Final_DATABASE.ipynb

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        "<a href=\"https://colab.research.google.com/github/maeliech/DB_Group/blob/main/Final_DATABASE.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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      "source": [
        "#**DATABASE: FINALTERM ASSIGNMENT: GROUP F**"
      ],
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      "source": [
        "## 1- **Data Diagramm**"
      ],
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      "source": [
        "After sharing ideas and finding a subject (presented in the \"FinalProject_Proposal\" PDF, we created a diagram of our model.\n",
        "\n",
        "One of our members had the opportunity to do an **internship in a software selling company**. Because we wanted to discover real-world tasks, we decided to use his personal experience as our subject.\n",
        "\n",
        "Here is the **full subject**:\n",
        "A company creates and then sells softwares to different clients (various companies). It needs you to create a database to manage these clients, but also the softwares and all the events happening in this company.\n",
        "\n",
        "The important points to keep are:\n",
        "- Identifying what are the **main actors** of the company\n",
        "- How are they **interacting** with each others (what relations between entities)\n",
        "- What **defines** each entity\n",
        "\n",
        "It is also important to point out that when creating a database of a certain scale, we must be extremely careful to the following points:\n",
        "- No **redundancy**\n",
        "- Each entity must be well **identifiable**\n",
        "-** No ambiguity** on entities' characteristics\n",
        "- The database actually responds to company's **needs**"
      ],
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      "cell_type": "markdown",
      "source": [
        "To make this diagram, we used the website \"Oracle data modeler\" on Windows."
      ],
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)"
      ],
      "metadata": {
        "id": "-bmHxYR9qqt2"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "## 2- **Database script**"
      ],
      "metadata": {
        "id": "0-PS6PaBqtUL"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "Based on the labs in class, we created the database using the SQL script generated before-hand using the oracle software."
      ],
      "metadata": {
        "id": "eNHf3p6gsSD0"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from sqlalchemy import create_engine\n",
        "my_conn = create_engine('sqlite:////content/final.db')"
      ],
      "metadata": {
        "id": "q8N-3U3Y7ZHw"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### BILLING_DETAIL"
      ],
      "metadata": {
        "id": "9goCaFH97ucp"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "4kWcq01Z6wGv"
      },
      "outputs": [],
      "source": [
        "r_set=my_conn.execute('''\n",
        "CREATE TABLE IF NOT EXISTS 'billing_detail' (\n",
        "    'id'              INTEGER NOT NULL,\n",
        "    'ammount'         NUMBER(2),\n",
        "    'description'     CLOB,\n",
        "    'licence_bill_id' INTEGER NOT NULL,\n",
        "    PRIMARY KEY       ('id'),\n",
        "    FOREIGN KEY ('licence_bill_id') REFERENCES licence_bill ('id')\n",
        ");\n",
        "''')"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### CLIENT"
      ],
      "metadata": {
        "id": "XxuFKGtzv8Lr"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "CREATE TABLE IF NOT EXISTS 'client'  (\n",
        "    'id'                        INTEGER NOT NULL,\n",
        "    'name'                      VARCHAR2(120),\n",
        "    'address'                   VARCHAR2(255),\n",
        "    'client_marketing_stage_id' INTEGER NOT NULL,\n",
        "    'country_id'                INTEGER NOT NULL,\n",
        "    'language_id'               INTEGER NOT NULL,\n",
