SADOv3.ipynb

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    "colab": {
      "name": "SADOv2.ipynb",
      "provenance": []
    },
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      "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49"
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      "name": "python3",
      "display_name": "Python 3.9.5 64-bit"
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    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.9.5"
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      "interpreter": {
        "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49"
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  "cells": [
    {
      "cell_type": "code",
      "metadata": {
        "id": "aa922e5e"
      },
      "source": [
        "# SADO Expert System"
      ],
      "id": "aa922e5e",
      "execution_count": 1,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3015618d"
      },
      "source": [
        "### Facts"
      ],
      "id": "3015618d",
      "execution_count": 2,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "eD7lwCHehx2j",
        "outputId": "0260de0b-7569-4743-9fe4-71134fa916fe"
      },
      "source": [
        "!pip install experta"
      ],
      "id": "eD7lwCHehx2j",
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Collecting experta\n",
            "  Downloading https://files.pythonhosted.org/packages/03/5d/c06fad9dadbec34d95f548bca648ec0de2afd6f8eb2247194150ad38ee8f/experta-1.9.4-py3-none-any.whl\n",
            "Collecting schema==0.6.7\n",
            "  Downloading https://files.pythonhosted.org/packages/5d/42/32c059aa876eb16521a292e634d18f25408b2441862ff823f59af273d720/schema-0.6.7-py2.py3-none-any.whl\n",
            "Collecting frozendict==1.2\n",
            "  Downloading https://files.pythonhosted.org/packages/4e/55/a12ded2c426a4d2bee73f88304c9c08ebbdbadb82569ebdd6a0c007cfd08/frozendict-1.2.tar.gz\n",
            "Building wheels for collected packages: frozendict\n",
            "  Building wheel for frozendict (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for frozendict: filename=frozendict-1.2-cp37-none-any.whl size=3168 sha256=97f0e16351a7700d76f4c463efd96f4b2664e355322b6f97c0008a3bb860849d\n",
            "  Stored in directory: /root/.cache/pip/wheels/6c/6c/e9/534386165bd12cf1885582c75eb6d0ffcb321b65c23fe0f834\n",
            "Successfully built frozendict\n",
            "Installing collected packages: schema, frozendict, experta\n",
            "Successfully installed experta-1.9.4 frozendict-1.2 schema-0.6.7\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "c2a8ad7d"
      },
      "source": [
        "from experta import *"
      ],
      "id": "c2a8ad7d",
      "execution_count": 25,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "08d9ee5f"
      },
      "source": [
        "class Age(Fact):\n",
        "    pass\n",
        "\n",
        "class Height(Fact):\n",
        "    pass\n",
        "\n",
        "class Weight(Fact):\n",
        "    pass\n",
        "\n",
        "class Gender(Fact):\n",
        "    pass\n",
        "\n",
        "class Calories(Fact):\n",
        "    value = Field(float, default=0.0)\n",
        "\n",
        "class Competing(Fact):\n",
        "    pass\n",
        "\n",
        "class Intensity(Fact):\n",
        "    pass\n",
        "\n",
        "class BMI(Fact):\n",
        "    pass\n",
        "\n",
        "class BMIValue(Fact):\n",
        "    pass\n",
        "\n",
        "class DietPlan(Fact):\n",
        "    pass\n",
        "\n",
        "class setOption(Fact):\n",
        "    pass\n",
        "    \n",
        "class Option(Fact):\n",
        "    foodSet = Field(str, default=\"\")\n",
        "    option = Field(str, default=\"\")\n",
        "    calories = Field(str, default=\"\")\n",
        "    \n",
        "class Set(Fact):\n",
        "    setCategory = Field(str, default=\"\")\n",
        "    setFoods = Field(list, default=[])\n",
        "    setCalories = Field(str, default=\"\")\n",
        "    \n",
        "class Ask(Fact):\n",
        "    pass"
      ],
      "id": "08d9ee5f",
