diff --git a/_modules/qcodes/tests/test_helpers.html b/_modules/qcodes/tests/test_helpers.html index 19c625670cb..b21dfd34043 100644 --- a/_modules/qcodes/tests/test_helpers.html +++ b/_modules/qcodes/tests/test_helpers.html @@ -134,18 +134,22 @@

Source code for qcodes.tests.test_helpers

-from unittest import TestCase
+import asyncio
+import json
 import time
+
+from collections import OrderedDict
 from datetime import datetime
-import asyncio
-import json
+from unittest import TestCase
+
+
 import numpy as np
 
 from qcodes.utils.helpers import (is_sequence, permissive_range, wait_secs,
                                   make_unique, DelegateAttributes,
                                   LogCapture, strip_attrs, full_class,
                                   named_repr, make_sweep, is_sequence_of,
-                                  compare_dictionaries)
+                                  compare_dictionaries, NumpyJSONEncoder)
 from qcodes.utils.deferred_operations import is_function
 
 
@@ -686,6 +690,38 @@ 
Source code for qcodes.tests.test_helpers
             with self.subTest(args=args):
                 self.assertFalse(is_sequence_of(*args))
+# tests related to JSON encoding +
[docs]class TestJSONencoder(TestCase): + +
[docs] def testNumpyJSONEncoder(self): + e = NumpyJSONEncoder() + + # test basic python types + od = OrderedDict() + od['a'] = 0 + od['b'] = 1 + testinput=[10, float(10.), 'hello', od] + testoutput=['10', '10.0', '"hello"', '{"a": 0, "b": 1}'] + # int + for d, r in zip(testinput, testoutput): + v=e.encode(d) + if type(d) == dict: + self.assertDictEqual(v, r) + else: + self.assertEqual(v, r) + + + # test numpy array + x=np.array([1,0,0]) + v=e.encode(x) + self.assertEqual(v, '[1, 0, 0]') + + # test class + class dummy(object): + pass + # test that does not raise, do not care about + # return value + e.encode(dummy())
[docs]class TestCompareDictionaries(TestCase):
[docs] def test_same(self): diff --git a/_modules/qcodes/utils/helpers.html b/_modules/qcodes/utils/helpers.html index f38088a0971..d975aef8cf3 100644 --- a/_modules/qcodes/utils/helpers.html +++ b/_modules/qcodes/utils/helpers.html @@ -154,6 +154,7 @@

Source code for qcodes.utils.helpers

     """Return numpy types as standard types."""
     # http://stackoverflow.com/questions/27050108/convert-numpy-type-to-python
     # http://stackoverflow.com/questions/9452775/converting-numpy-dtypes-to-native-python-types/11389998#11389998
+
 
[docs]    def default(self, obj):
         if isinstance(obj, np.integer):
             return int(obj)
@@ -169,7 +170,12 @@ 
Source code for qcodes.utils.helpers
                 'im': float(obj.imag)
             }
         else:
-            return super(NumpyJSONEncoder, self).default(obj)

+            try:
+                s = super(NumpyJSONEncoder, self).default(obj)
+            except TypeError:
+                # we cannot convert the object to JSON, just take a string
+                s = str(obj)
+            return s
[docs]def tprint(string, dt=1, tag='default'): diff --git a/_modules/qcodes/utils/validators.html b/_modules/qcodes/utils/validators.html index a5559e991d1..4b60291f9ef 100644 --- a/_modules/qcodes/utils/validators.html +++ b/_modules/qcodes/utils/validators.html @@ -500,7 +500,7 @@

Source code for qcodes.utils.validators

             if (np.shape(value) != self._shape):
                 raise ValueError(
                     '{} does not have expected shape {}; {}'.format(
-                            repr(value), self._shape, context))
+                        repr(value), self._shape, context))
 
         # Only check if max is not inf as it can be expensive for large arrays
         if self._max_value != (float("inf")):
diff --git a/api/generated/qcodes.MockInstrument.html b/api/generated/qcodes.MockInstrument.html
index bb91ceba629..d2b86e4870b 100644
--- a/api/generated/qcodes.MockInstrument.html
+++ b/api/generated/qcodes.MockInstrument.html
@@ -183,7 +183,7 @@ 
qcodes.MockInstrumentname (str) – The name of this instrument.
 
  • delay (number) – Time (in seconds) to wait after any operation
 to simulate communication delay. Default 0.
    • 
-
  • model (MockModel) – A model to connect to. Subclasses MUST accept
+
  • model (MockModel) – A model to connect to. Subclasses MUST accept
 model as a constructor kwarg ONLY, even though it is required.
 See notes in Instrument docstring.
 The model should have one or two methods related directly to this
diff --git a/api/generated/qcodes.SweepFixedValues.html b/api/generated/qcodes.SweepFixedValues.html
index 7a93b1fdb3f..4ec4c205904 100644
--- a/api/generated/qcodes.SweepFixedValues.html
+++ b/api/generated/qcodes.SweepFixedValues.html
@@ -168,7 +168,7 @@ 
    qcodes.SweepFixedValues
 
 Parameters:
      
-
    • parameter (Parameter) – the target of the sweep, an object with set and
+
    • parameter (Parameter) – the target of the sweep, an object with set and
 optionally validate methods
      • 
 
    • keys (Optional[Any]) – one or a sequence of items, each of which can be:
 - a single parameter value
diff --git a/api/generated/qcodes.SweepValues.html b/api/generated/qcodes.SweepValues.html
index a30bca30f96..be1cb340a20 100644
--- a/api/generated/qcodes.SweepValues.html
+++ b/api/generated/qcodes.SweepValues.html
@@ -185,7 +185,7 @@ 
      qcodes.SweepValues
 
