Integrations/Langchain/Chains/PostgreSQL_LLM.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<td>\n",
    "   <a target=\"_blank\" href=\"https://www.clarifai.com/\" ><img src=\"https://upload.wikimedia.org/wikipedia/commons/b/bc/Clarifai_Logo_FC_Web.png\" width=256/></a>\n",
    "</td>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Using PostgreSQL Database with Langchain"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Requirements"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip install clarifai psycopg2 langchain  langchain-experimental"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "os.environ[\"CLARIFAI_PAT\"]=\"PAT\" # Replace with your PAT token."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "*Note: Guide to get your [PAT](https://docs.clarifai.com/clarifai-basics/authentication/personal-access-tokens)*"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Settting Up Database"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For this example we will be using a dvd rental database. PostgreSQL  allows users to load a prebuilt database into the server. Follow this [link](https://www.geeksforgeeks.org/postgresql-loading-a-database/?ref=lbp) to know more about the database."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Once the database has been loaded we can setup a connection with the server using the following code,"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import psycopg2\n",
    "# Establish a connection to the PostgreSQL database\n",
    "conn = psycopg2.connect(\n",
    "    host='localhost',\n",
    "    port=5432, # replace with your PORT\n",
    "    user='postgres', # replace with your username\n",
    "    password='root', # replace with your password\n",
    "    database='dvdrental'\n",
    ")\n",
    "\n",
    "# Create a cursor object to execute SQL commands\n",
    "cursor = conn.cursor()\n",
    "\n",
    "\n",
    "conn.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The SQLDatabase feature from Langchain allows LLM's  to run queries on the above PostgreSQL Database."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Creating a SQLDatabase instance by connecting to a PostgreSQL database\n",
    "# The URI specifies the necessary connection details such as the database type (PostgreSQL),\n",
    "# username (postgres), password (root), host (localhost), port (5432), and database name (dvdrental).\n",
    "db = SQLDatabase.from_uri(\n",
    "    f\"postgresql+psycopg2://postgres:root@localhost:5432/dvdrental\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Model Initialisation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For our task we are going to choose GPT-4-Turbo as it was fast and accurate and can handle big prompts."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 128,
   "metadata": {},
   "outputs": [],
   "source": [
    "MODEL_URL=\"https://clarifai.com/openai/chat-completion/models/gpt-4-turbo\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 129,
   "metadata": {},
   "outputs": [],
   "source": [
    "from langchain.llms import Clarifai\n",
    "llm=Clarifai(model_url=MODEL_URL) # using GPT-4-Turbo from Clarifai platform"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "metadata": {},
   "outputs": [],
   "source": [
    "from langchain.globals import set_debug\n",
    "set_debug(True) # Displays outputs in all steps which leads to easy debugging"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Running Queries on PostgreSQL Database"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [],
   "source": [
    "from langchain_experimental.sql import SQLDatabaseChain"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The below prompt instructs the model on how to present the query results,"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 132,
   "metadata": {},
   "outputs": [],
   "source": [
    "PROMPT=\"\"\"\n",
    "You are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\n",
    "\n",
    "1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\n",
    "2)Execute the query and return the results to answer the input question.\n",
    "3)Ensure that the query selects only the required columns from the relevant tables.\n",
    "5)Utilize only the column names present in the provided tables.\n",
    "6)Avoid querying for columns that do not exist.\n",
    "7) If the question involves \"today\", use the CURRENT_DATE function to get the current date.\n",
    "8) Order the results to return the most informative data in the database.\n",
    "9) Dont add code blocks for sql query\n",
    "10) Please adhere to the following format while giving outputs:\n",
    "\n",
    "Important! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\n",
    "\n",
    "SQL Query code  with final answer from database\n",
    "\n",
    "{question}\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 133,
   "metadata": {},
   "outputs": [],
   "source": [
    "db_chain = SQLDatabaseChain.from_llm(llm=llm, db=db) # initialise SQLDatabase chain"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[32;1m\u001b[1;3m[chain/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain] Entering Chain run with input:\n",
      "\u001b[0m{\n",
      "  \"query\": \"\\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the name of customers?\\n\"\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[chain/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain] Entering Chain run with input:\n",
      "\u001b[0m{\n",
      "  \"input\": \"\\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the name of customers?\\n\\nSQLQuery:\",\n",
      "  \"top_k\": \"5\",\n",
      "  \"dialect\": \"postgresql\",\n",
      "  \"table_info\": \"\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\",\n",
      "  \"stop\": [\n",
      "    \"\\nSQLResult:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[llm/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain > 3:llm:Clarifai] Entering LLM run with input:\n",
      "\u001b[0m{\n",
      "  \"prompts\": [\n",