      "execution_count": 26,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "collapsed": true,
        "id": "6d15ccb2"
      },
      "source": [
        "## DefFacts & Rules"
      ],
      "id": "6d15ccb2",
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "91eeb244"
      },
      "source": [
        "class SADO(KnowledgeEngine):\n",
        "    @DefFacts()\n",
        "    def sado_rules(self):\n",
        "        \n",
        "        ''' set facts for all food set '''\n",
        "        ''' terbalik sebab experta baca dari bawah dulu? '''\n",
        "        yield Option(foodSet=\"casual\",option=\"C\",calories=\">=2500\")  # maybe tak perlu simpan calories\n",
        "        yield Option(foodSet=\"casual\",option=\"B\",calories=\">=1500 & <2500\")\n",
        "        yield Option(foodSet=\"casual\",option=\"A\",calories=\"<1500\") \n",
        "            \n",
        "        yield Option(foodSet=\"light\",option=\"F\",calories=\">=1700\")\n",
        "        yield Option(foodSet=\"light\",option=\"E\",calories=\">=1300 & <1700\")\n",
        "        yield Option(foodSet=\"light\",option=\"D\",calories=\"<1300\")\n",
        "            \n",
        "        yield Option(foodSet=\"moderate\",option=\"I\",calories=\">=2100\")\n",
        "        yield Option(foodSet=\"moderate\",option=\"H\",calories=\">=1700 & <2100\")\n",
        "        yield Option(foodSet=\"moderate\",option=\"G\",calories=\"<1700\")\n",
        "            \n",
        "        yield Option(foodSet=\"intensive\",option=\"L\",calories=\">=2500\")\n",
        "        yield Option(foodSet=\"intensive\",option=\"K\",calories=\">=2100 & <2500\")\n",
        "        yield Option(foodSet=\"intensive\",option=\"J\",calories=\"<2100\")\n",
        "        \n",
        "        \n",
        "        yield Set(\n",
        "              setCategory=\"A\",\n",
        "              setFoods=[\"Nasi Lemak\",\"Nasi Ayam Bakar\",\"Mee Hailam\"],\n",
        "              setCalories=\"<1500\",\n",
        "              setExplanation=\"We recommend Casual Meal Planning for your diet stratergy. \\n\\nWith the given calorie goal. \\nThe food in Set A can supply right amount of calorie, \\nunder 1500kcal, which suits your need. \\n\\nTo maintain the energy reservation.\"\n",
        "              )\n",
        "        yield Set(\n",
        "            setCategory=\"B\",\n",
        "            setFoods=[\"Roti Telur\",\"Nasi Arab Mandy\",\"Mee Goreng Mamak\"],\n",
        "            setCalories=\">=1500 & <2500\",\n",
        "            setExplanation=\"We recommend Casual Meal Planning for your diet stratergy. \\n\\nWith the given calorie goal. \\nThe food in Set B can supply right amount of calorie, \\nbetween 1500kcal to 2500kcal, which suits your \\nneed. \\nTo maintain the energy reservation.\"\n",
        "            )\n",
        "        yield Set(\n",
        "            setCategory=\"C\",\n",
        "            setFoods=[\"Nasi Kerabu\", \"Roti Canai\",\"Nasi Kandar\",\"Chicken Chop\"],\n",
        "            setCalories=\">=2500\",\n",
        "            setExplanation=\"We recommend Casual Meal Planning for your diet stratergy. \\n\\nWith the given calorie goal. \\nThe food in Set C can supply right amount of calorie, \\nabove 2500kcal, which suits your need. \\n\\nTo maintain the energy reservation.\"\n",
        "            )\n",
        "        yield Set(\n",
        "            setCategory=\"D\",\n",
        "            setFoods=[\"Sandwich\",\"Nasi Ayam Bakar\",\"Bihun Tom Yam\"],\n",
        "            setCalories=\"<1300\",\n",
        "            setExplanation=\"We recommend Low Intensive Meal Planning for your diet stratergy. \\n\\nWith the given calorie goal. \\nThe food in Set D can supply right amount of calorie,\\nunder 1300kcal, which suits your need. \\n\\nTo maintain the energy reservation for your compeitition.\"\n",
        "            )\n",
        "        yield Set(\n",
        "            setCategory=\"E\",\n",
        "            setFoods=[\"Roti Telur\",\"Nasi Briyani\",\"Spaghetti\", \"Telur Rebus\"],\n",
        "            setCalories=\">=1300 & <1700\",\n",
