0.1 WavesExecuter#
Multiple Experiments#
Consider a scenario, you have multiple circuits that you want to run at once.
Call .measure() one by one will be inefficient,
no to mention that you also need to call .anlyze() for their post-processing.
Here we provide a more efficient way solve this problem, where the true power of Qurrium as experiment manage toolkit.
Althoght WavesExecuter has provided you to run multiple circuits at once by .measure.
But you can not set shots for each circuit for they run by same experiment.
a. Import the instances#
from qurry import WavesExecuter
experiment_workflow = WavesExecuter()
b. Preparing quantum circuit#
Prepare and add circuits to the .wave for later usage.
from qiskit import QuantumCircuit
from qurry.recipe import TrivialParamagnet, GHZ
def make_neel_circuit(n):
qc = QuantumCircuit(n)
for i in range(0, n, 2):
qc.x(i)
return qc
circuits_dict = {}
for i in range(2, 13, 2):
circuits_dict[f"trivial_paramagnet_{i}_ms"] = TrivialParamagnet(i)
circuits_dict[f"ghz_{i}_ms"] = GHZ(i)
circuits_dict[f"neel_{i}_ms"] = make_neel_circuit(i)
for name, circuit in circuits_dict.items():
circuit.measure_all()
experiment_workflow.add(circuit, name)
c. Execute multiple experiments at once#
Let’s demonstrate the true power of Qurrium.
from qurry.qurrium.wavesqurry.arguments import WavesExecuterMeasureArgs
---------------------------------------------------------------------------
ModuleNotFoundError Traceback (most recent call last)
Cell In[3], line 1
----> 1 from qurry.qurrium.wavesqurry.arguments import WavesExecuterMeasureArgs
ModuleNotFoundError: No module named 'qurry.qurrium.wavesqurry'
Preparing a configuration list for multiple experiments with following parameters:
class WavesExecuterMeasureArgs(total=False):
"""Output arguments for :meth:`output`."""
shots: int
"""Number of shots."""
tags: Optional[tuple[str, ...]]
"""The tags to be used for the experiment."""
waves: Optional[list[Union[QuantumCircuit, Hashable]]]
"""The list of circuits to be measured."""
config_list: list[WavesExecuterMeasureArgs] = [
{
"shots": 1024,
"waves": [f"{wave_names}_{i}_ms" for _ in range(10) for i in range(2, 13, 2)],
"tags": (wave_names, f"size_{i}"),
}
for wave_names in ["trivial_paramagnet", "ghz", "neel"]
]
print(len(config_list))
3
The .multiOutput will return an id of this multimanager instance,
which can be used to get the results and post-process them.
Each multimanager will export the experiments in a folder you can specify
by setting save_location parameter with default location for current directory
where Python executed.
It will create a folder with the name of the multimanager instance,
and inside it will create a folder for storing each experiment data.
It will do firstly in the building process, but you can skip it by setting skip_build_write=True to save time.
After all experiments are executed, it will export secondly,
which can also be skipped by setting skip_output_write=True for no files output.
multi_exps1 = experiment_workflow.multiOutput(
config_list,
summoner_name="qurrium.waves_executer", # you can name it whatever you want
multiprocess_build=True,
# Using multiprocessing to build the experiments,
# it will be faster but take all the CPU
skip_build_write=True,
# Skip the writing of the experiment as files during the build,
save_location=".",
# Save the experiment as files in the current directory
multiprocess_write=True,
# Writing the experiment as files using multiprocessing,
)
multi_exps1
| MultiManager building...
| Write "qurrium.waves_executer.001", at location "qurrium.waves_executer.001"
| MultiOutput running...
| Export multimanager...
| No quantity to export.
| Export multi.config.json for a2b990a1-5983-4f37-9fc9-50435fa1f470
| Exporting qurrium.waves_executer.001/qurryinfo.json...
| Exporting qurrium.waves_executer.001/qurryinfo.json done.