        "    PRIMARY KEY                 ('id'),\n",
        "    FOREIGN KEY                 ('client_marketing_stage_id') REFERENCES 'client_marketing_stage' ('id'),\n",
        "    FOREIGN KEY                 ('country_id') REFERENCES 'country' ('id'),\n",
        "    FOREIGN KEY                 ('language_id') REFERENCES 'language' ('id')\n",
        ");\n",
        "''')"
      ],
      "metadata": {
        "id": "0LxXa9Jr7V3y"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### CLIENT_MARKETING_STAGE"
      ],
      "metadata": {
        "id": "U_WZsN0t7-hg"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "CREATE TABLE IF NOT EXISTS 'client_marketing_stage' (\n",
        "    'id'        INTEGER NOT NULL,\n",
        "    'name'      VARCHAR2(20),\n",
        "    PRIMARY KEY ('id')\n",
        ");\n",
        "''')"
      ],
      "metadata": {
        "id": "UAF3XQKy8LSs"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### CLIENT_TAG"
      ],
      "metadata": {
        "id": "zKk9ZArh9pew"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "CREATE TABLE IF NOT EXISTS 'client_tags' (\n",
        "    'client_id' INTEGER NOT NULL,\n",
        "    'tags_id'   INTEGER NOT NULL,\n",
        "    FOREIGN KEY ('client_id') REFERENCES 'client' ('id'),\n",
        "    FOREIGN KEY ('tags_id') REFERENCES 'tags' ('id')\n",
        ");\n",
        "''')"
      ],
      "metadata": {
        "id": "fiWWV4At8RAy"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### CONTACT"
      ],
      "metadata": {
        "id": "uv21QvkN-AXA"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "CREATE TABLE IF NOT EXISTS 'contact' (\n",
        "    'id'          INTEGER NOT NULL,\n",
        "    'name'        VARCHAR2(20),\n",
        "    'role'        VARCHAR2(50),\n",
        "    'client_id'   INTEGER NOT NULL,\n",
        "    'language_id' INTEGER NOT NULL,\n",
        "    PRIMARY KEY   ('id'),\n",
        "    FOREIGN KEY   ('client_id') REFERENCES 'client' ('id'),\n",
        "    FOREIGN KEY   ('language_id') REFERENCES 'language' ('id')\n",
        ");\n",
        "''')"
      ],
      "metadata": {
        "id": "1aBbrB799vBA"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### COUNTRY"
      ],
      "metadata": {
        "id": "-8WJK_-1-Ceu"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "CREATE TABLE IF NOT EXISTS 'country' (\n",
        "    'id'          INTEGER NOT NULL,\n",
        "    'name'        VARCHAR2(20),\n",
        "    'language_id' INTEGER NOT NULL,\n",
        "    PRIMARY KEY   ('id'),\n",
        "    FOREIGN KEY   ('language_id') REFERENCES 'language' ('id')\n",
        ");\n",
        "''')"
      ],
      "metadata": {
        "id": "MvATdtlc9vQq"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### EVENT_TYPE"
      ],
      "metadata": {
        "id": "Sf4AgYjS-1Hq"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "CREATE TABLE IF NOT EXISTS 'event_type' (\n",
        "    'id'          INTEGER NOT NULL,\n",
        "    'name'        VARCHAR2(20),\n",
        "    PRIMARY KEY   ('id')\n",
        ");\n",
        "''')"
      ],
      "metadata": {
        "id": "3KaP_ADC9vTn"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### EVENTS"
      ],
      "metadata": {
        "id": "pVfzl604_H9h"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "CREATE TABLE IF NOT EXISTS 'events' (\n",
        "    'id'            INTEGER NOT NULL,\n",
        "    'description'   CLOB,\n",
        "    'start'         DATE,\n",
        "    'end'           DATE,\n",
        "    'contact_id'    INTEGER NOT NULL,\n",
        "    'user_id'       INTEGER NOT NULL,\n",
        "    'event_type_id' INTEGER NOT NULL,\n",
        "    PRIMARY KEY     ('id'),\n",
        "    FOREIGN KEY     ('contact_id') REFERENCES 'contact' ('id'),\n",
        "    FOREIGN KEY     ('user_id') REFERENCES 'user' ('id'),\n",
        "    FOREIGN KEY     ('event_type_id') REFERENCES 'event_type' ('id')\n",
        ");\n",
        "''')"
      ],
      "metadata": {
