1_production_databases/01_intro_postgres.ipynb

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    "### Postgres for Data Engineers: Introduction to Postgres\n",
    "#### These are exercises done as part of <a href = \"www.dataquest.io\"> DataQuest</a>'s Data Engineer Path\n",
    "This is not replicated for commercial use; strictly personal development.<br>\n",
    "All exercises are (c) DataQuest, with slight modifications so they use my PostGres server on my localhost"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Postgres Mission\n",
    "<b>1.  </b>Instructions:\n",
    "- Import the psycopg2 library.\n",
    "- Connect to the database with the user vbuser.\n",
    "- Use the print function to display the Connection object.\n",
    "- Close the Connection using the close method."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font color = 'blue'>I used the following source to make the mission's code work on my local machine. I first created a database, created a user that can read-only</font><br> https://www.codementor.io/engineerapart/getting-started-with-postgresql-on-mac-osx-are8jcopb"
   ]
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  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<connection object at 0x1060b0d18; dsn: 'user=vbuser dbname=valenbisi2018 password=xxx', closed: 0>\n"
     ]
    }
   ],
   "source": [
    "import psycopg2\n",
    "conn = psycopg2.connect(\"dbname=valenbisi2018 user=vbuser password=vbisi2018\")\n",
    "print(conn)\n",
    "conn.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<b>2. </b>Instructions:\n",
    "- Connect to the valenbisi2018 database as the user vbuser\n",
    "- Using the Cursor object, create a string query that selects all from the vbstatic table.\n",
    "- Execute the query using the execute method.\n",
    "- Fetch all the results from the table and assign it to the variable notes.\n",
    "- Close the Connection using the close method."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font color = 'blue'>I had to alter permissions here, so I used the following source. <br>Later, because I will be asked to commit changes to tables, a permission I do not wish to grant to `vbuser`, I will go back to using user `nmolivo`, which is a poweruser.</font><br>https://dba.stackexchange.com/questions/33943/granting-access-to-all-tables-for-a-user"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import psycopg2\n",
    "conn = psycopg2.connect(\"dbname=valenbisi2018 user=vbuser password=vbisi2018\")\n",
    "cur = conn.cursor()\n",
    "cur.execute('SELECT * FROM vbstatic')\n",
    "one = cur.fetchone()\n",
    "total = cur.fetchall()\n",
    "notes = total\n",
    "conn.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
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   "outputs": [
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       " (275,\n",
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       "  '20/02/2018 05:27:07',\n",
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       "  '20/02/2018 05:27:07',\n",
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       "  '20/02/2018 05:27:07',\n",
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       "  '20/02/2018 05:27:07',\n",
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       "  '20/02/2018 05:27:07',\n",
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       " (413,\n",
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       " (422,\n",
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       " (425,\n",
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       "  '20/02/2018 05:41:52',\n",
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       "  '275_CAMINO_DE_LAS_MORERAS_ESQ_RONDA_DE_NAZARET',\n",
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       "  14,\n",
       "  '106_AVDA. DE LOS NARANJOS',\n",
       "  Decimal('-0.34138555'),\n",
       "  Decimal('39.47674427'),\n",
       "  25),\n",
       " ...]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "notes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<b>3. </b> Instructions:<br>\n",
    "- Connect to the dq database as the user dq\n",
    "- Write a SQL query that creates a table called users in the dq database, with the following columns and data types:\n",
    "- id -- integer data type, and is a primary key.\n",
    "- email -- text data type.\n",
    "- name -- text data type.\n",
    "- address -- text data type.\n",
    "- Execute the query using the execute method.\n",
    "- Don't close the connection."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "conn = psycopg2.connect(\"dbname=valenbisi2018 user=nmolivo\")\n",
    "cur = conn.cursor()\n",
    "cur.execute('CREATE TABLE vbstatic2 (id BIGSERIAL PRIMARY KEY, update VARCHAR(255), available INT, free INT, name VARCHAR(255), long NUMERIC, lat NUMERIC, total INT)');\n",