'a2b990a1-5983-4f37-9fc9-50435fa1f470'
experiment_workflow.multimanagers[multi_exps1]
<MultiManager(id="a2b990a1-5983-4f37-9fc9-50435fa1f470",
name="qurrium.waves_executer.001",
tags=(),
jobstype="local",
pending_strategy="tags",
last_events={
'output.001': '2025-06-25 13:41:02',},
exps_num=3)>
d. Take all counts#
for exp_id, exp_instance in experiment_workflow.multimanagers[multi_exps1].exps.items():
print(f"| {exp_id}:", exp_instance.afterwards.counts)
print("-" * 20)
| b638afd0-0042-47ba-b311-360066d83be5: [{'00': 248, '10': 279, '11': 247, '01': 250}, {'1011': 62, '0000': 62, '0100': 80, '1100': 60, '1010': 60, '1110': 58, '1001': 58, '0101': 68, '0111': 57, '0011': 68, '0010': 66, '1111': 61, '0001': 69, '1000': 70, '0110': 68, '1101': 57}, {'001100': 19, '111010': 16, '110000': 17, '001111': 14, '101010': 19, '101100': 11, '100100': 16, '001110': 18, '111111': 19, '111100': 17, '011111': 15, '011011': 27, '100111': 10, '000100': 22, '110110': 18, '100011': 7, '101011': 11, '010000': 21, '001000': 16, '111101': 15, '000101': 15, '110011': 13, '101001': 20, '101111': 13, '111001': 9, '001010': 17, '101110': 26, '010101': 8, '100001': 15, '010011': 14, '101101': 22, '001101': 10, '100010': 15, '111000': 22, '000010': 14, '110101': 16, '010100': 18, '010111': 17, '110001': 11, '011010': 11, '011101': 15, '000001': 17, '110100': 15, '010110': 16, '110111': 25, '011100': 20, '110010': 15, '001001': 17, '101000': 24, '011001': 14, '011110': 13, '000000': 14, '111011': 10, '011000': 17, '001011': 16, '100110': 20, '100000': 18, '000011': 19, '000111': 13, '010010': 10, '000110': 15, '010001': 13, '111110': 16, '100101': 18}, {'11011010': 1, '00001010': 1, '10010111': 2, '00000011': 1, '01111000': 2, '10110001': 4, '10101101': 2, '11110011': 4, '11111010': 1, '11100010': 1, '11110101': 4, '10000100': 3, '01001111': 2, '10101111': 3, '01100111': 1, '11001000': 5, '10101001': 4, '00010011': 2, '01110110': 4, '01101111': 5, '10111111': 5, '11101000': 6, '11001010': 2, '00100001': 2, '00100111': 8, '11000100': 4, '00011111': 3, '11010101': 3, '01111110': 3, '00111000': 4, '11111101': 7, '00010110': 2, '00010111': 7, '01011101': 4, '01100010': 4, '10100010': 2, '11100111': 3, '11001111': 3, '00100010': 2, '11101101': 5, '11011001': 6, '01110100': 2, '10101010': 2, '00000010': 1, '01000010': 4, '00000000': 1, '00101011': 1, '01100110': 2, '11010111': 5, '11001101': 5, '01101010': 2, '00111100': 2, '10011010': 1, '10001110': 6, '11101110': 3, '11010001': 2, '00000111': 7, '00100000': 8, '10010001': 5, '11011101': 2, '00010010': 2, '10100000': 1, '00001111': 3, '00100101': 1, '11100001': 4, '00101010': 8, '11101011': 10, '10101110': 4, '00011100': 2, '11100100': 3, '01010011': 5, '01000100': 7, '11011011': 4, '00110000': 2, '00111010': 5, '00001110': 4, '10000000': 4, '10011100': 3, '11101001': 5, '01110101': 3, '01111100': 6, '01111111': 3, '11110010': 1, '11111100': 5, '01100011': 10, '10110000': 10, '11000010': 7, '00011001': 7, '10110011': 3, '11110001': 8, '00101000': 5, '01000111': 10, '01010100': 6, '00100110': 7, '11001100': 5, '10110100': 4, '10011111': 4, '11111000': 7, '11001001': 4, '10101100': 4, '10100110': 4, '10110010': 3, '10100101': 2, '00111011': 11, '11011100': 2, '11000000': 4, '11010011': 4, '01011011': 5, '11010000': 2, '00101001': 2, '10111001': 3, '10010010': 4, '00101111': 6, '10010100': 2, '11111001': 2, '10000110': 4, '10001100': 5, '10011110': 5, '10100011': 4, '11101111': 7, '10100100': 1, '10110101': 4, '11100011': 6, '10010011': 6, '00000100': 3, '00101110': 7, '11110000': 3, '00111001': 2, '11100101': 3, '01110010': 4, '11101100': 6, '01110011': 5, '00001101': 7, '01000101': 8, '01011001': 4, '01100100': 7, '11110110': 3, '10100001': 5, '10111101': 6, '01100001': 4, '00000101': 3, '10001111': 4, '11000101': 2, '11000001': 4, '00011011': 4, '00110011': 7, '00101100': 3, '11011110': 4, '00111111': 2, '01101001': 2, '01010000': 