        "id": "xwIX7GnX9vWk"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### LANGUAGE"
      ],
      "metadata": {
        "id": "f0MIXsL1_oWV"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "CREATE TABLE IF NOT EXISTS 'language' (\n",
        "    'id'            INTEGER NOT NULL,\n",
        "    'name'          VARCHAR2(20),\n",
        "    PRIMARY KEY     ('id')\n",
        ");\n",
        "''')"
      ],
      "metadata": {
        "id": "28I-aCs-9vY8"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### LICENCE_BILL"
      ],
      "metadata": {
        "id": "sHVH4bYd_saz"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "CREATE TABLE IF NOT EXISTS 'licence_bill' (\n",
        "    'id'                       INTEGER NOT NULL,\n",
        "    'start'                    DATE,\n",
        "    'end'                      DATE,\n",
        "    'billing_amount'           NUMBER(2),\n",
        "    'previous_billing_ammount' NUMBER(2),\n",
        "    'ispaid'                   CHAR(1),\n",
        "    'licence_folder_id'        INTEGER NOT NULL,\n",
        "    'currency'                 VARCHAR2(20),\n",
        "    PRIMARY KEY                ('id'),\n",
        "    FOREIGN KEY                ('licence_folder_id') REFERENCES 'licence_folder' ('id')\n",
        ");\n",
        "''')"
      ],
      "metadata": {
        "id": "gwo4QyAx9vmK"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### LICENCE_FOLDER"
      ],
      "metadata": {
        "id": "T3R5-xT8Ar1q"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "CREATE TABLE IF NOT EXISTS 'licence_folder' (\n",
        "    'id'                INTEGER NOT NULL,\n",
        "    'billing_quarter'   VARCHAR2(20),\n",
        "    'billing_frequency' INTEGER,\n",
        "    'client_id'         INTEGER NOT NULL,\n",
        "    'software_id'       INTEGER NOT NULL,\n",
        "    PRIMARY KEY         ('id'),\n",
        "    FOREIGN KEY         ('client_id') REFERENCES 'client' ('id'),\n",
        "    FOREIGN KEY         ('software_id') REFERENCES 'software' ('id')\n",
        ");\n",
        "''')"
      ],
      "metadata": {
        "id": "GXOqoglFAHfx"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### SOFTWARE"
      ],
      "metadata": {
        "id": "aOcqYfOiA0Eh"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "CREATE TABLE IF NOT EXISTS 'software' (\n",
        "    'id'          INTEGER NOT NULL,\n",
        "    'name'        VARCHAR2(20),\n",
        "    'isonmarket'  CHAR(1),\n",
        "    PRIMARY KEY   ('id')\n",
        ");\n",
        "''')"
      ],
      "metadata": {
        "id": "SLahnQjoAHiu"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### TAGS"
      ],
      "metadata": {
        "id": "oDxYtPLcBV25"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "CREATE TABLE IF NOT EXISTS 'tags' (\n",
        "    'id'          INTEGER NOT NULL,\n",
        "    'name'        VARCHAR2(255),\n",
        "    PRIMARY KEY   ('id')\n",
        ");\n",
        "''')"
      ],
      "metadata": {
        "id": "Hl9Ygu5XAHlF"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### USER"
      ],
      "metadata": {
        "id": "N3FiS98mBi3-"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "CREATE TABLE IF NOT EXISTS \"USER\" (\n",
        "    'id'         INTEGER NOT NULL,\n",
        "    'name'       VARCHAR2(20),\n",
        "    'login_id'   VARCHAR2(255),\n",
        "    'pass'       VARCHAR2(255),\n",
        "    'department' VARCHAR2(50),\n",
        "    PRIMARY KEY  ('id')\n",
        ");\n",
        "''')"
      ],
      "metadata": {
        "id": "qp6wRkW2AHnd"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "## 3- **Filling the database**"
      ],
      "metadata": {
        "id": "XW-Esa1Ds002"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "We then inserted the data. To do that, we used the SQL requet \"INSERT INTO\". It is important to be very careful to the type of data we enter in eacher subcategory in order not to generate errors."