 Parameters:
        
-
      • parameter (Parameter) – the target of the sweep, an object with
+
      • parameter (Parameter) – the target of the sweep, an object with
 set, and optionally validate methods
        • 
 
      • **kwargs – Passed on to Metadatable parent
        • 
 
      
diff --git a/auto/qcodes.data.html b/auto/qcodes.data.html
index 4bc33f13f7a..628aa8ea2d7 100644
--- a/auto/qcodes.data.html
+++ b/auto/qcodes.data.html
@@ -1192,7 +1192,7 @@ 
      Submodules
 
 
-Parameters:data_set (DataSet) – the data to read into. Should already have
+Parameters:data_set (DataSet) – the data to read into. Should already have
 attributes io (an io manager), location (string),
 and arrays (dict of {array_id: array}, can be empty
 or can already have some or all of the arrays present, they
@@ -1211,7 +1211,7 @@ 
      Submodules
 
 
-Parameters:data_set (DataSet) – the data to read metadata into
+Parameters:data_set (DataSet) – the data to read metadata into
 
 
 
@@ -1229,7 +1229,7 @@ 
      Submodules
 
 Parameters:
        
-
      • data_set (DataSet) – the data we are reading into.
        • 
+
      • data_set (DataSet) – the data we are reading into.
        • 
 
      • f (file-like) – a file-like object to read from, as provided by
 io_manager.open.
        • 
 
      • ids_read (set) – ``array_id``s that we have already read.
@@ -1259,7 +1259,7 @@ 
        Submodules
 
 Parameters:
          
-
        • data_set (DataSet) – the data we are writing.
          • 
+
        • data_set (DataSet) – the data we are writing.
          • 
 
        • io_manager (io_manager) – base physical location to write to.
          • 
 
        • location (str) – the file location within the io_manager.
          • 
 
        
@@ -1279,7 +1279,7 @@ 
        Submodules
 
 Parameters:
          
-
        • data_set (DataSet) – the data we are writing.
          • 
+
        • data_set (DataSet) – the data we are writing.
          • 
 
        • io_manager (io_manager) – base physical location to write to.
          • 
 
        • location (str) – the file location within the io_manager.
          • 
 
        • read_first (bool, optional) – whether to first look for previously
@@ -1372,7 +1372,7 @@ 
          Submodules
 
 Parameters:
            
-
          • data_set (DataSet) – the data we’re storing
            • 
+
          • data_set (DataSet) – the data we’re storing
            • 
 
          • io_manager (io_manager) – the base location to write to
            • 
 
          • location (str) – the file location within io_manager
            • 
 
          
@@ -1391,7 +1391,7 @@ 
          Submodules
 
 Parameters:
            
-
          • data_set (DataSet) – the data we’re storing
            • 
+
          • data_set (DataSet) – the data we’re storing
            • 
 
          • io_manager (io_manager) – the base location to write to
            • 
 
          • location (str) – the file location within io_manager
            • 
 
          • read_first (bool, optional) – read previously saved metadata before
diff --git a/auto/qcodes.html b/auto/qcodes.html
index e81605d39f1..03c5336305c 100644
--- a/auto/qcodes.html
+++ b/auto/qcodes.html
@@ -935,7 +935,7 @@ 
            Submodules
 
            
-dummy_parameter = <qcodes.instrument.parameter.ManualParameter: single at 47804990280088>
            
+dummy_parameter = <qcodes.instrument.parameter.ManualParameter: single at 47064589038032>
 
            
 
 
            
diff --git a/auto/qcodes.instrument.html b/auto/qcodes.instrument.html
index 736878f8f04..723fa7e3572 100644
--- a/auto/qcodes.instrument.html
+++ b/auto/qcodes.instrument.html
@@ -1065,7 +1065,7 @@ 
            Submodulesstr) – The name of this instrument.
            • 
 
          • delay (number) – Time (in seconds) to wait after any operation
 to simulate communication delay. Default 0.
            • 
-
          • model (MockModel) – A model to connect to. Subclasses MUST accept
+
          • model (MockModel) – A model to connect to. Subclasses MUST accept
 model as a constructor kwarg ONLY, even though it is required.
 See notes in Instrument docstring.
 The model should have one or two methods related directly to this
@@ -1338,7 +1338,7 @@ 
            SubmodulesReturns:values that where actually set
 
-Return type:list
+Return type:list
 
 
 
@@ -1408,7 +1408,7 @@ 
            Submodules
 
 
-Parameters:parameter (Parameter) – Parameter to be wrapped
+Parameters:parameter (Parameter) – Parameter to be wrapped
 
 
 
@@ -1576,7 +1576,7 @@ 
            Submodules
 Returns:All public attribute names, plus docstring and _vals
 
-Return type:list
+Return type:list
 
 
 
@@ -1642,7 +1642,7 @@ 
            SubmodulesReturn type:
            SweepFixedValues
            
+Return type:
            SweepFixedValues
            
 
 
 
@@ -2521,7 +2521,7 @@ 
            Submodules
 
 Parameters:
              
-
            • parameter (Parameter) – the target of the sweep, an object with set and
+
            • parameter (Parameter) – the target of the sweep, an object with set and
 optionally validate methods
              • 
 
            • keys (Optional[Any]) – one or a sequence of items, each of which can be:
 - a single parameter value
@@ -2582,7 +2582,7 @@ 
              Submodules
 Returns:copied values
 
-Return type:SweepFixedValues
+Return type:SweepFixedValues
 
 
 