2, '01010010': 3, '00110110': 3, '11011111': 4, '00100011': 4, '01001011': 2, '01101000': 2, '00010000': 3, '11110100': 4, '11000110': 2, '00010100': 4, '00100100': 4, '00000110': 3, '00010001': 9, '11001011': 6, '11010110': 5, '10000001': 6, '10000101': 3, '10001010': 3, '01110001': 6, '01100101': 5, '11001110': 3, '01010110': 4, '01101101': 2, '00001000': 7, '01011010': 6, '01000110': 7, '10011000': 2, '10010110': 4, '01101110': 8, '00110111': 3, '11110111': 4, '01001110': 3, '00110010': 5, '01010111': 5, '10110111': 3, '01011111': 6, '01111001': 6, '01111010': 8, '10001011': 3, '10111010': 3, '10010101': 6, '10101011': 4, '10100111': 8, '01001001': 4, '01001101': 3, '01011100': 4, '11000011': 4, '01010101': 3, '00011110': 2, '11111110': 2, '11111011': 8, '00111110': 2, '01000011': 3, '00000001': 3, '10010000': 4, '01000000': 2, '10001000': 8, '00011101': 3, '01110000': 8, '11100000': 2, '10111011': 6, '10011011': 3, '11101010': 5, '01101011': 5, '11100110': 6, '10011001': 1, '10001001': 6, '00111101': 2, '01111011': 9, '10011101': 2, '00101101': 5, '01100000': 5, '01111101': 6, '00001001': 6, '10111110': 2, '01011000': 6, '10110110': 2, '11111111': 2, '01001010': 4, '10000111': 5, '00110100': 2, '01001100': 5, '11010100': 3, '00011010': 2, '10000010': 4, '10001101': 6, '01000001': 10, '10000011': 5, '00001100': 1, '01110111': 5, '01001000': 2, '01101100': 4, '11011000': 1, '00010101': 1, '11000111': 5, '01010001': 3, '00001011': 4, '10101000': 3, '11010010': 4, '00110001': 4}, {'0000101010': 1, '0101111110': 1, '0001010010': 1, '0000011111': 1, '1000111110': 1, '1000010101': 1, '0111011101': 1, '0100111001': 1, '0100101100': 1, '0010010100': 1, '1101101101': 1, '1110100011': 1, '0110010101': 2, '0100101101': 1, '0010101001': 1, '1000111101': 1, '1101110110': 1, '0010010010': 1, '0100111011': 1, '1110000111': 1, '1110011100': 1, '1001101101': 1, '1111110110': 1, '0000001011': 1, '1110010100': 1, '0001000010': 1, '1001101111': 1, '0001111000': 1, '0000001001': 1, '1000100000': 1, '0010010011': 1, '1001100111': 1, '1001011110': 1, '1000111000': 1, '1001110001': 1, '0100100000': 1, '1110101101': 1, '1010000111': 1, '0000000110': 1, '1001000001': 2, '1110001011': 1, '0100001001': 1, '0110001100': 1, '0000001010': 1, '1110001010': 2, '1000110011': 1, '0011110010': 1, '1110100101': 1, '0110100011': 1, '0000111000': 1, '1111001111': 1, '1001100000': 1, '0000111110': 1, '1101100100': 1, '1100100110': 1, '1001001010': 2, '0000010000': 1, '0100111010': 1, '0011000111': 1, '1010010010': 3, '0001011000': 1, '1010011001': 1, '1111010000': 1, '1011001010': 1, '1111110000': 2, '0111010111': 1, '1010011011': 1, '1001010110': 2, '0111001000': 2, '1010111000': 4, '1000100100': 2, '1111010111': 1, '0000100001': 1, '0111010011': 2, '1011000101': 4, '0110100000': 1, '0010001011': 2, '1010100111': 1, '0010000101': 3, '0100010101': 1, '1101100001': 2, '0101001101': 1, '1010011100': 2, '1100111010': 3, '0011110001': 1, '0011001110': 1, '1111011110': 2, '1010111110': 1, '1111000000': 1, '1011011000': 2, '0101110101': 1, '1110000000': 2, '0000100100': 1, '1000010011': 1, '1111000111': 1, '0011101111': 2, '1010110010': 2, '0100101011': 1, '0001111001': 2, '0110001010': 1, '0001010100': 3, '0001110010': 1, '0101011110': 1, '0100101001': 1, '1000111111': 2, '0000011000': 2, '0001001111': 1, '0011001000': 2, '0011000011': 1, '1101110101': 2, '0001010001': 2, '0011101010': 1, '0011001111': 3, '0110100101': 3, '1001111111': 1, '0110110110': 1, '1100000010': 3, '1011011100': 2, '0011000000': 2, '1000110000': 2, '0010011101': 2, '0011011001': 3, '0110100110': 2, '0001100000': 1, '1100000111': 1, '0101011111': 2, '0001010101': 5, '1011110101': 2, '0101010000': 2, '1101010101': 2, '1010011101': 1, '0110111011': 2, '0010000100': 2, '1010100101': 3, '1101111100': 4, '0001010111': 3, '1010010011': 3, '1100110111': 1, '1010110111': 2, '1000100110': 1, '1100111000': 2, '1100000001': 1, '0111010001': 