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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# jsonschema\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "`jsonschema` is an implementation of [JSON Schema](https://json-schema.org) for Python (supporting 2.7+ including Python 3)."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Usage"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from jsonschema import validate"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# A sample schema, like what we'd get from json.load()\n",
+    "schema = {\n",
+    "    \"type\" : \"object\",\n",
+    "    \"properties\" : {\n",
+    "        \"price\" : {\"type\" : \"number\"},\n",
+    "        \"name\" : {\"type\" : \"string\"},\n",
+    "    },\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# If no exception is raised by validate(), the instance is valid.\n",
+    "validate(instance={\"name\" : \"Eggs\", \"price\" : 34.99}, schema=schema)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "ValidationError",
+     "evalue": "'Invalid' is not of type 'number'\n\nFailed validating 'type' in schema['properties']['price']:\n    {'type': 'number'}\n\nOn instance['price']:\n    'Invalid'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mValidationError\u001b[0m                           Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-5-e1e543273d1f>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m validate(\n\u001b[1;32m      2\u001b[0m     \u001b[0minstance\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m{\u001b[0m\u001b[0;34m\"name\"\u001b[0m \u001b[0;34m:\u001b[0m \u001b[0;34m\"Eggs\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"price\"\u001b[0m \u001b[0;34m:\u001b[0m \u001b[0;34m\"Invalid\"\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m     \u001b[0mschema\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mschema\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      4\u001b[0m )\n",
+      "\u001b[0;32m~/Development/jsonschema/jsonschema/validators.py\u001b[0m in \u001b[0;36mvalidate\u001b[0;34m(instance, schema, cls, *args, **kwargs)\u001b[0m\n\u001b[1;32m    899\u001b[0m     \u001b[0merror\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mexceptions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbest_match\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalidator\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miter_errors\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minstance\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    900\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0merror\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 901\u001b[0;31m         \u001b[0;32mraise\u001b[0m \u001b[0merror\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    902\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    903\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mValidationError\u001b[0m: 'Invalid' is not of type 'number'\n\nFailed validating 'type' in schema['properties']['price']:\n    {'type': 'number'}\n\nOn instance['price']:\n    'Invalid'"
+     ]
+    }
+   ],
+   "source": [
+    "validate(\n",
+    "    instance={\"name\" : \"Eggs\", \"price\" : \"Invalid\"},\n",
+    "    schema=schema,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "It can also be used from console:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!echo '{\"name\" : \"Eggs\", \"price\" : 34.99}' > /tmp/sample.json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!echo '{\"type\" : \"object\", \"properties\" : {\"price\" : {\"type\" : \"number\"}, \"name\" : {\"type\" : \"string\"}}}' > /tmp/sample.schema"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!jsonschema -i /tmp/sample.json /tmp/sample.schema"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Do your own experiments here..."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Try `jsonschema` youself by adding your code below and running your own experiments 👇"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import jsonschema\n",
+    "\n",
+    "# your code here\n",
+    "jsonschema."
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}