      "    \"You are a PostgreSQL expert. Given an input question, first create a syntactically correct PostgreSQL query to run, then look at the results of the query and return the answer to the input question.\\nUnless the user specifies in the question a specific number of examples to obtain, query for at most 5 results using the LIMIT clause as per PostgreSQL. You can order the results to return the most informative data in the database.\\nNever query for all columns from a table. You must query only the columns that are needed to answer the question. Wrap each column name in double quotes (\\\") to denote them as delimited identifiers.\\nPay attention to use only the column names you can see in the tables below. Be careful to not query for columns that do not exist. Also, pay attention to which column is in which table.\\nPay attention to use CURRENT_DATE function to get the current date, if the question involves \\\"today\\\".\\n\\nUse the following format:\\n\\nQuestion: Question here\\nSQLQuery: SQL Query to run\\nSQLResult: Result of the SQLQuery\\nAnswer: Final answer here\\n\\nOnly use the following tables:\\n\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\\n\\nQuestion: \\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the name of customers?\\n\\nSQLQuery:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain > 3:llm:Clarifai] [14.31s] Exiting LLM run with output:\n",
      "\u001b[0m{\n",
      "  \"generations\": [\n",
      "    [\n",
      "      {\n",
      "        \"text\": \"SQLQuery: SELECT \\\"first_name\\\", \\\"last_name\\\" FROM customer LIMIT 5;\",\n",
      "        \"generation_info\": null,\n",
      "        \"type\": \"Generation\"\n",
      "      }\n",
      "    ]\n",
      "  ],\n",
      "  \"llm_output\": null,\n",
      "  \"run\": null\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain] [14.32s] Exiting Chain run with output:\n",
      "\u001b[0m{\n",
      "  \"text\": \"SQLQuery: SELECT \\\"first_name\\\", \\\"last_name\\\" FROM customer LIMIT 5;\"\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[chain/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain] Entering Chain run with input:\n",
      "\u001b[0m{\n",
      "  \"input\": \"\\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the name of customers?\\n\\nSQLQuery:SELECT \\\"first_name\\\", \\\"last_name\\\" FROM customer LIMIT 5;\\nSQLResult: [('Jared', 'Ely'), ('Mary', 'Smith'), ('Patricia', 'Johnson'), ('Linda', 'Williams'), ('Barbara', 'Jones')]\\nAnswer:\",\n",
      "  \"top_k\": \"5\",\n",
      "  \"dialect\": \"postgresql\",\n",
      "  \"table_info\": \"\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\",\n",
      "  \"stop\": [\n",
      "    \"\\nSQLResult:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[llm/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain > 5:llm:Clarifai] Entering LLM run with input:\n",
      "\u001b[0m{\n",
      "  \"prompts\": [\n",
      "    \"You are a PostgreSQL expert. Given an input question, first create a syntactically correct PostgreSQL query to run, then look at the results of the query and return the answer to the input question.\\nUnless the user specifies in the question a specific number of examples to obtain, query for at most 5 results using the LIMIT clause as per PostgreSQL. You can order the results to return the most informative data in the database.\\nNever query for all columns from a table. You must query only the columns that are needed to answer the question. Wrap each column name in double quotes (\\\") to denote them as delimited identifiers.\\nPay attention to use only the column names you can see in the tables below. Be careful to not query for columns that do not exist. Also, pay attention to which column is in which table.\\nPay attention to use CURRENT_DATE function to get the current date, if the question involves \\\"today\\\".\\n\\nUse the following format:\\n\\nQuestion: Question here\\nSQLQuery: SQL Query to run\\nSQLResult: Result of the SQLQuery\\nAnswer: Final answer here\\n\\nOnly use the following tables:\\n\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\\n\\nQuestion: \\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the name of customers?\\n\\nSQLQuery:SELECT \\\"first_name\\\", \\\"last_name\\\" FROM customer LIMIT 5;\\nSQLResult: [('Jared', 'Ely'), ('Mary', 'Smith'), ('Patricia', 'Johnson'), ('Linda', 'Williams'), ('Barbara', 'Jones')]\\nAnswer:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain > 5:llm:Clarifai] [4.52s] Exiting LLM run with output:\n",
      "\u001b[0m{\n",
      "  \"generations\": [\n",
      "    [\n",
      "      {\n",
      "        \"text\": \"The names of the customers are Jared Ely, Mary Smith, Patricia Johnson, Linda Williams, and Barbara Jones.\",\n",
      "        \"generation_info\": null,\n",
      "        \"type\": \"Generation\"\n",
      "      }\n",
      "    ]\n",
      "  ],\n",
      "  \"llm_output\": null,\n",
      "  \"run\": null\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain] [4.52s] Exiting Chain run with output:\n",
      "\u001b[0m{\n",
      "  \"text\": \"The names of the customers are Jared Ely, Mary Smith, Patricia Johnson, Linda Williams, and Barbara Jones.\"\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain] [18.95s] Exiting Chain run with output:\n",
      "\u001b[0m{\n",
      "  \"result\": \"The names of the customers are Jared Ely, Mary Smith, Patricia Johnson, Linda Williams, and Barbara Jones.\"\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "question = \"give me the name of customers?\" \n",
    "result=db_chain.run(PROMPT.format(question=question))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 137,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[32;1m\u001b[1;3m[chain/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain] Entering Chain run with input:\n",
      "\u001b[0m{\n",
      "  \"query\": \"\\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the first name  and emails of customers?\\n\"\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[chain/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain] Entering Chain run with input:\n",
