json_linear:16,expos:[42,43,100,111,156],express:[83,149,159],ext:[31,32,40,55],ext_trigg:33,extend:[54,76,85,97,111,151],extens:[55,76,113,115],extern:[10,36,40,93,111,113,115,151],external_add_n:115,external_clock:36,external_clock_10_mhz_ref:3,external_clock_10mhz_ref:36,external_clock_ac:3,external_reference_typ:115,external_sample_r:[36,93],external_startcaptur:[36,93],external_trigger_coupl:[36,93],external_trigger_rang:[36,93],externalrefparamet:113,extra:[21,28,65,82,83,96,98,99,108,115,117,143,150,159],extra_schema_path:2,extract:[97,108],extrainfo:113,extran:152,extrem:159,f008:108,f1d:91,face:147,facilit:[147,155],fact:[10,113,143,149],facto:149,factor:[3,46,47,58,149],factori:[94,115],fail:[2,140,143,159],failur:3,fairli:64,fairlt:10,faith:149,fake:42,falcon:143,fall:[14,34,111,115],fals:[2,6,10,13,16,21,24,30,31,35,37,38,42,46,47,51,57,58,62,63,64,65,70,71,82,83,84,94,95,96,100,101,105,106,108,109,111,114,115,120,151,156,159],familiaris:24,fanci:152,faq:158,far:[43,64,149],fast:[100,108,115,141,152,159],fast_external_clock:36,faster:[11,51,54,140,143],fastest:[54,58],fastsweep:39,fatol:6,favourit:[24,155],feasibl:[4,154],feat:143,featur:[1,3,4,10,34,37,62,64,133,137,138,139,140,141,144,154,156],fed:149,feed:[3,42,107,114],feedback:[86,149,152,159],feel:[10,62,143],fetch:[28,108],few:[23,40,51,75,96,104,143,148,153],fewer:[46,47],ff4500:54,ff8c00:54,fft:104,fgen:55,fgen_amplitud:55,fgen_dclevel:55,fgen_frequ:55,fgen_offset:55,fgen_period:55,fgen_phas:55,fgen_signalpath:55,fgen_symmetri:55,fgen_typ:55,field:[23,41,42,43,60,65,75,76,82,83,106,108,154,160],field_limit:[43,60,106,108],field_measur:60,field_persist:43,field_ramp_r:43,field_target:[43,60],field_target_cartesian:60,field_target_cylindr:60,field_target_spher:60,field_valu:108,field_vector:60,fieldvector:60,fifo:36,fifo_only_stream:[36,93],fig1:30,fig:[1,7,10,15,18,34,41,42,51,54,58,60,147,149],fig_x_po:121,fig_x_posit:121,fig_y_po:121,fig_y_posit:121,figax:10,figsiz:[1,25,34,121,122],figur:[1,10,30,31,34,54,58,63,121,122,143,150,159],figure_api:1,file:[2,6,8,10,15,18,25,34,55,64,69,71,73,74,76,92,93,101,108,113,115,118,120,134,143,152,155,158,159],file_loglevel:[2,156],file_path:115,filenam:[30,54,55,59,69,115],filepath:[18,54],filestructur:115,fill:[10,21,23,25,33,63,64,80,115,159],filter:[58,61,104],filter_slop:33,filw:115,final_simplex:6,finalis:18,find:[19,32,35,44,62,73,93,109,143,147,149,152,153,155,156],find_board:[36,93],find_modul:114,findal:108,finder:25,fine:[6,101,159],finish:[1,11,23,24,25,27,28,36,51,58,61,93,99,106,115,117,135,159],finit:[32,46,47,100,101],fire:[46,47],firmwar:[3,4,13,24,25,26,27,28,29,30,31,32,33,34,36,39,40,41,42,43,44,45,48,49,50,51,52,53,55,57,59,60,61,62,63,92,93,95,96,98,99,107,108,111,113,114,115,138],first:[1,2,4,6,7,8,10,12,14,21,23,24,25,28,29,31,32,34,36,40,42,45,51,54,59,60,62,64,65,70,76,82,83,87,94,106,115,121,122,143,149,151,152,155,159,160],first_delai:31,first_exp:14,first_param_list:6,fit:[34,54,61,93,114,143,149,151],five:[64,113],fix:[22,42,50,58,60,70,75,85,108,133,134,138,139,140,141,142,143,159,160],fixabl:143,fixtur:[4,9,91],flag:[46,47,93,101,113],flake8:143,flat:34,flavor:159,flexibl:[6,58,146,147,154],float_round:117,flow:[46,47,57],flower:11,flush:[40,114,115,147],flush_error_queu:[40,96],fly:[14,15],fmt:[2,23,25,73],fmt_counter:73,fmt_date:73,fmt_time:73,fname:115,focus:143,folder:[2,3,4,14,19,72,76,115,156],follow:[1,3,4,6,10,12,18,20,25,26,34,40,41,42,54,59,60,61,63,64,83,95,97,115,143,149,150,151,155,156,159,160],foo:[16,143,151,156,160],footer:143,forbidden:10,forc:[35,38,51,54,115,147],force_ev:115,force_logicjump:115,force_reload:115,force_trigg:[53,115],force_trigger_ev:115,force_triggera:115,force_triggerb:115,foreground:[140,159],foreground_color:121,foreign:92,forev:97,forg:[59,115],forget:19,fork:143,form:[3,4,6,27,59,75,93,108,149,151],format:[3,6,7,10,11,23,25,26,27,28,29