1, '1101110010': 1, '0111010100': 3, '1011001111': 2, '0101000000': 1, '1110010110': 2, '0101001100': 2, '1110100110': 1, '0000101000': 2, '0110010100': 2, '0101100000': 5, '1001000000': 2, '1101111011': 1, '1111001001': 2, '0001001100': 2, '0101100011': 1, '0110001111': 2, '0010001010': 1, '0100001011': 2, '1011110111': 1, '1000100111': 1, '1111000011': 1, '0000110111': 2, '1100111100': 1, '1110000011': 1, '0101000010': 3, '0111101100': 1, '1010010111': 1, '0011100001': 4, '1010100100': 2, '1101011110': 1, '1101101000': 1, '1110011000': 1, '0101111100': 3, '1111010101': 1, '0110110111': 2, '1110100001': 3, '0100110101': 1, '1111001000': 2, '0100101010': 2, '1110101010': 1, '1011100011': 1, '1111101011': 1, '1011001100': 1, '0111011110': 3, '0101000101': 1, '1011011111': 1, '0110110011': 1, '1010001000': 2, '1011101100': 1, '1000101111': 2, '1011100101': 4, '1100001011': 1, '0010100110': 1, '0101001001': 2, '0000110001': 1, '1010010001': 2, '1101011101': 1, '0101110100': 1, '1000100101': 1, '1111111111': 2, '0100010000': 1, '1101011111': 1, '0110010010': 2, '1100100111': 1, '0100011001': 1, '1011001000': 2, '1111010100': 1, '0000000101': 1, '1100100001': 1, '1011110000': 4, '0001110001': 2, '0101111101': 2, '1000011001': 3, '1101011011': 2, '1011111011': 2, '0111101001': 2, '1101111010': 1, '0100010110': 3, '1001011011': 2, '1100100011': 1, '1001101010': 3, '1101011000': 1, '1111100000': 1, '1100101111': 2, '1001110100': 4, '0011100111': 2, '0100001000': 1, '0001110111': 1, '0001011100': 1, '1111001101': 1, '0011011101': 2, '1001111000': 1, '0010000000': 1, '0110000011': 2, '1100110011': 1, '0010011011': 1, '0101001110': 1, '0010100111': 1, '1101000000': 2, '0011011010': 2, '1111101001': 3, '1011010100': 1, '0111111111': 1, '1000001101': 1, '0011001001': 1, '0111000010': 1, '0010011111': 2, '0011111000': 1, '0111101110': 2, '1111000110': 2, '0110001011': 1, '1010010101': 3, '1000110001': 2, '0000010001': 2, '0011011100': 3, '1010101111': 1, '0000011110': 1, '1100111101': 1, '1000010111': 2, '1111000010': 2, '1100010010': 2, '1111110111': 1, '0100000001': 1, '0111101111': 1, '0110101000': 2, '1100101110': 3, '1011100110': 3, '0011111001': 2, '1101001100': 1, '0100110110': 1, '1001010000': 1, '1111100011': 2, '0001011110': 1, '1110100000': 1, '0110011000': 2, '1000101001': 3, '1010000000': 1, '0011011111': 1, '0110001000': 2, '0001100001': 1, '0110111110': 1, '0011001100': 2, '1010110001': 1, '1101001000': 1, '0001101100': 1, '0010000011': 1, '0010010000': 1, '0010000111': 2, '0111100010': 1, '0000100111': 1, '1101100000': 2, '0100011011': 1, '1010011000': 2, '0100011101': 3, '1000000010': 2, '0010101100': 2, '1110110111': 1, '0101000011': 1, '1100011000': 2, '1101111101': 2, '1110100100': 1, '1101111111': 1, '0111100001': 2, '1001001111': 2, '1110111110': 1, '1011000001': 1, '1110011010': 2, '1110110010': 2, '1110111010': 3, '1110111000': 4, '1101111001': 4, '0000100010': 1, '0101011001': 4, '1100111001': 2, '1101100011': 2, '1100000110': 2, '0011110011': 1, '0110101011': 2, '1001000111': 3, '1100011100': 1, '0011010000': 1, '0011011000': 1, '1010010100': 1, '0010100101': 2, '1111000101': 3, '0101010011': 1, '1100110010': 1, '1010000101': 2, '1110010000': 1, '1011101001': 3, '1100000011': 1, '1101100111': 1, '1001111001': 1, '1010110101': 1, '1101001011': 2, '0110110010': 1, '1100010001': 2, '0100100111': 1, '0000000100': 2, '0001011101': 2, '0001000101': 2, '1011010101': 1, '0010101101': 1, '0000010111': 1, '1000000111': 1, '0000010110': 2, '0101100100': 1, '1000111100': 1, '1101111000': 4, '1001111010': 2, '1001100100': 3, '0100001010': 1, '1101111110': 2, '1101110000': 1, '0000110011': 1, '0111101011': 2, '1001111100': 1, '1011010000': 1, '0110101110': 1, '1010111101': 1, '0101101100': 2, '0000010101': 1, '1011011101': 1, '1000001111': 1, '0010111111': 1, '1111100001': 2, '0010100001': 3, '0010111101': 2, '1111110101': 2, '0111100011': 2, '1000001100': 