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Feature/pyqasm benchmarking and Profiling #258
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99449c1
Added qasm files for benchmarking
vinayswamik 9442e52
Added asv benchmarking support in pyqasm
vinayswamik 4dab1e7
code refactor
vinayswamik e35f365
Update CHANGELOG.md
vinayswamik 81ee3a1
removed qasm files
vinayswamik 83e03c4
Refactor benchmark setup.
vinayswamik 55ffef2
Update Benchmarking
vinayswamik ffa48d7
Add profiling data and visualizations for PyQASM functions
vinayswamik ecd52d5
Merge branch 'main' into feature/pyqasm-benchmarking
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@@ -134,6 +134,7 @@ venv/ | |
ENV/ | ||
env.bak/ | ||
venv.bak/ | ||
.asv/ | ||
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# Spyder project settings | ||
.spyderproject | ||
|
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{ | ||
"version": 1, | ||
"project": "pyqasm", | ||
"project_url": "https://sdk.qbraid.com/pyqasm/", | ||
"repo": ".", | ||
"install_command": [ | ||
"in-dir={env_dir} python -m pip install {wheel_file}[visualization,pulse]" | ||
], | ||
"uninstall_command": [ | ||
"return-code=any python -m pip uninstall -y pyqasm" | ||
], | ||
"build_command": [ | ||
"python -m pip install -U build", | ||
"python -m build --outdir {build_cache_dir} --wheel {build_dir}" | ||
], | ||
"branches": [ | ||
"main" | ||
], | ||
"dvcs": "git", | ||
"environment_type": "virtualenv", | ||
"show_commit_url": "https://github.com/qBraid/pyqasm/commit/", | ||
"pythons": [ | ||
"3.10", | ||
"3.11", | ||
"3.12", | ||
"3.13" | ||
], | ||
"benchmark_dir": "tests/benchmarks", | ||
"env_dir": ".asv/env", | ||
"results_dir": ".asv/results", | ||
"html_dir": "tests/benchmarks/.html" | ||
} |
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# Copyright 2025 qBraid | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. |
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# Copyright 2025 qBraid | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
|
||
""" | ||
This module is used to test the import time of pyqasm. | ||
""" | ||
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from subprocess import call | ||
from sys import executable | ||
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class PyqasmImport: | ||
"""Test the import time of pyqasm.""" | ||
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def time_pyqasm_import(self): | ||
call((executable, "-c", "import pyqasm")) |
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# Copyright 2025 qBraid | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
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""" | ||
This module is used to test the openpulse of pyqasm. | ||
""" | ||
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from pyqasm import load | ||
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from .qasm.benchmark_downloader import get_benchmark_file | ||
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class Openpulse: | ||
"""Test the pyqasm openpulse functionality.""" | ||
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def setup(self): | ||
# Get benchmark file, downloading if necessary | ||
# pylint: disable-next=attribute-defined-outside-init | ||
self.qasm_file = get_benchmark_file("neutral_atom_gate.qasm") | ||
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def time_openpulse(self): | ||
_ = load(self.qasm_file).unroll() |
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# Copyright 2025 qBraid | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
|
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# pylint: disable=attribute-defined-outside-init | ||
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""" | ||
This module is used to test the pyqasm functions. | ||
""" | ||
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import os | ||
from pathlib import Path | ||
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from pyqasm import dump, dumps, load, printer | ||
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from .qasm.benchmark_downloader import get_benchmark_file | ||
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class PyqasmFunctions: | ||
"""Test the pyqasm functions.""" | ||
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# Define parameters for asv | ||
params = [["small (224 lines)", "mid (2335 lines)", "large (17460 lines)"]] | ||
param_names = ["qasm_file"] | ||
timeout = 600 | ||
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def setup(self, file_size): | ||
# Extract the original file size name from the parameter value | ||
if "(224 lines)" in file_size: | ||
file_size_key = "small" | ||
elif "(2335 lines)" in file_size: | ||
file_size_key = "mid" | ||
elif "(17460 lines)" in file_size: | ||
file_size_key = "large" | ||
else: | ||
file_size_key = file_size | ||
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# Define files for each size category | ||
self.files = { | ||
"small": "vqe_uccsd_n4.qasm", # 224 lines | ||
"mid": "dnn_n16.qasm", # 2335 lines | ||
"large": "qv_N029_12345.qasm", # 17460 lines | ||
} | ||
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# Get benchmark file for the specified size | ||
self.qasm_file = get_benchmark_file(self.files[file_size_key]) | ||
self.pyqasm_obj = load(self.qasm_file) | ||
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# Create output file path for dump operations | ||
input_path = Path(self.qasm_file) | ||
self.output_file = str(input_path.parent / f"{file_size_key}_unrolled.qasm") | ||
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def teardown(self, _): | ||
# Clean up the output file if it was created | ||
if hasattr(self, "output_file") and os.path.exists(self.output_file): | ||
try: | ||
os.remove(self.output_file) | ||
except OSError: | ||
pass | ||
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def time_load(self, _): | ||
"""Load QASM file of specified size.""" | ||
_ = load(self.qasm_file) | ||
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def time_dumps(self, _): | ||
"""Serialize QASM object of specified size to string.""" | ||