,30,31,39,41,42,43,46,47,51,54,55,57,58,60,71,73,75,76,92,97,111,115,118,120,151,154,156,159],formatloc:[2,23,25,120,129,146],formatt:[17,24,71,118,120,129,137,146,152,156,159],formattedsweep:96,former:[27,28],formerli:[3,4,116],formul:147,formula:97,forth:6,forward:[36,72,93,133],foul:54,found:[3,4,14,43,51,54,74,87,92,93,97,101,114,115,143,150,152],four:[3,37,62,92,95,109,149],fourier:93,fourth:151,fpga:93,fpt:32,fraction:121,framework:[34,143,154,159],free:[6,62,92,98,151,155],free_mem:93,freedom:83,freeli:[149,151,159],freq:[13,32,51,59,109,113],freqfactor:13,frequenc:[3,11,25,33,34,51,58,59,61,63,93,94,111,113,114,115,149,152,160],frequency0:11,frequency1:11,frequency2:11,frequency_ext:[34,114],frequency_set:51,frequencysweep:[111,113],frequencysweepmagphas:111,frequent:[12,34,143],freshli:155,fridg:[108,152,154],friendli:104,from:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,18,20,22,23,24,25,26,27,28,29,31,32,33,35,36,37,38,39,40,41,42,44,45,46,47,50,51,52,54,55,57,58,59,60,61,62,63,64,65,70,71,73,74,75,76,80,82,83,92,93,94,96,97,100,101,104,105,107,108,111,113,114,115,117,118,119,122,123,139,143,145,146,149,150,151,152,154,159,160],front:[58,101,115],frontend:156,full:[0,7,18,34,40,45,46,50,57,58,64,71,76,114,115,118,120,151,154],full_nam:[0,16,24,25,36,70],full_trac:51,fulli:[10,50,51,58,64,143],fullrang:101,fun:[6,12,100],func:[3,31,87,115],func_nam:35,function_typ:13,functool:[6,8,61],fundament:159,further:[19,64,109,146,154],furthermor:[1,6,10,60,104],futur:[45,115,143,147,160],gain:[22,107,114,149],garbag:93,gate:[6,8,11,14,15,23,24,25,40,66,95,146,149,159,160],gate_frequ:160,gate_frequency_set:160,gauss:[6,8],gauss_model:[6,8],gaussian:[6,8],gave:54,gcc:92,gd_ch1:32,gee:58,gen:115,gener:[3,4,6,8,10,13,25,29,32,34,40,50,53,54,60,62,63,71,73,85,92,94,96,101,104,105,109,111,113,114,115,137,141,143,146,148,151,152,154,156,159],generate_awg_fil:[30,115],generate_channel_cfg:115,generate_sequence_cfg:115,geograph:156,get:[0,2,3,4,6,7,8,10,11,13,20,21,22,23,24,25,26,30,31,34,35,36,37,38,39,41,42,43,46,47,50,52,53,56,57,58,60,61,63,64,65,66,70,74,81,82,83,91,93,96,99,100,101,104,107,108,109,111,113,114,115,123,143,149,151,152,156,159,160],get_al:[101,108,111,115],get_arrai:64,get_board_info:93,get_buffers_en:101,get_capture_data:[34,114],get_chang:108,get_cmd:[3,4,10,11,25,83,84,93,108,160],get_compon:[43,60],get_current_folder_nam:115,get_data:[7,15,41,97,151],get_data_by_id:[7,11],get_data_channels_dict:[34,114],get_data_channels_paramet:[34,114],get_data_channels_valu:[34,114],get_data_set:[0,1,25,26,27,28,31,61],get_error:115,get_filenam:115,get_filter_valu:101,get_folder_cont:115,get_idn:[3,36,45,92,93,95,96,98,99,101,107,108,113,114,115],get_instrument_valu:91,get_jumpmod:115,get_last_error:99,get_latest:[53,58,65,82,83],get_list_of_first_param:6,get_metadata:151,get_mod:101,get_module_idn:114,get_module_statu:114,get_num_channel:93,get_number_of_channel:98,get_opt:96,get_paramet:151,get_pars:[3,4,83,84],get_parser_on_off:111,get_pol_dac:101,get_preambl:109,get_processed_data:[36,93],get_raw:[11,13,58,91,94,96,109,111,113,114,115],get_remote_set:101,get_sample_r:93,get_shaped_data_by_runid:6,get_sq_mod:115,get_sqel_loopcnt:115,get_sqel_trigger_wait:115,get_sqel_waveform:115,get_stat:115,get_v:6,get_valu:[34,114],get_voltag:114,get_ydata:[41,42],getattr:3,getcwd:[7,11,18,54],getlogg:[17,53,54,58,62,63],gettabl:[3,10,21,65,82,83,107,114,119,146,159],getter:[4,31,146],getx:160,ghz:[61,63],giga:103,giga_b:103,gimm:40,git:[35,152,154,155],github:[143,145,146,152,154],giulioungaretti:143,give:[1,4,21,25,32,42,60,61,62,63,64,80,95,108,115,143,159],given:[0,1,6,12,34,46,47,55,60,67,77,92,93,95,97,98,109,114,143,149,151,159,160],global:[3,37,50,51,99,152],glori:4,gloriou:12,gnuplot:[76,154],gnuplot_format:[17,18,24],gnuplotformat:[17,24,71,118,120,129,146,159],go_to:[29,34,55,115],goal:143,goe:[4,42,57],