1, '1000011110': 1, '1111011000': 1, '1011100010': 1, '1001111110': 2, '0100110000': 3, '1000101010': 1, '1101000100': 2, '1101101001': 3, '1111011011': 1, '0011010010': 5, '0110101100': 1, '0101111000': 1, '1100001110': 1, '1010101100': 3, '0001001000': 3, '0001101111': 3, '0011101101': 1, '1111010110': 2, '1011100001': 3, '0001110110': 1, '0000111010': 2, '0000010010': 1, '0000001111': 2, '0000100101': 2, '1111111100': 1, '1100000100': 2, '0110110101': 1, '1001000010': 2, '0111100100': 1, '0100001111': 3, '1110111101': 2, '0011100011': 3, '1110111011': 1, '1100011001': 1, '0100100100': 1, '0111110110': 2, '0000101011': 2, '0111111000': 2, '0000000011': 2, '1110111111': 1, '0001011010': 2, '0001000110': 4, '0011100101': 2, '1111011010': 1, '0101010110': 1, '0001001001': 1, '1000011100': 1, '0111000101': 1, '1001101000': 2, '0111111100': 3, '0110010011': 1, '0011101100': 1, '0110000111': 1, '1100001001': 2, '1111000001': 1, '0001000100': 2, '0001101001': 1, '0011110111': 1, '0101001011': 2, '1010000100': 1, '0110100100': 2, '0101101011': 1, '1100001101': 2, '0111100110': 3, '0000011001': 1, '1011010001': 2, '0000111100': 1, '0000101111': 2, '1001010010': 1, '0100111111': 3, '0100010010': 2, '0001111101': 1, '1111111101': 1, '1101000110': 2, '1000110101': 1, '0101010100': 1, '1101100110': 2, '0110011110': 3, '0000111101': 2, '1011000100': 1, '1111010001': 2, '1010110000': 2, '0011011011': 1, '0011011110': 4, '0111000111': 2, '1010101101': 1, '0100000010': 1, '0101011011': 2, '1100100101': 1, '0111001110': 2, '1110101110': 1, '1101001001': 1, '1100110001': 1, '0000011100': 1, '1110000110': 1, 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'111101111001': 1, '000000111001': 2, '100110110010': 1, '111011110000': 1, '000000110101': 1, '010111110011': 1, '110000111000': 1, '100011100000': 2, '111100110010': 2, '000011100110': 2, '111001010100': 1, '010110001001': 1, '011101100100': 1, '100001010110': 1, '110000010110': 1, '000001100100': 2, '000110001001': 2, '110000011000': 1, '011011001010': 1, '100000001111': 1, '000111010110': 1, '110011010011': 1, '101110001110': 1, '111101110100': 1, '111000100110': 1, '110111000111': 2, '001100111001': 1, '001110001010': 1, '011001111011': 1, '010100100111': 1, '010011111001': 1, '110010010010': 2, '011100110011': 1, '001011100010': 2, '001011110110': 1, '101011011001': 1, '101111000000': 2, '101111100001': 1, '101100111101': 1, '111100000101': 1, '111001001011': 1, '000110001111': 1, '011101010110': 2, '011100001110': 1, '011000101001': 1, '110101010101': 1, '110010011001': 1, '011110111111': 1, '001011011010': 1, '101000011011': 1, '001011000011': 2, '111100110000': 1, 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'010010001010': 1, '000100110000': 1, '110010000111': 1, '111100110101': 1, '010001110011': 1, '000110110010': 1, '001100010001': 1, '100111010011': 1, '100000101001': 1, '010110011001': 1, '010111001110': 1, '000011011100': 1, '011110010100': 1, '010010001111': 1, '011111010100': 1, '110101111110': 2, '011010100100': 1, '001000110111': 1, '100111001100': 1, '000100011100': 1, '111101011111': 1, '010010001001': 2, '111100100001': 1, '010100001100': 1, '000001110110': 1, '010100100101': 1, '110001111000': 1, '101110000001': 1, '101001100100': 1, '101011001111': 1, '111110110000': 1, '001101000001': 1, '100000000010': 1, '000110100101': 1, '111100100111': 1, '100011111110': 1, '000111101011': 2, '111111000101': 1, '100101100000': 1, '010110010101': 1, '100110011010': 3, '001011110100': 1, '011111011100': 1, '011000010100': 1, '101011100010': 1, '010011100111': 3, '101001111110': 1, '110001010101': 1, '110110111011': 1, '001101000111': 1, '000010000011': 1, '000010010000': 1, '101110001011': 1, '111101110001': 1, '110001110101': 1, '101100001111': 1, '000000111010': 1, '101100001101': 2, '110110010110': 1, '110001011010': 1, '001101111001': 2, '101011010000': 1, '011101011111': 1, '000011000110': 