      "\u001b[0m{\n",
      "  \"input\": \"\\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the first name  and emails of customers?\\n\\nSQLQuery:\",\n",
      "  \"top_k\": \"5\",\n",
      "  \"dialect\": \"postgresql\",\n",
      "  \"table_info\": \"\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\",\n",
      "  \"stop\": [\n",
      "    \"\\nSQLResult:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[llm/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain > 3:llm:Clarifai] Entering LLM run with input:\n",
      "\u001b[0m{\n",
      "  \"prompts\": [\n",
      "    \"You are a PostgreSQL expert. Given an input question, first create a syntactically correct PostgreSQL query to run, then look at the results of the query and return the answer to the input question.\\nUnless the user specifies in the question a specific number of examples to obtain, query for at most 5 results using the LIMIT clause as per PostgreSQL. You can order the results to return the most informative data in the database.\\nNever query for all columns from a table. You must query only the columns that are needed to answer the question. Wrap each column name in double quotes (\\\") to denote them as delimited identifiers.\\nPay attention to use only the column names you can see in the tables below. Be careful to not query for columns that do not exist. Also, pay attention to which column is in which table.\\nPay attention to use CURRENT_DATE function to get the current date, if the question involves \\\"today\\\".\\n\\nUse the following format:\\n\\nQuestion: Question here\\nSQLQuery: SQL Query to run\\nSQLResult: Result of the SQLQuery\\nAnswer: Final answer here\\n\\nOnly use the following tables:\\n\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\\n\\nQuestion: \\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the first name  and emails of customers?\\n\\nSQLQuery:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain > 3:llm:Clarifai] [6.81s] Exiting LLM run with output:\n",
      "\u001b[0m{\n",
      "  \"generations\": [\n",
      "    [\n",
      "      {\n",
      "        \"text\": \"SELECT \\\"first_name\\\", \\\"email\\\" FROM customer LIMIT 5;\\n\",\n",
      "        \"generation_info\": null,\n",
      "        \"type\": \"Generation\"\n",
      "      }\n",
      "    ]\n",
      "  ],\n",
      "  \"llm_output\": null,\n",
      "  \"run\": null\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain] [6.81s] Exiting Chain run with output:\n",
      "\u001b[0m{\n",
      "  \"text\": \"SELECT \\\"first_name\\\", \\\"email\\\" FROM customer LIMIT 5;\\n\"\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[chain/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain] Entering Chain run with input:\n",
      "\u001b[0m{\n",
      "  \"input\": \"\\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the first name  and emails of customers?\\n\\nSQLQuery:SELECT \\\"first_name\\\", \\\"email\\\" FROM customer LIMIT 5;\\nSQLResult: [('Jared', 'jared.ely@sakilacustomer.org'), ('Mary', 'mary.smith@sakilacustomer.org'), ('Patricia', 'patricia.johnson@sakilacustomer.org'), ('Linda', 'linda.williams@sakilacustomer.org'), ('Barbara', 'barbara.jones@sakilacustomer.org')]\\nAnswer:\",\n",
      "  \"top_k\": \"5\",\n",
      "  \"dialect\": \"postgresql\",\n",
      "  \"table_info\": \"\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\",\n",
      "  \"stop\": [\n",
      "    \"\\nSQLResult:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[llm/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain > 5:llm:Clarifai] Entering LLM run with input:\n",
      "\u001b[0m{\n",
      "  \"prompts\": [\n",
      "    \"You are a PostgreSQL expert. Given an input question, first create a syntactically correct PostgreSQL query to run, then look at the results of the query and return the answer to the input question.\\nUnless the user specifies in the question a specific number of examples to obtain, query for at most 5 results using the LIMIT clause as per PostgreSQL. You can order the results to return the most informative data in the database.\\nNever query for all columns from a table. You must query only the columns that are needed to answer the question. Wrap each column name in double quotes (\\\") to denote them as delimited identifiers.\\nPay attention to use only the column names you can see in the tables below. Be careful to not query for columns that do not exist. Also, pay attention to which column is in which table.\\nPay attention to use CURRENT_DATE function to get the current date, if the question involves \\\"today\\\".\\n\\nUse the following format:\\n\\nQuestion: Question here\\nSQLQuery: SQL Query to run\\nSQLResult: Result of the SQLQuery\\nAnswer: Final answer here\\n\\nOnly use the following tables:\\n\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\\n\\nQuestion: \\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the first name  and emails of customers?\\n\\nSQLQuery:SELECT \\\"first_name\\\", \\\"email\\\" FROM customer LIMIT 5;\\nSQLResult: [('Jared', 'jared.ely@sakilacustomer.org'), ('Mary', 'mary.smith@sakilacustomer.org'), ('Patricia', 'patricia.johnson@sakilacustomer.org'), ('Linda', 'linda.williams@sakilacustomer.org'), ('Barbara', 'barbara.jones@sakilacustomer.org')]\\nAnswer:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain > 5:llm:Clarifai] [7.91s] Exiting LLM run with output:\n",
      "\u001b[0m{\n",
      "  \"generations\": [\n",
      "    [\n",
      "      {\n",
      "        \"text\": \"The first names and emails of customers are as follows:\\n\\n1. Jared - jared.ely@sakilacustomer.org\\n2. Mary - mary.smith@sakilacustomer.org\\n3. Patricia - patricia.johnson@sakilacustomer.org\\n4. Linda - linda.williams@sakilacustomer.org\\n5. Barbara - barbara.jones@sakilacustomer.org\",\n",
      "        \"generation_info\": null,\n",
      "        \"type\": \"Generation\"\n",
      "      }\n",
      "    ]\n",
      "  ],\n",
      "  \"llm_output\": null,\n",