@@ -2657,7 +2657,7 @@ 
              Submodules
 
 Parameters:
                
-
              • parameter (Parameter) – the target of the sweep, an object with
+
              • parameter (Parameter) – the target of the sweep, an object with
 set, and optionally validate methods
                • 
 
              • **kwargs – Passed on to Metadatable parent
                • 
 
              
diff --git a/auto/qcodes.instrument_drivers.ithaco.html b/auto/qcodes.instrument_drivers.ithaco.html
index 3517ac8365f..e8e24f12da1 100644
--- a/auto/qcodes.instrument_drivers.ithaco.html
+++ b/auto/qcodes.instrument_drivers.ithaco.html
@@ -182,9 +182,9 @@ 
              Submodules
 
 Parameters:
                
-
              • measured_param (Parameter) – a gettable parameter returning the
+
              • measured_param (Parameter) – a gettable parameter returning the
 voltage read from the Ithaco output.
                • 
-
              • c_amp_ins (Ithaco_1211) – 
                an Ithaco instance where you manually
+
              • c_amp_ins (Ithaco_1211) – 
                an Ithaco instance where you manually
 maintain the present settings of the real Ithaco amp.
                
 
                Note: it should be possible to use other current preamps, if they
 define parameters sens (sensitivity, in A/V), sens_factor
diff --git a/auto/qcodes.instrument_drivers.signal_hound.html b/auto/qcodes.instrument_drivers.signal_hound.html
index 442cd494f92..5c26a80fba8 100644
--- a/auto/qcodes.instrument_drivers.signal_hound.html
+++ b/auto/qcodes.instrument_drivers.signal_hound.html
@@ -283,12 +283,12 @@ 
                Submodules
 
                
-saStatus = {'saOvenColdErr': -20, 'saCompressionWarning': 2, 'saUSBCommErr': -11, 'saDeviceNotConfiguredErr': -6, 'saBandwidthClamped': 4, 'saInvalidDetectorErr': -95, 'saNullPtrErr': -1, 'saNoError': 0, 'saUnknownErr': -666, 'saDeviceNotIdleErr': -9, 'saFrequencyRangeErr': -99, 'saInvalidModeErr': -7, 'saTooManyDevicesErr': -5, 'saInvalidParameterErr': -4, 'saExternalReferenceNotFound': -89, 'saBandwidthErr': -91, 'saDeviceNotFoundErr': -8, 'saInvalidScaleErr': -94, 'saInvalidDeviceErr': -2, 'saNoCorrections': 1, 'saTrackingGeneratorNotFound': -10, 'saNotConfiguredErr': -6, 'saParameterClamped': 3, 'saInternetErr': -12, 'saDeviceNotOpenErr': -3}
                
+saStatus = {'saOvenColdErr': -20, 'saInvalidScaleErr': -94, 'saDeviceNotIdleErr': -9, 'saParameterClamped': 3, 'saUSBCommErr': -11, 'saBandwidthClamped': 4, 'saTrackingGeneratorNotFound': -10, 'saDeviceNotFoundErr': -8, 'saInvalidModeErr': -7, 'saTooManyDevicesErr': -5, 'saNoCorrections': 1, 'saFrequencyRangeErr': -99, 'saNullPtrErr': -1, 'saDeviceNotOpenErr': -3, 'saInternetErr': -12, 'saCompressionWarning': 2, 'saExternalReferenceNotFound': -89, 'saNotConfiguredErr': -6, 'saInvalidParameterErr': -4, 'saDeviceNotConfiguredErr': -6, 'saBandwidthErr': -91, 'saUnknownErr': -666, 'saNoError': 0, 'saInvalidDetectorErr': -95, 'saInvalidDeviceErr': -2}
 
                
 
 
                
 
                
-saStatus_inverted = {0: 'saNoError', 1: 'saNoCorrections', 2: 'saCompressionWarning', 3: 'saParameterClamped', 4: 'saBandwidthClamped', -1: 'saNullPtrErr', -99: 'saFrequencyRangeErr', -95: 'saInvalidDetectorErr', -94: 'saInvalidScaleErr', -91: 'saBandwidthErr', -666: 'saUnknownErr', -89: 'saExternalReferenceNotFound', -20: 'saOvenColdErr', -12: 'saInternetErr', -11: 'saUSBCommErr', -10: 'saTrackingGeneratorNotFound', -9: 'saDeviceNotIdleErr', -8: 'saDeviceNotFoundErr', -7: 'saInvalidModeErr', -6: 'saNotConfiguredErr', -5: 'saTooManyDevicesErr', -4: 'saInvalidParameterErr', -3: 'saDeviceNotOpenErr', -2: 'saInvalidDeviceErr'}
                
+saStatus_inverted = {0: 'saNoError', 1: 'saNoCorrections', 2: 'saCompressionWarning', 3: 'saParameterClamped', 4: 'saBandwidthClamped', -2: 'saInvalidDeviceErr', -99: 'saFrequencyRangeErr', -95: 'saInvalidDetectorErr', -94: 'saInvalidScaleErr', -91: 'saBandwidthErr', -666: 'saUnknownErr', -89: 'saExternalReferenceNotFound', -20: 'saOvenColdErr', -12: 'saInternetErr', -11: 'saUSBCommErr', -10: 'saTrackingGeneratorNotFound', -9: 'saDeviceNotIdleErr', -8: 'saDeviceNotFoundErr', -7: 'saInvalidModeErr', -6: 'saDeviceNotConfiguredErr', -5: 'saTooManyDevicesErr', -4: 'saInvalidParameterErr', -3: 'saDeviceNotOpenErr', -1: 'saNullPtrErr'}
 