going:[3,20,34,62,101,149,150],golden:3,gone:[52,57],good:[2,3,10,13,25,41,43,53,55,58,111,143,147,148,150],googl:143,got:[18,28,143],gotexcept:30,goto_l:30,goto_root:115,goto_st:[54,115],goto_to_index_no:115,gotten:[40,46,47,54,159],gpib0:[13,33,34,35,38,41,57,61],gpib:[3,4,42,63,115,117],grab:155,grade:64,gradient:64,gradual:37,grai:[64,121],grant:149,graph:[25,61,65,82,83,149,151],graphic:149,graphicswindow:121,great:[50,143],greatest:159,green:34,grei:64,grid:[10,34,51,111,147],grim:15,ground:[50,97,111],group:[1,3,18,78,92,109,111,143,149,150,154,159],group_delai:63,group_paramet:42,groupparamet:42,grow:[149,153],grpx:[43,108],grpy:43,grpz:43,gs200:[91,136,141,152],gs200_monitor:117,gs200except:117,gs210:152,guarante:[2,34,43,114],gui:[1,2,31,38,58,143,154,156],guid:[1,93,141,143,150,153,155,156],guid_compon:156,guidelin:143,h5fmt:17,hack:[115,143,156],hackish:30,had:[11,54,92],half:[10,34,42,58,64],halfrang:101,halt:89,hammer_tim:23,han:54,hand:[7,10,54,55,64,147],handel:113,handl:[3,4,6,21,65,70,71,75,82,92,93,96,100,101,113,121,140,146,149,151,152],handle_buff:93,handle_clos:1,handler:[17,96],hang:143,happen:[3,6,46,47,54,70,87,93,149,159],happi:[143,152],hard:[115,143,150],harder:[143,159],hardwar:[46,47,54,59,60,63,95,98,99,101,108,111,113,115,143,146,159],harm:[32,109],harmon:33,harvard:[37,91],has:[1,3,6,10,11,12,21,24,25,33,34,37,39,40,42,45,46,47,50,52,53,54,57,58,60,62,63,64,65,70,76,82,83,92,93,96,97,104,106,113,114,115,143,149,150,151,156,159,160],has_current_r:106,has_pid:97,hasattr:[31,35,43],hasn:[3,92],have:[1,2,3,4,5,6,8,10,12,13,14,15,20,21,23,24,25,34,39,42,43,45,46,47,51,53,54,55,58,59,60,61,62,63,64,65,70,74,76,81,82,83,86,91,92,93,94,95,96,97,98,100,101,104,107,111,114,115,122,143,146,147,149,151,153,154,155,156,159,160],haz:135,hdf5:[137,159],hdf5_format:17,hdf5format:17,head:115,header:[36,40,92,143],heart:149,heat:[64,152],heater:[97,108,152],heater_1:41,heater_off:108,heater_on:108,heatmap:[16,121,122,149,156],heck:150,height:[121,122],helium:[108,140],help:[2,3,19,54,58,59,65,66,67,68,70,71,72,73,74,75,76,77,78,79,80,82,83,84,85,86,87,88,89,96,109,115,119,121,122,123,143,149,154,159],helper:[2,17,54,104,129,156],henc:[34,42,95,97],here:[1,3,4,6,7,10,13,14,21,33,34,36,39,41,42,44,45,46,47,50,51,58,64,70,92,96,97,98,99,100,104,107,108,113,114,115,119,143,149,150,151,155,159],hesit:143,hewlett:[61,94],hidden:62,hierarch:147,hierarchi:144,high:[3,11,25,34,50,55,64,97,111,115,143,147,159],high_definition_bandwidth:50,high_definition_st:50,higher:[60,148,156,159],highest:[14,73,156,159],highlevel:31,highli:[6,155],highz:32,hislip0:28,hist:64,histogram:64,histori:[115,143],hiswaveform:30,hkey_current_usersoftwareoxford:108,hmc8041:91,hmc8042:91,hmc8043:[48,91],hmc804x:[91,111],hmc:152,hold:[3,6,12,14,28,33,39,43,58,94,96,108,111,114,115,146,149,150,151,159,160],hold_repetition_r:115,holdoff:58,hole:152,home:[2,7,11,14,64,69,143,156],home_file_nam:[2,69],homepag:155,homogen:152,hood:6,hook:[10,91],hopefulli:62,horisont:[53,58],horizont:[53,152],horizontal_scal:53,host:[46,47,93],hot:2,hotfix:143,hound:[52,113],how:[2,3,6,10,11,14,20,21,25,42,45,51,54,58,60,61,64,65,74,76,80,82,83,85,86,93,108,121,143,145,146,149,150,152,153,159,160],howev:[4,7,10,32,43,50,51,60,64,93,143,147,149],hp33210a:91,hp8133a:91,hp8753d:[91,141,152],hp8753d_tutori:61,hp8753dtrace:94,hp_83650a:91,hpintpars:94,htm:[96,101],html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ratch:8,screen:[34,50,114,115,121,155],script:[4,14,39,115,152,154,156,160],scriptfold:[2,156],sd_awg:96,sd_common:96,sd_dig:96,sdk:[93,113],sdk_version:[36,93],seamlessli:151,search:[73,143,149,159],sec:[7,96,109,115],second:[1,4,6,10,12,14,21,25,30,33,34,40,41,42,45,57,58,65,70,71,77,80,82,83,88,89,93,95,99,101,108,114,115,117,120,121,122,149,152,155,159,160],second_exp:14,section:[64,97,149,150,153,155],see:[0,1,2,3,6,7,10,11,12,18,20,23,24,34