        "            setExplanation=\"We recommend Low Intensive Meal Planning for your diet stratergy. \\n\\nWith the given calorie goal. \\nThe food in Set E can supply right amount of calorie,\\nbetween 1300kcal to 1700kcal, which suits your need. \\n\\nTo maintain the energy reservation for your compeitition.\"\n",
        "            )\n",
        "        yield Set(\n",
        "            setCategory=\"F\",\n",
        "            setFoods=[\"Kuey Teow Goreng\", \"Roti Telur\",\"Nasi Kandar\",\"Chicken Chop\"],\n",
        "            setCalories=\">=1700\",\n",
        "            setExplanation=\"We recommend Low Intensive Meal Planning for your diet stratergy. \\n\\nWith the given calorie goal. \\nThe food in Set F can supply right amount of calorie,\\nabove 1700kcal, which suits your need. \\n\\nTo maintain the energy reservation for your compeitition.\"\n",
        "            )\n",
        "        yield Set(\n",
        "            setCategory=\"G\",\n",
        "            setFoods=[\"Nasi Lemak\",\"Nasi Ayam Bakar\",\"Pizza\"],\n",
        "            setCalories=\"<1700\",\n",
        "            setExplanation=\"We recommend Moderate Intensive Meal Planning for your diet stratergy. \\n\\nWith the given calorie goal and BMI. \\nThe food in Set G can supply right amount of calorie, \\nunder 1700kcal, which suits your need. \\n\\nThe recommendation can help you to maintain the energy reservation.\"\n",
        "            )\n",
        "        yield Set(\n",
        "            setCategory=\"H\",\n",
        "            setFoods=[\"Roti Canai\",\"Nasi Goreng Ayam\", \"Laksa\",\"Nasi Goreng Telur\"],\n",
        "            setCalories=\">=1700 & <2100\",\n",
        "            setExplanation=\"We recommend Moderate Intensive Meal Planning for your diet stratergy. \\n\\nWith the given calorie goal and BMI. \\nThe food in Set H can supply right amount of calorie, \\nbetween 1700kcal to 2100kcal, which suits your need. \\n\\nThe recommendation can help you to maintain the energy reservation.\"\n",
        "            )\n",
        "        yield Set(\n",
        "            setCategory=\"I\",\n",
        "            setFoods=[\"Kuey Teow Goreng\",\"Roti Telur\", \"Nasi Arab Mandy\", \"Bihun Sup\", \"Spaghetti\", \"Chicken Chop\"], \n",
        "            setCalories=\">=2100\",\n",
        "            setExplanation=\"We recommend Moderate Intensive Meal Planning for your diet stratergy. \\n\\nWith the given calorie goal and BMI. \\nThe food in Set I can supply right amount of calorie, \\nabove 2100kcal, which suits your need. \\n\\nThe recommendation can help you to maintain the energy reservation.\"\n",
        "            )\n",
        "        yield Set(\n",
        "            setCategory=\"J\",\n",
        "            setFoods=[\"Kuey Teow Goreng\",\"Nasi Briyani\", \"Mee Goreng Mamak\"], \n",
        "            setCalories=\"<2100\",\n",
        "            setExplanation=\"We recommend High Intensive Meal Planning for your diet stratergy. \\n\\nWith the given calorie goal. \\nThe food in Set J can supply right amount of calorie, \\nunder 2100kcal, which suits your need. \\n\\nTo maintain the energy reservation for your compeitition.\"\n",
        "            )\n",
        "        yield Set(\n",
        "            setCategory=\"K\",\n",
        "            setFoods=[\"Nasi Lemak\", \"Roti Telur\",\"Nasi Ayam Bakar\", \"Pizza\"],\n",
        "            setCalories=\">=2100 & <2500\",\n",
        "            setExplanation=\"We recommend High Intensive Meal Planning for your diet stratergy. \\n\\nWith the given calorie goal. \\nThe food in Set K can supply right amount of calorie, \\nbetween 2100kcal to 2500kcal, which suits your \\nneed. \\nTo maintain the energy reservation for your compeitition.\"\n",
        "            )\n",
        "        yield Set(\n",
        "            setCategory=\"L\",\n",
        "            setFoods=[\"Roti Canai\", \"Nasi Kerabu\", \"Nasi Goreng Ayam\", \"Laksa\", \"Nasi Goreng Telur\"],\n",
        "            setCalories=\">=2500\",\n",
        "            setExplanation=\"We recommend High Intensive Meal Planning for your diet stratergy. \\n\\nWith the given calorie goal. \\nThe food in Set L can supply right amount of calorie, \\nabove 2500kcal, which suits your need. \\n\\nTo maintain the energy reservation for your compeitition.\"\n",