                
 
 
                
diff --git a/auto/qcodes.instrument_drivers.stanford_research.html b/auto/qcodes.instrument_drivers.stanford_research.html
index 06fed6b8e1b..0d506bc25a3 100644
--- a/auto/qcodes.instrument_drivers.stanford_research.html
+++ b/auto/qcodes.instrument_drivers.stanford_research.html
@@ -207,7 +207,7 @@ 
                Submodules
 
 Parameters:
                
 
 
                
 
                
-AWG_FILE_FORMAT_HEAD = {'TRIGGER_SOURCE': 'h', 'REFERENCE_MULTIPLIER_RATE': 'h', 'EVENT_INPUT_THRESHOLD': 'd', 'TRIGGER_INPUT_IMPEDANCE': 'h', 'REFERENCE_SOURCE': 'h', 'RUN_MODE': 'h', 'CLOCK_SOURCE': 'h', 'JUMP_TIMING': 'h', 'INTERLEAVE_ADJ_PHASE': 'd', 'INTERNAL_TRIGGER_RATE': 'd', 'EXTERNAL_REFERENCE_TYPE': 'h', 'TRIGGER_INPUT_SLOPE': 'h', 'SAMPLING_RATE': 'd', 'HOLD_REPETITION_RATE': 'h', 'ZEROING': 'h', 'RUN_STATE': 'h', 'REPETITION_RATE': 'd', 'COUPLING': 'h', 'EVENT_INPUT_IMPEDANCE': 'h', 'TRIGGER_INPUT_POLARITY': 'h', 'REFERENCE_CLOCK_FREQUENCY_SELECTION': 'h', 'DIVIDER_RATE': 'h', 'EVENT_INPUT_POLARITY': 'h', 'TRIGGER_INPUT_THRESHOLD': 'd', 'WAIT_VALUE': 'h', 'INTERLEAVE': 'h', 'INTERLEAVE_ADJ_AMPLITUDE': 'd'}
                
+AWG_FILE_FORMAT_HEAD = {'EVENT_INPUT_POLARITY': 'h', 'DIVIDER_RATE': 'h', 'HOLD_REPETITION_RATE': 'h', 'INTERLEAVE_ADJ_PHASE': 'd', 'EVENT_INPUT_IMPEDANCE': 'h', 'TRIGGER_INPUT_THRESHOLD': 'd', 'REPETITION_RATE': 'd', 'INTERNAL_TRIGGER_RATE': 'd', 'RUN_STATE': 'h', 'TRIGGER_INPUT_POLARITY': 'h', 'WAIT_VALUE': 'h', 'COUPLING': 'h', 'REFERENCE_MULTIPLIER_RATE': 'h', 'ZEROING': 'h', 'TRIGGER_INPUT_IMPEDANCE': 'h', 'REFERENCE_CLOCK_FREQUENCY_SELECTION': 'h', 'EVENT_INPUT_THRESHOLD': 'd', 'CLOCK_SOURCE': 'h', 'SAMPLING_RATE': 'd', 'TRIGGER_SOURCE': 'h', 'EXTERNAL_REFERENCE_TYPE': 'h', 'REFERENCE_SOURCE': 'h', 'JUMP_TIMING': 'h', 'TRIGGER_INPUT_SLOPE': 'h', 'INTERLEAVE': 'h', 'RUN_MODE': 'h', 'INTERLEAVE_ADJ_AMPLITUDE': 'd'}
 
                
 
 
                
diff --git a/auto/qcodes.tests.html b/auto/qcodes.tests.html
index 88f6c048d16..75c181269d9 100644
--- a/auto/qcodes.tests.html
+++ b/auto/qcodes.tests.html
@@ -1407,6 +1407,17 @@ 
                Submodules
+
                
+class qcodes.tests.test_helpers.TestJSONencoder(methodName='runTest')[source]
                
+
                Bases: unittest.case.TestCase
                
+
                
+
                
+testNumpyJSONEncoder()[source]
                
+
                
+
+
                
+
 
                
 
                
 class qcodes.tests.test_helpers.TestMakeSweep(methodName='runTest')[source]
                
@@ -2671,7 +2682,7 @@ 
                Submodules
 
                
-not_bools = [0, 1, 10, -1, 100, 1000000, -1000000000000000, 1000000000000000, 0.1, -0.1, 1.0, 3.5, -2300000.0, 5500000000000000.0, 1.34e-10, -2.5e-05, 3.141592653589793, 2.718281828459045, '', None, nan, inf, -inf, '1', [], {}, [1, 2], {1: 1}, b'good', <class 'qcodes.tests.test_validators.AClass'>, <qcodes.tests.test_validators.AClass object at 0x2b7a7cc14080>, <function a_func at 0x2b7a7cc27b70>]
                
+not_bools = [0, 1, 10, -1, 100, 1000000, -1000000000000000, 1000000000000000, 0.1, -0.1, 1.0, 3.5, -2300000.0, 5500000000000000.0, 1.34e-10, -2.5e-05, 3.141592653589793, 2.718281828459045, '', None, nan, inf, -inf, '1', [], {}, [1, 2], {1: 1}, b'good', <class 'qcodes.tests.test_validators.AClass'>, <qcodes.tests.test_validators.AClass object at 0x2ace1856f2b0>, <function a_func at 0x2ace18771598>]
 
                
 
 
                
