{% extends "layout.html" %}
{% block content %}

<div class="container">
    
<div class="jumbotron p-1 m-1">
    <p class="h2"style="font-family: 'Exo', sans-serif;">File name is {{ file.filename }}</p>
</div>

<!-------Section Overview--------->
<section class="pt-2 mt-2 pb-2 mb-2">
    <div class="container">
        <div class="row">
            <div class="col-md-6 ">
                <div id="overview_s1">
                    <div class="card bg-light mb-3 shadow-2-strong " style="min-width: 20rem; ">
                        <div class="card-header font-weight-bold text-danger">Over View</div>
                        <div class="card-body">
                            <table class="table">
                                <tr>
                                    <th class="font-weight-bold">Numerical Columns</th><td class="text-capitalize font-weight-bold">{{ process.IV.TotalNumeric }}</td>
                                </tr>
                                <tr>
                                    <th class="font-weight-bold">Categorical Columns</th><td class="text-capitalize font-weight-bold">{{ process.IV.TotalCategorical }}</td>
                                </tr>
                                <tr>
                                    <th class="font-weight-bold">Rows & Columns</th> <td class="text-capitalize font-weight-bold">{{process.IV.Shape[0]}} X {{process.IV.Shape[1]}}</td>
                                </tr>
                                <tr>
                                    <th class="font-weight-bold">Drop Missing Values</th>
                                    <td class="align-items-center">
                                        <button class="btn btn-rounded btn-primary" onclick="dropna()" id='dropingall'>click</button>
                                    </td>
                                </tr>
                            </table>
                        </div>
                    </div>
                </div>
            </div>
    
            <div class="col-md-6 d-flex justify-content-center">
                <div id='overview'></div>
            </div>
            <script>plot_piechart({{ process.IV.Missing }}, {{ process.IV.Shape[0]}});</script>

        </div>
    </div>
</section>
<!-------End---------->
<hr style="border: 1px solid rgb(0, 0, 0); border-radius: 5px; color: black;">
<!-------Section Badge-------->
<section id='Sbadge' class="pe-3 me-3 ms-3 ps-3">
    <div class="container">
    <div class="row">
        <p class="h2"style="font-family: 'Exo', sans-serif;">Badge</p>
        <div class="col-md-12">
            <div id='Badge'>
                <a href="#sample" class="btn btn-round bg-success text-light m-2 p-2">Sample 5</a>
            </div>
        </div>
    </div>
</div>

</section>

<!-------End------------------>

<!--Action Center-->
<section class="pe-3 me-3 ms-3 ps-3 pt-1 pb-3 mt-1 mb-3">
    <div class="container">
        <div class="row pb-5">
            <p class="h2"style="font-family: 'Exo', sans-serif;">Action Center</p>    
        </div>

        <div class="row">
            <div class="col-md-6">
                <div id="action_btn" style="display: block;" class="d-flex justify-content-center pt-md-5">
                    <a href="/objcopyAnalysis"><button class="btn btn-primary">Analyse</button></a>
                    <a href="/advance"><button class="btn btn-light"><img src="{{ url_for('static', path='menu-outline.svg') }}"></button></a>
                </div>    
            </div>
            
            <div class="col-md-6">
                <div>
                    <select multiple="" class="ui search dropdown" id="actionSec2">
                        <option value="none" selected class="font-weight-bold"> None </option>
                    </select>
                    <br>
                    <div class="pt-md-4">
                        
                        <select  class="ui search dropdown " id="actionSec1">
                            <option value="none" selected class="font-weight-bold"> None </option>
                            <option value="drop" class="font-weight-bold">Drop</option>
                            <option value="set_numeric" class="font-weight-bold">SetColumn(Numeric)</option>
                            <option value="set_categorical" class="font-weight-bold">SetColumn(Categorical)</option>

