Neo4J Performance Test.ipynb

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     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import datetime\n",
      "import random\n",
      "from py2neo import neo4j\n",
      "graph = neo4j.GraphDatabaseService(\"http://localhost:7474/db/data\")\n",
      "\n",
      "try:\n",
      "    neo4j.CypherQuery(graph,\"\"\"\n",
      "        CREATE CONSTRAINT ON (u:User)\n",
      "        ASSERT u.id IS UNIQUE\n",
      "    \"\"\").execute()\n",
      "except:\n",
      "    pass\n",
      "\n",
      "def delete_everything():\n",
      "    neo4j.CypherQuery(graph,\"MATCH ()-[r]-() DELETE r\").run()\n",
      "    neo4j.CypherQuery(graph,\"MATCH (n) DELETE n\").run()\n",
      "    \n",
      "def count_relationships():\n",
      "    return neo4j.CypherQuery(graph,\"MATCH ()-[r]-() RETURN COUNT(r)\").execute_one()\n",
      "\n",
      "def count_nodes():\n",
      "    return neo4j.CypherQuery(graph,\"MATCH (n) RETURN COUNT(n)\").execute_one()\n",
      "\n",
      "    \n",
      "def rand_id():\n",
      "    \"\"\"gets a random id\n",
      "    \n",
      "    It's equally likely to get an id from 0-5000 as it \n",
      "    is to get an id from 5000-inf.\n",
      "    \"\"\"\n",
      "    return int(random.expovariate(1.0/5000))\n",
      "\n",
      "def try_algo(insert_friends_algo):\n",
      "    \"\"\"uses algorithm to insert random relationship\n",
      "    \n",
      "    For 1000 iterations this inserts a user and their 200 friends.\n",
      "    User and friend ids are selected at random.\n",
      "    Prints time required to insert.\n",
      "    \n",
      "    All relationships and nodes are removed after test completes.\n",
      "    \"\"\"\n",
      "    start_time = datetime.datetime.now()\n",
      "    for i in range(1000):\n",
      "        id = rand_id()\n",
      "        num_friends = 200\n",
      "        ids = []\n",
      "        for j in range(num_friends):\n",
      "            ids.append(rand_id())\n",
      "        sub_start_time = datetime.datetime.now()\n",
      "        insert_friends_algo(id,ids)\n",
      "        print i,(datetime.datetime.now() - sub_start_time).total_seconds()\n",
      "    time_required = (datetime.datetime.now() - start_time).total_seconds()\n",
      "    rel_count = count_relationships()\n",
      "    node_count = count_nodes()\n",
      "    delete_everything()\n",
      "    print \"time:%fs;\\trelationship count:%d;\\tnode count%d; rel/sec:%f;\\tnode/sec:%f\" % (time_required,rel_count,node_count,rel_count/time_required,node_count/time_required)\n"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 340
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "def insert_friends1(id,ids): \n",
      "    \"\"\"this was my original query\"\"\"\n",
      "    neo4j.CypherQuery(graph,\"\"\"\n",
      "            MERGE (a:User {id:{id}})\n",
      "            ON CREATE SET\n",
      "              a.created_at = timestamp()\n",
      "            SET a.friends_found_at = timestamp()\n",
      "            FOREACH (id IN {ids} |\n",
      "              MERGE (b:User {id:id})\n",
      "              ON CREATE SET\n",
      "                b.created_at = timestamp()\n",
      "              CREATE UNIQUE (a)-[:FOLLOWS]->(b)\n",
      "            )\n",
      "        \"\"\").execute(id=id,ids=ids)\n",
      "\n",
      "def insert_friends2(id,ids):\n",
      "    \"\"\"interestingly this one doesn't work\n",
      "    \n",
      "    I was trying to seperate out user creating and relationship connection\n",
      "    MERGE is allowed within a FOREACH, but MATCH isn't\n",
      "    \"\"\"\n",
      "    all_ids = ids\n",
      "    all_ids.append(id)\n",
      "    for u in all_ids :\n",
      "        neo4j.CypherQuery(graph,\"\"\"\n",
      "            MERGE (u:User {id:{id}})\n",
      "            ON CREATE SET\n",
      "                u.created_at = timestamp()\n",
      "            \"\"\").execute(id=u)\n",
      "    neo4j.CypherQuery(graph,\"\"\"\n",
      "        MATCH (a:User {id:{id}})\n",
      "        SET a.friends_found_at = timestamp()\n",
      "        FOREACH (id IN {ids} | \n",
      "            MATCH (b:User {id:id})\n",
      "            CREATE UNIQUE (a)-[:FOLLOWS]->(b)\n",
      "        )\"\"\").execute(id=id,ids=ids)\n",
      "    \n",
      "def insert_friends3(id,ids):\n",
      "    \"\"\"here I create users one at a time in a loop\n",
      "    and then connect them one at a time in loop\n",
      "    \"\"\"\n",
      "    all_ids = ids\n",
      "    all_ids.append(id)\n",
      "    for u in all_ids :\n",
      "        neo4j.CypherQuery(graph,\"\"\"\n",
      "            MERGE (u:User {id:{id}})\n",
      "            ON CREATE SET\n",
      "                u.created_at = timestamp()\n",
      "            \"\"\").execute(id=u)\n",
      "    for friend_id in ids :\n",
      "        neo4j.CypherQuery(graph,\"\"\"\n",
      "            MATCH (a:User {id:{id}}),(b:User {id:{friend_id}})\n",
      "            SET a.friends_found_at = timestamp()\n",
      "            CREATE UNIQUE (a)-[:FOLLOWS]->(b)\n",
      "            \"\"\").execute(id=id,friend_id=friend_id)\n",
      "        \n",
      "def insert_friends4(id,ids):\n",
      "    \"\"\"here I create users one at a time but connect them all at once\"\"\"\n",
      "    all_ids = ids\n",
      "    all_ids.append(id)\n",
      "    for u in all_ids :\n",
      "        neo4j.CypherQuery(graph,\"\"\"\n",
      "            MERGE (u:User {id:{id}})\n",