@@ -2718,7 +2729,7 @@ 
                Submodules
 
                
-not_ints = [0.1, -0.1, 1.0, 3.5, -2300000.0, 5500000000000000.0, 1.34e-10, -2.5e-05, 3.141592653589793, 2.718281828459045, '', None, nan, inf, -inf, '1', [], {}, [1, 2], {1: 1}, b'good', <class 'qcodes.tests.test_validators.AClass'>, <qcodes.tests.test_validators.AClass object at 0x2b7a7cc14320>, <function a_func at 0x2b7a7cc27b70>]
                
+not_ints = [0.1, -0.1, 1.0, 3.5, -2300000.0, 5500000000000000.0, 1.34e-10, -2.5e-05, 3.141592653589793, 2.718281828459045, '', None, nan, inf, -inf, '1', [], {}, [1, 2], {1: 1}, b'good', <class 'qcodes.tests.test_validators.AClass'>, <qcodes.tests.test_validators.AClass object at 0x2ace1856fac8>, <function a_func at 0x2ace18771598>]
 
                
 
 
                
@@ -2780,12 +2791,12 @@ 
                Submodules
 
                
-not_divisors = [0, -1, -5, -1000000000000000.0, 0.1, -0.1, 1.0, 3.5, -2300000.0, 5500000000000000.0, 1.34e-10, -2.5e-05, 3.141592653589793, 2.718281828459045, '', None, nan, inf, -inf, '1', [], {}, [1, 2], {1: 1}, b'good', <class 'qcodes.tests.test_validators.AClass'>, <qcodes.tests.test_validators.AClass object at 0x2b7a7cc144a8>, <function a_func at 0x2b7a7cc27b70>]
                
+not_divisors = [0, -1, -5, -1000000000000000.0, 0.1, -0.1, 1.0, 3.5, -2300000.0, 5500000000000000.0, 1.34e-10, -2.5e-05, 3.141592653589793, 2.718281828459045, '', None, nan, inf, -inf, '1', [], {}, [1, 2], {1: 1}, b'good', <class 'qcodes.tests.test_validators.AClass'>, <qcodes.tests.test_validators.AClass object at 0x2ace1856fd68>, <function a_func at 0x2ace18771598>]
 
                
 
 
                
 
                
-not_multiples = [0.1, -0.1, 1.0, 3.5, -2300000.0, 5500000000000000.0, 1.34e-10, -2.5e-05, 3.141592653589793, 2.718281828459045, '', None, nan, inf, -inf, '1', [], {}, [1, 2], {1: 1}, b'good', <class 'qcodes.tests.test_validators.AClass'>, <qcodes.tests.test_validators.AClass object at 0x2b7a7cc144e0>, <function a_func at 0x2b7a7cc27b70>]
                
+not_multiples = [0.1, -0.1, 1.0, 3.5, -2300000.0, 5500000000000000.0, 1.34e-10, -2.5e-05, 3.141592653589793, 2.718281828459045, '', None, nan, inf, -inf, '1', [], {}, [1, 2], {1: 1}, b'good', <class 'qcodes.tests.test_validators.AClass'>, <qcodes.tests.test_validators.AClass object at 0x2ace1856fc88>, <function a_func at 0x2ace18771598>]
 
                
 
 
                
@@ -2801,7 +2812,7 @@ 
                Submodulesunittest.case.TestCase
                
 
                
 
                
-not_numbers = ['', None, '1', [], {}, [1, 2], {1: 1}, b'good', <class 'qcodes.tests.test_validators.AClass'>, <qcodes.tests.test_validators.AClass object at 0x2b7a7cc14208>, <function a_func at 0x2b7a7cc27b70>]
                
+not_numbers = ['', None, '1', [], {}, [1, 2], {1: 1}, b'good', <class 'qcodes.tests.test_validators.AClass'>, <qcodes.tests.test_validators.AClass object at 0x2ace1856f860>, <function a_func at 0x2ace18771598>]
 
                
 
 
                
@@ -2857,7 +2868,7 @@ 
                Submodules
 
                
-not_strings = [0, 1, 10000000000.0, b'', b'\xc3\x98rsted F\xc3\xa6lled', b'\xe5\xa4\x8f\xe6\x97\xa5\xe7\x95\x85\xe9\x94\x80\xe6\xa6\x9c\xe5\xa4\xa7\xe7\x89\x8c\xe7\xbe\x8e', [], [1, 2, 3], {}, {'b': 2, 'a': 1}, True, False, None, <class 'qcodes.tests.test_validators.AClass'>, <qcodes.tests.test_validators.AClass object at 0x2b7a7cc141d0>, <function a_func at 0x2b7a7cc27b70>]
                
+not_strings = [0, 1, 10000000000.0, b'', b'\xc3\x98rsted F\xc3\xa6lled', b'\xe5\xa4\x8f\xe6\x97\xa5\xe7\x95\x85\xe9\x94\x80\xe6\xa6\x9c\xe5\xa4\xa7\xe7\x89\x8c\xe7\xbe\x8e', [], [1, 2, 3], {}, {'a': 1, 'b': 2}, True, False, None, <class 'qcodes.tests.test_validators.AClass'>, <qcodes.tests.test_validators.AClass object at 0x2ace1856f4a8>, <function a_func at 0x2ace18771598>]
 
                
 
 
                
diff --git a/auto/qcodes.utils.html b/auto/qcodes.utils.html
index d1979d86e48..d081c2d509d 100644
--- a/auto/qcodes.utils.html
+++ b/auto/qcodes.utils.html
@@ -597,7 +597,7 @@ 
                Submodules
 Parameters:
 
 
diff --git a/genindex.html b/genindex.html
index e582c09d81b..5cd5f5f0f3d 100644
--- a/genindex.html
+++ b/genindex.html
@@ -5657,12 +5657,12 @@ 
                T
                
   
                test_numpy_good() (qcodes.tests.test_json.TestNumpyJson method)
   