    "#using vbstatic2 because I already created vbstatic using the CL. See Markdown document."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<b>4.</b> Instructions:<br>\n",
    "- Connect to the dq database as the user dq.\n",
    "- Write a SQL query that creates a table called users in the dq database, with the following columns and data types:\n",
    "- id -- integer data type, and is a primary key.\n",
    "- email -- text data type.\n",
    "- name -- text data type.\n",
    "- address -- text data type.\n",
    "- Execute the query using the execute method.\n",
    "- Use the commit method on the Connection object to apply the changes in the transaction to the database.\n",
    "- Close the Connection."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    ">Whenever we open a Connection in psycopg2, a new transaction will automatically be created. \n",
    ">All queries run up until the <a href = \"http://initd.org/psycopg/docs/connection.html#connection.commit\"><b>commit()</b></a> method is called. When a commit is called, the PostgreSQL \n",
    ">engine will run all the queries at once.\n",
    "\n",
    ">If we don't want to apply the changes in the transaction block, we can call the <b>rollback()</b> \n",
    ">method to remove the transaction. Not calling either commit or rollback will cause the \n",
    ">transaction to stay in a pending state, and will result in the changes not being applied to \n",
    ">the database.\n",
    ">\n",
    ">DataQuest"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "conn = psycopg2.connect(\"dbname=valenbisi2018 user = nmolivo\")\n",
    "cur = conn.cursor()\n",
    "cur.execute('CREATE TABLE vbstatic2 (id BIGSERIAL PRIMARY KEY, \\\n",
    "            update VARCHAR(255), \\\n",
    "            available INT, \\\n",
    "            free INT, name VARCHAR(255), \\\n",
    "            long NUMERIC, \\\n",
    "            lat NUMERIC, \\\n",
    "            total INT)');\n",
    "conn.commit()\n",
    "conn.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font color = 'blue'>If you're new to Python/Jupyter, know that the forward slashes allow me to continue the code on the following line, purely for readability. If you are replicating similar work, you can make the SQL command a single line with no slashes, or if you do find the multiple lines helpful, make sure no spaces follow the forward slash.</font>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<b>5. </b> Instructions\n",
    "- Import the csv module.\n",
    "- Load the user_accounts.csv using the csv module\n",
    "- Connect to the dq database as the user dq\n",
    "- Execute the insert query on the users table using the execute method from the example above.\n",
    "- Insert every row from the user_accounts.csv file and skip the header row.\n",
    "- Fetch all the results from the users table and assign it to the variable users.\n",
    "- Close the Connection using the close method."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    ">While `INSERT` works, it's best used when you are trying to insert individual rows."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import csv\n",
    "with open('vb_table.csv') as f:\n",
    "    reader = csv.reader(f, delimiter=\",\")\n",
    "    next(reader)\n",
    "    rows = [row for row in reader]\n",
    "\n",
    "conn = psycopg2.connect(\"dbname=valenbisi2018 user=nmolivo\")\n",
    "cur = conn.cursor()\n",
    "\n",
    "for row in rows:\n",
    "    cur.execute(\"INSERT INTO vbstatic2 VALUES (%s, %s, %s, %s, %s, %s, %s, %s)\", row)\n",
    "conn.commit()\n",
    "\n",
    "cur.execute('SELECT * FROM vbstatic2')\n",
    "users = cur.fetchall()\n",
    "conn.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<b>6.</b> Instructions\n",
    "- Connect to the dq database as the user dq\n",
    "- Load the user_accounts.csv using with open(...) as f.\n",
    "- Skip the header row.\n",
    "- Using the copy_from method, copy the file into the database.\n",
    "- Fetch all the results from the users table and assign it to the variable users.\n",
    "- Close the Connection using the close method."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font color = 'blue'>Since this is a slightly different method of performing the same task as before, I will not run it:</font>\n",
    "```python\n",
    "conn = psycopg2.connect(\"dbname=valenbisi2018 user=nmolivo\")\n",
    "cur = conn.cursor()\n",
    "\n",
    "with open('vb_table.csv') as f:\n",
    "    next(f)\n",
    "    cur.copy_from(f, 'vbstatic2', sep=',')\n",
    "conn.commit()\n",
    "    \n",
    "cur.execute('SELECT * FROM vbstatic2')\n",
    "data = cur.fetchall()\n",
    "conn.close()\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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