      ],
      "metadata": {
        "id": "RWvra9kns55j"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "### BILLING_DETAIL"
      ],
      "metadata": {
        "id": "RRA3bwSlv0Sm"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'billing_detail' ('id', 'ammount', 'description', 'licence_bill_id') VALUES (1, 100, 'Oracle', 1);\n",
        "''')"
      ],
      "metadata": {
        "id": "ZQmz68ZQv3XB"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'billing_detail' ('id', 'ammount', 'description', 'licence_bill_id') VALUES (2, 200, 'Microsoft', 2);\n",
        "''')"
      ],
      "metadata": {
        "id": "nmmv_fr8xLvl"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'billing_detail' ('id', 'ammount', 'description', 'licence_bill_id') VALUES (3, 300, 'SAP', 3);\n",
        "''')"
      ],
      "metadata": {
        "id": "3f0yAw9qxSit"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'billing_detail' ('id', 'ammount', 'description', 'licence_bill_id') VALUES (4, 400, 'IBM', 4);\n",
        "''')"
      ],
      "metadata": {
        "id": "lFjpnFhZxT1G"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### CLIENT"
      ],
      "metadata": {
        "id": "h-jrMODs72u9"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'client' ('id', 'name', 'address', 'client_marketing_stage_id', 'country_id', 'language_id') VALUES (1, 'Oracle', 'Oracle address', 1, 1, 1);\n",
        "''')"
      ],
      "metadata": {
        "id": "rEW_lzlYwBbU"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'client' ('id', 'name', 'address', 'client_marketing_stage_id', 'country_id', 'language_id') VALUES (2, 'Microsoft', 'Microsoft address', 2, 2, 2);\n",
        "''')"
      ],
      "metadata": {
        "id": "ypLiGWh0xYw9"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'client' ('id', 'name', 'address', 'client_marketing_stage_id', 'country_id', 'language_id') VALUES (3, 'SAP', 'SAP address', 3, 3, 3);\n",
        "''')"
      ],
      "metadata": {
        "id": "ywTo9ZsaxYmO"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'client' ('id', 'name', 'address', 'client_marketing_stage_id', 'country_id', 'language_id') VALUES (4, 'IBM', 'IBM address', 1, 4, 4);\n",
        "''')"
      ],
      "metadata": {
        "id": "Ge46_DdhxYOC"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### CLIENT_MARKETING_STAGE"
      ],
      "metadata": {
        "id": "Ew1C0wtwwH2o"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'client_marketing_stage' ('id', 'name') VALUES (1, 'Prospect');\n",
        "''')"
      ],
      "metadata": {
        "id": "z-AlrqNZwJtY"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'client_marketing_stage' ('id', 'name') VALUES (2, 'Client');\n",
        "''')"
      ],
      "metadata": {
        "id": "CMIaMv_9xfOZ"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'client_marketing_stage' ('id', 'name') VALUES (3, 'Partner');\n",
        "''')"
      ],
      "metadata": {
        "id": "0WwWksZlxfFB"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### CLIENT_TAG"
      ],
      "metadata": {
        "id": "43620Ze7wQie"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'client_tags' ('client_id', 'tags_id') VALUES (1, 1);\n",
        "''')"
      ],
      "metadata": {
        "id": "3Iel3p3TwR2r"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'client_tags' ('client_id', 'tags_id') VALUES (2, 2);\n",
        "''')"
      ],
      "metadata": {
        "id": "RxN2WvJNxlIY"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'client_tags' ('client_id', 'tags_id') VALUES (3, 3);\n",
        "''')"
      ],
      "metadata": {
        "id": "rUjoOnbMxmdi"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'client_tags' ('client_id', 'tags_id') VALUES (4, 4);\n",
        "''')"
      ],
      "metadata": {
        "id": "94LIbgXsxnpx"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### CONTACT"
      ],
      "metadata": {
        "id": "gT6v46CNwX5f"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'contact' ('id', 'name', 'role', 'client_id', 'language_id') VALUES (1, 'John', 'CEO', 1, 1);\n",
        "''')"
      ],
      "metadata": {
        "id": "ODHnDiECwZmw"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'contact' ('id', 'name', 'role', 'client_id', 'language_id') VALUES (2, 'Mary', 'CEO', 2, 2);\n",
        "''')"
      ],
      "metadata": {
        "id": "nwYR8cnhxrkU"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'contact' ('id', 'name', 'role', 'client_id', 'language_id') VALUES (3, 'Peter', 'CEO', 3, 3);\n",
        "''')"
      ],
      "metadata": {
        "id": "OzNWrhOuxtEs"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'contact' ('id', 'name', 'role', 'client_id', 'language_id') VALUES (4, 'Paul', 'CEO', 4, 4);\n",