        "            )\n",
        "    \n",
        "    @Rule()\n",
        "    def startup(self):\n",
        "        ''' input age, height, weight and gender for calories and bmi '''\n",
        "        print(\"Welcome to SADO system\")\n",
        "        questionAge = \"Please enter your age: \"\n",
        "        resAge = input(questionAge).lower()\n",
        "        questionHeight = \"Please enter your height (in cm): \"\n",
        "        resHeight = input(questionHeight).lower()\n",
        "        questionWeight = \"Please enter your weight (in kg): \"\n",
        "        resWeight = input(questionWeight).lower()\n",
        "        questionGender = \"Please enter your gender: \"\n",
        "        resGender = input(questionGender).lower()\n",
        "        self.declare(Age(resAge))\n",
        "        self.declare(Height(resHeight))\n",
        "        self.declare(Weight(resWeight))\n",
        "        self.declare(Gender(resGender))\n",
        "        \n",
        "    @Rule(AS.f1 << Gender(MATCH.g),\n",
        "          AS.f2 << Age(MATCH.a),\n",
        "          AS.f3 << Height(MATCH.h),\n",
        "          AS.f4 << Weight(MATCH.w))\n",
        "    def gender(self, g, a, h, w):\n",
        "        ''' if male/female, count calories with formula for each gender, then ask if competing '''\n",
        "        if(g == \"male\"):\n",
        "            caloriesFloat = float((10*float(w))+(6.25*float(h))-(5*float(a))+5)\n",
        "            self.declare(Calories(value = caloriesFloat))\n",
        "        elif(g ==\"female\"):\n",
        "            caloriesFloat = float((10*float(w))+(6.25*float(h))-(5*float(a))-161)\n",
        "            self.declare(Calories(value = caloriesFloat))\n",
        "        else:\n",
        "            print(\"Invalid gender!\")\n",
        "        self.declare(Ask(\"competition-participation\")) # todo - sepatutnya takde if else dalam function, buat rules baru\n",
        "            \n",
        "    @Rule(AS.f1 << Ask(\"competition-participation\"))\n",
        "    def if_competing(self, f1):\n",
        "        ''' determine if competing or not '''\n",
        "        resCompeting = input(\"Are you participating in a competition? [y/n] : \").lower()\n",
        "        self.declare(Competing(resCompeting))\n",
        "        self.retract(f1)\n",
        "            \n",
        "    ''' Rule Section - Determine if competition or not '''\n",
        "            \n",
        "    @Rule(AS.f1 << Competing('n'))\n",
        "    def not_competing(self, f1):\n",
        "        ''' if not competing, recommend casual planning '''\n",
        "        self.declare(DietPlan(\"casual\"))\n",
        "        \n",
        "    @Rule(AS.f1 << Competing('y'),\n",
        "          AS.f2 << Height(MATCH.h),\n",
        "          AS.f3 << Weight(MATCH.w))\n",
        "    def is_competing(self, h, w):\n",
        "        print(\"How intense are your training?\")\n",
        "        resIntensity = input(\"Choose one of the options [low/moderate/high]: \").lower()\n",
        "        heightInM = int(h)/100\n",
        "        bmi = round(int(w)/pow(heightInM,2), 2)\n",
        "        self.declare(BMIValue(bmi))\n",
        "        self.declare(Intensity(resIntensity))\n",
        "        if(bmi < 18.5):\n",
        "            self.declare(BMI(\"underweight\"))\n",
        "        elif(bmi >= 18.5 and bmi < 28.0):\n",
        "            self.declare(BMI(\"normal\"))\n",
        "        elif(bmi >= 28.0):\n",
        "            self.declare(BMI(\"overweight\"))\n",
        "        \n",
        "    ''' Rules Section - Determine diet plan for each groups of rule if in competition '''\n",
        "     \n",
        "    # low intensity\n",
        "    @Rule(AS.f1 << Intensity(\"low\"),\n",
        "          OR(\n",
        "              BMI(\"normal\"),\n",
        "              BMI(\"overweight\")\n",
        "             )\n",
        "          )\n",
        "    def low_normal_overweight(self):\n",