                            <option value="scalar_standard" class="font-weight-bold">StandardScaler</option>
                        
                            <option value="scalar_minmax" class="font-weight-bold">MinMaxScaler</option>

                            <option value="fillmissing_mode" class="font-weight-bold">FillMissing(Mode)</option>
                            <option value="fillmissing_median" class="font-weight-bold">FillMissing(Median)</option>
                            <option value="fillmissing_mean" class="font-weight-bold">FillMissing(Mean)</option>
                            <option value="fillmissing_0" class="font-weight-bold">FillMissing(0)</option>
                            <option value="get_dummy" class="font-weight-bold">Get dummy(Drop 1st column)</option>
                            <option value="label_encode" class="font-weight-bold">Label Encode</option>
                        </select>
                    
                    </div>
                    <br>
                    <div class="pt-md-4">
                        <button onclick='action_main("actionSec1", "actionSec2")' class="btn btn-danger">Okay</button>
                        <a href="/view"><button class="btn btn-primary"> View Dataset</button></a>
                    </div>
                    
                </div>
            </div>
        </div>
    </div>
</section>
<script src="https://cdn.jsdelivr.net/npm/semantic-ui@2.4.2/dist/semantic.min.js"></script>
<script>$('select.dropdown').dropdown();</script>
<hr style="border: 4px solid rgb(71, 71, 71); border-radius: 5px;">
<!--End-->

<!-- Section Sample Data display-->
<section id="sample" class="p-3 m-3">
    
    <div class="container">
        <div class="jumbotron pb-2 mb-2">
            <h2 class="display-6" style="font-family: 'Exo', sans-serif;">Sample {{sample.samplesize}}</h2>
        </div>

    
        <div class="table-responsive">
            <table class="table table-striped table-hover">
                <tr class="bg-primary text-light">
                    {% for n in sample.columns %}
                        <th class="font-weight-bold text-capitalize h6">{{n}}</th>
                        <script>
                            $('<option value="{{ n }}" class="font-weight-bold" id = "{{n}}" >{{ n }}</option>').appendTo("#actionSec2");
                        </script>
                    {% endfor %}
                </tr>
                {% for n in sample.sampledata %}
                <tr>
                   {% for i in n %}
                        <td class="font-weight-bold">{{i}}</td>
                    {% endfor %} 
                </tr>
                    {% endfor %}
                <tr>
                    <td colspan="{{sample.number_of_columns}}" class="text-center font-weight-bold bg-success"> 
                        Total {{sample.length}} X {{sample.number_of_columns}}
                    </td>
                </tr>
            </table>
        </div>
    </div>

</section>
<!---------End------------>

<hr style="border: 4px solid rgb(71, 71, 71); border-radius: 5px;">
<!--------Section Quick Report--------->
{% if quick %}
<section class="p-3 m-3" id='quickreport'>
    <div class="container">
        <div class="jumbotron pb-2 mb-2">
            <h2 class="display-6" style="font-family: 'Exo', sans-serif;">Quick Statistics</h2>
        </div>

        <div class="table-responsive">
            <table class="table table-striped table-hover">

                <tr>
                    <th class="bg-success"> </th>
                    {% for n in quick.numerical_col %}
                        <th class="font-weight-bold text-capitalize bg-success">{{n}}</th>
                    {% endfor %}
                </tr>
                {% for variable, data in quick.zipped%}
                <tr>
                    <th class="font-weight-bold bg-primary text-light text-capitalize">{{ variable }}</th>
                    {% for values in data %}
                    <td>{{values}}</td>
                    {% endfor %}
                </tr>
                {% endfor %}
            </table>
        </div>

    </div>
    <script>
        $('<a href="#quickreport" class="btn btn-round bg-success text-light m-2 p-2">Quick Statistics</a>').appendTo("#Badge");
    </script>
</section>

<hr style="border: 4px solid rgb(71, 71, 71); border-radius: 5px;">
{% endif %}

<!---------End ----------->


<!-------Section Correlation-------->
{% if corr.empty %}
<section class="p-3 m-3" id="corr">
    <div class="container">
        <div class="jumbotron pb-2 mb-2">
            <h2 class="display-6" style="font-family: 'Exo', sans-serif;">Correlation Between Variables</h2>
        </div>