                
 
-  
                
-  
                
       
   
                test_on_off() (qcodes.instrument_drivers.agilent.test_suite.TestAgilent_E8527D method)
   
                
 
+  
                
+  
                
       
   
                test_overridable_methods() (qcodes.tests.test_format.TestBaseFormatter method)
   
                
@@ -6110,6 +6110,10 @@ 
                T
                
   
 
       
+  
                TestJSONencoder (class in qcodes.tests.test_helpers)
+  
                
+
+      
   
                testLen() (qcodes.tests.test_combined_par.TestMultiPar method)
   
                
 
@@ -6210,6 +6214,10 @@ 
                T
                
   
 
       
+  
                testNumpyJSONEncoder() (qcodes.tests.test_helpers.TestJSONencoder method)
+  
                
+
+      
   
                TestParamConstructor (class in qcodes.tests.test_parameter)
   
                
 
diff --git a/objects.inv b/objects.inv
index 51c8dbf0c12..e19733b10ff 100644
Binary files a/objects.inv and b/objects.inv differ
diff --git a/searchindex.js b/searchindex.js
index b3f1dc9198d..6a5ede0f418 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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did:[73,84],diff:67,differ:[12,19,23,53,55,56,59,64,67,70,72,77,80,81,83,88,89],differenti:[10,55,56],difficult:77,difficulti:[77,81],digit:67,digital_amplitude_n:67,digital_high_n:67,digital_low_n:67,digital_method_n:67,digital_offset_n:67,dimens:[10,17,55,88],dimension:[10,12,55],dir:[54,56,67,72],direct:[23,56,65,72,77],directli:[12,20,21,53,55,56,62,67,70,72,88],directori:[12,13,34,36,53,54,55,67,77,81,84,85],disabl:[12,36,55,73],disadvantag:88,disappear:88,disconnect:[56,70,88],discov:[57,81],discret:88,discuss:[77,82],disk:[12,13,15,36,53,55,88],diskio:12,displai:[48,52,53,55,67],display_auto:73,display_clear:60,dispos:72,dissip:88,distinct:55,distribut:83,dive:72,diverg:67,divider_rate:67,divisor:[71,72],dll:[58,65,88],dll_path:[58,65],dmm:60,do_acquisit:58,do_upd:73,doc:[54,55,59,77,84],doccstr:89,dock:73,docstr:[16,21,23,56,67,71,77],document:[16,23,56,58,74,75,77,83,88],doe:[10,14,17,20,28,53,55,56,57,59,60,64,66,67,69,70,71,72,77,81,88],doesn:[10,12,36,55,67,69,70,77],domain:62,domin:83,domwidget:73,don:[15,24,25,26,32,37,53,55,56,70,72,77,88,89],done:[53,55,56,75,84,88,89],dot:[54,77,85],dotdict:54,doubl:[14,55,67],doubt:77,down:[56,70,77],download:84,downsid:[22,56],dramat:88,driver:[56,57,58,59,60,61,62,63,64,65,66,67,68,71,75,77,81,83,87,88],driver_vers:58,drivertestcas:[57,60,68,71],due:[88,89],dummi:[35,53,71,89],dummy_paramet:53,dummyinstru:71,dump:[55,58],dumypar:71,duplic:[55,72],dure:[24,25,29,51,53,56,58,67,88,89],e8527d:[52,53,57],each:[10,12,15,16,17,18,20,23,24,25,36,39,53,55,56,58,60,66,67,68,69,70,71,72,73,77,80,83,88,89],eachot:89,earlier:53,easi:[80,83,84],easier:[21,22,56,77,88],easiest:[19,56,81],easili:[55,83],edgar:71,edite:65,editor:77,effect:[54,56,58,85],either:[15,19,23,24,55,56,63,69,70,72,88],electron:83,element:[55,67,72,85,88],element_no:67,els:77,elsewher:[39,53,56],email:82,embed:84,emit:[24,56],emoji:77,empti:[55,56],emptymodel:71,emptyserv:71,emul:71,enabl:[21,56],enable_record_head:58,encapsul:88,enclos:53,encod:[16,24,55,56,72],encourag:77,end:[14,25,28,53,55,56,58,67,69,70,72,73,77,83,88],endblock:4,endif:4,enforc:[56,72],enhanc:72,enough:[77,80],ensur:[55,56,65,66,70,77,88],ensure_ascii:72,ensureconnect:56,enter:56,entir:[39,53,55,72,88],entri:[15,20,49,53,54,55,72],entry_point:55,entrypoint:51,env:[9,54,71,84,85],env_file_nam:[9,54],enviro:84,environ:[83,84,85],equal:[71,85],equip:53,equival:[53,83],err:65,error:[10,19,20,22,24,37,53,55,56,58,59,67,70,71,72,85,89],error_class:71,error_cod:59,error_str:71,especi:53,essenti:60,etc:[10,16,23,24,53,55,56,72,77,88],ethernet:[18,56],eumer:[26,56],evalu:[27,53,72],evaluat:[55,72],even:[13,15,21,24,25,26,28,37,55,56,67,70,77,88],event:[67,70],event_input_impedance:67,event_input_polarity:67,event_input_threshold:67,event_jump_to:67,eventu:[69,77],everi:[8,12,20,21,22,30,53,54,55,56,58,72,82,88,89],everybodi:[77,82],everyon:77,everyth