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covalent-braket-plugin-0.9.0rc0
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Covalent Braket Plugin
| ویژگی | مقدار |
|---|---|
| سیستم عامل | - |
| نام فایل | covalent-braket-plugin-0.9.0rc0 |
| نام | covalent-braket-plugin |
| نسخه کتابخانه | 0.9.0rc0 |
| نگهدارنده | ['Agnostiq'] |
| ایمیل نگهدارنده | [] |
| نویسنده | Agnostiq |
| ایمیل نویسنده | support@agnostiq.ai |
| آدرس صفحه اصلی | https://github.com/AgnostiqHQ/covalent-braket-plugin |
| آدرس اینترنتی | https://pypi.org/project/covalent-braket-plugin/ |
| مجوز | GNU Affero GPL v3.0 |
<div align="center">
<img src="https://raw.githubusercontent.com/AgnostiqHQ/covalent-braket-plugin/main/assets/aws_braket_readme_banner.jpg" width=150%>
[](https://github.com/AgnostiqHQ/covalent)
[](https://github.com/AgnostiqHQ/covalent-braket-plugin)
[](https://github.com/AgnostiqHQ/covalent-braket-plugin/actions/workflows/tests.yml)
[](https://codecov.io/gh/AgnostiqHQ/covalent-braket-plugin)
[](https://www.gnu.org/licenses/agpl-3.0.en.html)
</div>
## Covalent Braket Hybrid Jobs Plugin
Covalent is a Pythonic workflow tool used to execute tasks on advanced computing hardware. This executor plugin interfaces Covalent with [AWS Braket Hybrid Jobs](https://docs.aws.amazon.com/braket/latest/developerguide/braket-jobs.html)
## Installing
To use this plugin with Covalent, install it with `pip`:
```
pip install covalent-braket-plugin
```
## Usage Example
The following workflow prepares a uniform superposition of the single-qubit standard basis states and measures it.
```python
import covalent as ct
from covalent_braket_plugin.braket import BraketExecutor
import os
# AWS resources to pass to the executor
credentials_file = "~/.aws/credentials"
profile = "default"
s3_bucket_name = "braket_s3_bucket"
ecr_image_uri = "111223344.dkr.ecr.us-east-1.amazonaws.com/amazon-braket-ecr-repo:latest"
iam_role_name = "covalent-braket-iam-role"
ex = BraketExecutor(
profile=profile,
credentials=credentials_file,
s3_bucket_name=s3_bucket_name,
ecr_image_uri=ecr_image_uri,
braket_job_execution_role_name=iam_role_name,
quantum_device="arn:aws:braket:::device/quantum-simulator/amazon/sv1",
classical_device="ml.m5.large",
storage=30,
time_limit=300,
)
@ct.electron(executor=ex)
def simple_quantum_task(num_qubits: int):
import pennylane as qml
# These are passed to the Hybrid Jobs container at runtime
device_arn = os.environ["AMZN_BRAKET_DEVICE_ARN"]
s3_bucket = os.environ["AMZN_BRAKET_OUT_S3_BUCKET"]
s3_task_dir = os.environ["AMZN_BRAKET_TASK_RESULTS_S3_URI"].split(s3_bucket)[1]
device = qml.device(
"braket.aws.qubit",
device_arn=device_arn,
s3_destination_folder=(s3_bucket, s3_task_dir),
wires=num_qubits,
)
@qml.qnode(device=device)
def simple_circuit():
qml.Hadamard(wires=[0])
return qml.expval(qml.PauliZ(wires=[0]))
res = simple_circuit().numpy()
return res
@ct.lattice
def simple_quantum_workflow(num_qubits: int):
return simple_quantum_task(num_qubits=num_qubits)
dispatch_id = ct.dispatch(simple_quantum_workflow)(1)
result_object = ct.get_result(dispatch_id, wait=True)
# We expect 0 as the result
print("Result:", result_object.result)
```
To run such workflows, users must have AWS credentials allowing access
to Braket, ECR, S3, and some other services. These permissions must be
defined in an IAM Role (called `"covalent-braket-iam-role"` in this
example). The [AWS
documentation has more information about managing Braket
access](https://docs.aws.amazon.com/braket/latest/developerguide/braket-manage-access.html).
## Overview of Configuration
See the
[RTD](https://covalent.readthedocs.io/en/latest/api/executors/awsbraket.html)
for how to configure this executor.
## Required Cloud Resources
In order to run your workflows with covalent there are a few notable resources that need to be provisioned first. Particularly an S3 bucket must be created, an IAM role with the `AmazonBraketFullAccess` policy, and a private ECR repo with an uploaded image for the tasks to use.
For more information regarding which cloud resources need to be provisioned visit our read the docs [RTD](https://covalent.readthedocs.io/en/latest/api/executors/awsbraket.html) guide for this plugin.
## Release Notes
Release notes are available in the [Changelog](https://github.com/AgnostiqHQ/covalent-braket-plugin/blob/main/CHANGELOG.md).
## Citation
Please use the following citation in any publications:
> W. J. Cunningham, S. K. Radha, F. Hasan, J. Kanem, S. W. Neagle, and S. Sanand.
> *Covalent.* Zenodo, 2022. https://doi.org/10.5281/zenodo.5903364
## License
Covalent is licensed under the GNU Affero GPL 3.0 License. Covalent
may be distributed under other licenses upon request. See the
[LICENSE](https://github.com/AgnostiqHQ/covalent-braket-plugin/blob/main/LICENSE)
file or contact the [support team](mailto:support@agnostiq.ai) for
more details.
نحوه نصب
نصب پکیج whl covalent-braket-plugin-0.9.0rc0:
pip install covalent-braket-plugin-0.9.0rc0.whl
نصب پکیج tar.gz covalent-braket-plugin-0.9.0rc0:
pip install covalent-braket-plugin-0.9.0rc0.tar.gz