        "''')"
      ],
      "metadata": {
        "id": "yS-MBLELxs1z"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### COUNTRY"
      ],
      "metadata": {
        "id": "xWYfSPMCwhJn"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'country' ('id', 'name', 'language_id') VALUES (1, 'United States', 1);\n",
        "''')"
      ],
      "metadata": {
        "id": "TUUbzXr2wiEY"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'country' ('id', 'name', 'language_id') VALUES (2, 'France', 2);\n",
        "''')"
      ],
      "metadata": {
        "id": "yIOEQSyjxw_T"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'country' ('id', 'name', 'language_id') VALUES (3, 'Germany', 3);\n",
        "''')"
      ],
      "metadata": {
        "id": "3asnkZejxx18"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'country' ('id', 'name', 'language_id') VALUES (4, 'Spain', 4);\n",
        "''')"
      ],
      "metadata": {
        "id": "NmWbpIz2x0QU"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### EVENT_TYPE"
      ],
      "metadata": {
        "id": "eWi9YDpQwmqt"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'event_type' ('id', 'name') VALUES (1, 'Phone Call');\n",
        "''')"
      ],
      "metadata": {
        "id": "v4Ja8ydWwnHI"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'event_type' ('id', 'name') VALUES (2, 'Meeting');\n",
        "''')"
      ],
      "metadata": {
        "id": "ShLzPzgwx2g2"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'event_type' ('id', 'name') VALUES (3, 'Email');\n",
        "''')"
      ],
      "metadata": {
        "id": "vOIiK8i1x4yT"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### EVENTS"
      ],
      "metadata": {
        "id": "VgmVPTpWwqzA"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'events' ('id', 'description', 'start', 'end', 'contact_id', 'user_id', 'event_type_id') VALUES (1, 'Phone Call', '2015-01-01', '2015-01-01', 1, 1, 1);\n",
        "''')"
      ],
      "metadata": {
        "id": "fjOaDn4WwrRZ"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'events' ('id', 'description', 'start', 'end', 'contact_id', 'user_id', 'event_type_id') VALUES (2, 'Meeting', '2015-01-01', '2015-01-01', 2, 2, 2);\n",
        "''')"
      ],
      "metadata": {
        "id": "gUMRHtpsx63z"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'events' ('id', 'description', 'start', 'end', 'contact_id', 'user_id', 'event_type_id') VALUES (3, 'Email', '2015-01-01', '2015-01-01', 3, 3, 3);\n",
        "''')"
      ],
      "metadata": {
        "id": "oFwPjJtbx8Nc"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'events' ('id', 'description', 'start', 'end', 'contact_id', 'user_id', 'event_type_id') VALUES (4, 'Phone Call', '2015-01-01', '2015-01-01', 4, 4, 1);\n",
        "''')"
      ],
      "metadata": {
        "id": "MJZjLxFdx9Ur"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### LANGUAGE"
      ],
      "metadata": {
        "id": "JCT5FJzrwufi"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'language' ('id', 'name') VALUES (1, 'English');\n",
        "''')"
      ],
      "metadata": {
        "id": "a5Co4Uo0wu9Y"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'language' ('id', 'name') VALUES (2, 'French');\n",
        "''')"
      ],
      "metadata": {
        "id": "62IpNch1yBHd"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'language' ('id', 'name') VALUES (3, 'German');\n",
        "''')"
      ],
      "metadata": {
        "id": "Ty4uiI3byCI1"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'language' ('id', 'name') VALUES (4, 'Spanish');\n",
        "''')"
      ],
      "metadata": {
        "id": "kCpr2jGmyDBv"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### LICENCE_BILL"
      ],
      "metadata": {
        "id": "xQ6yTjzGw0Ym"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'licence_bill' ('licence_folder_id', 'id', 'start', 'end', 'billing_amount', 'previous_billing_ammount', 'ispaid', 'currency') VALUES (1, 1, '2022-03-01', '2022-05-01', 100, 100, 'Y', 'USD');\n",
        "''')"
      ],
      "metadata": {
        "id": "BNuXQOY2w05L"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'licence_bill' ('licence_folder_id', 'id', 'start', 'end', 'billing_amount', 'previous_billing_ammount', 'ispaid', 'currency') VALUES (2, 2, '2017-05-01', '2020-01-01', 200, 200, 'Y', 'USD');\n",
        "''')"
      ],
      "metadata": {
        "id": "GkYeivURyF_-"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'licence_bill' ('licence_folder_id', 'id', 'start', 'end', 'billing_amount', 'previous_billing_ammount', 'ispaid', 'currency') VALUES (3, 3, '2010-09-01', '2012-01-01', 300, 300, 'Y', 'USD');\n",
        "''')"
      ],