,40,42,45,46,50,52,53,54,57,59,60,64,65,66,67,68,70,71,72,73,74,75,76,77,78,79,80,82,83,84,85,86,87,88,89,93,97,99,101,111,114,115,119,121,122,123,143,149,150,151,155,159,160],seek:[11,149],seem:[12,41,76,143,149],seen:[7,42,51],segm1_ch1:115,segm1_ch2:115,segm2_ch1:115,segm2_ch2:115,segm:30,segment:[1,58,104,115],select:[3,14,36,60,93,96,99,104,115,143,147,151,152,155],self:[2,3,4,11,21,31,35,38,42,43,61,65,66,67,68,70,71,72,73,74,75,76,77,78,79,80,82,83,84,85,86,87,88,89,95,100,108,115,119,120,121,122,123,143,155,160],semant:[22,154],semi:[6,10,143],semicolon:[92,96,98,99,107,108,113,114,115],sen:[3,38,107],send:[3,6,8,27,28,29,31,34,59,60,77,98,99,101,107,108,109,114,115,152,153],send_awg_fil:[30,115],send_dc_puls:115,send_pattern:115,send_sequ:115,send_sequence2:115,send_trigg:114,send_waveform:115,send_waveform_to_list:[30,54,115],sendseqxfil:[29,34,55,59,115],sendwfmxfil:[29,55,115],sens:[3,143,149],sens_factor:[3,107],sens_x:38,sensit:[3,6,13,33,34,107],sensor:[97,152],sensor_a:41,sensor_nam:42,sensor_raw:42,sensor_statu:42,sensor_status:97,sensor_status_cod:97,sensor_unit:97,sent:[3,27,30,55,75,83,99,108,114,115,146,151,152,159],separ:[4,6,10,21,39,45,64,74,76,82,92,96,98,99,107,108,109,113,114,115,123,154,159,160],seper:[95,115],septemb:39,seq:[36,115],seq_elem:54,seq_nam:34,seqnam:[34,55,59,115],sequanti:90,sequecn:115,sequenc:[12,21,29,34,42,54,65,67,70,80,82,85,95,96,114,115,119,122,151,152,159],sequence_cfg:115,sequence_length:54,sequence_po:54,sequencelist:[55,115],sequenti:[34,43,58,68,160],seqx:[34,55,59,115,152],seqx_fil:[29,59],seqx_file_nam:34,seqxfilefold:115,seri:[3,64,96,105,109,111,115,141,152],serial:[3,4,13,24,25,26,27,28,29,30,31,32,33,34,36,39,40,41,42,43,44,45,48,49,50,51,52,53,55,57,59,60,61,62,63,92,93,95,96,98,99,107,108,113,114,115,146],serial_numb:[38,44,97,98],serialis:115,seriou:50,serv:3,server:[4,35,42,58,93,104,159,160],server_err:35,server_nam:[17,94,160],session:[25,31,41,71,118,120,143],set:[0,1,2,3,4,6,8,10,11,12,13,14,15,17,18,20,21,22,23,24,26,30,31,33,35,36,37,38,39,40,42,43,44,48,49,51,52,54,55,57,60,61,62,63,64,68,70,71,74,76,80,81,83,85,86,90,91,92,93,94,95,97,100,101,104,106,107,108,109,111,113,114,115,118,119,120,146,148,151,152,154,156,159,160],set_al:95,set_arrai:70,set_b:108,set_capture_length_to_fit_sampl:[34,114],set_capture_rate_to_maximum:[34,114],set_cmd:[1,3,4,10,25,83,84,94,108,160],set_color:[6,10],set_curr:[48,49],set_current_folder_nam:115,set_dacs_zero:101,set_data:[41,97],set_default:115,set_ext_trig:111,set_field:106,set_funct:43,set_jumpmod:115,set_label:10,set_level:115,set_linewidth:10,set_mark:6,set_markeredgecolor:6,set_markerfacecolor:6,set_measur:[35,38],set_mix_chamber_heater_mod:108,set_mix_chamber_heater_power_rang:108,set_mod:115,set_mode_volt_dc:115,set_mp_method:[35,38],set_new_field_limit:[43,108],set_parameter_bound:101,set_pars:[83,84],set_parser_on_off:111,set_persist:108,set_point1:8,set_point2:8,set_point:[8,53],set_pol_dacrack:101,set_ramp:37,set_range_from_temperatur:[42,97],set_raw:[91,93,113],set_remote_statu:108,set_sequ:115,set_set_point:53,set_setpoint_and_rang:97,set_setup_filenam:115,set_smooth:114,set_sqel_event_jump_target_index:115,set_sqel_event_jump_typ:115,set_sqel_event_target_index:[54,115],set_sqel_goto_st:115,set_sqel_goto_target_index:[30,54,115],set_sqel_loopcnt:[54,115],set_sqel_loopcnt_to_inf:[54,115],set_sqel_trigger_wait:[54,115],set_sqel_waveform:[30,54,115],set_sweep:[111,113],set_titl:[1,54],set_to_fast:108,set_to_slow:108,set_v:6,set_valu:86,set_voltag:[48,49,114],set_wrapp:43,set_xdata:[41,42],set_xlabel:[7,30,41,42],set_ydata:[41,42],set_ylabel:[7,18,41,42],set_ylim:[30,54],setboth:160,setbothasync:160,setformatt:17,setlevel:[17,53,54,58,62,63],setpoint:[0,1,6,7,8,10,11,13,20,21,23,24,25,26,27,28,31,36,41,51,53,60,61,63,65,70,76,82,94,96,97,104,108,111,113,114,115,119,137,152,159,160],setpoint_arrai:[65,82],setpoint_label:[21,65,82],setpoint_nam:[6,11,21,65,82,104],setpoint_unit:[11,65,82],setsequencetrack:[29,34,55,59,115],setsequencingnumberofrepetit:59,setsr:59,settabl:[3,4,10,83,86,146,159],setter:[4,42,146],settl:[6,58,143],setup:[6,7,8,13,41,45,51,63,111,115,123,152,154],setupclass:91,setwaveform:[34,55,115],setx:160,sever:[2,10,34,93,104,108,115,143,146,149,150,151,159],sg384:[91,136],sgs100a:91,shadow:2,shall:[34,57,64,108],shamelessli:10,shape:[0,1,3,6,7,11,21,23,24,25,26,27,28,29,31,33,36,39,50,51,53,54,58,61,62,65,70,82,96,104,111,113,122,151,159,160],share:[37,150,153],shared_kwarg:160,shed:24,shell:[154,155],shift:[58,149],ship:[2,36,58],short_nam:42,shortcut:[121,155],shorter:59,shorthand:[1,2],shot:[39,50,132,143,152],should:[2,3,4,8,11,14,25,28,29,36,40,42,43,44,48,49,50,51,53,54,55,57,58,59,60,63,64,65,67,70,71,73,74,75,77,79,80,82,83,85,86,87,91,92,93,95,98,99,107,108,111,114,115,123,143,147,149,151,155,159],shouldn:70,show:[1,3,6,7,10,20,23,25,34,35,36,38,41,42,46,47,57,60,64,143,149,150],show_num:64,show_subprocess_widget:[35,38],show_window:121,shown:[1,2,60,64,147,149],shuffl:10,side:[42,54,60,64,83,98,146,160],sig:58,sig_gen:143,sigma:[6,8],signal:[6,12,25,29,30,36,52,53,54,55,62,93,96,104,105,111,113,114,115,137,149,152,159],signal_channel:59,signal_hound:[52,91],signal_input1:58,signal_input1_ac:58,signal_input1_diff:58,signal_input1_imped:58,signal_input1_rang:58,signal_input1_sc:58,signal_output1:58,signal_output1_ampdef:58,signal_output1_amplitud:58,signal_output1_autorang:58,signal_output1_en:58,signal_output1_imp50:58,signal_output1_offset:58,signal_output1_on:58,signal_output1_rang:58,signal_to_volt:93,signalhound:113,signalhound_usb_sa124b:[52,113],signatur:[6,54,65,66,67,68,70,71,72,73,74,75,76,77,78,79,80,82,83,84,85,86,87,88,89,92,115,119,121,122,123,152],signific:147,significantli:[51,151],silent:[3,30,96],silli:6,sim900:114,sim928:[91,137],sim:[4,42,114,141],similar:[1,4,14,25,34,96,111,113,115,159],similarli:[47,58,149,159],simpl:[4,7,8,13,20,21,22,25,27,33,36,51,53,66,72,75,81,89,122,143,147,151,152,154,159],simpler:143,simplest:[4,22,159],simplex:6,simpli:[2,4,6,8,10,11,29,42,45,52,55,58,64,75,83,115,149],simplifi:[95,143],simul:[6,10,42,108,141,146,152,154,158,159],simultan:[33,43,47,63,95,108],simultani:106,sin:[10,12,13,29,30,32,54,55,109],sinc:[1,3,4,12,22,24,25,43,58,60,95,104,108,115,149,159,160],sine:[13,29,50,53,55,59,62],sine_outdc:[34,114],sinesign:55,sing:51,singl:[1,3,13,21,25,34,35,36,38,39,51,52,63,65,76,83,85,92,93,95,96,97,100,106,111,115,119,122,132,143,146,149,151,152,155,159],single_dataset:5,single_iq:21,single_set:21,single_trigger_marker_1:34,singledata:[5,14],singleiqpair:21,singleton:7,sit:[39,149],site:[1,2,30,31],situat:[10,25,76,149,159],six:[46,47,92],sixteen:42,size:[1,7,25,34,45,65,71,82,83,93,101,113,114],size_byt:93,sketch:147,skew:149,skewed_parabola:17,skill:143,skip:[100,114,143],slack:[138,139,140,143,153,154],slash:72,slave:108,sleep:[3,6,12,13,28,31,32,33,35,38,41,42,43,45,46,47,53,54,86,89,101],slice:[51,85,146],slider:1,slider_demo:1,slightli:[6,36,39,136],slightly_newer_sampl:14,slope:[31,36,40,46,47,60,100],slot:[37,95,96,114],slot_mode_default:95,slot_nam:114,slow:[5,10,30,36,42,45,46,47,99,100,108,114,159],slow_command_timeout:99,slow_external_clock:3,slower:[7,54],slp:61,slvl:18,small:[7,10,39,46,47,51,58,92,94,132,143,149],smaller:[51,114],smart:[108,143],sml:115,smooth_timestep:114,smoothli:[64,114],smr40:91,sms120c:141,smu:3,smua:[3,27,39,115],smub:[3,39,115],snapshot:[0,3,25,36,38,65,67,70,77,78,82,83,88,100,114,115,123,133,136,139,140,149,152,159],snapshot_bas:[100,114],snapshot_get:[65,82,83],snapshot_valu:[65,82,83,114],socket:[42,43,77,108],soft:115,softwar:[3,40,42,58,100,104,109,113,115,140,143,152,159],software_revis:38,software_triggered_read:28,softwaredownload:44,solut:[7,30],solv:143,some:[0,3,4,10,11,13,14,18,