1, '100111100110': 1, '110000111001': 1, '001010100111': 1, '011001001100': 1, '000111001101': 2, '101001010110': 2, '000001100101': 1, '110100011000': 1, '000000001000': 1, '101101001000': 1, '100110110111': 1, '111011101010': 1, '011110100100': 1, '011010010110': 1, '000000111101': 2, '001011000100': 2, '110101011000': 1, '001101100101': 1, '000001010010': 1, '111000001101': 2, '111010010101': 1, '110000100011': 1, '000110001101': 1, '010000100000': 1, '011011100101': 2, '110111110011': 1, '000100010101': 1, '110000111110': 1, '011000111110': 1, '110110011100': 1, '011010000110': 1, '111101011100': 1, '100100100101': 1, '100010100000': 1, '010001010110': 1, '100010010000': 1, '110101110101': 1, '011001000100': 1, '100000010011': 1, '101110011010': 2, '110100100000': 1, '011011110110': 2, '100111111001': 1, '100011110101': 1, '100011111001': 1, '100000111000': 1, '010011110010': 1, '001001110011': 1, '011101111100': 1, '001100001010': 1, '011111011101': 1, '000110010101': 1, '111000010101': 1, '001001110000': 1, '011110100111': 1, '000101111100': 1, '011000110001': 1, '110100010100': 1, '011101110100': 1, '011100101101': 1, '011001000001': 1, '010010110000': 1, '001100111101': 2, '101001000110': 1, '000110000101': 1, '110110101011': 1, '011001000011': 1, '011110000000': 1, '110100100001': 1, '111001110110': 1, '011011000101': 1, '111110000001': 1, '001001101000': 1, '000111000101': 1, '111101110111': 1, '101101101111': 1, '100100000100': 1, '001001010011': 1, '000000001101': 1, '111111101000': 1, '000010100111': 1, '000001001110': 1, '010011011010': 1, '101110101000': 1, '011001111100': 1, '000111010010': 1, '110110011111': 1, '110000001000': 1, '000101110101': 1, '011010101111': 1, '010000101110': 1, '010101010000': 1, '001100101011': 2, '101010101010': 1, '100000010010': 1, '110001011001': 1, '100000100100': 1, '001110101100': 1, '010011110001': 1, '110001000011': 1, '100100000111': 1, '011101101110': 1, '001101111111': 2, '000011101011': 1, '000110011100': 1, '001011000010': 1, '101000000100': 1, '111010000011': 1, '000001010000': 1, '101110100101': 1, '100110110011': 1, '010101111110': 1, '011111001111': 1, '011001111010': 1, '110111011110': 1, '001011001001': 1, '011111001101': 1, '101001111011': 1, '100010001100': 3, '110111100000': 1, '000000111111': 1, '101101011101': 1, '010001001010': 1, '110100101011': 1, '100101000110': 2, '101100010000': 1, '000100101011': 1, '101000111000': 1, '001001011111': 1, '100011001110': 1, '010110000110': 1, '100100110101': 1, '011100111111': 3, '110110010101': 1, '001110010100': 1, '000100000010': 1, '010000110100': 1, '111000101000': 2, '000110101001': 1, '110011010100': 1, '110110001001': 1, '001110101111': 1, '010001010111': 1, '010010100000': 1, '011110111101': 3, '101000111011': 1, '100110011000': 1, '111001101111': 1, '001001100000': 2, '000010101001': 2, '000010010101': 1, '001101100011': 1, '111000111011': 1, '011001110010': 1, '010111100101': 1, '000110011011': 1, '000001011011': 1, '101111101001': 1, '000000000110': 2, '010010101100': 1, '100000101110': 1, '101000110110': 2, '100111100010': 3, '101000000011': 1, '110110110101': 1, '110010000000': 1, '100000001110': 1, '000000010011': 1, '011110011110': 2, '101110100011': 1, '000110101000': 1, '000011001011': 1, '110011101101': 2, '101101010011': 2, '100011010010': 1, '111001101000': 1, '001110100010': 1, '011100000100': 1, '100101100010': 2, '110110100101': 1, '110010011111': 1, '001000111001': 1, '010011011111': 3, '101110010100': 1, '111011101001': 1, '000100011000': 1, '100110101011': 1, '111000101110': 1, '010111011000': 1, '011010111111': 1, '101100000111': 1, '100100001111': 1, '100110001000': 1, '000100100100': 1, '000000011101': 1, '001100011001': 1, '000111110110': 1, '000110100010': 1, '100110000111': 1, '000111110100': 2, '010111011001': 1, '000010000111': 1, '011010011110': 1, '101111001101': 1, '111000010111': 1, '111000000011': 1, '110110010001': 