      "            ON CREATE SET\n",
      "                u.created_at = timestamp()\"\"\").execute(id=u)\n",
      "    neo4j.CypherQuery(graph,\"\"\"\n",
      "        MATCH (a:User {id:{id}}),(b:User)\n",
      "        WHERE b.id in {ids}\n",
      "        SET a.friends_found_at = timestamp()\n",
      "        CREATE UNIQUE (a)-[:FOLLOWS]->(b)\"\"\").execute(id=id,ids=ids)\n",
      "    \n",
      "def insert_friends5(id,ids):\n",
      "    \"\"\"here I tried to create all users in one query and connect all users in one query\n",
      "    \n",
      "    however, the user creation query is invalid (again MATCH vs MERGE)\n",
      "    \"\"\"\n",
      "    all_ids = ids\n",
      "    all_ids.append(id)\n",
      "    for u in all_ids :\n",
      "        neo4j.CypherQuery(graph,\"\"\"\n",
      "            MERGE (u:User)\n",
      "            WHERE u.id IN ids\n",
      "            ON CREATE SET\n",
      "                u.created_at = timestamp()\"\"\").execute(ids=all_ids)\n",
      "    neo4j.CypherQuery(graph,\"\"\"\n",
      "        MATCH (a:User {id:{id}}),(b:User)\n",
      "        WHERE b.id in {ids}\n",
      "        SET a.friends_found_at = timestamp()\n",
      "        CREATE UNIQUE (a)-[:FOLLOWS]->(b)\"\"\").execute(id=id,ids=ids)\n",
      "    \n",
      "from py2neo import cypher\n",
      "session = cypher.Session(\"http://localhost:7474\")\n",
      "def insert_friends6(id,ids):\n",
      "    \"\"\"here I create users one at a time but connect them all at once and I do this in a transaction\"\"\"\n",
      "    tx = session.create_transaction()\n",
      "    all_ids = ids\n",
      "    all_ids.append(id)\n",
      "    for u in all_ids :\n",
      "        tx.append(\"\"\"\n",
      "            MERGE (u:User {id:{id}})\n",
      "            ON CREATE SET\n",
      "                u.created_at = timestamp()\"\"\",{\"id\":u})\n",
      "    tx.append(\"\"\"\n",
      "        MATCH (a:User {id:{id}}),(b:User)\n",
      "        WHERE b.id in {ids}\n",
      "        SET a.friends_found_at = timestamp()\n",
      "        CREATE UNIQUE (a)-[:FOLLOWS]->(b)\"\"\",{\"id\":id,\"ids\":ids})\n",
      "    tx.commit()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 341
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "delete_everything()\n",
      "try_algo(insert_friends6)"
     ],
     "language": "python",
     "metadata": {},
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       "ename": "KeyboardInterrupt",
       "evalue": "",
       "output_type": "pyerr",
       "traceback": [
        "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
        "\u001b[0;32m<ipython-input-343-bc1546c921b6>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0mdelete_everything\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mtry_algo\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minsert_friends6\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
        "\u001b[0;32m<ipython-input-340-f6f90ef5d7cc>\u001b[0m in \u001b[0;36mtry_algo\u001b[0;34m(insert_friends_algo)\u001b[0m\n\u001b[1;32m     48\u001b[0m             \u001b[0mids\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrand_id\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     49\u001b[0m         \u001b[0msub_start_time\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdatetime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdatetime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 50\u001b[0;31m         \u001b[0minsert_friends_algo\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mid\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mids\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     51\u001b[0m         \u001b[0;32mprint\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdatetime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdatetime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0msub_start_time\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtotal_seconds\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     52\u001b[0m     \u001b[0mtime_required\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mdatetime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdatetime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mstart_time\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtotal_seconds\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
        "\u001b[0;32m<ipython-input-341-b184794c8d17>\u001b[0m in \u001b[0;36minsert_friends6\u001b[0;34m(id, ids)\u001b[0m\n\u001b[1;32m    106\u001b[0m         \u001b[0mSET\u001b[0m \u001b[0ma\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfriends_found_at\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtimestamp\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    107\u001b[0m         CREATE UNIQUE (a)-[:FOLLOWS]->(b)\"\"\",{\"id\":id,\"ids\":ids})\n\u001b[0;32m--> 108\u001b[0;31m     \u001b[0mtx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcommit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
        "\u001b[0;32m/Users/jnbrymn/anaconda/lib/python2.7/site-packages/py2neo/cypher.pyc\u001b[0m in \u001b[0;36mcommit\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    239\u001b[0m         \"\"\"\n\u001b[1;32m    240\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 241\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_post\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_commit\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_begin_commit\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    242\u001b[0m         \u001b[0;32mfinally\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    243\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_finished\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mTrue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
