From ab709ba181e89086a8bd6dde4205421857e7d0f8 Mon Sep 17 00:00:00 2001 From: Merav Aharoni Date: Tue, 20 Jul 2021 20:40:59 +0300 Subject: [PATCH 1/2] Changes following merge with PR 115 --- docs/tutorials/t2ramsey_tutorial.ipynb | 283 +++++++++++--------- qiskit_experiments/test/t2ramsey_backend.py | 5 +- 2 files changed, 151 insertions(+), 137 deletions(-) diff --git a/docs/tutorials/t2ramsey_tutorial.ipynb b/docs/tutorials/t2ramsey_tutorial.ipynb index 30841f12c3..038d5fa5ca 100644 --- a/docs/tutorials/t2ramsey_tutorial.ipynb +++ b/docs/tutorials/t2ramsey_tutorial.ipynb @@ -93,8 +93,8 @@ "outputs": [], "source": [ "from qiskit_experiments.test.t2ramsey_backend import T2RamseyBackend\n", - "# MockJob is a wrapper for the backend, to give it the form of a job\n", - "from qiskit_experiments.test.mock_job import MockJob\n", + "# FakeJob is a wrapper for the backend, to give it the form of a job\n", + "from qiskit_experiments.test.utils import FakeJob\n", "import qiskit_experiments.matplotlib\n", "from qiskit_experiments.matplotlib import pyplot, requires_matplotlib\n", "from qiskit_experiments.matplotlib import HAS_MATPLOTLIB\n", @@ -128,50 +128,51 @@ "scrolled": true }, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "---------------------------------------------------\n", - "Experiment: T2Ramsey\n", - "Experiment ID: 75219794-95d3-432c-b70e-a8416cf5e9b3\n", - "Status: DONE\n", - "Circuits: 75\n", - "Analysis Results: 1\n", - "---------------------------------------------------\n", - "Last Analysis Result\n", - "- t2ramsey_value: 8.119888734234995e-05\n", - "- frequency_value: 19986.285521503196\n", - "- stderr_t2: 1.1732134060237844e-06\n", - "- stderr_freq: 36.78671541710355\n", - "- unit: s\n", - "- label: T2Ramsey\n", - "- fit: \n", - "- reduced_chisq: 1.0009782741856137\n", - "- dof: 70\n", - "- xrange: [1e-06, 0.000149]\n", - "- circuit_unit: us\n", - "- quality: computer_good\n", - "- success: True\n" - ] - }, { "data": { - "image/png": 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\n", 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" + "{'t2ramsey_value': 8.119888734234995e-05,\n", + " 'frequency_value': 19986.285521503196,\n", + " 'stderr_t2': 1.1732134060237844e-06,\n", + " 'stderr_freq': 36.78671541710355,\n", + " 'unit': 's',\n", + " 'label': 'T2Ramsey',\n", + " 'fit': {'popt': array([ 4.80800910e-01, 8.11988873e-05, 1.99862855e+04, -3.54455132e-04,\n", + " 5.00308274e-01]),\n", + " 'popt_keys': None,\n", + " 'popt_err': array([3.08570554e-03, 1.17321341e-06, 3.67867154e+01, 1.10646030e-02,\n", + " 1.23281264e-03]),\n", + " 'pcov': array([[ 9.52157867e-06, -2.23211135e-09, -2.20537484e-02,\n", + " 9.47235941e-06, -6.05452911e-07],\n", + " [-2.23211135e-09, 1.37642970e-12, 3.50045585e-06,\n", + " -1.78851855e-09, 2.03470999e-10],\n", + " [-2.20537484e-02, 3.50045585e-06, 1.35326243e+03,\n", + " -3.13821712e-01, -1.16770978e-02],\n", + " [ 9.47235941e-06, -1.78851855e-09, -3.13821712e-01,\n", + " 1.22425439e-04, 3.93775831e-06],\n", + " [-6.05452911e-07, 2.03470999e-10, -1.16770978e-02,\n", + " 3.93775831e-06, 1.51982702e-06]]),\n", + " 'reduced_chisq': 1.0009782741856137,\n", + " 'dof': 70,\n", + " 'xrange': [1e-06, 0.000149],\n", + " 'circuit_unit': 'us'},\n", + " 'quality': 'good',\n", + " 'success': True}" ] }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ "exp1.set_analysis_options(user_p0=None, plot=True)\n", "expdata1 = exp1.run(backend=backend, shots=2000)\n", - "print(expdata1)\n" + "expdata1.block_for_results() # Wait for job/analysis to finish.