3, '111001110010': 1, '111000111010': 2, '111111110000': 1, '001111110101': 1, '010101011110': 1, '001101010001': 1, '101101100001': 1, '001111110000': 1, '100000000111': 1, '011011011011': 1, '001010011111': 1, '000010001110': 1, '101001001000': 1, '110001100100': 1, '100110111010': 1, '110111001111': 1, '110101111011': 1, '001101000100': 1, '110111111100': 1, '101110011011': 1, '011100100000': 1, '100000110000': 1, '011001101111': 1, '001000001001': 1, '111101000111': 1, '011110000100': 1, '100100110100': 1, '001111111000': 1, '010000000100': 1, '111001101101': 1, '001001110110': 1, '010101100111': 1, '110011101110': 1, '011011010101': 1, '111001011010': 1, '101001110000': 1, '011110010111': 1, '101111111101': 1, '101001011010': 1, '111010110111': 1, '010000001110': 1, '100001010010': 3, '001000100010': 1, '100110110110': 1, '000000111100': 1, '011111001010': 1, '010000001001': 1, '000000101111': 2, '001001000101': 1, '001010000000': 1, '011010110010': 1, '110010101110': 1, '001010111111': 1, '011111111011': 2, '111010001110': 1, '111010001010': 1, '001000110100': 1, '101010100000': 1, '001000111101': 1, '101100100011': 1, '010011111111': 1, '101010001110': 1, '001110110111': 1, '010010111011': 1, '010011101011': 1, '011100101000': 1, '001100011000': 1, '011001011101': 1, '011010111100': 2, '011110011101': 2, '010011101100': 1, '000111001011': 1, '101010101000': 1, '000100001001': 1, '010010011000': 1, '110101000100': 2, '111011111100': 1, '101000011111': 1, '000000001100': 1, '100000110001': 1, '011111000010': 1, '100110111111': 1, '110111010011': 2, '001110011100': 1, '001101010011': 1, '101010101110': 2, '001001101010': 1, '001011010111': 1, '000110011001': 1, '101010001010': 1, '001110000001': 1, '001000110000': 1, '010100101101': 1, '000011010010': 1, '100010101000': 1, '101010010000': 1, '110101000011': 1, '010010001000': 1, '110000010001': 1, '111011011110': 1, '011001110000': 1, '100000100011': 1, '010101011100': 1, '001001001011': 1, '001000001101': 1, '001010000110': 1, '011010100111': 1, '100111110011': 1, '011000000001': 1, '000010110110': 1, '110110000111': 1, '101010011010': 1, '110101011010': 2, '011110001001': 1, '100001110010': 1, '111100000111': 1, '101011110011': 2, '011100000010': 1, '101000011010': 1, '010100101000': 1, '110001010010': 1, '001100100001': 1, '100100000110': 1, '010000011000': 1, '010101100101': 1, '100111010000': 2, '010101101101': 1, '000110101010': 1, '101100110111': 1, '101011010001': 1, '110001011111': 1, '100010000110': 1, '110110001111': 1, '011010001111': 1, '111111110110': 1, '011000110111': 1, '000010111011': 1}]
--------------------
| 0a4b8f74-40de-4dce-a3cd-995a79003818: [{'11': 495, '00': 529}, {'1111': 491, '0000': 533}, {'111111': 497, '000000': 527}, {'11111111': 494, '00000000': 530}, {'0000000000': 485, '1111111111': 539}, {'111111111111': 528, '000000000000': 496}, {'00': 530, '11': 494}, {'1111': 535, '0000': 489}, {'111111': 493, '000000': 531}, {'11111111': 502, '00000000': 522}, {'1111111111': 515, '0000000000': 509}, {'111111111111': 516, '000000000000': 508}, {'00': 514, '11': 510}, {'1111': 497, '0000': 527}, {'111111': 526, '000000': 498}, {'00000000': 534, '11111111': 490}, {'1111111111': 492, '0000000000': 532}, {'000000000000': 526, '111111111111': 498}, {'11': 514, '00': 510}, {'0000': 534, '1111': 490}, {'111111': 536, '000000': 488}, {'11111111': 515, '00000000': 509}, {'1111111111': 510, '0000000000': 514}, {'000000000000': 495, '111111111111': 529}, {'11': 478, '00': 546}, {'1111': 520, '0000': 504}, {'111111': 481, '000000': 543}, {'11111111': 514, '00000000': 510}, {'1111111111': 517, '0000000000': 507}, {'111111111111': 503, '000000000000': 521}, {'11': 483, '00': 541}, {'0000': 513, '1111': 511}, {'111111': 515, '000000': 509}, {'11111111': 525, '00000000': 499}, {'1111111111': 510, '0000000000': 514}, {'111111111111': 526, '000000000000': 498}, {'11': 521, '00': 