Add juyter-notebook for visualization

Change-Id: Ic6a8948a026b7456a90519ad665acb4efd6ace4f
Signed-off-by: Taseer Ahmed <taseer94@gmail.com>

2 files changed, 321 insertions, 0 deletions

diff --git a/examples/compute-qpi-report/qpi.json b/examples/compute-qpi-report/qpi.json
new file mode 100644
index 00000000..313b0ed5
--- /dev/null
+++ b/examples/compute-qpi-report/qpi.json
@@ -0,0 +1,250 @@
+{
+  "score": 1789,
+  "nodes": [
+    {
+      "name": "node-9",
+      "description": "QTIP Performance Index of compute",
+      "system_info": {
+        "product": [
+          "KVM"
+        ],
+        "disk": [
+          "53.7GB (5.9% used)"
+        ],
+        "os": [
+          "Ubuntu 14.04 trusty"
+        ],
+        "memory": [
+          "799.5/3945.4MB"
+        ]
+      },
+      "score": 1789,
+      "sections": [
+        {
+          "metrics": [
+            {
+              "score": 0.8011997053326527,
+              "workloads": [
+                {
+                  "description": "workload",
+                  "score": 0.906301071363719,
+                  "result": "14973.3",
+                  "name": "rsa_sign_512"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.9057407614156525,
+                  "result": "202818.2",
+                  "name": "rsa_verify_512"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.9153740089624267,
+                  "result": "5311.7",
+                  "name": "rsa_sign_1024"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.8537774532382183,
+                  "result": "75999.7",
+                  "name": "rsa_verify_1024"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.5396440129449838,
+                  "result": "667.9",
+                  "name": "rsa_sign_2048"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.8264622658404671,
+                  "result": "23074.2",
+                  "name": "rsa_verify_2048"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.7456140350877193,
+                  "result": "85.0",
+                  "name": "rsa_sign_4096"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.7166840338080352,
+                  "result": "6190.5",
+                  "name": "rsa_verify_4096"
+                }
+              ],
+              "name": "ssl_rsa",
+              "description": "metric"
+            },
+            {
+              "score": 0.8825181751154869,
+              "workloads": [
+                {
+                  "description": "workload",
+                  "score": 0.8370586428196568,
+                  "result": "455386.11k",
+                  "name": "aes_128_cbc_16_bytes"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.88480457910821,
+                  "result": "508865.58k",
+                  "name": "aes_128_cbc_64_bytes"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.8915887914399657,
+                  "result": "523945.47k",
+                  "name": "aes_128_cbc_256_bytes"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.9128156148324568,
+                  "result": "543212.20k",
+                  "name": "aes_128_cbc_1024_bytes"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.8863232473771453,
+                  "result": "523026.43k",
+                  "name": "aes_128_cbc_8192_bytes"
+                }
+              ],
+              "name": "ssl_aes",
+              "description": "metric"
+            }
+          ],
+          "score": 0.8418589402240698,
+          "name": "SSL",
+          "description": "cryptography and SSL/TLS performance"
+        },
+        {
+          "metrics": [
+            {
+              "score": 0.44965595077729636,
+              "workloads": [
+                {
+                  "description": "workload",
+                  "score": 0.45041322314049587,
+                  "result": "1.09 M",
+                  "name": "dpi_pps"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.4488986784140969,
+                  "result": "10.19 G",
+                  "name": "dpi_bps"
+                }
+              ],
+              "name": "dpi_throughput",
+              "description": "metric"
+            }
+          ],
+          "score": 0.44965595077729636,
+          "name": "DPI",
+          "description": "deep packet inspection"
+        },
+        {
+          "metrics": [
+            {
+              "score": 0.8277109922623959,
+              "workloads": [
+                {
+                  "description": "workload",
+                  "score": 0.8159569260890847,
+                  "result": "8335.43",
+                  "name": "triad"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.8046851833547495,
+                  "result": "8141.71",
+                  "name": "add"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.8622673849167483,
+                  "result": "7043.29",
+                  "name": "copy"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.827934474689001,
+                  "result": "6722.34",
+                  "name": "scale"
+                }
+              ],
+              "name": "floatmem",
+              "description": "metric"
+            },
+            {
+              "score": 0.6916571989516922,
+              "workloads": [
+                {
+                  "description": "workload",
+                  "score": 0.7023780136591788,
+                  "result": "8536.47",
+                  "name": "triad"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.6702975125995773,
+                  "result": "8246.31",
+                  "name": "add"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.6987862883385272,
+                  "result": "8521.74",
+                  "name": "copy"
+                },
+                {
+                  "description": "workload",
+                  "score": 0.6951669812094855,
+                  "result": "8472.50",
+                  "name": "scale"
+                }
+              ],
+              "name": "intmem",
+              "description": "metric"
+            }
+          ],
+          "score": 0.7596840956070441,
+          "name": "memory",
+          "description": "cache and memory performance"
+        },
+        {
+          "metrics": [
+            {
+              "score": 1.4439459760636688,
+              "workloads": [
+                {
+                  "description": "workload",
+                  "score": 0.9324691580096908,
+                  "result": "27044320.8",
+                  "name": "dhrystone_lps"
+                },
+                {
+                  "description": "workload",
+                  "score": 1.955422794117647,
+                  "result": "4255.2",
+                  "name": "whetstone_MWIPS"
+                }
+              ],
+              "name": "arithmetic",
+              "description": "metric"
+            }
+          ],
+          "score": 1.4439459760636688,
+          "name": "arithmetic",
+          "description": "arithmetic computing speed"
+        }
+      ],
+      "spec": "https://git.opnfv.org/qtip/tree/resources/QPI/compute.yaml",
+      "baseline": "https://git.opnfv.org/qtip/tree/resources/QPI/compute-baseline.json"
+    }
+  ],
+  "name": "compute",
+  "description": "POD Compute QPI"
+}
diff --git a/examples/compute-qpi-report/report.ipynb b/examples/compute-qpi-report/report.ipynb
new file mode 100644
index 00000000..b4068a37
--- /dev/null
+++ b/examples/compute-qpi-report/report.ipynb
@@ -0,0 +1,71 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<matplotlib.figure.Figure at 0x7f5982b410d0>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "from asq.initiators import query\n",
+    "import json\n",
+    "\n",
+    "workload_name = []\n",
+    "workload_score = []\n",
+    "project_name = 'workspace'\n",
+    "\n",
+    "with open(\"qpi.json\".format(project_name)) as result:\n",
+    "    final = json.load(result)\n",
+    "\n",
+    "qpi = query(final['nodes']).where(lambda child: child['name'] == 'node-9') \\\n",
+    "        .select_many(lambda child: child['sections']) \\\n",
+    "        .where(lambda child: child['name'] == 'SSL') \\\n",
+    "        .select_many(lambda child: child['metrics']).to_list()\n",
+    "\n",
+    "for wl in qpi[0]['workloads']:\n",
+    "    workload_name.append(wl['name'])\n",
+    "    workload_score.append(wl['score'])\n",
+    "\n",
+    "x_axis = range(len(workload_name))\n",
+    "\n",
+    "plt.bar(x_axis, workload_score)\n",
+    "plt.xticks(x_axis, workload_name)\n",
+    "plt.show()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 2",
+   "language": "python",
+   "name": "python2"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 1
+}