      "  \"run\": null\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain] [7.92s] Exiting Chain run with output:\n",
      "\u001b[0m{\n",
      "  \"text\": \"The first names and emails of customers are as follows:\\n\\n1. Jared - jared.ely@sakilacustomer.org\\n2. Mary - mary.smith@sakilacustomer.org\\n3. Patricia - patricia.johnson@sakilacustomer.org\\n4. Linda - linda.williams@sakilacustomer.org\\n5. Barbara - barbara.jones@sakilacustomer.org\"\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain] [14.75s] Exiting Chain run with output:\n",
      "\u001b[0m{\n",
      "  \"result\": \"The first names and emails of customers are as follows:\\n\\n1. Jared - jared.ely@sakilacustomer.org\\n2. Mary - mary.smith@sakilacustomer.org\\n3. Patricia - patricia.johnson@sakilacustomer.org\\n4. Linda - linda.williams@sakilacustomer.org\\n5. Barbara - barbara.jones@sakilacustomer.org\"\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "question = \"give me the first name  and emails of customers?\" \n",
    "# use db_chain.run(question) instead if you don't have a prompt\n",
    "result=db_chain.run(PROMPT.format(question=question))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 138,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[32;1m\u001b[1;3m[chain/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain] Entering Chain run with input:\n",
      "\u001b[0m{\n",
      "  \"query\": \"\\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the details of Linda Williams?\\n\"\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[chain/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain] Entering Chain run with input:\n",
      "\u001b[0m{\n",
      "  \"input\": \"\\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the details of Linda Williams?\\n\\nSQLQuery:\",\n",
      "  \"top_k\": \"5\",\n",
      "  \"dialect\": \"postgresql\",\n",
      "  \"table_info\": \"\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\",\n",
      "  \"stop\": [\n",
      "    \"\\nSQLResult:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[llm/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain > 3:llm:Clarifai] Entering LLM run with input:\n",
      "\u001b[0m{\n",
      "  \"prompts\": [\n",
      "    \"You are a PostgreSQL expert. Given an input question, first create a syntactically correct PostgreSQL query to run, then look at the results of the query and return the answer to the input question.\\nUnless the user specifies in the question a specific number of examples to obtain, query for at most 5 results using the LIMIT clause as per PostgreSQL. You can order the results to return the most informative data in the database.\\nNever query for all columns from a table. You must query only the columns that are needed to answer the question. Wrap each column name in double quotes (\\\") to denote them as delimited identifiers.\\nPay attention to use only the column names you can see in the tables below. Be careful to not query for columns that do not exist. Also, pay attention to which column is in which table.\\nPay attention to use CURRENT_DATE function to get the current date, if the question involves \\\"today\\\".\\n\\nUse the following format:\\n\\nQuestion: Question here\\nSQLQuery: SQL Query to run\\nSQLResult: Result of the SQLQuery\\nAnswer: Final answer here\\n\\nOnly use the following tables:\\n\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\\n\\nQuestion: \\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the details of Linda Williams?\\n\\nSQLQuery:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain > 3:llm:Clarifai] [7.47s] Exiting LLM run with output:\n",
      "\u001b[0m{\n",
      "  \"generations\": [\n",
      "    [\n",
      "      {\n",
      "        \"text\": \"SQLQuery: SELECT \\\"customer_id\\\", \\\"store_id\\\", \\\"first_name\\\", \\\"last_name\\\", \\\"email\\\", \\\"address_id\\\", \\\"activebool\\\", \\\"create_date\\\", \\\"last_update\\\", \\\"active\\\" FROM \\\"customer\\\" WHERE \\\"first_name\\\" = 'Linda' AND \\\"last_name\\\" = 'Williams' LIMIT 5;\\n\",\n",
      "        \"generation_info\": null,\n",
      "        \"type\": \"Generation\"\n",
      "      }\n",
      "    ]\n",
      "  ],\n",
      "  \"llm_output\": null,\n",
      "  \"run\": null\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain] [7.47s] Exiting Chain run with output:\n",
      "\u001b[0m{\n",
      "  \"text\": \"SQLQuery: SELECT \\\"customer_id\\\", \\\"store_id\\\", \\\"first_name\\\", \\\"last_name\\\", \\\"email\\\", \\\"address_id\\\", \\\"activebool\\\", \\\"create_date\\\", \\\"last_update\\\", \\\"active\\\" FROM \\\"customer\\\" WHERE \\\"first_name\\\" = 'Linda' AND \\\"last_name\\\" = 'Williams' LIMIT 5;\\n\"\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[chain/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain] Entering Chain run with input:\n",
      "\u001b[0m{\n",
      "  \"input\": \"\\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the details of Linda Williams?\\n\\nSQLQuery:SELECT \\\"customer_id\\\", \\\"store_id\\\", \\\"first_name\\\", \\\"last_name\\\", \\\"email\\\", \\\"address_id\\\", \\\"activebool\\\", \\\"create_date\\\", \\\"last_update\\\", \\\"active\\\" FROM \\\"customer\\\" WHERE \\\"first_name\\\" = 'Linda' AND \\\"last_name\\\" = 'Williams' LIMIT 5;\\nSQLResult: [(3, 1, 'Linda', 'Williams', 'linda.williams@sakilacustomer.org', 7, True, datetime.date(2006, 2, 14), datetime.datetime(2013, 5, 26, 14, 49, 45, 738000), 1)]\\nAnswer:\",\n",
      "  \"top_k\": \"5\",\n",
      "  \"dialect\": \"postgresql\",\n",
      "  \"table_info\": \"\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\",\n",
      "  \"stop\": [\n",
      "    \"\\nSQLResult:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[llm/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain > 5:llm:Clarifai] Entering LLM run with input:\n",
      "\u001b[0m{\n",
      "  \"prompts\": [\n",
