updated for studio

rdelubi · Jan 16, 2021 · 740be5b · 740be5b
1 parent 679b89e
commit 740be5b
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Showing 52 changed files with 3,917 additions and 957 deletions.
diff --git a/01_setup/00_Overview.ipynb b/01_setup/00_Overview.ipynb
@@ -204,7 +204,6 @@
   }
  ],
  "metadata": {
-  "instance_type": "ml.t3.medium",
   "kernelspec": {
    "display_name": "Python 3 (Data Science)",
    "language": "python",

diff --git a/02_usecases/00_Overview.ipynb b/02_usecases/00_Overview.ipynb
@@ -16,14 +16,25 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "%%javascript\n",
+    "\n",
+    "try {\n",
+    "    Jupyter.notebook.save_checkpoint();\n",
+    "    Jupyter.notebook.session.delete();\n",
+    "}\n",
+    "catch(err) {\n",
+    "    // NoOp\n",
+    "}"
+   ]
   }
  ],
  "metadata": {
+  "instance_type": "ml.t3.medium",
   "kernelspec": {
-   "display_name": "conda_python3",
+   "display_name": "Python 3 (Data Science)",
    "language": "python",
-   "name": "conda_python3"
+   "name": "python3__SAGEMAKER_INTERNAL__arn:aws:sagemaker:us-east-1:081325390199:image/datascience-1.0"
   },
   "language_info": {
    "codemirror_mode": {
@@ -35,7 +46,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.10"
+   "version": "3.7.6"
   }
  },
  "nbformat": 4,

diff --git a/02_usecases/01_Setup.ipynb b/02_usecases/01_Setup.ipynb
@@ -56,16 +56,23 @@
    "outputs": [],
    "source": [
     "%%javascript\n",
-    "Jupyter.notebook.save_checkpoint();\n",
-    "Jupyter.notebook.session.delete();"
+    "\n",
+    "try {\n",
+    "    Jupyter.notebook.save_checkpoint();\n",
+    "    Jupyter.notebook.session.delete();\n",
+    "}\n",
+    "catch(err) {\n",
+    "    // NoOp\n",
+    "}"
    ]
   }
  ],
  "metadata": {
+  "instance_type": "ml.t3.medium",
   "kernelspec": {
-   "display_name": "conda_python3",
+   "display_name": "Python 3 (Data Science)",
    "language": "python",
-   "name": "conda_python3"
+   "name": "python3__SAGEMAKER_INTERNAL__arn:aws:sagemaker:us-east-1:081325390199:image/datascience-1.0"
   },
   "language_info": {
    "codemirror_mode": {
@@ -77,7 +84,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.10"
+   "version": "3.7.6"
   }
  },
  "nbformat": 4,

diff --git a/02_usecases/02_Object_Detection.ipynb b/02_usecases/02_Object_Detection.ipynb
@@ -124,9 +124,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {
-    "scrolled": false
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "display(detectLabelsResponse)"
@@ -635,7 +633,7 @@
    "outputs": [],
    "source": [
     "s3Resource = boto3.resource('s3')\n",
-    "bucket = s3Resource.Bucket(bucketName)\n",
+    "bucket = s3Resource.Bucket(bucket)\n",
     "iojb = bucket.Object(imageName)\n",
     "response = iojb.get()\n",
     "file_stream = response['Body']\n",
@@ -694,16 +692,23 @@
    "outputs": [],
    "source": [
     "%%javascript\n",
-    "Jupyter.notebook.save_checkpoint();\n",
-    "Jupyter.notebook.session.delete();"
+    "\n",
+    "try {\n",
+    "    Jupyter.notebook.save_checkpoint();\n",
+    "    Jupyter.notebook.session.delete();\n",
+    "}\n",
+    "catch(err) {\n",
+    "    // NoOp\n",
+    "}"
    ]
   }
  ],
  "metadata": {
+  "instance_type": "ml.t3.medium",
   "kernelspec": {
-   "display_name": "conda_python3",
+   "display_name": "Python 3 (Data Science)",
    "language": "python",
-   "name": "conda_python3"
+   "name": "python3__SAGEMAKER_INTERNAL__arn:aws:sagemaker:us-east-1:081325390199:image/datascience-1.0"
   },
   "language_info": {
    "codemirror_mode": {
@@ -715,7 +720,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.10"
+   "version": "3.7.6"
   }
  },
  "nbformat": 4,