      "metadata": {
        "id": "66v5cSvgyIOl"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'licence_bill' ('licence_folder_id', 'id', 'start', 'end', 'billing_amount', 'previous_billing_ammount', 'ispaid', 'currency') VALUES (4, 4, '2015-10-01', '2016-01-01', 400, 400, 'Y', 'USD');\n",
        "''')"
      ],
      "metadata": {
        "id": "bqpsUU-tyJ-E"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### LICENCE_FOLDER"
      ],
      "metadata": {
        "id": "KOZpAx3Cw21j"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'licence_folder' ('software_id', 'id', 'billing_quarter', 'billing_frequency', 'client_id') VALUES (1, 1, 'Q1', 'Monthly', 1);\n",
        "''')"
      ],
      "metadata": {
        "id": "vuzLYDO7w3v_"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'licence_folder' ('software_id', 'id', 'billing_quarter', 'billing_frequency', 'client_id') VALUES (2, 2, 'Q2', 'Monthly', 2);\n",
        "''')"
      ],
      "metadata": {
        "id": "9uBoPggOyMpb"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'licence_folder' ('software_id', 'id', 'billing_quarter', 'billing_frequency', 'client_id') VALUES (3, 3, 'Q3', 'Monthly', 3);\n",
        "''')"
      ],
      "metadata": {
        "id": "Vfx26IEwyN4t"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'licence_folder' ('software_id', 'id', 'billing_quarter', 'billing_frequency', 'client_id') VALUES (4, 4, 'Q4', 'Monthly', 4);\n",
        "''')"
      ],
      "metadata": {
        "id": "1hTCsLlYyPfC"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### SOFTWARE"
      ],
      "metadata": {
        "id": "L0PcznRpw7UQ"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'software' ('id', 'name', 'isonmarket') VALUES (1, 'Oracle', 'Y');\n",
        "''')"
      ],
      "metadata": {
        "id": "kX4cS8Dyw7w1"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'software' ('id', 'name', 'isonmarket') VALUES (2, 'Microsoft', 'Y');\n",
        "''')"
      ],
      "metadata": {
        "id": "Je0NvhaIyRWq"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'software' ('id', 'name', 'isonmarket') VALUES (3, 'SAP', 'Y');\n",
        "''')"
      ],
      "metadata": {
        "id": "Jf74cqIXySS7"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'software' ('id', 'name', 'isonmarket') VALUES (4, 'IBM', 'Y');\n",
        "''')"
      ],
      "metadata": {
        "id": "RjmmiV3ayTz4"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### TAGS"
      ],
      "metadata": {
        "id": "g3M0Wf2cw-fA"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'tags' ('id', 'name') VALUES (1, 'Oracle');\n",
        "''')"
      ],
      "metadata": {
        "id": "y4e6VkVCw_1f"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'tags' ('id', 'name') VALUES (2, 'Microsoft');\n",
        "''')"
      ],
      "metadata": {
        "id": "CQ6zMOhJyWff"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'tags' ('id', 'name') VALUES (3, 'SAP');\n",
        "''')"
      ],
      "metadata": {
        "id": "e4Roms_fyYHb"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'tags' ('id', 'name') VALUES (4, 'IBM');\n",
        "''')"
      ],
      "metadata": {
        "id": "Pi700RRayY7C"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### USER"
      ],
      "metadata": {
        "id": "SeTzgNWOxCTR"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'user' ('id', 'name', 'login_id', 'pass', 'department') VALUES (1, 'John', 'john', 'john', 'Sales');\n",
        "''')"
      ],
      "metadata": {
        "id": "S95rWKKKxCvi"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'user' ('id', 'name', 'login_id', 'pass', 'department') VALUES (2, 'Mary', 'mary', 'mary', 'Marketing');\n",
        "''')"
      ],
      "metadata": {
        "id": "fohXG4QJya-V"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'user' ('id', 'name', 'login_id', 'pass', 'department') VALUES (3, 'Peter', 'peter', 'peter', 'IT');\n",
        "''')"
      ],
      "metadata": {
        "id": "va3f-dsWycSf"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "r_set=my_conn.execute('''\n",
        "INSERT INTO 'user' ('id', 'name', 'login_id', 'pass', 'department') VALUES (4, 'Paul', 'paul', 'paul', 'IT');\n",
        "''')"
      ],
      "metadata": {
        "id": "k36rD1ZqydX8"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "## 4- **Using the data, checking**"
      ],
      "metadata": {
        "id": "TEGIjf5_tQ6E"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "### Printing the data ###"
      ],
      "metadata": {
        "id": "RjbxO5v9FYin"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "After filling the database, it is important to \"test\" the database's efficiency by running different type of queries."