      "    \"You are a PostgreSQL expert. Given an input question, first create a syntactically correct PostgreSQL query to run, then look at the results of the query and return the answer to the input question.\\nUnless the user specifies in the question a specific number of examples to obtain, query for at most 5 results using the LIMIT clause as per PostgreSQL. You can order the results to return the most informative data in the database.\\nNever query for all columns from a table. You must query only the columns that are needed to answer the question. Wrap each column name in double quotes (\\\") to denote them as delimited identifiers.\\nPay attention to use only the column names you can see in the tables below. Be careful to not query for columns that do not exist. Also, pay attention to which column is in which table.\\nPay attention to use CURRENT_DATE function to get the current date, if the question involves \\\"today\\\".\\n\\nUse the following format:\\n\\nQuestion: Question here\\nSQLQuery: SQL Query to run\\nSQLResult: Result of the SQLQuery\\nAnswer: Final answer here\\n\\nOnly use the following tables:\\n\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\\n\\nQuestion: \\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the details of Linda Williams?\\n\\nSQLQuery:SELECT \\\"customer_id\\\", \\\"store_id\\\", \\\"first_name\\\", \\\"last_name\\\", \\\"email\\\", \\\"address_id\\\", \\\"activebool\\\", \\\"create_date\\\", \\\"last_update\\\", \\\"active\\\" FROM \\\"customer\\\" WHERE \\\"first_name\\\" = 'Linda' AND \\\"last_name\\\" = 'Williams' LIMIT 5;\\nSQLResult: [(3, 1, 'Linda', 'Williams', 'linda.williams@sakilacustomer.org', 7, True, datetime.date(2006, 2, 14), datetime.datetime(2013, 5, 26, 14, 49, 45, 738000), 1)]\\nAnswer:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain > 5:llm:Clarifai] [4.86s] Exiting LLM run with output:\n",
      "\u001b[0m{\n",
      "  \"generations\": [\n",
      "    [\n",
      "      {\n",
      "        \"text\": \"Customer ID: 3, Store ID: 1, First Name: Linda, Last Name: Williams, Email: linda.williams@sakilacustomer.org, Address ID: 7, Active: True, Create Date: 2006-02-14, Last Update: 2013-05-26 14:49:45.738, Active Status: 1\",\n",
      "        \"generation_info\": null,\n",
      "        \"type\": \"Generation\"\n",
      "      }\n",
      "    ]\n",
      "  ],\n",
      "  \"llm_output\": null,\n",
      "  \"run\": null\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain] [4.86s] Exiting Chain run with output:\n",
      "\u001b[0m{\n",
      "  \"text\": \"Customer ID: 3, Store ID: 1, First Name: Linda, Last Name: Williams, Email: linda.williams@sakilacustomer.org, Address ID: 7, Active: True, Create Date: 2006-02-14, Last Update: 2013-05-26 14:49:45.738, Active Status: 1\"\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain] [12.37s] Exiting Chain run with output:\n",
      "\u001b[0m{\n",
      "  \"result\": \"Customer ID: 3, Store ID: 1, First Name: Linda, Last Name: Williams, Email: linda.williams@sakilacustomer.org, Address ID: 7, Active: True, Create Date: 2006-02-14, Last Update: 2013-05-26 14:49:45.738, Active Status: 1\"\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "question = \"give me the details of Linda Williams?\" \n",
    "# use db_chain.run(question) instead if you don't have a prompt\n",
    "res=db_chain.run(PROMPT.format(question=question))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The following question makes the LLM use multiple tables for running queries,"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 139,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[32;1m\u001b[1;3m[chain/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain] Entering Chain run with input:\n",
      "\u001b[0m{\n",
      "  \"query\": \"\\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the name and payment made by top 5 customers?\\n\"\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[chain/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain] Entering Chain run with input:\n",
      "\u001b[0m{\n",
      "  \"input\": \"\\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the name and payment made by top 5 customers?\\n\\nSQLQuery:\",\n",
      "  \"top_k\": \"5\",\n",
      "  \"dialect\": \"postgresql\",\n",
      "  \"table_info\": \"\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\",\n",
      "  \"stop\": [\n",
      "    \"\\nSQLResult:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[llm/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain > 3:llm:Clarifai] Entering LLM run with input:\n",
      "\u001b[0m{\n",
      "  \"prompts\": [\n",
      "    \"You are a PostgreSQL expert. Given an input question, first create a syntactically correct PostgreSQL query to run, then look at the results of the query and return the answer to the input question.\\nUnless the user specifies in the question a specific number of examples to obtain, query for at most 5 results using the LIMIT clause as per PostgreSQL. You can order the results to return the most informative data in the database.\\nNever query for all columns from a table. You must query only the columns that are needed to answer the question. Wrap each column name in double quotes (\\\") to denote them as delimited identifiers.\\nPay attention to use only the column names you can see in the tables below. Be careful to not query for columns that do not exist. Also, pay attention to which column is in which table.\\nPay attention to use CURRENT_DATE function to get the current date, if the question involves \\\"today\\\".\\n\\nUse the following format:\\n\\nQuestion: Question here\\nSQLQuery: SQL Query to run\\nSQLResult: Result of the SQLQuery\\nAnswer: Final answer here\\n\\nOnly use the following tables:\\n\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\\n\\nQuestion: \\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the name and payment made by top 5 customers?\\n\\nSQLQuery:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain > 3:llm:Clarifai] [7.19s] Exiting LLM run with output:\n",
      "\u001b[0m{\n",
      "  \"generations\": [\n",
      "    [\n",
      "      {\n",