diff --git a/02_usecases/03_Celebrity_Recognition.ipynb b/02_usecases/03_Celebrity_Recognition.ipynb
@@ -232,9 +232,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {
-    "scrolled": false
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "s3FilePrefix = \"https://s3.amazonaws.com\"\n",
@@ -478,23 +476,23 @@
    "outputs": [],
    "source": [
     "%%javascript\n",
-    "Jupyter.notebook.save_checkpoint();\n",
-    "Jupyter.notebook.session.delete();"
+    "\n",
+    "try {\n",
+    "    Jupyter.notebook.save_checkpoint();\n",
+    "    Jupyter.notebook.session.delete();\n",
+    "}\n",
+    "catch(err) {\n",
+    "    // NoOp\n",
+    "}"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
+  "instance_type": "ml.t3.medium",
   "kernelspec": {
-   "display_name": "conda_python3",
+   "display_name": "Python 3 (Data Science)",
    "language": "python",
-   "name": "conda_python3"
+   "name": "python3__SAGEMAKER_INTERNAL__arn:aws:sagemaker:us-east-1:081325390199:image/datascience-1.0"
   },
   "language_info": {
    "codemirror_mode": {
@@ -506,9 +504,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.10"
+   "version": "3.7.6"
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/02_usecases/04_Content_Moderation.ipynb b/02_usecases/04_Content_Moderation.ipynb
@@ -350,16 +350,23 @@
    "outputs": [],
    "source": [
     "%%javascript\n",
-    "Jupyter.notebook.save_checkpoint();\n",
-    "Jupyter.notebook.session.delete();"
+    "\n",
+    "try {\n",
+    "    Jupyter.notebook.save_checkpoint();\n",
+    "    Jupyter.notebook.session.delete();\n",
+    "}\n",
+    "catch(err) {\n",
+    "    // NoOp\n",
+    "}"
    ]
   }
  ],
  "metadata": {
+  "instance_type": "ml.t3.medium",
   "kernelspec": {
-   "display_name": "conda_python3",
+   "display_name": "Python 3 (Data Science)",
    "language": "python",
-   "name": "conda_python3"
+   "name": "python3__SAGEMAKER_INTERNAL__arn:aws:sagemaker:us-east-1:081325390199:image/datascience-1.0"
   },
   "language_info": {
    "codemirror_mode": {
@@ -371,7 +378,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.10"
+   "version": "3.7.6"
   }
  },
  "nbformat": 4,

diff --git a/02_usecases/05_Inappropriate_Text_Detection.ipynb b/02_usecases/05_Inappropriate_Text_Detection.ipynb
@@ -510,16 +510,23 @@
    "outputs": [],
    "source": [
     "%%javascript\n",
-    "Jupyter.notebook.save_checkpoint();\n",
-    "Jupyter.notebook.session.delete();"
+    "\n",
+    "try {\n",
+    "    Jupyter.notebook.save_checkpoint();\n",
+    "    Jupyter.notebook.session.delete();\n",
+    "}\n",
+    "catch(err) {\n",
+    "    // NoOp\n",
+    "}"
    ]
   }
  ],
  "metadata": {
+  "instance_type": "ml.t3.medium",
   "kernelspec": {
-   "display_name": "conda_python3",
+   "display_name": "Python 3 (Data Science)",
    "language": "python",
-   "name": "conda_python3"
+   "name": "python3__SAGEMAKER_INTERNAL__arn:aws:sagemaker:us-east-1:081325390199:image/datascience-1.0"
   },
   "language_info": {
    "codemirror_mode": {
@@ -531,7 +538,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.10"
+   "version": "3.7.6"
   }
  },
  "nbformat": 4,

diff --git a/02_usecases/06_Text_Classification_Prepare_Dataset.ipynb b/02_usecases/06_Text_Classification_Prepare_Dataset.ipynb
@@ -410,16 +410,23 @@
    "outputs": [],
    "source": [
     "%%javascript\n",
-    "Jupyter.notebook.save_checkpoint();\n",
-    "Jupyter.notebook.session.delete();"
+    "\n",
+    "try {\n",
+    "    Jupyter.notebook.save_checkpoint();\n",
+    "    Jupyter.notebook.session.delete();\n",
+    "}\n",
+    "catch(err) {\n",
+    "    // NoOp\n",
+    "}"
    ]
   }
  ],
  "metadata": {
+  "instance_type": "ml.t3.medium",
   "kernelspec": {
-   "display_name": "conda_python3",
+   "display_name": "Python 3 (Data Science)",
    "language": "python",
-   "name": "conda_python3"
+   "name": "python3__SAGEMAKER_INTERNAL__arn:aws:sagemaker:us-east-1:081325390199:image/datascience-1.0"
   },
   "language_info": {
    "codemirror_mode": {
@@ -431,7 +438,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.10"
+   "version": "3.7.6"
   }
  },
  "nbformat": 4,