        "        self.declare(DietPlan(\"light\"))\n",
        "        \n",
        "    @Rule(AS.f1 << Intensity(\"low\"),\n",
        "          BMI(\"underweight\"))\n",
        "    def low_underweight(self):\n",
        "        self.declare(DietPlan(\"moderate\"))\n",
        "        \n",
        "    \n",
        "    # moderate intensity\n",
        "    \n",
        "    @Rule(AS.f1 << Intensity(\"moderate\"))\n",
        "    def moderate_normal(self):\n",
        "        self.declare(DietPlan(\"moderate\"))\n",
        "        \n",
        "    # high intensity\n",
        "        \n",
        "    @Rule(AS.f1 << Intensity(\"high\"),\n",
        "          BMI(\"overweight\"))\n",
        "    def high_overweight(self):\n",
        "        self.declare(DietPlan(\"moderate\"))\n",
        "        \n",
        "    @Rule(AS.f1 << Intensity(\"high\"),\n",
        "          OR(\n",
        "              BMI(\"normal\"),\n",
        "              BMI(\"underweight\")\n",
        "             )\n",
        "          )\n",
        "    def high_normal_underweight(self):\n",
        "        self.declare(DietPlan(\"intensive\"))\n",
        "        \n",
        "        \n",
        "    ''' Rules Section - Display Diet Plans '''\n",
        "    \n",
        "    ''' @Rule(DietPlan(MATCH.f),\n",
        "          salience=2)\n",
        "    def display_assistance(self, f):\n",
        "        print(\"For a \" + f + \" diet plan, these are the options\")\n",
        "    \n",
        "    @Rule(AS.f1 << DietPlan(MATCH.f),\n",
        "          Option(foodSet = MATCH.f,\n",
        "                 option = MATCH.o,\n",
        "                 calories = MATCH.c),\n",
        "          salience=1)\n",
        "    def display_moderate_plans(self, o, c):\n",
        "        print(o + \"(\" + c + \"kcal)\") '''\n",
        "        \n",
        "        \n",
        "    ''' Rules Section - Set option based on calories needed '''\n",
        "        \n",
        "    @Rule(AS.f1 << DietPlan(\"casual\"),\n",
        "        AS.f2 << Calories(value=MATCH.cc),\n",
        "        Option(foodSet = \"casual\",\n",
        "                option = MATCH.o,\n",
        "                calories = MATCH.c))\n",
        "    def set_calorie_range_casual(self, cc):\n",
        "        if (cc < 1500.0):\n",
        "            self.declare(setOption(\"A\"))\n",
        "        elif (cc >= 1500.0 and cc < 2500.0):\n",
        "            self.declare(setOption(\"B\"))\n",
        "        elif (cc >=2500.0):\n",
        "            self.declare(setOption(\"C\"))\n",
        "                \n",
        "    @Rule(AS.f1 << DietPlan(\"light\"),\n",
        "        AS.f2 << Calories(value=MATCH.cc),\n",
        "        Option(foodSet = \"light\",\n",
        "                option = MATCH.o,\n",
        "                calories = MATCH.c))\n",
        "    def set_calorie_range_light(self, cc):\n",
        "        if (cc < 1300.0):\n",
        "            self.declare(setOption(\"D\"))\n",
        "        elif (cc >= 1300.0 and cc < 1700.0):\n",
        "            self.declare(setOption(\"E\"))\n",
        "        elif (cc >= 1700.0):\n",
        "            self.declare(setOption(\"F\"))\n",
        "        \n",
        "    @Rule(AS.f1 << DietPlan(\"moderate\"),\n",
        "        AS.f2 << Calories(value=MATCH.cc),\n",
        "        Option(foodSet = \"moderate\",\n",
        "                option = MATCH.o,\n",
        "                calories = MATCH.c))\n",
        "    def set_calorie_range_moderate(self, cc):\n",
        "        if (cc < 1700.0):\n",
        "            self.declare(setOption(\"G\"))\n",
        "        elif (cc >= 1700.0 and cc < 2100.0):\n",
        "            self.declare(setOption(\"H\"))\n",
        "        elif (cc >= 2100.0):\n",
        "            self.declare(setOption(\"I\"))\n",
        "                \n",
        "    @Rule(AS.f1 << DietPlan(\"intensive\"),\n",
        "        AS.f2 << Calories(value=MATCH.cc),\n",
        "        Option(foodSet = \"intensive\",\n",
        "                option = MATCH.o,\n",
        "                calories = MATCH.c))\n",