        "\u001b[0;32m/Users/jnbrymn/anaconda/lib/python2.7/site-packages/py2neo/cypher.pyc\u001b[0m in \u001b[0;36m_post\u001b[0;34m(self, resource)\u001b[0m\n\u001b[1;32m    202\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_post\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mresource\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    203\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_assert_unfinished\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 204\u001b[0;31m         \u001b[0mrs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mresource\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_post\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m{\u001b[0m\u001b[0;34m\"statements\"\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_statements\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    205\u001b[0m         \u001b[0mlocation\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mheaders\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"location\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    206\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mlocation\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
        "\u001b[0;32m/Users/jnbrymn/anaconda/lib/python2.7/site-packages/py2neo/neo4j.pyc\u001b[0m in \u001b[0;36m_post\u001b[0;34m(self, body)\u001b[0m\n\u001b[1;32m    366\u001b[0m             return self._resource.post(body=body,\n\u001b[1;32m    367\u001b[0m                                        \u001b[0mheaders\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_headers\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 368\u001b[0;31m                                        product=self._product)\n\u001b[0m\u001b[1;32m    369\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0m_ClientError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    370\u001b[0m             \u001b[0;32mraise\u001b[0m \u001b[0mClientError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
        "\u001b[0;32m/Users/jnbrymn/anaconda/lib/python2.7/site-packages/py2neo/packages/httpstream/http.pyc\u001b[0m in \u001b[0;36mpost\u001b[0;34m(self, body, headers, **kwargs)\u001b[0m\n\u001b[1;32m    813\u001b[0m         \"\"\"\n\u001b[1;32m    814\u001b[0m         \u001b[0mrq\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mRequest\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"POST\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_uri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mheaders\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 815\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mrq\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msubmit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    816\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    817\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mdelete\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mheaders\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
        "\u001b[0;32m/Users/jnbrymn/anaconda/lib/python2.7/site-packages/py2neo/packages/httpstream/http.pyc\u001b[0m in \u001b[0;36msubmit\u001b[0;34m(self, redirect_limit, product, **response_kwargs)\u001b[0m\n\u001b[1;32m    386\u001b[0m         \u001b[0mheaders\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetdefault\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"User-Agent\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0muser_agent\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mproduct\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    387\u001b[0m         \u001b[0;32mwhile\u001b[0m \u001b[0mTrue\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 388\u001b[0;31m             \u001b[0mhttp\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msubmit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0muri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mheaders\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    389\u001b[0m             \u001b[0mstatus_class\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstatus\u001b[0m \u001b[0;34m//\u001b[0m \u001b[0;36m100\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    390\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mstatus_class\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m3\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
        "\u001b[0;32m/Users/jnbrymn/anaconda/lib/python2.7/site-packages/py2neo/packages/httpstream/http.pyc\u001b[0m in \u001b[0;36msubmit\u001b[0;34m(method, uri, body, headers)\u001b[0m\n\u001b[1;32m    286\u001b[0m     \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    287\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 288\u001b[0;31m             \u001b[0mresponse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msend\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    289\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mBadStatusLine\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    290\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mline\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/Users/jnbrymn/anaconda/lib/python2.7/site-packages/py2neo/packages/httpstream/http.pyc\u001b[0m in \u001b[0;36msend\u001b[0;34m(reconnect)\u001b[0m\n\u001b[1;32m    