Merge 044d45a into faeaf0b

whylabs · Feb 21, 2022 · 2611a62 · 2611a62
2 parents faeaf0b + 044d45a
commit 2611a62
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diff --git a/examples/Dataset_Profiler_Viewer.ipynb b/examples/Dataset_Profiler_Viewer.ipynb
@@ -18,7 +18,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "1f0ab34a",
    "metadata": {},
    "outputs": [],
@@ -29,7 +29,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "id": "fc04cc42",
    "metadata": {},
    "outputs": [],
@@ -59,7 +59,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 4,
    "id": "7ebc0b5f",
    "metadata": {},
    "outputs": [],
@@ -86,22 +86,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": null,
    "id": "2e018520",
    "metadata": {},
    "outputs": [],
    "source": [
     "session = get_or_create_session()\n",
-    "with session.logger(\"mytestytest\",dataset_timestamp=datetime.datetime(2021, 6, 2)) as logger:\n",
-    "    for _ in range(500):\n",
-    "        logger.log({\"uniform_integers\": np.random.randint(0,50)})\n",
-    "        logger.log({\"strings\": fake.name()})\n",
-    "        logger.log({\"mixture_distribution\": np.random.choice(distribution, 1)[0]})\n",
-    "        logger.log({\"nulls\": None})\n",
-    "    logger.log({\"moah_data\":1})\n",
-    "    logger.log({\"moah_data\":1})\n",
-    "    logger.log({\"moah_data\":5})\n",
-    "    profile=logger.profile"
+    "def profile_generator():\n",
+    "    with session.logger(\"mytestytest\",dataset_timestamp=datetime.datetime(2021, 6, 2)) as logger:\n",
+    "        for _ in range(500):\n",
+    "            logger.log({\"uniform_integers\": np.random.randint(0,50)})\n",
+    "            logger.log({\"strings\": fake.name()})\n",
+    "            logger.log({\"mixture_distribution\": np.random.choice(distribution, 1)[0]})\n",
+    "            logger.log({\"nulls\": None})\n",
+    "        logger.log({\"moah_data\":1})\n",
+    "        logger.log({\"moah_data\":1})\n",
+    "        logger.log({\"moah_data\":5})\n",
+    "        return logger.profile\n",
+    "profile=profile_generator()"
    ]
   },
   {
@@ -123,39 +125,64 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": null,
    "id": "e293634d",
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'/var/folders/pr/f715zv8x17b1v5vwydgv2gq40000gq/T/tmpabxku502.html'"
-      ]
-     },
-     "execution_count": 16,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "profile_viewer(profiles=[profile], output_path=None)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "e9cebe5c",
+   "metadata": {},
+   "source": [
+    "### Logging reference profile"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "d36563e9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "reference_profile=profile_generator() "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "56dcaef9",
+   "metadata": {},
+   "source": [
+    "### Add reference profile to viewer and open"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6a4eb38c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "profile_viewer(profiles=[profile], reference_profiles=[reference_profile], output_path=None,)"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d09732c5",
+   "id": "1b1d89e2",
    "metadata": {},
    "outputs": [],
    "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "whylogs-dev",
+   "display_name": "Python 3",
    "language": "python",
-   "name": "whylogs-dev"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -167,7 +194,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.6"
+   "version": "3.8.8"
   }
  },
  "nbformat": 4,