_ = dumps(self.pyqasm_obj) | ||
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def time_dump(self, _): | ||
"""Dump QASM object of specified size to file.""" | ||
dump(self.pyqasm_obj, self.output_file) | ||
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def time_draw(self, _): | ||
"""Draw QASM object of specified size.""" | ||
_ = printer.mpl_draw(self.pyqasm_obj, idle_wires=True, external_draw=False) |
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# Copyright 2025 qBraid | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. |
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---|---|---|
@@ -0,0 +1,93 @@ | ||
# Copyright 2025 qBraid | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
|
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""" | ||
Benchmark file downloader utility. | ||
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This module handles downloading benchmark QASM files from the Qiskit repository | ||
and caching them locally to avoid storing large files in version control. | ||
""" | ||
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import json | ||
import ssl | ||
import tempfile | ||
import urllib.request | ||
from pathlib import Path | ||
from typing import Dict, Optional | ||
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class BenchmarkDownloader: | ||
"""Handles downloading and caching of benchmark files.""" | ||
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def __init__(self, cache_dir: Optional[str] = None): | ||
"""Initialize the downloader.""" | ||
self.cache_dir = Path(cache_dir) if cache_dir else Path(__file__).parent | ||
self.cache_dir.mkdir(exist_ok=True) | ||
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# Load metadata | ||
with open(self.cache_dir / "benchmark_metadata.json", "r", encoding="utf-8") as f: | ||
self.metadata = json.load(f) | ||
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def get_file_path(self, filename: str) -> Path: | ||
"""Get the path for a benchmark file, fetching from remote repository if needed.""" | ||
# Check local_files first | ||
if filename in self.metadata["local_files"]: | ||
file_path = self.cache_dir / filename | ||
if not file_path.exists(): | ||
raise FileNotFoundError(f"Local file {filename} not found in {self.cache_dir}") | ||
return file_path | ||
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# Check benchmark_files | ||
if filename in self.metadata["benchmark_files"]: | ||
file_info = self.metadata["benchmark_files"][filename] | ||
# Fetch remote files | ||
return self._fetch_remote_file(filename, file_info) | ||
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raise ValueError(f"Unknown benchmark file: {filename}") | ||
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def _fetch_remote_file(self, filename: str, file_info: Dict) -> Path: | ||
"""Fetch a remote benchmark file and return a temporary file path.""" | ||
url = file_info["url"] | ||
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try: | ||
# Create SSL context that doesn't verify certificates (for development/CI) | ||
ssl_context = ssl.create_default_context() | ||
ssl_context.check_hostname = False | ||
ssl_context.verify_mode = ssl.CERT_NONE | ||
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# Create opener with SSL context and fetch content | ||
opener = urllib.request.build_opener(urllib.request.HTTPSHandler(context=ssl_context)) | ||
urllib.request.install_opener(opener) | ||
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with urllib.request.urlopen(url) as response: | ||
content = response.read() | ||
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# Create temporary file and write content | ||
with tempfile.NamedTemporaryFile( | ||
mode="wb", suffix=".qasm", prefix=f"benchmark_{filename}_", delete=False | ||
) as temp_file: | ||
temp_file.write(content) | ||
temp_file_path = Path(temp_file.name) | ||
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return temp_file_path | ||
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except Exception as e: | ||
# pylint: disable-next=raise-missing-from | ||
raise RuntimeError(f"Failed to fetch {filename} from {url}: {e}") | ||
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def get_benchmark_file(filename: str) -> str: | ||
"""Get the path to a benchmark file, downloading if necessary.""" | ||
downloader = BenchmarkDownloader() | ||
return str(downloader.get_file_path(filename)) |
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{ | ||
"benchmark_files": { | ||
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|
||
"vqe_uccsd_n4.qasm": { | ||
"source": "Qiskit-benchpress", | ||
"url": "https://raw.githubusercontent.com/Qiskit/benchpress/573c9ce7a1ffebd4ca6d1b0971eba7aca2c9c9a4/benchpress/qasm/qasmbench-small/vqe_uccsd_n4/vqe_uccsd_n4.qasm", | ||
"description": "VQE UCCSD benchmark with 4 qubits (small)", | ||
"size_bytes": 15000 | ||
}, | ||
"dnn_n16.qasm": { | ||
"source": "Qiskit-benchpress", | ||
"url": "https://raw.githubusercontent.com/Qiskit/benchpress/573c9ce7a1ffebd4ca6d1b0971eba7aca2c9c9a4/benchpress/qasm/qasmbench-medium/dnn_n16/dnn_n16.qasm", | ||
"description": "Deep Neural Network benchmark with 16 qubits (medium)", | ||
"size_bytes": 120000 | ||
}, | ||
"qv_N029_12345.qasm": { | ||
"source": "Qiskit-benchpress", | ||
"url": "https://raw.githubusercontent.com/Qiskit/benchpress/573c9ce7a1ffebd4ca6d1b0971eba7aca2c9c9a4/benchpress/qasm/qv/qv_N029_12345.qasm", | ||
"description": "Quantum Volume benchmark with 29 qubits (large, 17,460 lines)", | ||
"size_bytes": 470000 | ||
} | ||
}, | ||
"repository_info": { | ||
"name": "Qiskit-benchpress", | ||
"url": "https://github.com/Qiskit/benchpress", | ||
"description": "QASM benchmark files from Qiskit benchpress repository", | ||
"license": "Apache-2.0", | ||
"commit_hash": "573c9ce7a1ffebd4ca6d1b0971eba7aca2c9c9a4" | ||
}, | ||
"local_files": { | ||
"neutral_atom_gate.qasm": { | ||
"source": "local", | ||
"description": "Neutral atom gate benchmark (local file)", | ||
"size_bytes": 3584, | ||
"local_only": true | ||
} | ||
} | ||
} |
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