        "    def set_calorie_range_intensive(self, cc):\n",
        "        if (cc < 2100.0):\n",
        "            self.declare(setOption(\"J\"))\n",
        "        elif (cc >= 2100.0 and cc < 2500.0):\n",
        "            self.declare(setOption(\"K\"))\n",
        "        elif (cc >= 2500.0):\n",
        "            self.declare(setOption(\"L\"))\n",
        "        \n",
        "    ''' Rules Section - Show options for each diet plan '''\n",
        "    \n",
        "    @Rule(Gender(MATCH.g),\n",
        "          Age(MATCH.a),\n",
        "          Calories(value=MATCH.cc),\n",
        "          BMIValue(MATCH.bVal),\n",
        "          BMI(MATCH.b),\n",
        "          setOption(MATCH.o),\n",
        "          Set(setCategory = MATCH.o,\n",
        "              setFoods = MATCH.f,\n",
        "              setCalories = MATCH.c,\n",
        "              setExplanation = MATCH.ef))\n",
        "    def display_foods(self, g, a, cc, bVal, b, o,  f, c, ef):\n",
        "        print(\"\\n** Result **\")\n",
        "        print(\"Since your gender is \" , g , \" and your age is \", a)\n",
        "        print(\"We have calculated your calories based using Mifflin St Jeor Equation\")\n",
        "        print(\"And your calorie goal is \" , cc)\n",
        "        print(\"\\n** Recommendation **\")\n",
        "        print(\"Based on your BMI \", bVal , \" it is \" , b)\n",
        "        print(\"Considering you need \", cc ,\"kcal\")\n",
        "        print(\"You are recommended eat these in set \" + o +\": \")\n",
        "        for z in f:\n",
        "            print(z + \"\\t\", end=\"\")\n",
        "        print()\n",
        "        print(\"All foods in this set contains calories in the \" + c + \" range.\")\n",
        "        print()\n",
        "        print(\"** Explanation **\")\n",
        "        print(ef)"
      ],
      "id": "91eeb244",
      "execution_count": 35,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "199f2173",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "0b8cca3b-6ada-4d1b-95f0-27ebe952c563"
      },
      "source": [
        "sado = SADO()\n",
        "sado.reset()\n",
        "sado.run()"
      ],
      "id": "199f2173",
      "execution_count": 36,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Welcome to SADO system\n",
            "Please enter your age: 21\n",
            "Please enter your height (in cm): 169\n",
            "Please enter your weight (in kg): 70\n",
            "Please enter your gender: male\n",
            "Are you participating in a competition? [y/n] : y\n",
            "How intense are your training?\n",
            "Choose one of the options [low/moderate/high]: moderate\n",
            "\n",
            "** Result **\n",
            "Since your gender is  male  and your age is  21\n",
            "We have calculated your calories based using Mifflin St Jeor Equation\n",
            "And your calorie goal is  1656.25\n",
            "\n",
            "** Recommendation **\n",
            "Based on your BMI  24.51  it is  normal\n",
            "Considering you need  1656.25 kcal\n",
            "You are recommended eat these in set G: \n",
            "Nasi Lemak\tNasi Ayam Bakar\tPizza\t\n",
            "All foods in this set contains calories in the <1700 range.\n",
            "\n",
            "** Explanation **\n",
            "We recommend Moderate Intensive Meal Planning for your diet stratergy. \n",
            "\n",
            "With the given calorie goal and BMI. \n",
            "The food in Set G can supply right amount of calorie, \n",
            "under 1700kcal, which suits your need. \n",
            "\n",
            "The recommendation can help you to maintain the energy reservation.\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "9c4a157e",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "ba4d9411-0a18-47d1-c2d4-9230a59ffff9"
      },
      "source": [
        "sado.facts"
      ],
      "id": "9c4a157e",
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "FactList([(0, InitialFact()),\n",
              "          (1, Option(foodSet='casual', option='C', calories='>=2500')),\n",