        <div class="row">
            <div class="col-md-1"></div>
            <div class="col-md-10">
                <div id="chart" ></div>
            </div>
            <div class="col-md-1"></div>
        </div>
    </div>
    <script> 
        $('<a href="#corr" class="btn btn-round bg-success text-light m-2 p-2">Correlation</a>').appendTo("#Badge");
        corr({{ corr.json()|tojson }}); 
    </script>
</section>
<hr style="border: 4px solid rgb(71, 71, 71); border-radius: 5px;">
{% endif %}
<!---------End---------->



<!------------Individual Numeric Variable Analysis-------------->
{% if process.IV.TotalNumeric %}
<section class="pt-3 mt-3 mb-3 pb-3" id="INVA">
    <script>
        $('<a href="#INVA" class="btn btn-round bg-success text-light m-2 p-2">Numerical Variables</a>').appendTo("#Badge");
    </script>

    <div class="container">
        <div class="jumbotron pb-2 mb-2">
            <h2 class="display-6 text-center" style="font-family: 'Exo', sans-serif; text-decoration: underline;">Individual Numerical Variable Analysis</h2>
        </div>

        {% for values in process.IV.Variables%}
        {% if values.vtype == 'numeric'%}

        <div class="jumbotron p-3 m-3" id={{values.vhtmlid[1]}}>
            <p class="h4 text-capitalize font-weight-bold" style="font-family: 'Exo', sans-serif;">{{values.vname}}</p>
        </div>

    
        <div class="row pt-4 mt-4 mb-4 pb-4">
            <div class="col-md-6 col-sm-12 col-12 col-xl-6">
                <div class="table-responsive">
                    <table class="table table-hover">
                        <tr>
                            <th class="font-weight-bold">Number of observations</th> <td>{{values.vsummary[1][0]}}</td>
                            <th class="font-weight-bold">Median</th><td>{{values.vsummary[1][5]}}</td>
                        </tr>
                        <tr>
                            <th class="font-weight-bold">Mean</th><td>{{values.vsummary[1][1]}}</td>
                            <th class="font-weight-bold">Quartile 2</th><td>{{values.vsummary[1][6]}}</td>
                        </tr>
                        <tr>
                            <th class="font-weight-bold">Standard Deviation</th><td>{{values.vsummary[1][2]}}</td>
                            <th class="font-weight-bold">Maximum</th><td>{{values.vsummary[1][7]}}</td>
                        </tr>
                        <tr>
                            <th class="font-weight-bold">Minimum</th><td>{{values.vsummary[1][3]}}</td>
                            <th class="font-weight-bold">Skewness</th><td>{{values.vsummary[1][8]}}</td>
                        </tr>
                        <tr>
                            <th class="font-weight-bold">Quartile 1</th><td>{{values.vsummary[1][4]}}</td>
                            <th class="font-weight-bold">Kurtosis</th><td>{{values.vsummary[1][9]}}</td>
                        </tr>
                    </table>
                </div>
                
            </div>

            <div class="col-md-6 col-sm-12 col-12 col-xl-6 d-flex justify-content-center pt-3">
                <div class="card bg-danger" id="card">
                    <div class="card-header text-white">Note</div>
                    <div class="card-body table-responsive">
                        <table class="table text-white">
                            <tr>
                                <th>Variable Name: </th> <td class="text-capitalize">{{ values.vname }}</td>
                            </tr>
                            <tr>
                                <th>Variable Type: </th> <td class="text-capitalize"> {{ values.vtype }}</td>
                            </tr>

                            <tr>
                                <th>Total Missing: </th> <td class="text-capitalize"> {{ values.vmissing[0] }}</td>
                            </tr>

                            <tr>
                                <th>Missing Percentage</th> <td> {{ values.vmissing[1]}}</td>   
                            </tr>
                        </table>
                    </div>
                </div>
            </div>
        </div>
        <!------------Box plot Visualising here------------->
        <div class="row pt-4 mt-4 mb-3 pb-4">
            <div class="col-md-6 col-sm-12 col-12 col-xl-6">
                <div id="{{ values.vhtmlid[1]+'box' }}"></div>
            </div>
        <!------------Box plot Visualising finish------------->