23,24,25,30,32,34,36,42,47,55,57,58,64,65,75,77,82,83,85,95,114,115,143,149,151,152,156,159],some_g:23,some_gates_plunger_set:23,somebodi:143,somehow:[10,159],someon:[92,143],someth:[2,8,10,24,34,54,57,58,60,93,100,143,149,150,156,159],sometim:[3,10,11,21,22,25,58,76,151,159],somewhat:[6,149],somewher:[34,44],soon:[95,143],sophist:93,sort:[54,76,133,149],sour1:30,sour:30,sourc:[2,3,25,32,34,36,39,51,57,60,62,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,141,143,144,151,154,159],source1:30,source_mod:57,sourcecod:24,sourcemet:[3,27,115,137],sourcerange_i:39,sourcerange_v:[27,39],sp1:11,sp2:11,sp3:11,sp4t:98,space:[6,46,47,65,82,83,85,115,143,146,149],spam:64,span:[51,52,64,101,113,149],spann:101,spanx:101,spawn:[35,38],spcerr:[91,102],spdt:98,spdt_base:98,speak:[3,24],spec:[4,5,12,15,16,151],specfii:[5,15],special:[3,25,34,65,82,83,96,143,159],specif:[2,3,4,34,36,52,54,64,71,92,93,95,96,98,100,101,108,115,143,146,147,148,149,150,159],specifi:[1,10,22,34,40,44,45,54,60,64,65,74,80,82,91,92,98,99,101,104,113,114,115,117,122,123,143,149,151,156,159],specifiedta:115,spectrum3d:11,spectrum:[11,52,64,91,133,136,137,141,159],speed:[26,28,43,51,83,93,99,159],speed_tabl:99,speedup:139,spend:3,spent:29,sphere:43,spheric:[43,60],spherical_limit:43,spherical_measur:60,spi:101,spi_rack:101,spike:113,spirack:[101,141],splat:1,split:[28,51,56],spread:[52,153],spyder:155,sqel:115,sql:[11,159],sqlite:[6,11,133,147,150,156],sqlite_bas:16,sqrt:[11,43],squ:[32,109],squar:[10,53],squeez:7,squencer:115,squez:7,sr560:[3,91],sr830:[13,91,135,138,152],sr860:[34,91,133,141,152],sr860_120:18,sr860m:114,sr865:[91,141],sr865a:91,sr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Parameters","Comprehensive Plotting How-To","QCoDeS config","Creating QCoDeS instrument drivers","Creating Simulated PyVISA Instruments","Dataset Benchmarking","The Context Manager aka the Measurement Object","DataSet Performance","Implementing doND using the dataset","Load old Data","Offline Plotting Tutorial","Paramtypes explained","Pedestrian example of subscribing to a DataSet","Example Measurements with Real Instruments","The Experiment Container","Experiment container and dasets","Subscriber with JSON export","Datasaving Examples","Logfile parsing","Plotting","Measure without a Loop","Parameters in QCoDeS","ScaledParameter","The Location Formatter","The Snapshot","QCoDeS tutorial","Agilent 34411A versus Keysight 34465A","Benchmark","Benchmark of Keysight 34465A","Benchmark of waveform upload to Tektronix AWG70002A","Benchmark of waveform upload to Tektronix AWG5014C","QDac and Keysight 34465 sync and buffer","Example notebook for the Rigol DG 1062 instrument","QCoDeS example with SR830","Standford Research SR86x Lock-in Amplifier example (with buffered readout)","Qcodes example with Agilent 34400A","Qcodes example with Alazar ATS 9360","Qcodes example with Decadac","Qcodes example with Ithaco","Qcodes example with Keithley 2600","Qcodes example with Keysight 33500B","Lakeshore 325 driver example","Example usage of the Lakeshore Model 372 to control the temperature of the Bluefors fridge","QCodes example with Mercury iPS","Example for Minicircuits Switch Boxes controlled via USB","Qcodes example with Newport AG-UC8 piezo motion controller","Qcodes example with QDac","Qcodes example with QDac_channels","Qcodes example with R&S HMC 8043 Power supply","Qcodes example with Rigol DP832 Power supply","Qcodes example with Rohde Schwarz RTO 1000 series Oscilloscope","Qcodes example with Rohde Schwarz ZN20/8","Frequency trace","QCoDeS Example with Tektronix TPS2012","QCoDeS Example with Tektronix AWG5014","QCoDeS Example with Tektronix AWG70002A","Qcodes example with Triton","Qcodes example with Yokogawa GS200/GS210","QCoDeS Example with ZI UHF-LI","Qcodes+broadbean example with Tektronix AWG5208","QCoDeS example with AMI430","Qcodes example with HP8753D","Example