\n", + "result = expdata1.analysis_results(0)\n", + "result_data = result.data()\n", + "# Print the result\n", + "result_data" ] }, { @@ -187,44 +188,41 @@ "execution_count": 6, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "---------------------------------------------------\n", - "Experiment: T2Ramsey\n", - "Experiment ID: 03793954-e792-49c5-806b-ec578dde85a8\n", - "Status: DONE\n", - "Circuits: 75\n", - "Analysis Results: 1\n", - "---------------------------------------------------\n", - "Last Analysis Result\n", - "- t2ramsey_value: 7.915718737694317e-05\n", - "- frequency_value: 19987.370510637236\n", - "- stderr_t2: 1.1329893879207264e-06\n", - "- stderr_freq: 37.61732457909187\n", - "- unit: s\n", - "- label: T2Ramsey\n", - "- fit: \n", - "- reduced_chisq: 1.0869594929113444\n", - "- dof: 70\n", - "- xrange: [1e-06, 0.000149]\n", - "- circuit_unit: us\n", - "- quality: computer_good\n", - "- success: True\n" - ] - }, { "data": { - "image/png": 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\n", 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" + "{'t2ramsey_value': 7.915718737694317e-05,\n", + " 'frequency_value': 19987.370510637236,\n", + " 'stderr_t2': 1.1329893879207264e-06,\n", + " 'stderr_freq': 37.61732457909187,\n", + " 'unit': 's',\n", + " 'label': 'T2Ramsey',\n", + " 'fit': {'popt': array([4.81654953e-01, 7.91571874e-05, 1.99873705e+04, 2.73964461e-03,\n", + " 5.01027396e-01]),\n", + " 'popt_keys': None,\n", + " 'popt_err': array([3.04959810e-03, 1.13298939e-06, 3.76173246e+01, 1.11352926e-02,\n", + " 1.23582918e-03]),\n", + " 'pcov': array([[ 9.30004855e-06, -2.09098448e-09, -2.26320379e-02,\n", + " 9.62827838e-06, -6.65936823e-07],\n", + " [-2.09098448e-09, 1.28366495e-12, 3.41842651e-06,\n", + " -1.72684933e-09, 2.06353589e-10],\n", + " [-2.26320379e-02, 3.41842651e-06, 1.41506311e+03,\n", + " -3.22169480e-01, -1.18168766e-02],\n", + " [ 9.62827838e-06, -1.72684933e-09, -3.22169480e-01,\n", + " 1.23994741e-04, 3.92756655e-06],\n", + " [-6.65936823e-07, 2.06353589e-10, -1.18168766e-02,\n", + " 3.92756655e-06, 1.52727376e-06]]),\n", + " 'reduced_chisq': 1.0869594929113444,\n", + " 'dof': 70,\n", + " 'xrange': [1e-06, 0.000149],\n", + " 'circuit_unit': 'us'},\n", + " 'quality': 'good',\n", + " 'success': True}" ] }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ @@ -239,7 +237,11 @@ "exp_with_p0 = T2Ramsey(qubit, delays, unit=unit)\n", "exp_with_p0.set_analysis_options(user_p0=user_p0, plot=True)\n", "expdata_with_p0 = exp_with_p0.run(backend=backend, shots=2000)\n", - "print(expdata_with_p0)" + "expdata_with_p0.block_for_results()\n", + "result = expdata_with_p0.analysis_results(0)\n", + "result_data = result.data()\n", + "# Print the result\n", + "result_data\n" ] }, { @@ -272,49 +274,46 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": { "scrolled": true }, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "---------------------------------------------------\n", - "Experiment: T2Ramsey\n", - "Experiment ID: 9e63a857-9211-4e46-8923-0020f9b98ad9\n", - "Status: DONE\n", - "Circuits: 75\n", - "Analysis Results: 1\n", - "---------------------------------------------------\n", - "Last Analysis Result\n", - "- t2ramsey_value: 8.11988278439035e-05\n", - "- frequency_value: 99019986.28277074\n", - "- stderr_t2: 1.1732677035570437e-06\n", - "- stderr_freq: 36.78768590907197\n", - "- unit: s\n", - "- label: T2Ramsey\n", - "- fit: \n", - "- reduced_chisq: 1.0009782742997637\n", - "- dof: 70\n", - "- xrange: [1.0000000000000002e-06, 0.00014900000000000002]\n", - "- circuit_unit: ns\n", - "- quality: computer_good\n", - "- success: True\n" - ] - }, { "data": { - "image/png": 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\n", "text/plain": [ - "