      "        \"text\": \"SQLQuery: \\nSELECT c.first_name, c.last_name, SUM(p.amount) AS total_payment\\nFROM customer c\\nJOIN payment p ON c.customer_id = p.customer_id\\nGROUP BY c.customer_id\\nORDER BY total_payment DESC\\nLIMIT 5;\\n\",\n",
      "        \"generation_info\": null,\n",
      "        \"type\": \"Generation\"\n",
      "      }\n",
      "    ]\n",
      "  ],\n",
      "  \"llm_output\": null,\n",
      "  \"run\": null\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 2:chain:LLMChain] [7.19s] Exiting Chain run with output:\n",
      "\u001b[0m{\n",
      "  \"text\": \"SQLQuery: \\nSELECT c.first_name, c.last_name, SUM(p.amount) AS total_payment\\nFROM customer c\\nJOIN payment p ON c.customer_id = p.customer_id\\nGROUP BY c.customer_id\\nORDER BY total_payment DESC\\nLIMIT 5;\\n\"\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[chain/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain] Entering Chain run with input:\n",
      "\u001b[0m{\n",
      "  \"input\": \"\\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the name and payment made by top 5 customers?\\n\\nSQLQuery:SELECT c.first_name, c.last_name, SUM(p.amount) AS total_payment\\nFROM customer c\\nJOIN payment p ON c.customer_id = p.customer_id\\nGROUP BY c.customer_id\\nORDER BY total_payment DESC\\nLIMIT 5;\\nSQLResult: [('Eleanor', 'Hunt', Decimal('211.55')), ('Karl', 'Seal', Decimal('208.58')), ('Marion', 'Snyder', Decimal('194.61')), ('Rhonda', 'Kennedy', Decimal('191.62')), ('Clara', 'Shaw', Decimal('189.60'))]\\nAnswer:\",\n",
      "  \"top_k\": \"5\",\n",
      "  \"dialect\": \"postgresql\",\n",
      "  \"table_info\": \"\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\",\n",
      "  \"stop\": [\n",
      "    \"\\nSQLResult:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[32;1m\u001b[1;3m[llm/start]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain > 5:llm:Clarifai] Entering LLM run with input:\n",
      "\u001b[0m{\n",
      "  \"prompts\": [\n",
      "    \"You are a PostgreSQL expert. Given an input question, first create a syntactically correct PostgreSQL query to run, then look at the results of the query and return the answer to the input question.\\nUnless the user specifies in the question a specific number of examples to obtain, query for at most 5 results using the LIMIT clause as per PostgreSQL. You can order the results to return the most informative data in the database.\\nNever query for all columns from a table. You must query only the columns that are needed to answer the question. Wrap each column name in double quotes (\\\") to denote them as delimited identifiers.\\nPay attention to use only the column names you can see in the tables below. Be careful to not query for columns that do not exist. Also, pay attention to which column is in which table.\\nPay attention to use CURRENT_DATE function to get the current date, if the question involves \\\"today\\\".\\n\\nUse the following format:\\n\\nQuestion: Question here\\nSQLQuery: SQL Query to run\\nSQLResult: Result of the SQLQuery\\nAnswer: Final answer here\\n\\nOnly use the following tables:\\n\\nCREATE TABLE actor (\\n\\tactor_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT actor_pkey PRIMARY KEY (actor_id)\\n)\\n\\n/*\\n3 rows from actor table:\\nactor_id\\tfirst_name\\tlast_name\\tlast_update\\n1\\tPenelope\\tGuiness\\t2013-05-26 14:47:57.620000\\n2\\tNick\\tWahlberg\\t2013-05-26 14:47:57.620000\\n3\\tEd\\tChase\\t2013-05-26 14:47:57.620000\\n*/\\n\\n\\nCREATE TABLE address (\\n\\taddress_id SERIAL NOT NULL, \\n\\taddress VARCHAR(50) NOT NULL, \\n\\taddress2 VARCHAR(50), \\n\\tdistrict VARCHAR(20) NOT NULL, \\n\\tcity_id SMALLINT NOT NULL, \\n\\tpostal_code VARCHAR(10), \\n\\tphone VARCHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT address_pkey PRIMARY KEY (address_id), \\n\\tCONSTRAINT fk_address_city FOREIGN KEY(city_id) REFERENCES city (city_id)\\n)\\n\\n/*\\n3 rows from address table:\\naddress_id\\taddress\\taddress2\\tdistrict\\tcity_id\\tpostal_code\\tphone\\tlast_update\\n1\\t47 MySakila Drive\\tNone\\tAlberta\\t300\\t\\t\\t2006-02-15 09:45:30\\n2\\t28 MySQL Boulevard\\tNone\\tQLD\\t576\\t\\t\\t2006-02-15 09:45:30\\n3\\t23 Workhaven Lane\\tNone\\tAlberta\\t300\\t\\t14033335568\\t2006-02-15 09:45:30\\n*/\\n\\n\\nCREATE TABLE category (\\n\\tcategory_id SERIAL NOT NULL, \\n\\tname VARCHAR(25) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT category_pkey PRIMARY KEY (category_id)\\n)\\n\\n/*\\n3 rows from category table:\\ncategory_id\\tname\\tlast_update\\n1\\tAction\\t2006-02-15 09:46:27\\n2\\tAnimation\\t2006-02-15 09:46:27\\n3\\tChildren\\t2006-02-15 09:46:27\\n*/\\n\\n\\nCREATE TABLE city (\\n\\tcity_id SERIAL NOT NULL, \\n\\tcity VARCHAR(50) NOT NULL, \\n\\tcountry_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT city_pkey PRIMARY KEY (city_id), \\n\\tCONSTRAINT fk_city FOREIGN KEY(country_id) REFERENCES country (country_id)\\n)\\n\\n/*\\n3 rows from city table:\\ncity_id\\tcity\\tcountry_id\\tlast_update\\n1\\tA Corua (La Corua)\\t87\\t2006-02-15 09:45:25\\n2\\tAbha\\t82\\t2006-02-15 09:45:25\\n3\\tAbu Dhabi\\t101\\t2006-02-15 09:45:25\\n*/\\n\\n\\nCREATE TABLE country (\\n\\tcountry_id SERIAL NOT NULL, \\n\\tcountry VARCHAR(50) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT country_pkey PRIMARY KEY (country_id)\\n)\\n\\n/*\\n3 rows from country table:\\ncountry_id\\tcountry\\tlast_update\\n1\\tAfghanistan\\t2006-02-15 09:44:00\\n2\\tAlgeria\\t2006-02-15 09:44:00\\n3\\tAmerican Samoa\\t2006-02-15 09:44:00\\n*/\\n\\n\\nCREATE TABLE customer (\\n\\tcustomer_id SERIAL NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\temail VARCHAR(50), \\n\\taddress_id SMALLINT NOT NULL, \\n\\tactivebool BOOLEAN DEFAULT true NOT NULL, \\n\\tcreate_date DATE DEFAULT ('now'::text)::date NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now(), \\n\\tactive INTEGER, \\n\\tCONSTRAINT customer_pkey PRIMARY KEY (customer_id), \\n\\tCONSTRAINT customer_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from customer