      ],
      "metadata": {
        "id": "CRxYz0PJtXs5"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "query = \"SELECT * FROM billing_detail\"\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)"
      ],
      "metadata": {
        "id": "Y1J_V4sXEUog",
        "outputId": "cdda852e-bac2-4524-d168-800d215604fc",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(1, 100, 'Oracle', 1)\n",
            "(2, 200, 'Microsoft', 2)\n",
            "(3, 300, 'SAP', 3)\n",
            "(4, 400, 'IBM', 4)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "query = \"SELECT * FROM client\"\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)"
      ],
      "metadata": {
        "id": "EHh206-7Etly",
        "outputId": "952a9c79-24d3-47e9-a5bb-7da3ba5d4c34",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(1, 'Oracle', 'Oracle address', 1, 1, 1)\n",
            "(2, 'Microsoft', 'Microsoft address', 2, 2, 2)\n",
            "(3, 'SAP', 'SAP address', 3, 3, 3)\n",
            "(4, 'IBM', 'IBM address', 1, 4, 4)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "query = \"SELECT * FROM client_marketing_stage\"\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)"
      ],
      "metadata": {
        "id": "9XEnP4zNEtri",
        "outputId": "d075880d-18e9-4a35-b276-80f654821572",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(1, 'Prospect')\n",
            "(2, 'Client')\n",
            "(3, 'Partner')\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "query = \"SELECT * FROM client_tags\"\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)"
      ],
      "metadata": {
        "id": "NkEZjx95Etw3",
        "outputId": "3c08ef2c-9905-49e8-d369-8ed247665943",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(1, 1)\n",
            "(2, 2)\n",
            "(3, 3)\n",
            "(4, 4)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "query = \"SELECT * FROM contact\"\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)"
      ],
      "metadata": {
        "id": "ahmAqgGSE2l_",
        "outputId": "daa4d44f-5427-4978-8374-2df0deeedd95",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(1, 'John', 'CEO', 1, 1)\n",
            "(2, 'Mary', 'CEO', 2, 2)\n",
            "(3, 'Peter', 'CEO', 3, 3)\n",
            "(4, 'Paul', 'CEO', 4, 4)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "query = \"SELECT * FROM country\"\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)"
      ],
      "metadata": {
        "id": "HLMpx-rtE-Gc",
        "outputId": "09830735-dad1-4cb0-a15a-ed4a60eb2d0b",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(1, 'United States', 1)\n",
            "(2, 'France', 2)\n",
            "(3, 'Germany', 3)\n",
            "(4, 'Spain', 4)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "query = \"SELECT * FROM event_type\"\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)"
      ],
      "metadata": {
        "id": "d6E_NZDMFAhS",
        "outputId": "ad6676e6-b8b9-4d2c-d0db-0f86cd8d4381",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(1, 'Phone Call')\n",
            "(2, 'Meeting')\n",
            "(3, 'Email')\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "query = \"SELECT * FROM events\"\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)"
      ],
      "metadata": {
        "id": "umQrqkraFDU8",
        "outputId": "37cd5588-6e0e-402b-8759-d9da879c1c3b",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(1, 'Phone Call', '2015-01-01', '2015-01-01', 1, 1, 1)\n",
            "(2, 'Meeting', '2015-01-01', '2015-01-01', 2, 2, 2)\n",
            "(3, 'Email', '2015-01-01', '2015-01-01', 3, 3, 3)\n",
            "(4, 'Phone Call', '2015-01-01', '2015-01-01', 4, 4, 1)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "query = \"SELECT * FROM language\"\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)"
      ],
      "metadata": {
        "id": "O46oThVRFGHW",
        "outputId": "ec3cc4c3-6575-414c-86ec-4c3758741234",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(1, 'English')\n",
            "(2, 'French')\n",
            "(3, 'German')\n",
            "(4, 'Spanish')\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "query = \"SELECT * FROM licence_bill\"\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)"
      ],
      "metadata": {
