From 02e30f53e026e93307559493559cd5daf7e72a4b Mon Sep 17 00:00:00 2001
From: s459312 <flezzq@gmail.com>
Date: Thu, 25 May 2023 13:40:17 +0200
Subject: [PATCH] added unfinished policy

---
 DialogManager.ipynb | 79 ++++++++++++++++++++++++++++++++++-----------
 1 file changed, 61 insertions(+), 18 deletions(-)

diff --git a/DialogManager.ipynb b/DialogManager.ipynb
index e20ff14..864972d 100644
--- a/DialogManager.ipynb
+++ b/DialogManager.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 57,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -37,24 +37,25 @@
     "                    self.state['request_state'][domain] = {}\n",
     "                if slot not in self.state['request_state'][domain]:\n",
     "                    self.state['request_state'][domain][slot] = 0\n",
-    "\n",
+    "                    \n",
+    "        self.state['user_action'] = user_act\n",
     "        return self.state"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 58,
    "metadata": {},
    "outputs": [],
    "source": [
     "dst = DST()\n",
-    "user_act = [('inform', 'payment', 'type', 'credit card'), ('inform', 'product', 'name', 'iPhone')]\n",
+    "user_act = [('inform', 'payment', 'type', 'credit card'), ('inform', 'product', 'name', 'iPhone'), ('request', 'product', 'type', 'warzywo')]\n",
     "state = dst.update(user_act)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 59,
    "metadata": {},
    "outputs": [
     {
@@ -62,18 +63,46 @@
      "output_type": "stream",
      "text": [
       "{'payment': {'type': 'credit card', 'amount': '', 'loyalty_card': ''}, 'delivery': {'type': '', 'address': '', 'time': ''}, 'product': {'name': 'iPhone', 'type': '', 'brand': '', 'price': '', 'quantity': '', 'quality': ''}}\n",
-      "{}\n"
+      "{'product': {'type': 0}}\n"
      ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "{'user_act': [],\n",
+       " 'system_act': [],\n",
+       " 'belief_state': {'payment': {'type': 'credit card',\n",
+       "   'amount': '',\n",
+       "   'loyalty_card': ''},\n",
+       "  'delivery': {'type': '', 'address': '', 'time': ''},\n",
+       "  'product': {'name': 'iPhone',\n",
+       "   'type': '',\n",
+       "   'brand': '',\n",
+       "   'price': '',\n",
+       "   'quantity': '',\n",
+       "   'quality': ''}},\n",
+       " 'request_state': {'product': {'type': 0}},\n",
+       " 'terminated': False,\n",
+       " 'history': [],\n",
+       " 'user_action': [('inform', 'payment', 'type', 'credit card'),\n",
+       "  ('inform', 'product', 'name', 'iPhone'),\n",
+       "  ('request', 'product', 'type', 'warzywo')]}"
+      ]
+     },
+     "execution_count": 59,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
     "print(state['belief_state'])\n",
-    "print(state['request_state'])"
+    "print(state['request_state'])\n",
+    "dst.state"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 60,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -82,14 +111,11 @@
     "import json\n",
     "from copy import deepcopy\n",
     "\n",
-    "from convlab.policy.policy import Policy\n",
-    "from convlab.util.multiwoz.dbquery import Database\n",
     "\n",
     "\n",
-    "class SimpleRulePolicy(Policy):\n",
+    "class SimpleRulePolicy():\n",
     "    def __init__(self):\n",
-    "        Policy.__init__(self)\n",
-    "        self.db = Database()\n",
+    "        self.db = json.load(open('product_db.json'))\n",
     "\n",
     "    def predict(self, state):\n",
     "        self.results = []\n",
@@ -103,9 +129,7 @@
     "            self.update_system_action(user_act, user_action, state, system_action)\n",
     "\n",
     "        # Reguła 3\n",
-    "        if any(True for slots in user_action.values() for (slot, _) in slots if slot in ['book stay', 'book day', 'book people']):\n",
-    "            if self.results:\n",
-    "                system_action = {('Booking', 'Book'): [[\"Ref\", self.results[0].get('Ref', 'N/A')]]}\n",
+    "        \n",
     "\n",
     "        system_acts = [[intent, domain, slot, value] for (domain, intent), slots in system_action.items() for slot, value in slots]\n",
     "        state['system_action'] = system_acts\n",
@@ -113,8 +137,6 @@
     "\n",
     "    def update_system_action(self, user_act, user_action, state, system_action):\n",
     "        domain, intent = user_act\n",
-    "        constraints = [(slot, value) for slot, value in state['belief_state'][domain.lower()].items() if value != '']\n",
-    "        self.results = deepcopy(self.db.query(domain.lower(), constraints))\n",
     "\n",
     "        # Reguła 1\n",
     "        if intent == 'request':\n",
@@ -136,6 +158,27 @@
     "                if domain in [\"product\"]:\n",
     "                    system_action[(domain, 'Recommend')].append(['Name', choice['name']])"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 61,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[]"
+      ]
+     },
+     "execution_count": 61,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "policy = SimpleRulePolicy()\n",
+    "policy.predict(dst.state)"
+   ]
   }
  ],
  "metadata": {