table:\\ncustomer_id\\tstore_id\\tfirst_name\\tlast_name\\temail\\taddress_id\\tactivebool\\tcreate_date\\tlast_update\\tactive\\n524\\t1\\tJared\\tEly\\tjared.ely@sakilacustomer.org\\t530\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n1\\t1\\tMary\\tSmith\\tmary.smith@sakilacustomer.org\\t5\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n2\\t1\\tPatricia\\tJohnson\\tpatricia.johnson@sakilacustomer.org\\t6\\tTrue\\t2006-02-14\\t2013-05-26 14:49:45.738000\\t1\\n*/\\n\\n\\nCREATE TABLE film (\\n\\tfilm_id SERIAL NOT NULL, \\n\\ttitle VARCHAR(255) NOT NULL, \\n\\tdescription TEXT, \\n\\trelease_year INTEGER, \\n\\tlanguage_id SMALLINT NOT NULL, \\n\\trental_duration SMALLINT DEFAULT 3 NOT NULL, \\n\\trental_rate NUMERIC(4, 2) DEFAULT 4.99 NOT NULL, \\n\\tlength SMALLINT, \\n\\treplacement_cost NUMERIC(5, 2) DEFAULT 19.99 NOT NULL, \\n\\trating mpaa_rating DEFAULT 'G'::mpaa_rating, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tspecial_features TEXT[], \\n\\tfulltext TSVECTOR NOT NULL, \\n\\tCONSTRAINT film_pkey PRIMARY KEY (film_id), \\n\\tCONSTRAINT film_language_id_fkey FOREIGN KEY(language_id) REFERENCES language (language_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film table:\\nfilm_id\\ttitle\\tdescription\\trelease_year\\tlanguage_id\\trental_duration\\trental_rate\\tlength\\treplacement_cost\\trating\\tlast_update\\tspecial_features\\tfulltext\\n133\\tChamber Italian\\tA Fateful Reflection of a Moose And a Husband who must Overcome a Monkey in Nigeria\\t2006\\t1\\t7\\t4.99\\t117\\t14.99\\tNC-17\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'chamber':1 'fate':4 'husband':11 'italian':2 'monkey':16 'moos':8 'must':13 'nigeria':18 'overcom':\\n384\\tGrosse Wonderful\\tA Epic Drama of a Cat And a Explorer who must Redeem a Moose in Australia\\t2006\\t1\\t5\\t4.99\\t49\\t19.99\\tR\\t2013-05-26 14:50:58.951000\\t['Behind the Scenes']\\t'australia':18 'cat':8 'drama':5 'epic':4 'explor':11 'gross':1 'moos':16 'must':13 'redeem':14 'won\\n8\\tAirport Pollock\\tA Epic Tale of a Moose And a Girl who must Confront a Monkey in Ancient India\\t2006\\t1\\t6\\t4.99\\t54\\t15.99\\tR\\t2013-05-26 14:50:58.951000\\t['Trailers']\\t'airport':1 'ancient':18 'confront':14 'epic':4 'girl':11 'india':19 'monkey':16 'moos':8 'must':13 \\n*/\\n\\n\\nCREATE TABLE film_actor (\\n\\tactor_id SMALLINT NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_actor_pkey PRIMARY KEY (actor_id, film_id), \\n\\tCONSTRAINT film_actor_actor_id_fkey FOREIGN KEY(actor_id) REFERENCES actor (actor_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_actor_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_actor table:\\nactor_id\\tfilm_id\\tlast_update\\n1\\t1\\t2006-02-15 10:05:03\\n1\\t23\\t2006-02-15 10:05:03\\n1\\t25\\t2006-02-15 10:05:03\\n*/\\n\\n\\nCREATE TABLE film_category (\\n\\tfilm_id SMALLINT NOT NULL, \\n\\tcategory_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT film_category_pkey PRIMARY KEY (film_id, category_id), \\n\\tCONSTRAINT film_category_category_id_fkey FOREIGN KEY(category_id) REFERENCES category (category_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT film_category_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from film_category table:\\nfilm_id\\tcategory_id\\tlast_update\\n1\\t6\\t2006-02-15 10:07:09\\n2\\t11\\t2006-02-15 10:07:09\\n3\\t6\\t2006-02-15 10:07:09\\n*/\\n\\n\\nCREATE TABLE inventory (\\n\\tinventory_id SERIAL NOT NULL, \\n\\tfilm_id SMALLINT NOT NULL, \\n\\tstore_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT inventory_pkey PRIMARY KEY (inventory_id), \\n\\tCONSTRAINT inventory_film_id_fkey FOREIGN KEY(film_id) REFERENCES film (film_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from inventory table:\\ninventory_id\\tfilm_id\\tstore_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 10:09:17\\n2\\t1\\t1\\t2006-02-15 10:09:17\\n3\\t1\\t1\\t2006-02-15 10:09:17\\n*/\\n\\n\\nCREATE TABLE language (\\n\\tlanguage_id SERIAL NOT NULL, \\n\\tname CHAR(20) NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT language_pkey PRIMARY KEY (language_id)\\n)\\n\\n/*\\n3 rows from language table:\\nlanguage_id\\tname\\tlast_update\\n1\\tEnglish             \\t2006-02-15 10:02:19\\n2\\tItalian             \\t2006-02-15 10:02:19\\n3\\tJapanese            \\t2006-02-15 10:02:19\\n*/\\n\\n\\nCREATE TABLE payment (\\n\\tpayment_id SERIAL NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\trental_id INTEGER NOT NULL, \\n\\tamount NUMERIC(5, 2) NOT NULL, \\n\\tpayment_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tCONSTRAINT payment_pkey PRIMARY KEY (payment_id), \\n\\tCONSTRAINT payment_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_rental_id_fkey FOREIGN KEY(rental_id) REFERENCES rental (rental_id) ON DELETE SET NULL ON UPDATE CASCADE, \\n\\tCONSTRAINT payment_staff_id_fkey FOREIGN KEY(staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from payment table:\\npayment_id\\tcustomer_id\\tstaff_id\\trental_id\\tamount\\tpayment_date\\n17503\\t341\\t2\\t1520\\t7.99\\t2007-02-15 22:25:46.996577\\n17504\\t341\\t1\\t1778\\t1.99\\t2007-02-16 17:23:14.996577\\n17505\\t341\\t1\\t1849\\t7.99\\t2007-02-16 22:41:45.996577\\n*/\\n\\n\\nCREATE TABLE rental (\\n\\trental_id SERIAL NOT NULL, \\n\\trental_date TIMESTAMP WITHOUT TIME ZONE NOT NULL, \\n\\tinventory_id INTEGER NOT NULL, \\n\\tcustomer_id SMALLINT NOT NULL, \\n\\treturn_date TIMESTAMP WITHOUT TIME ZONE, \\n\\tstaff_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT rental_pkey PRIMARY KEY (rental_id), \\n\\tCONSTRAINT rental_customer_id_fkey FOREIGN KEY(customer_id) REFERENCES customer (customer_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_inventory_id_fkey FOREIGN KEY(inventory_id) REFERENCES inventory (inventory_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT rental_staff_id_key FOREIGN KEY(staff_id) REFERENCES staff (staff_id)\\n)\\n\\n/*\\n3 rows from rental table:\\nrental_id\\trental_date\\tinventory_id\\tcustomer_id\\treturn_date\\tstaff_id\\tlast_update\\n2\\t2005-05-24 22:54:33\\t1525\\t459\\t2005-05-28 19:40:33\\t1\\t2006-02-16 02:30:53\\n3\\t2005-05-24 23:03:39\\t1711\\t408\\t2005-06-01 