fix: deps for cvxpy (amazon-braket#105)

* fix: deps for cvxpy

* add cvxpy dep, remove install from notebook

* Remove package installation details cell

Author: virajvchaudhari

environment.yml

@@ -34,8 +34,10 @@ dependencies:
       - amazon-braket-pennylane-plugin
       - amazon-braket-schemas
       - amazon-braket-sdk
+      - cvxpy==1.1.17
       - dask==2.30.0
       - dwave-ocean-sdk==3.3.0
+      - ecos==2.0.7.post1
       - jax==0.2.21
       - keras==2.6.0
       - openfermion==1.0.0

examples/advanced_circuits_algorithms/Randomness/Randomness_Generation.ipynb

@@ -49,24 +49,9 @@
    "cell_type": "code",
    "execution_count": 1,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Requirement already satisfied: cvxpy in /home/ec2-user/anaconda3/envs/Braket/lib/python3.7/site-packages (1.1.15)\r\n",
-      "Requirement already satisfied: numpy>=1.15 in /home/ec2-user/anaconda3/envs/Braket/lib/python3.7/site-packages (from cvxpy) (1.19.2)\r\n",
-      "Requirement already satisfied: ecos>=2 in /home/ec2-user/anaconda3/envs/Braket/lib/python3.7/site-packages (from cvxpy) (2.0.7.post1)\r\n",
-      "Requirement already satisfied: osqp>=0.4.1 in /home/ec2-user/anaconda3/envs/Braket/lib/python3.7/site-packages (from cvxpy) (0.6.2.post0)\r\n",
-      "Requirement already satisfied: scs>=1.1.6 in /home/ec2-user/anaconda3/envs/Braket/lib/python3.7/site-packages (from cvxpy) (2.1.4)\r\n",
-      "Requirement already satisfied: scipy>=1.1.0 in /home/ec2-user/anaconda3/envs/Braket/lib/python3.7/site-packages (from cvxpy) (1.5.2)\r\n",
-      "Requirement already satisfied: qdldl in /home/ec2-user/anaconda3/envs/Braket/lib/python3.7/site-packages (from osqp>=0.4.1->cvxpy) (0.1.5.post0)\r\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# AWS imports: Import Braket SDK modules\n",
-    "!pip install cvxpy\n",
     "from braket.circuits import Circuit\n",
     "from braket.devices import LocalSimulator\n",
     "from braket.aws import AwsDevice, AwsQuantumTask\n",
@@ -82,10 +67,6 @@
     "# magic word for producing visualizations in notebook\n",
     "%matplotlib inline\n",
     "\n",
-    "# install a pip package in the current Jupyter kernel\n",
-    "#import sys\n",
-    "#!{sys.executable} -m pip install cvxpy\n",
-    "\n",
     "# import convex solver\n",
     "import cvxpy as cp"
    ]
@@ -552,7 +533,7 @@
       "(CVXPY) Aug 26 08:35:40 PM: Optimal value: 6.075e-01\n",
       "(CVXPY) Aug 26 08:35:40 PM: Compilation took 2.013e-02 seconds\n",
       "(CVXPY) Aug 26 08:35:40 PM: Solver (including time spent in interface) took 3.882e-02 seconds\n",
-      "\u001B[1mThe coditional min-entropy is:  0.7190228620489293\n",
+      "\u001b[1mThe coditional min-entropy is:  0.7190228620489293\n",
       "As a comparison, the unconditional min-entropy is:  0.9439714610772487\n"
      ]
     }
@@ -903,10 +884,13 @@
   }
  ],
  "metadata": {
+  "interpreter": {
+   "hash": "88fa568089e50b9e3b8fc07b1f035315d2ef539d9a4b33ba4bd65e10c3c73513"
+  },
   "kernelspec": {
    "display_name": "conda_braket",
    "language": "python",
-   "name": "conda_braket"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -918,9 +902,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.10"
+   "version": "3.7.12"
   }
  },
  "nbformat": 4,
  "nbformat_minor": 4
-}
+}