" + "{'t2ramsey_value': 7.915718737694317e-05,\n", + " 'frequency_value': 19987.370510637236,\n", + " 'stderr_t2': 1.1329893879207264e-06,\n", + " 'stderr_freq': 37.61732457909187,\n", + " 'unit': 's',\n", + " 'label': 'T2Ramsey',\n", + " 'fit': {'popt': array([4.81654953e-01, 7.91571874e-05, 1.99873705e+04, 2.73964461e-03,\n", + " 5.01027396e-01]),\n", + " 'popt_keys': None,\n", + " 'popt_err': array([3.04959810e-03, 1.13298939e-06, 3.76173246e+01, 1.11352926e-02,\n", + " 1.23582918e-03]),\n", + " 'pcov': array([[ 9.30004855e-06, -2.09098448e-09, -2.26320379e-02,\n", + " 9.62827838e-06, -6.65936823e-07],\n", + " [-2.09098448e-09, 1.28366495e-12, 3.41842651e-06,\n", + " -1.72684933e-09, 2.06353589e-10],\n", + " [-2.26320379e-02, 3.41842651e-06, 1.41506311e+03,\n", + " -3.22169480e-01, -1.18168766e-02],\n", + " [ 9.62827838e-06, -1.72684933e-09, -3.22169480e-01,\n", + " 1.23994741e-04, 3.92756655e-06],\n", + " [-6.65936823e-07, 2.06353589e-10, -1.18168766e-02,\n", + " 3.92756655e-06, 1.52727376e-06]]),\n", + " 'reduced_chisq': 1.0869594929113444,\n", + " 'dof': 70,\n", + " 'xrange': [1e-06, 0.000149],\n", + " 'circuit_unit': 'us'},\n", + " 'quality': 'good',\n", + " 'success': True}" ] }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ @@ -330,7 +329,10 @@ "exp_in_ns = T2Ramsey(qubit, delays, unit=unit)\n", "exp_in_ns.set_analysis_options(user_p0=None, plot=True)\n", "expdata_in_ns = exp_in_ns.run(backend=backend_in_ns, shots=2000)\n", - "print(expdata_in_ns)" + "expdata_in_ns.block_for_results()\n", + "result = expdata_with_p0.analysis_results(0)\n", + "result_data = result.data()\n", + "result_data" ] }, { @@ -343,42 +345,46 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "- t2ramsey_value: 8.006074592283946e-05\n", - "- frequency_value: 98980008.19039865\n", - "- stderr_t2: 8.411742088928867e-07\n", - "- stderr_freq: 26.417954346682556\n", - "- unit: s\n", - "- label: T2Ramsey\n", - "- fit: \n", - "- reduced_chisq: 1.0002553201593345\n", - "- dof: 144\n", - "- xrange: [1.0000000000000002e-06, 0.00014900000000000002]\n", - "- circuit_unit: ns\n", - "- quality: computer_good\n", - "- success: True\n" - ] - }, { "data": { - "image/png": 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\n", "text/plain": [ - "
" + "{'t2ramsey_value': 8.006074592283946e-05,\n", + " 'frequency_value': 98980008.19039865,\n", + " 'stderr_t2': 8.411742088928867e-07,\n", + " 'stderr_freq': 26.417954346682556,\n", + " 'unit': 's',\n", + " 'label': 'T2Ramsey',\n", + " 'fit': {'popt': array([4.81691970e-01, 8.00607459e-05, 9.89800082e+07, 1.28565471e-03,\n", + " 5.00874085e-01]),\n", + " 'popt_keys': None,\n", + " 'popt_err': array([2.36119393e-03, 8.41174209e-07, 2.64179543e+01, 7.90057383e-03,\n", + " 8.78856370e-04]),\n", + " 'pcov': array([[ 5.57523678e-06, -1.27276267e-09, 1.34816502e-02,\n", + " -5.69576563e-06, -2.46174537e-07],\n", + " [-1.27276267e-09, 7.07574050e-13, -2.21112338e-06,\n", + " 1.07248306e-09, 8.92184069e-11],\n", + " [ 1.34816502e-02, -2.21112338e-06, 6.97908312e+02,\n", + " -1.61132471e-01, 6.09249965e-03],\n", + " [-5.69576563e-06, 1.07248306e-09, -1.61132471e-01,\n", + " 6.24190668e-05, -2.05264748e-06],\n", + " [-2.46174537e-07, 8.92184069e-11, 6.09249965e-03,\n", + " -2.05264748e-06, 7.72388519e-07]]),\n", + " 'reduced_chisq': 1.0002553201593345,\n", + " 'dof': 144,\n", + " 'xrange': [1.0000000000000002e-06, 0.00014900000000000002],\n", + " 'circuit_unit': 'ns'},\n", + " 'quality': 'good',\n", + " 