22:12:39\\t1\\t2006-02-16 02:30:53\\n4\\t2005-05-24 23:04:41\\t2452\\t333\\t2005-06-03 01:43:41\\t2\\t2006-02-16 02:30:53\\n*/\\n\\n\\nCREATE TABLE staff (\\n\\tstaff_id SERIAL NOT NULL, \\n\\tfirst_name VARCHAR(45) NOT NULL, \\n\\tlast_name VARCHAR(45) NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\temail VARCHAR(50), \\n\\tstore_id SMALLINT NOT NULL, \\n\\tactive BOOLEAN DEFAULT true NOT NULL, \\n\\tusername VARCHAR(16) NOT NULL, \\n\\tpassword VARCHAR(40), \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tpicture BYTEA, \\n\\tCONSTRAINT staff_pkey PRIMARY KEY (staff_id), \\n\\tCONSTRAINT staff_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from staff table:\\nstaff_id\\tfirst_name\\tlast_name\\taddress_id\\temail\\tstore_id\\tactive\\tusername\\tpassword\\tlast_update\\tpicture\\n1\\tMike\\tHillyer\\t3\\tMike.Hillyer@sakilastaff.com\\t1\\tTrue\\tMike\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tb'\\\\x89PNG\\\\r\\\\nZ\\\\n'\\n2\\tJon\\tStephens\\t4\\tJon.Stephens@sakilastaff.com\\t2\\tTrue\\tJon\\t8cb2237d0679ca88db6464eac60da96345513964\\t2006-05-16 16:13:11.793280\\tNone\\n*/\\n\\n\\nCREATE TABLE store (\\n\\tstore_id SERIAL NOT NULL, \\n\\tmanager_staff_id SMALLINT NOT NULL, \\n\\taddress_id SMALLINT NOT NULL, \\n\\tlast_update TIMESTAMP WITHOUT TIME ZONE DEFAULT now() NOT NULL, \\n\\tCONSTRAINT store_pkey PRIMARY KEY (store_id), \\n\\tCONSTRAINT store_address_id_fkey FOREIGN KEY(address_id) REFERENCES address (address_id) ON DELETE RESTRICT ON UPDATE CASCADE, \\n\\tCONSTRAINT store_manager_staff_id_fkey FOREIGN KEY(manager_staff_id) REFERENCES staff (staff_id) ON DELETE RESTRICT ON UPDATE CASCADE\\n)\\n\\n/*\\n3 rows from store table:\\nstore_id\\tmanager_staff_id\\taddress_id\\tlast_update\\n1\\t1\\t1\\t2006-02-15 09:57:12\\n2\\t2\\t2\\t2006-02-15 09:57:12\\n*/\\n\\nQuestion: \\nYou are a PostgreSQL expert tasked with answering questions based on a database. Given an input question, your task is to:\\n\\n1) Create a syntactically correct PostgreSQL query to retrieve the necessary information.\\n2)Execute the query and return the results to answer the input question.\\n3)Ensure that the query selects only the required columns from the relevant tables.\\n5)Utilize only the column names present in the provided tables.\\n6)Avoid querying for columns that do not exist.\\n7) If the question involves \\\"today\\\", use the CURRENT_DATE function to get the current date.\\n8) Order the results to return the most informative data in the database.\\n9) Dont add code blocks for sql query\\n10) Please adhere to the following format while giving outputs:\\n\\nImportant! You should provide the postgres code along with query output from database for the following question, do not add backticks or codeblock while giving sql query as it might lead to error\\n\\nSQL Query code  with final answer from database\\n\\ngive me the name and payment made by top 5 customers?\\n\\nSQLQuery:SELECT c.first_name, c.last_name, SUM(p.amount) AS total_payment\\nFROM customer c\\nJOIN payment p ON c.customer_id = p.customer_id\\nGROUP BY c.customer_id\\nORDER BY total_payment DESC\\nLIMIT 5;\\nSQLResult: [('Eleanor', 'Hunt', Decimal('211.55')), ('Karl', 'Seal', Decimal('208.58')), ('Marion', 'Snyder', Decimal('194.61')), ('Rhonda', 'Kennedy', Decimal('191.62')), ('Clara', 'Shaw', Decimal('189.60'))]\\nAnswer:\"\n",
      "  ]\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain > 5:llm:Clarifai] [6.61s] Exiting LLM run with output:\n",
      "\u001b[0m{\n",
      "  \"generations\": [\n",
      "    [\n",
      "      {\n",
      "        \"text\": \"The top 5 customers by payment made are:\\n\\n1. Eleanor Hunt with a total payment of $211.55\\n2. Karl Seal with a total payment of $208.58\\n3. Marion Snyder with a total payment of $194.61\\n4. Rhonda Kennedy with a total payment of $191.62\\n5. Clara Shaw with a total payment of $189.60\",\n",
      "        \"generation_info\": null,\n",
      "        \"type\": \"Generation\"\n",
      "      }\n",
      "    ]\n",
      "  ],\n",
      "  \"llm_output\": null,\n",
      "  \"run\": null\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain > 4:chain:LLMChain] [6.61s] Exiting Chain run with output:\n",
      "\u001b[0m{\n",
      "  \"text\": \"The top 5 customers by payment made are:\\n\\n1. Eleanor Hunt with a total payment of $211.55\\n2. Karl Seal with a total payment of $208.58\\n3. Marion Snyder with a total payment of $194.61\\n4. Rhonda Kennedy with a total payment of $191.62\\n5. Clara Shaw with a total payment of $189.60\"\n",
      "}\n",
      "\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:SQLDatabaseChain] [13.90s] Exiting Chain run with output:\n",
      "\u001b[0m{\n",
      "  \"result\": \"The top 5 customers by payment made are:\\n\\n1. Eleanor Hunt with a total payment of $211.55\\n2. Karl Seal with a total payment of $208.58\\n3. Marion Snyder with a total payment of $194.61\\n4. Rhonda Kennedy with a total payment of $191.62\\n5. Clara Shaw with a total payment of $189.60\"\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "question = \"give me the name and payment made by top 5 customers?\" \n",
    "# use db_chain.run(question) instead if you don't have a prompt\n",
    "result=db_chain.run(PROMPT.format(question=question))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 141,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The top 5 customers by payment made are: \n",
      "\n",
      " \n",
      "\n",
      "1. Eleanor Hunt with a total payment of $211.55 \n",
      "\n",
      "2. Karl Seal with a total payment of $208.58 \n",
      "\n",
      "3. Marion Snyder with a total payment of $194.61 \n",
      "\n",
      "4. Rhonda Kennedy with a total payment of $191.62 \n",
      "\n",
      "5. Clara Shaw with a total payment of $189.60 \n",
      "\n"
     ]
    }
   ],
   "source": [
    "# displaying the results in readable format\n",
    "answer=result.split('\\n')\n",
    "for i in answer:\n",
    "    print(i,'\\n')"
   ]
  }
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