:[14,49,55,72,77,81],exactli:[55,56,69,72,77],exampl:[7,10,14,23,24,26,28,53,54,55,56,58,69,72,77,80,83,84,86],exce:77,except:[53,55,56,67,71,72,77],exception:[40,56,71,72],exec_str:72,execut:[16,27,53,55,56,67,70,71,72,73,80,81,83,88],executor:89,exercis:77,exist:[14,15,19,26,34,36,55,56,67,72,77,83,88],existing_match:71,exit:[33,53,56],expand:78,expand_trac:69,expect:[15,20,53,55,62,70,72,77,89],experi:[9,53,54,83,84,88],experiment:[83,88],explain:[77,85,89],explicit:[25,56,69],explicitli:[10,55,73,77,88],expos:85,express:[24,56,88],ext:67,extend:[4,17,25,55,56,72],extens:[17,55,67,73],extern:[65,67],external_add_n:67,external_reference_type:67,external_startcaptur:58,external_trigger_coupl:58,external_trigger_rang:58,extra:[12,21,22,23,36,54,55,56,71,77,88],extra_schema_path:54,extract:62,extrem:88,f_async:71,fact:77,factori:55,fail:[55,72,77,81,88],failed:77,failfast:53,failing_func:71,failur:[53,77],fakemonitor:71,falcon:77,fall:69,fals:[10,12,31,32,34,36,37,53,55,56,59,60,63,66,67,70,71,72,73,77,85,88],far:56,fast:[77,88],faster:[21,56,67,77],favor:81,fcontent:67,feasibl:83,feat:77,featur:65,feed:[61,66],feedback:[26,56,88],feel:[69,77],fetch:[55,62,69],few:[16,56,77],fewer:55,ffor:58,field:[16,17,23,24,55,56,72,83,89],fifo_only_stream:58,figur:[69,77,84,88],file:[9,12,14,15,17,34,36,53,54,55,59,62,67,69,71,72,73,77],file_1d:71,file_exist:55,file_path:67,file_typ:73,filen:[9,54],filenam:[55,67,69],filenotfounderror:54,files_combin:71,filestructur:67,filesystem:55,filewrapp:55,fill:[20,53,55,88],find:[14,31,53,55,56,58,69,72,77,82,85],find_board:58,find_compon:56,find_instru:56,findal:62,fine:[59,88],finger:71,finish:[53,58,67,75,88],finish_bi:71,finish_clock:72,finsh:54,firmwar:[56,58],first:[10,17,22,23,24,27,31,53,55,56,69,73,77,88,89],first_cal:73,fit:[23,56,58,77],five:65,fix:[10,16,25,55,56,72],fixabl:77,flag:[59,65],flake8:77,flat:55,flat_index:55,flavor:88,flexibl:[80,83],flush:55,fmt:[14,55,71],fmt_counter:[14,55],fmt_date:[14,55],fmt_time:[14,55],fname:67,focus:77,folder:[13,17,55,67],follow:[54,55,77,81,84,85,88,89],foo:[77,85,89],footer:77,forc:[37,55,67,70],force_ev:67,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did:[73,84],diff:67,differ:[12,19,23,53,55,56,59,64,67,70,72,77,80,81,83,88,89],differenti:[10,55,56],difficult:77,difficulti:[77,81],digit:67,digital_amplitude_n:67,digital_high_n:67,digital_low_n:67,digital_method_n:67,digital_offset_n:67,dimens:[10,17,55,88],dimension:[10,12,55],dir:[54,56,67,72],direct:[23,56,65,72,77],directli:[12,20,21,53,55,56,62,67,70,72,88],directori:[12,13,34,36,53,54,55,67,77,81,84,85],disabl:[12,36,55,73],disadvantag:88,disappear:88,disconnect:[56,70,88],discov:[57,81],discret:88,discuss:[77,82],disk:[12,13,15,36,53,55,88],diskio:12,displai:[48,52,53,55,67],display_auto:73,display_clear:60,dispos:72,dissip:88,distinct:55,distribut:83,dive:72,diverg:67,divider_rate:67,divisor:[71,72],dll:[58,65,88],dll_path:[58,65],dmm:60,do_acquisit:58,do_upd:73,doc:[54,55,59,77,84],doccstr:89,dock:73,docstr:[16,21,23,56,67,71,77],document:[16,23,56,58,74,75,77,83,88],doe:[10,14,17,20,28,53,55,56,57,59,60,64,66,67,69,70,71,72,77,81,88],doesn:[10,12,36,55,67,69,70,77],domain:62,domin:83,domwidget:73,don:[15,24,25,26,32,37,53,55,56,70,72,77,88,89],done:[53,55,56,75,84,88,89],dot:[54,77,85],dotdict:54,doubl:[14,55,67],doubt:77,down:[56,70,77],download:84,downsid:[22,56],dramat:88,driver:[56,57,58,59,60,61,62,63,64,65,66,67,68,71,75,77,81,83,87,88],driver_vers:58,drivertestcas:[57,60,68,71],due:[88,89],dummi:[35,53,71,89],dummy_paramet:53,dummyinstru:71,dump:[55,58],dumypar:71,duplic:[55,72],dure:[24,25,29,51,53,56,58,67,88,89],e8527d:[52,53,57],each:[10,12,15,16,17,18,20,23,24,25,36,39,53,55,56,58,60,66,67,68,69,70,71,72,73,77,80,83,88,89],eachot:89,earlier:53,easi:[80,83,84],easier:[21,22,56,77,88],easiest:[19,56,81],easili:[55,83],edgar:71,edite:65,editor:77,effect:[54,56,58,85],either:[15,19,23,24,55,56,63,69,70,72,88],electron:83,element:[55,67,72,85,88],element_no:67,els:77,elsewher:[39,53,56],email:82,embed:84,emit:[24,56],emoji:77,empti:[55,56],emptymodel:71,emptyserv:71,emul:71,enabl:[21,56],enable_record_head:58