'success': True}" ] }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ @@ -390,9 +396,18 @@ " experiment_data=expdata_in_ns,\n", " shots=2000\n", " )\n", - "result_new = expdata_new.analysis_result(1)\n", - "print(result_new)" + "expdata_new.block_for_results()\n", + "result_new = expdata_new.analysis_results(1)\n", + "result_data = result_new.data()\n", + "result_data" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/qiskit_experiments/test/t2ramsey_backend.py b/qiskit_experiments/test/t2ramsey_backend.py index 910f9f0888..600ecf34c6 100644 --- a/qiskit_experiments/test/t2ramsey_backend.py +++ b/qiskit_experiments/test/t2ramsey_backend.py @@ -26,7 +26,7 @@ from qiskit.test import QiskitTestCase from qiskit_experiments.composite import ParallelExperiment from qiskit_experiments.characterization import T2Ramsey -from qiskit_experiments.test.mock_job import MockJob +from qiskit_experiments.test.utils import FakeJob # Fix seed for simulations SEED = 9000 @@ -97,7 +97,6 @@ def run(self, run_input, **options): "success": True, "results": [], } - for circ in run_input: nqubits = circ.num_qubits qubit_indices = {bit: idx for idx, bit in enumerate(circ.qubits)} @@ -159,4 +158,4 @@ def run(self, run_input, **options): "data": {"counts": counts}, } ) - return MockJob(self, Result.from_dict(result)) + return FakeJob(self, Result.from_dict(result)) From b2470913eb82b9c5aea57d299ffe805fd1a0b011 Mon Sep 17 00:00:00 2001 From: Merav Aharoni Date: Wed, 21 Jul 2021 10:48:01 +0300 Subject: [PATCH 2/2] Added display for graphs --- docs/tutorials/t2ramsey_tutorial.ipynb | 61 +++++++++++++++++++++----- 1 file changed, 49 insertions(+), 12 deletions(-) diff --git a/docs/tutorials/t2ramsey_tutorial.ipynb b/docs/tutorials/t2ramsey_tutorial.ipynb index 038d5fa5ca..079a6ddf02 100644 --- a/docs/tutorials/t2ramsey_tutorial.ipynb +++ b/docs/tutorials/t2ramsey_tutorial.ipynb @@ -128,6 +128,16 @@ "scrolled": true }, "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, { "data": { "text/plain": [ @@ -172,6 +182,7 @@ "result = expdata1.analysis_results(0)\n", "result_data = result.data()\n", "# Print the result\n", + "display(expdata1.figure(0))\n", "result_data" ] }, @@ -188,6 +199,16 @@ "execution_count": 6, "metadata": {}, "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, { "data": { "text/plain": [ @@ -241,7 +262,8 @@ "result = expdata_with_p0.analysis_results(0)\n", "result_data = result.data()\n", "# Print the result\n", - "result_data\n" + "display(expdata_with_p0.figure(0))\n", + "result_data" ] }, { @@ -274,11 +296,21 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": { "scrolled": true }, "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, { "data": { "text/plain": [ @@ -311,7 +343,7 @@ " 'success': True}" ] }, - "execution_count": 9, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -332,6 +364,7 @@ "expdata_in_ns.block_for_results()\n", "result = expdata_with_p0.analysis_results(0)\n", "result_data = result.data()\n", + "display(expdata_in_ns.figure(0))\n", "result_data" ] }, @@ -345,11 +378,21 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": { "scrolled": false }, "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, { "data": { "text/plain": [ @@ -382,7 +425,7 @@ " 'success': True}" ] }, - "execution_count": 10, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -399,15 +442,9 @@ "expdata_new.block_for_results()\n", "result_new = expdata_new.analysis_results(1)\n", "result_data = result_new.data()\n", + "display(expdata_new.figure(1))\n", "result_data" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": {