280\u001b[0m         \u001b[0mhttp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0muri\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mabsolute_path_reference\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mheaders\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    281\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0msupports_buffering\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 282\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mhttp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgetresponse\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbuffering\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    283\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    284\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mhttp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgetresponse\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
        "\u001b[0;32m/Users/jnbrymn/anaconda/python.app/Contents/lib/python2.7/httplib.pyc\u001b[0m in \u001b[0;36mgetresponse\u001b[0;34m(self, buffering)\u001b[0m\n\u001b[1;32m   1043\u001b[0m         \u001b[0mresponse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mresponse_class\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwds\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1044\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1045\u001b[0;31m         \u001b[0mresponse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbegin\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   1046\u001b[0m         \u001b[0;32massert\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwill_close\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0m_UNKNOWN\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1047\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__state\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_CS_IDLE\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
        "\u001b[0;32m/Users/jnbrymn/anaconda/python.app/Contents/lib/python2.7/httplib.pyc\u001b[0m in \u001b[0;36mbegin\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    407\u001b[0m         \u001b[0;31m# read until we get a non-100 response\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    408\u001b[0m         \u001b[0;32mwhile\u001b[0m \u001b[0mTrue\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 409\u001b[0;31m             \u001b[0mversion\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstatus\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mreason\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_read_status\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    410\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mstatus\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0mCONTINUE\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    411\u001b[0m                 \u001b[0;32mbreak\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
        "\u001b[0;32m/Users/jnbrymn/anaconda/python.app/Contents/lib/python2.7/httplib.pyc\u001b[0m in \u001b[0;36m_read_status\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    363\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_read_status\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    364\u001b[0m         \u001b[0;31m# Initialize with Simple-Response defaults\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 365\u001b[0;31m         \u001b[0mline\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreadline\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_MAXLINE\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    366\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mline\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0m_MAXLINE\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    367\u001b[0m             \u001b[0;32mraise\u001b[0m \u001b[0mLineTooLong\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"header line\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
        "\u001b[0;32m/Users/jnbrymn/anaconda/python.app/Contents/lib/python2.7/socket.pyc\u001b[0m in \u001b[0;36mreadline\u001b[0;34m(self, size)\u001b[0m\n\u001b[1;32m    474\u001b[0m             \u001b[0;32mwhile\u001b[0m \u001b[0mTrue\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    475\u001b[0m                 \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 476\u001b[0;31m                     \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_sock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrecv\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_rbufsize\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    477\u001b[0m                 \u001b[0;32mexcept\u001b[0m \u001b[0merror\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    478\u001b[0m                     \u001b[0;32mif\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mEINTR\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
        "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
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       "stream": "stdout",
       "text": [
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     ],
     "prompt_number": 343
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    {
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     "collapsed": false,
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     "language": "python",
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     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": []
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   "metadata": {}
  }
 ]
}