              "          (2, Option(foodSet='casual', option='B', calories='>=1500 & <2500')),\n",
              "          (3, Option(foodSet='casual', option='A', calories='<1500')),\n",
              "          (4, Option(foodSet='light', option='F', calories='>=1700')),\n",
              "          (5, Option(foodSet='light', option='E', calories='>=1300 & <1700')),\n",
              "          (6, Option(foodSet='light', option='D', calories='<1300')),\n",
              "          (7, Option(foodSet='moderate', option='I', calories='>=2100')),\n",
              "          (8,\n",
              "           Option(foodSet='moderate', option='H', calories='>=1700 & <2100')),\n",
              "          (9, Option(foodSet='moderate', option='G', calories='<1700')),\n",
              "          (10, Option(foodSet='intensive', option='L', calories='>=2500')),\n",
              "          (11,\n",
              "           Option(foodSet='intensive', option='K', calories='>=2100 & <2500')),\n",
              "          (12, Option(foodSet='intensive', option='J', calories='<2100')),\n",
              "          (13,\n",
              "           Set(setCategory='A', setFoods=frozenlist(['Nasi Lemak', 'Nasi Ayam Bakar', 'Mee Hailam']), setCalories='<1500', setExplanation='We recommend Casual Meal Planning for your diet stratergy. \\n\\nWith the given calorie goal. \\nThe food in Set A can supply right amount of calorie, \\nunder 1500kcal, which suits your need. \\n\\nTo maintain the energy reservation.')),\n",
              "          (14,\n",
              "           Set(setCategory='B', setFoods=frozenlist(['Roti Telur', 'Nasi Arab Mandy', 'Mee Goreng Mamak']), setCalories='>=1500 & <2500')),\n",
              "          (15,\n",
              "           Set(setCategory='C', setFoods=frozenlist(['Nasi Kerabu', 'Roti Canai', 'Nasi Kandar', 'Chicken Chop']), setCalories='>=2500')),\n",
              "          (16,\n",
              "           Set(setCategory='D', setFoods=frozenlist(['Sandwich', 'Nasi Ayam Bakar', 'Bihun Tom Yam']), setCalories='<1300')),\n",
              "          (17,\n",
              "           Set(setCategory='E', setFoods=frozenlist(['Roti Telur', 'Nasi Briyani', 'Spaghetti', 'Telur Rebus']), setCalories='>=1300 & <1700')),\n",
              "          (18,\n",
              "           Set(setCategory='F', setFoods=frozenlist(['Kuey Teow Goreng', 'Roti Telur', 'Nasi Kandar', 'Chicken Chop']), setCalories='>=1700')),\n",
              "          (19,\n",
              "           Set(setCategory='G', setFoods=frozenlist(['Nasi Lemak', 'Nasi Ayam Bakar', 'Pizza']), setCalories='<1700')),\n",
              "          (20,\n",
              "           Set(setCategory='H', setFoods=frozenlist(['Roti Canai', 'Nasi Goreng Ayam', 'Laksa', 'Nasi Goreng Telur']), setCalories='>=1700 & <2100')),\n",
              "          (21,\n",
              "           Set(setCategory='I', setFoods=frozenlist(['Kuey Teow Goreng', 'Roti Telur', 'Nasi Arab Mandy', 'Bihun Sup', 'Spaghetti', 'Chicken Chop']), setCalories='>=2100')),\n",
              "          (22,\n",
              "           Set(setCategory='J', setFoods=frozenlist(['Kuey Teow Goreng', 'Nasi Briyani', 'Mee Goreng Mamak']), setCalories='<2100')),\n",
              "          (23,\n",
              "           Set(setCategory='K', setFoods=frozenlist(['Nasi Lemak', 'Roti Telur', 'Nasi Ayam Bakar', 'Pizza']), setCalories='>=2100 & <2500')),\n",
              "          (24,\n",
              "           Set(setCategory='L', setFoods=frozenlist(['Roti Canai', 'Nasi Kerabu', 'Nasi Goreng Ayam', 'Laksa', 'Nasi Goreng Telur']), setCalories='>=2500')),\n",
              "          (25, Age('21')),\n",
              "          (26, Height('160')),\n",
              "          (27, Weight('50')),\n",
              "          (28, Gender('male')),\n",
              "          (29, Calories(value=1400.0)),\n",
              "          (31, Competing('n')),\n",
              "          (32, DietPlan('casual')),\n",
              "          (33, setOption('A'))])"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 10
        }
      ]
    }
  ]
}