503}, {'1111': 481, '0000': 543}, {'111111': 507, '000000': 517}, {'00000000': 494, '11111111': 530}, {'1111111111': 515, '0000000000': 509}, {'000000000000': 520, '111111111111': 504}, {'11': 514, '00': 510}, {'1111': 510, '0000': 514}, {'000000': 516, '111111': 508}, {'00000000': 492, '11111111': 532}, {'1111111111': 507, '0000000000': 517}, {'111111111111': 534, '000000000000': 490}, {'00': 502, '11': 522}, {'0000': 495, '1111': 529}, {'111111': 498, '000000': 526}, {'11111111': 510, '00000000': 514}, {'0000000000': 530, '1111111111': 494}, {'000000000000': 553, '111111111111': 471}, {'11': 494, '00': 530}, {'0000': 498, '1111': 526}, {'000000': 502, '111111': 522}, {'00000000': 514, '11111111': 510}, {'0000000000': 486, '1111111111': 538}, {'111111111111': 498, '000000000000': 526}]
--------------------
| 5a697ead-de8d-466b-99f2-7dcbf9f8f86c: [{'01': 1024}, {'0101': 1024}, {'010101': 1024}, {'01010101': 1024}, {'0101010101': 1024}, {'010101010101': 1024}, {'01': 1024}, {'0101': 1024}, {'010101': 1024}, {'01010101': 1024}, {'0101010101': 1024}, {'010101010101': 1024}, {'01': 1024}, {'0101': 1024}, {'010101': 1024}, {'01010101': 1024}, {'0101010101': 1024}, {'010101010101': 1024}, {'01': 1024}, {'0101': 1024}, {'010101': 1024}, {'01010101': 1024}, {'0101010101': 1024}, {'010101010101': 1024}, {'01': 1024}, {'0101': 1024}, {'010101': 1024}, {'01010101': 1024}, {'0101010101': 1024}, {'010101010101': 1024}, {'01': 1024}, {'0101': 1024}, {'010101': 1024}, {'01010101': 1024}, {'0101010101': 1024}, {'010101010101': 1024}, {'01': 1024}, {'0101': 1024}, {'010101': 1024}, {'01010101': 1024}, {'0101010101': 1024}, {'010101010101': 1024}, {'01': 1024}, {'0101': 1024}, {'010101': 1024}, {'01010101': 1024}, {'0101010101': 1024}, {'010101010101': 1024}, {'01': 1024}, {'0101': 1024}, {'010101': 1024}, {'01010101': 1024}, {'0101010101': 1024}, {'010101010101': 1024}, {'01': 1024}, {'0101': 1024}, {'010101': 1024}, {'01010101': 1024}, {'0101010101': 1024}, {'010101010101': 1024}]
--------------------
e. Read exported multimanager data#
multi_exps1_reades = experiment_workflow.multiRead(
save_location=".",
summoner_name="qurrium.waves_executer.001",
)
| Retrieve qurrium.waves_executer.001...
| at: qurrium.waves_executer.001
Post-Process Availablities and Version Info#
from qurry.process import AVAIBILITY_STATESHEET
AVAIBILITY_STATESHEET
| Qurrium version: 0.13.0
---------------------------------------------------------------------------
### Qurrium Post-Processing
- Backend Availability ................... Python Cython Rust JAX
- randomized_measure
- entangled_entropy.entropy_core_2 ....... Yes Depr. Yes No
- entangle_entropy.purity_cell_2 ......... Yes Depr. Yes No
- entangled_entropy_v1.entropy_core ...... Yes Depr. Yes No
- entangle_entropy_v1.purity_cell ........ Yes Depr. Yes No
- wavefunction_overlap.echo_core_2 ....... Yes Depr. Yes No
- wavefunction_overlap.echo_cell_2 ....... Yes Depr. Yes No
- wavefunction_overlap_v1.echo_core ...... Yes Depr. Yes No
- wavefunction_overlap_v1.echo_cell ...... Yes Depr. Yes No
- hadamard_test
- purity_echo_core ....................... Yes No Yes No
- magnet_square
- magnsq_core ............................ Yes No Yes No
- string_operator
- strop_core ............................. Yes No Yes No
- classical_shadow
- rho_m_core ............................. Yes No No Yes
- utils
- randomized ............................. Yes Depr. Yes No
- counts_process ......................... Yes No Yes No
- bit_slice .............................. Yes No Yes No
- dummy .................................. Yes No Yes No
- test ................................... Yes No Yes No
---------------------------------------------------------------------------
+ Yes ...... Working normally.
+ Error .... Exception occurred.
+ No ....... Not supported.
+ Depr. .... Deprecated.
---------------------------------------------------------------------------
by <Hoshi>