Notebook for Keysight Infiniium Oscilloscopes","Example Notebook for Keysight Network Analyzers","Auto Color Scale","qcodes.ArrayParameter","qcodes.BreakIf","qcodes.ChannelList","qcodes.CombinedParameter","qcodes.Config","qcodes.DataArray","qcodes.DataSet","qcodes.DiskIO","qcodes.FormatLocation","qcodes.Formatter","qcodes.Function","qcodes.GNUPlotFormat","qcodes.IPInstrument","qcodes.Instrument","qcodes.InstrumentChannel","qcodes.Loop","qcodes.ManualParameter","qcodes.MultiParameter","qcodes.Parameter","qcodes.StandardParameter","qcodes.SweepFixedValues","qcodes.SweepValues","qcodes.Task","qcodes.VisaInstrument","qcodes.Wait","qcodes.combine","qcodes.instrument_drivers package","qcodes.instrument_drivers.Advantech package","qcodes.instrument_drivers.AlazarTech package","qcodes.instrument_drivers.HP package","qcodes.instrument_drivers.Harvard package","qcodes.instrument_drivers.Keysight package","qcodes.instrument_drivers.Lakeshore package","qcodes.instrument_drivers.Minicircuits package","qcodes.instrument_drivers.Newport package","qcodes.instrument_drivers.QDev package","qcodes.instrument_drivers.QuTech package","qcodes.instrument_drivers.Spectrum package","qcodes.instrument_drivers.Spectrum.py_header package","qcodes.instrument_drivers.ZI package","qcodes.instrument_drivers.agilent package","qcodes.instrument_drivers.american_magnetics package","qcodes.instrument_drivers.ithaco package","qcodes.instrument_drivers.oxford package","qcodes.instrument_drivers.rigol package","qcodes.instrument_drivers.rigol.private package","qcodes.instrument_drivers.rohde_schwarz package","qcodes.instrument_drivers.rohde_schwarz.private package","qcodes.instrument_drivers.signal_hound package","qcodes.instrument_drivers.stanford_research package","qcodes.instrument_drivers.tektronix package","qcodes.instrument_drivers.weinschel package","qcodes.instrument_drivers.yokogawa package","qcodes.load_data","qcodes.measure.Measure","qcodes.new_data","qcodes.plots.pyqtgraph.QtPlot","qcodes.plots.qcmatplotlib.MatPlot","qcodes.station.Station","qcodes.utils.command","qcodes.utils.deferred_operations","qcodes.utils.helpers","qcodes.utils.metadata","qcodes.utils.validators","Classes and Functions","Private","Public","Changelog for QCoDeS 0.1.1","Changelog for QCoDeS 0.1.10","Changelog for QCoDeS 0.1.11","Changelog for QCoDeS 0.1.2","Changelog for QCoDeS 0.1.3","Changelog for QCoDeS 0.1.4","Changelog for QCoDeS 0.1.5","Changelog for QCoDeS 0.1.6","Changelog for QCoDeS 0.1.7","Changelog for QCoDeS 0.1.9","Changelogs","Contributing","Community Guide","Source Code","Object Hierarchy","Dataset Design","DataSet","Interdependent Parameters","Introduction","DataSet Specification","Examples of using QCoDeS","Get Help","Qcodes project plan","Getting Started","Configuring QCoDeS","QCodes FAQ","User Guide","Introduction","Tutorial"],titleterms:{"1ms":27,"33500b":40,"34400a":35,"34411a":26,"34465a":[26,28],"break":[132,133,135,136,137,141],"case":10,"class":[3,129,130,131],"default":[64,156],"export":16,"function":[55,75,129,130,131],"import":[25,26,27,34,54,62],"new":[6,132,133,135,136,137,138,139,140,141,143],"public":131,"switch":44,"while":61,ATS:[36,93],Not:4,One:34,THE:53,THERE:54,That:[4,43],The:[4,6,14,23,24,25],Using:[2,40,58,64,155,156],abort:157,access:[34,151],acquir:[53,61],acquisit:[33,50,53,62],action:[23,25,131],add:5,adding:3,advantech:92,after:[5,34],ag_uc8:99,aggreg:0,agil:[26,35,105],agilent_34400a:105,aka:6,alazar:36,alazartech:93,all:[20,149],american_magnet:106,ami430:[60,106],amplifi:[22,34],analyz:63,approach:30,arrai:[5,6,11,15,20],arrayparamet:[21,65],ascii:12,asymmetr:64,async:160,ats9360:93,ats9870:93,ats_acquisition_control:93,attent:[46,47],auto:64,automat:[42,64],avanc:160,averag:[50,52],awai:43,awg5014:[54,115],awg5014c:30,awg5200:115,awg5208:[59,115],awg520:115,awg70000a:115,awg70002a:[29,55,115],awg:[34,54,55],awgfilepars