        <!------------Distribution Visualising finish------------->
            <div class="col-md-6 col-12 col-sm-12 col-xl-6">
                <div id="{{ values.vhtmlid[1]+'dis' }}"></div>
            </div>
        <!------------Distribution plot Visualising finish------------->

            <script>
            boxplot({{values.boxplot_json()|tojson}}, "{{ values.vhtmlid[0]+'box' }}");                
            distribution({{values.distribution_json()|tojson}}, "{{ values.vhtmlid[0]+'dis' }}", "{{ values.vname }}");
            
            // <!------------Badge Setting------------->        
            $("<a href='{{values.vhtmlid[0]}}' class='btn btn-round bg-secondary text-light m-2 p-2'>{{values.vname}}<span class='badge bg-danger ms-2'>{{ values.vmissing[0] }}</span></a>").appendTo("#Badge");

            // <!------------ Badge Seted ------------->
            
            </script>
       
        </div>

        <!--------------Action Center-------------->
        <div class="jumbotron pt-1 pb-2">
            <p class="h5 text-capitalize font-weight-bold" style="font-family: 'Exo', sans-serif;">Action Center</p>
        </div>

        <div class="row">
            <div class="col-md-12">

                <div class="row row-cols-lg-auto g-3 align-items-center">              
                    <div class="col-12">
                      <select class="select form-select" id="{{values.vname+'form'}}">
                        <option value="none" selected class="font-weight-bold"> None </option>
                        <option value="drop" class="font-weight-bold">Drop</option>
                        <option value="set_numeric" class="font-weight-bold">SetColumn(Numeric)</option>
                        <option value="set_categorical" class="font-weight-bold">SetColumn(Categorical)</option>

                        <option value="scalar_standard" class="font-weight-bold">StandardScaler</option>
                        
                        <option value="scalar_minmax" class="font-weight-bold">MinMaxScaler</option>

                        <option value="fillmissing_mode" class="font-weight-bold">FillMissing(Mode)</option>
                        <option value="fillmissing_median" class="font-weight-bold">FillMissing(Median)</option>
                        <option value="fillmissing_mean" class="font-weight-bold">FillMissing(Mean)</option>
                        <option value="fillmissing_0" class="font-weight-bold">FillMissing(0)</option>
                      </select>
                    </div>
                  
                    <div class="col-12" id="{{values.vname+'button'}}">
                        <button onclick='action_center("{{values.vname}}")' class="btn btn-danger btn-rounded">Okay</button>
                    </div>
                </div>

            </div>
            <div class="col-md-12 col-sm-12 col-xl-12 col-12 pt-4">
                <div class="d-flex align-items-center">
                    <a href="/view"><button class="btn btn-primary btn-rounded"> View Dataset</button></a>
                </div>
            </div>
        </div>
        <!--------------End Action Center-------------->
        <hr style="border: 1px solid rgb(0, 0, 0); border-radius: 5px; color: black;">
    
        
        {% endif %}
        {% endfor %}

    </div>
</section>
{% endif %}


<!-----------End------------->

<!------------Individual Categorical Variable Analysis-------------->
{% if process.IV.TotalCategorical %}
<section class="pt-3 mt-4 mb-3 pb-3" id="ICVA">
    <script>
        $('<a href="#ICVA" class="btn btn-round bg-success text-light m-2 p-2">Categorical Variables</a>').appendTo("#Badge");
    </script>
    <div class="container">
        <div class="jumbotron pb-2 mb-2">
            <h2 class="display-6 text-center" style="font-family: 'Exo', sans-serif; text-decoration: underline;">Individual Categorical Variable Analysis</h2>
        </div>

        {% for values in process.IV.Variables%}
        {% if values.vtype == 'categorical'%}

        <div class="jumbotron p-3 m-3" id={{values.vhtmlid[1]}}>
            <p class="h4 text-capitalize font-weight-bold" style="font-family: 'Exo', sans-serif;">{{ values.vname }}</p>
        </div>
        