        "id": "WaGdKLCSFIWv",
        "outputId": "8a95a591-4ed1-459c-bd92-e97a82f9f2f6",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(1, '2022-03-01', '2022-05-01', 100, 100, 'Y', 1, 'USD')\n",
            "(2, '2017-05-01', '2020-01-01', 200, 200, 'Y', 2, 'USD')\n",
            "(3, '2010-09-01', '2012-01-01', 300, 300, 'Y', 3, 'USD')\n",
            "(4, '2015-10-01', '2016-01-01', 400, 400, 'Y', 4, 'USD')\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "query = \"SELECT * FROM licence_folder\"\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)"
      ],
      "metadata": {
        "id": "FaKjDrC-FLDf",
        "outputId": "d64e2927-194c-42bf-da37-80b25151930e",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(1, 'Q1', 'Monthly', 1, 1)\n",
            "(2, 'Q2', 'Monthly', 2, 2)\n",
            "(3, 'Q3', 'Monthly', 3, 3)\n",
            "(4, 'Q4', 'Monthly', 4, 4)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "query = \"SELECT * FROM software\"\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)"
      ],
      "metadata": {
        "id": "9rr7U_RHFQMB",
        "outputId": "d87f380b-920b-4d2f-c40d-380800a29529",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(1, 'Oracle', 'Y')\n",
            "(2, 'Microsoft', 'Y')\n",
            "(3, 'SAP', 'Y')\n",
            "(4, 'IBM', 'Y')\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "query = \"SELECT * FROM tags\"\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)"
      ],
      "metadata": {
        "id": "Bosfc48EFRql",
        "outputId": "bbd79a38-e7a5-4f26-9742-7c4270e49b2d",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(1, 'Oracle')\n",
            "(2, 'Microsoft')\n",
            "(3, 'SAP')\n",
            "(4, 'IBM')\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "query = \"SELECT * FROM USER\"\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)"
      ],
      "metadata": {
        "id": "LJN1NQubtg2-",
        "outputId": "8cc0ed4d-7001-4e9b-ff15-06e2ce3814db",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(1, 'John', 'john', 'john', 'Sales')\n",
            "(2, 'Mary', 'mary', 'mary', 'Marketing')\n",
            "(3, 'Peter', 'peter', 'peter', 'IT')\n",
            "(4, 'Paul', 'paul', 'paul', 'IT')\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### Manipulating the data ###"
      ],
      "metadata": {
        "id": "tpKVkQG7FW2L"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "Now that we have our database and that we checked that our data was well structured. We can now manipulate it."
      ],
      "metadata": {
        "id": "H7cBmiyYFhcB"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "query = ('''SELECT c.country_id, c.name FROM client c\n",
        "WHERE country_id = 1 ; ''')\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)\n",
        "     "
      ],
      "metadata": {
        "id": "3S7gLZGCFy0C",
        "outputId": "e5be7e76-0ce4-4e17-e650-b9a186aed75c",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(1, 'Oracle')\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Displaying all clients with country id equal to 1. 1 is the ID for the United States of America. One client is American, Oracle."
      ],
      "metadata": {
        "id": "9zHazy0MHFD0"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "query = ('''SELECT l.billing_frequency, l.client_id FROM licence_folder l\n",
        "WHERE billing_frequency = 'Monthly' ; ''')\n",
        "my_cursor=my_conn.execute(query)\n",
        "for row in my_cursor:\n",
        "  print(row)"
      ],
      "metadata": {
        "id": "3pJmSrGtHEKG",
        "outputId": "fab5ab50-93fd-4cb0-a3ec-a9f9301ea92b",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "('Monthly', 1)\n",
            "('Monthly', 2)\n",
            "('Monthly', 3)\n",
            "('Monthly', 4)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Displaying all the clients' ID who have a billing frequency of a Month."
      ],
      "metadata": {
        "id": "oZmCsMOPIEk0"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "## 5- **Conclusion**"
      ],
      "metadata": {
        "id": "M46Af4GntmCb"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "what did we learn?\n"
      ],
      "metadata": {
        "id": "b5R-QfM2tnsC"
      }
    }
  ]
}