:115,background:64,base:[3,42],base_spdt:98,baselin:5,basic:[25,32,34,39,40,43,46,47,58,150,151,152],benchmark:[5,27,28,29,30,31,51,152],block:42,bluefor:42,bonu:4,box:44,breakif:66,broadbean:59,buffer:[31,33,34],bug:143,build:29,burst:[32,40],calibr:41,call:12,can:25,captur:[34,59],categori:10,caution:58,chang:[2,132,133,135,136,137,141],changelog:[132,133,134,135,136,137,138,139,140,141,142],channel:[3,34,42,46,47,51],channellist:67,chat:153,chees:10,clever:143,close:42,code:[143,145],color:64,combin:[0,90,160],combinedparamet:68,command:[32,41,124],commit:143,commun:144,compensatori:149,complic:59,comprehens:1,conduct:149,config:[2,14,69,131,156],configur:[2,34,156],congratul:4,connect:[43,63],construct:[6,151],cont:50,contain:[14,15],content:[25,54,58,64,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,143],context:6,continu:50,continuo:42,contribut:143,control:[42,44,45],core:2,creat:[3,4,62],creation:151,curv:[39,53],custom:[2,3,64],cutoff:64,cuttoff:64,d5a:101,daset:15,data:[5,9,10,17,25,34,62,64,131],dataarrai:70,databas:[6,14],dataformat:17,datasav:17,dataset:[5,7,8,12,71,147,148,149,150,151,152,159],date:155,decadac:[37,95],decoupl:149,deferred_oper:125,defin:25,demo:20,demodul:58,depend:[10,62,155],design:147,develop:143,devic:91,dg1062:109,dg4000:109,differ:43,dimens:149,disabl:42,diskio:72,divid:22,dll:3,dond:8,doubl:5,dp821:109,dp831:109,dp832:[49,109],dp8xx:110,driver:[3,34,41,42,43,152,160],ds4000:109,dummi:17,dynam:3,e8267c:105,e8527d:105,elaps:18,emit:34,environ:155,error:40,event:1,examp:64,exampl:[3,4,6,11,12,13,15,17,25,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,53,54,55,56,57,58,59,60,61,62,63,64,149,152,159],experi:[2,6,14,15,150],explain:11,extran:32,f1d:101,familiar:143,fanci:10,faq:157,fast:39,featur:143,feedback:42,few:149,file:[4,14,29,54,156],find:18,first:43,fix:[132,135,136,137],format:143,formatloc:73,formatt:[23,74],frequenc:[12,13,52],fridg:42,from:[17,34,43,53,155],gener:[5,17,30,55,149],get:[18,27,28,54,59,153,155],git:143,github:155,global:25,gnuplotformat:76,good:149,gs200:[57,117],gs210:57,guid:[144,158],handl:[1,40],happi:43,harvard:95,heat:42,heater:[41,42],help:153,helper:126,hierarchi:146,higher:149,hmc8041:111,hmc8042:111,hmc8043:111,hmc804x:112,hmc:48,hole:10,homogen:64,horizont:50,how:[1,4,157],hp33210a:105,hp8133a:94,hp8753d:[61,94],hp_83650a:94,iPS:43,idea:43,idl:32,ilm200:108,immedi:34,imped:32,implement:8,improv:[132,133,135,136,137,138,139,140,141],includ:4,independ:10,indepent:10,individu:58,infiniium:[62,96],infrastructur:34,initi:[34,43],initialis:[27,54],input:[50,58],insert:5,insid:[5,14],instal:155,instanti:[20,25,43],instrument:[3,4,13,17,20,24,25,32,59,62,63,78,131,146,159,160],instrument_driv:[91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117],instrumentchannel:79,intent:149,interact:25,interdepend:149,interfac:[1,34,151],interleav:10,intern:32,interrupt:10,introduct:[64,147,149,150,151,159],invalid:43,involv:3,ipinstru:77,ips120:108,issu:151,ithaco:[38,107],ithaco_1211:107,ivvi:101,json:16,keep:155,keithlei:39,keithley_2000:115,keithley_2400:115,keithley_2600:115,keithley_2600_channel:115,keithley_2700:115,kelvinox:108,keysight:[26,28,31,40,62,63,96],keysight_33500b:96,keysight_33500b_channel:96,keysight_34460a:96,keysight_34461a:96,keysight_34465a:96,keysight_34470a:96,keysight_b2962a:96,keysight_e8267d:96,keysight_n5183b:96,keysightagilent_33xxx:96,lakeshor:[41,42,97],lakeshore_bas:97,latest:155,lazi:54,level:32,linkag:146,list:[33,54,55],live:25,load:[9,25,41],load_data:118,locat:[23,25],lock:34,logfil:18,loop:[5,15,17,20,24,25,26,42,80,131,159],m3201a:96,m3300a:96,mai:6,make:[54,55,59],manag:6,mani:5,manual:3,manualparamet:81,matplot:[1,122],matplotlib:1,measur:[6,13,20,24,25,58,61,63,119,131,149,157,159,160],mercuri:43,mercuryip:108,mercuryips_visa:108,messag:143,meta:160,m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