        <div class="row pt-4 mt-4 pb-4 mb-4">
            <div class="col-md-6 col-sm-12 col-12 col-xl-6 table-responsive">
                <table class="table table-hover">
                    <tr>
                        <th class="font-weight-bold">Number of observations</th> <td>{{ values.vsummary[1][0] }}</td>
                    </tr>

                    <tr>
                        <th class="font-weight-bold">Number of unique values</th><td>{{ values.vsummary[1][1] }}</td>
                    </tr>

                    <tr>
                        <th class="font-weight-bold">Highest occuring values</th><td>{{ values.vsummary[1][2] }}</td>
                    </tr>

                    <tr class="bg-danger text-light">
                        <th class="font-weight-bold">Total Missing {{ values.vmissing[1]}}%</th><td>{{ values.vmissing[0]}}</td>
                    </tr>

                </table>
            </div>

            <div class="col-md-6 col-sm-12 col-12 col-xl-6 d-flex justify-content-center">
                <div class="card bg-success" style="max-width: 20rem; max-height: 17rem;">
                    <div class="card-header text-white font-weight-bold">Most Common observations</div>
                    <div class="card-body">
                        <table class="table text-white">
                            <tr>
                                <th>{{ values.vmostcommon[0][0] }}</th> <td class="text-capitalize">{{ values.vmostcommon[1][0] }}</td>
                            </tr>
                            <tr>
                                <th>{{ values.vmostcommon[0][1] }}</th> <td class="text-capitalize">{{ values.vmostcommon[1][1] }}</td>
                            </tr>
                        </table>
                    </div>
                </div>
            </div>
        </div>

        <!------------BarPlot Visualising here------------->

        <div class="col-md-6">
            <div id="{{ values.vhtmlid[1]+'bar' }}"></div>     
        </div> <!------------BarPlot Visualising finish------------->
        
        <script>
                $('<a href="{{values.vhtmlid[0]}}" class="btn btn-round bg-warning text-light m-2 p-2">{{values.vname}}<span class="badge bg-danger ms-2">{{ values.vmissing[0] }}</span></a>').appendTo("#Badge");
                chartbar({{ values.barplot_json()|tojson }}, "{{ values.vhtmlid[0]+'bar' }}");
        </script>
       
        <!--------------Action Center-------------->
        <div class="jumbotron pt-1 pb-2">
            <p class="h5 text-capitalize font-weight-bold" style="font-family: 'Exo', sans-serif;">Action Center</p>
        </div>

        <div class="row">
            <div class="col-md-12">

                <div class="row row-cols-lg-auto g-3 align-items-center">              
                    <div class="col-12">
                      <select class="select form-select" id="{{values.vname+'form'}}">
                        <option value="none" selected class="font-weight-bold"> None </option>
                        <option value="drop" class="font-weight-bold">Drop</option>
                        <option value="get_dummy" class="font-weight-bold">Get dummy(Drop 1st column)</option>
                        <option value="set_numeric" class="font-weight-bold">SetColumn(Numeric)</option>
                        <option value="set_categorical" class="font-weight-bold">SetColumn(Categorical)</option>
                        <option value="label_encode" class="font-weight-bold">Label Encode</option>
                        <option value="fillmissing_mode" class="font-weight-bold">FillMissing(Mode)</option>
                      </select>
                    </div>
                  
                    <div class="col-12" id="{{values.vname+'button'}}" style="display: block;">
                        <button onclick='action_center("{{values.vname}}")' class="btn btn-danger btn-rounded">Okay</button>
                    </div>
                </div>

            </div>
            <div class="col-md-12 col-sm-12 col-xl-12 col-12 pt-4">
                <div class="d-flex align-items-center">
                    <a href="/view"><button class="btn btn-primary btn-rounded"> View Dataset</button></a>
                </div>
            </div>
        </div>
        <!--------------End Action Center-------------->

        <hr style="border: 1px solid rgb(0, 0, 0); border-radius: 5px; color: black;">
        

    
        {% endif %}
        {% endfor %}

    </div>
</section>
{% endif %}
<!-----------End------------->
</div>

{% endblock %}