,encapsul:88,enclos:53,encod:[16,24,55,56,72],encourag:77,end:[14,25,28,53,55,56,58,67,69,70,72,73,77,83,88],endblock:4,endif:4,enforc:[56,72],enhanc:72,enough:[77,80],ensur:[55,56,65,66,70,77,88],ensure_ascii:72,ensureconnect:56,enter:56,entir:[39,53,55,72,88],entri:[15,20,49,53,54,55,72],entry_point:55,entrypoint:51,env:[9,54,71,84,85],env_file_nam:[9,54],enviro:84,environ:[83,84,85],equal:[71,85],equip:53,equival:[53,83],err:65,error:[10,19,20,22,24,37,53,55,56,58,59,67,70,71,72,85,89],error_class:71,error_cod:59,error_str:71,especi:53,essenti:60,etc:[10,16,23,24,53,55,56,72,77,88],ethernet:[18,56],eumer:[26,56],evalu:[27,53,72],evaluat:[55,72],even:[13,15,21,24,25,26,28,37,55,56,67,70,77,88],event:[67,70],event_input_impedance:67,event_input_polarity:67,event_input_threshold:67,event_jump_to:67,eventu:[69,77],everi:[8,12,20,21,22,30,53,54,55,56,58,72,82,88,89],everybodi:[77,82],everyon:77,everyth:[14,49,55,72,77,81],exactli:[55,56,69,72,77],exampl:[7,10,14,23,24,26,28,53,54,55,56,58,69,72,77,80,83,84,86],exce:77,except:[53,55,56,67,71,72,77],exception:[40,56,71,72],exec_str:72,execut:[16,27,53,55,56,67,70,71,72,73,80,81,83,88],executor:89,exercis:77,exist:[14,15,19,26,34,36,55,56,67,72,77,83,88],existing_match:71,exit:[33,53,56],expand:78,expand_trac:69,expect:[15,20,53,55,62,70,72,77,89],experi:[9,53,54,83,84,88],experiment:[83,88],explain:[77,85,89],explicit:[25,56,69],explicitli:[10,55,73,77,88],expos:85,express:[24,56,88],ext:67,extend:[4,17,25,55,56,72],extens:[17,55,67,73],extern:[65,67],external_add_n:67,external_reference_type:67,external_startcaptur:58,external_trigger_coupl:58,external_trigger_rang:58,extra:[12,21,22,23,36,54,55,56,71,77,88],extra_schema_path:54,extract:62,extrem:88,f_async:71,fact:77,factori:55,fail:[55,72,77,81,88],failed:77,failfast:53,failing_func:71,failur:[53,77],fakemonitor:71,falcon:77,fall:69,fals:[10,12,31,32,34,36,37,53,55,56,59,60,63,66,67,70,71,72,73,77,85,88],far:56,fast:[77,88],faster:[21,56,67,77],favor:81,fcontent:67,feasibl:83,feat:77,featur:65,feed:[61,66],feedback:[26,56,88],feel:[69,77],fetch:[55,62,69],few:[16,56,77],fewer:55,ffor:58,field:[16,17,23,24,55,56,72,83,89],fifo_only_stream:58,figur:[69,77,84,88],file:[9,12,14,15,17,34,36,53,54,55,59,62,67,69,71,72,73,77],file_1d:71,file_exist:55,file_path:67,file_typ:73,filen:[9,54],filenam:[55,67,69],filenotfounderror:54,files_combin:71,filestructur:67,filesystem:55,filewrapp:55,fill:[20,53,55,88],find:[14,31,53,55,56,58,69,72,77,82,85],find_board:58,find_compon:56,find_instru:56,findal:62,fine:[59,88],finger:71,finish:[53,58,67,75,88],finish_bi:71,finish_clock:72,finsh:54,firmwar:[56,58],first:[10,17,22,23,24,27,31,53,55,56,69,73,77,88,89],first_cal:73,fit:[23,56,58,77],five:65,fix:[10,16,25,55,56,72],fixabl:77,flag:[59,65],flake8:77,flat:55,flat_index:55,flavor:88,flexibl:[80,83],flush:55,fmt:[14,55,71],fmt_counter:[14,55],fmt_date:[14,55],fmt_time:[14,55],fname:67,focus:77,folder:[13,17,55,67],follow:[54,55,77,81,84,85,88,89],foo:[77,85,89],footer:77,forc:[37,55,67,70],force_ev:67,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Functions","Private","Public","qcodes","qcodes package","qcodes.config package","qcodes.data package","qcodes.instrument package","qcodes.instrument_drivers package","qcodes.instrument_drivers.AlazarTech package","qcodes.instrument_drivers.QuTech package","qcodes.instrument_drivers.agilent package","qcodes.instrument_drivers.ithaco package","qcodes.instrument_drivers.oxford package","qcodes.instrument_drivers.rigol package","qcodes.instrument_drivers.rohde_schwarz package","qcodes.instrument_drivers.signal_hound package","qcodes.instrument_drivers.stanford_research package","qcodes.instrument_drivers.tektronix package","qcodes.instrument_drivers.weinschel package","qcodes.plots package","qcodes.process package","qcodes.tests package","qcodes.utils package","qcodes.widgets package","Changelog for QCoDeS 0.1.1","Changelog for QCoDeS 0.1.2","Changelogs","Contributing","Community Guide","Source Code","Object Hierarchy","Notes on test runners compatible with Qcodes","Get Help","Qcodes 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