Begin add datasets report with excel

benchmark/scripts/be_flask.py

@@ -7,6 +7,7 @@ from benchmark.Utils import Files, Folders
 from benchmark.Arguments import EnvData
 from benchmark.ResultsBase import StubReport
 from benchmark.ResultsFiles import Excel
+from benchmark.Datasets import Datasets
 from flask import Flask
 from flask import render_template, request, redirect, url_for
 
@@ -18,6 +19,25 @@ FRAMEWORKS = "frameworks"
 TEST = "test"
 
 
+class AjaxResponse:
+    def __init__(self, success, file_name, code=200):
+        self.success = success
+        self.file_name = file_name
+        self.code = code
+
+    def to_string(self):
+        return (
+            json.dumps(
+                {
+                    "success": self.success,
+                    "file": self.file_name,
+                }
+            ),
+            self.code,
+            {"ContentType": "application/json"},
+        )
+
+
 def process_data(file_name, compare, data):
     report = StubReport(
         os.path.join(Folders.results, file_name), compare=compare
@@ -60,6 +80,20 @@ def index(compare="False"):
     )
 
 
+@app.route("/datasets/<compare>")
+def datasets(compare):
+    dt = Datasets()
+    datos = []
+    for dataset in dt:
+        datos.append(dt.get_attributes(dataset))
+    return render_template(
+        "datasets.html",
+        datasets=datos,
+        compare=compare,
+        framework=app.config[FRAMEWORK],
+    )
+
+
 @app.route("/show", methods=["post"])
 def show():
     selected_file = request.form["selected-file"]
@@ -85,6 +119,9 @@ def excel():
     selected_files = request.json["selectedFiles"]
     compare = request.json["compare"]
     book = None
+    if selected_files[0] == "datasets":
+        # Create a list of datasets
+        return AjaxResponse(True, "datasets").to_string()
     try:
         for file_name in selected_files:
             file_name_result = os.path.join(Folders.results, file_name)
@@ -102,24 +139,13 @@ def excel():
     except Exception as e:
         if book is not None:
             book.close()
-        return (
-            json.dumps(
-                {
-                    "success": False,
-                    "error": "Could not create excel file, " + str(e),
-                }
-            ),
-            200,
-            {"ContentType": "application/json"},
-        )
+        return AjaxResponse(
+            False, "Could not create excel file, " + str(e)
+        ).to_string()
     if book is not None:
         book.close()
     Files.open(file_excel, test=app.config[TEST])
-    return (
-        json.dumps({"success": True, "file": Files.be_list_excel}),
-        200,
-        {"ContentType": "application/json"},
-    )
+    return AjaxResponse(True, Files.be_list_excel).to_string()
 
 
 @app.route("/config/<framework>/<compare>")

benchmark/scripts/templates/datasets.html

@@ -0,0 +1,30 @@
+{% extends "base.html" %}
+{% if framework == "bootstrap" %}
+  {% set close_button = '<button type="button" class="btn-close btn-small" aria-label="Close" onclick="location.href = \'/index/' ~ compare ~ '\'"></button>' %}
+  {% set button_class = "btn btn-primary btn-small" %}
+  {% set h1_class = "text-center" %}
+  {% set table_class = "table table-striped table-hover table-bordered" %}
+  {% set head_class = "bg-primary text-white" %}
+  {% set text_right = "text-end" %}
+  {% set container = "container-fluid" %}
+{% else %}
+  {% set close_button = '<button class="delete is-large" onclick="location.href = \'/index/' ~ compare ~ '\'"></button>' %}
+  {% set button_class = "button is-primary is-small" %}
+  {% set h1_class = "title is-1 has-text-centered" %}
+  {% set table_class = "table is-striped is-hoverable cell-border is-bordered" %}
+  {% set head_class = "is-selected" %}
+  {% set text_right = "has-text-right" %}
+  {% set container = "container is-fluid" %}
+{% endif %}
+{% block content %}
+  <div class="{{ container }}">
+    <h1 class="{{ h1_class }}">{{ close_button|safe }} Datasets Report</h1>
+    <button class="{{ button }}" onclick="excelFiles(['datasets'], false)"><i class="mdi mdi-file-excel"></i> Excel</button>
+    {% include "partials/datasets_table.html" %}
+  </div>
+{% endblock %}
+{% block jscript %}
+  <script>
+    {% include "partials/excelFiles.js" %}
+  </script>
+{% endblock %}

benchmark/scripts/templates/partials/datasets_table.html

@@ -0,0 +1,27 @@
+{% extends "base.html" %}
+{% block content %}
+  <table class="{{ table_class }}">
+    <thead>
+      <tr class="{{ head_class }}">
+        <th class="{{ text_center }}">Dataset</th>
+        <th class="{{ text_center }}">Samples</th>
+        <th class="{{ text_center }}">Features</th>
+        <th class="{{ text_center }}">Cont. Feat.</th>
+        <th class="{{ text_center }}">Classes</th>
+        <th class="{{ text_center }}">Balance</th>
+      </tr>
+    </thead>
+    <tbody>
+      {% for dataset in datasets %}
+        <tr>
+          <td>{{ dataset.dataset }}</td>
+          <td class="{{ text_right }}">{{ "{:,}".format(dataset.samples) }}</td>
+          <td class="{{ text_right }}">{{ "{:,}".format(dataset.features) }}</td>
+          <td class="{{ text_right }}">{{ dataset.cont_features }}</td>
+          <td class="{{ text_right }}">{{ dataset.classes }}</td>
+          <td>{{ dataset.balance }}</td>
+        <tr>
+      {% endfor %}
+    </tbody>
+  </table>
+{% endblock %}

benchmark/scripts/templates/partials/excelFiles.js

@@ -0,0 +1,25 @@
+function excelFiles(selectedFiles, compare) {
+    var data = {
+        "selectedFiles": selectedFiles,
+        "compare": compare
+    };
+    // send data to server with ajax post
+    $.ajax({
+        type:'POST',
+        url:'/excel',
+        data: JSON.stringify(data),
+        contentType: "application/json",
+        dataType: 'json',
+        success: function(data){
+            if (data.success) {
+                alert("Se ha generado el archivo "+data.file);
+            } else {
+                alert(data.file);
+            }
+        },
+        error: function (xhr, ajaxOptions, thrownError) {
+            var mensaje = JSON.parse(xhr.responseText || '{\"mensaje\": \"Error indeterminado\"}');
+            alert(mensaje.mensaje);
+        }
+    });
+}

benchmark/scripts/templates/partials/report.js

@@ -18,23 +18,5 @@ $(document).ready(function () {
   function excelFile() {
     var selectedFiles = ["{{ file }}"];
     var compare = "{{ compare }}" == "True";
-    var data = {
-        "selectedFiles": selectedFiles,
-        "compare": compare
-    };
-    // send data to server with ajax post
-    $.ajax({
-        type:'POST',
-        url:'/excel',
-        data: JSON.stringify(data),
-        contentType: "application/json",
-        dataType: 'json',
-        success: function(data){
-            alert("Se ha generado el archivo "+data.file);
-        },
-        error: function (xhr, ajaxOptions, thrownError) {
-            var mensaje = JSON.parse(xhr.responseText || '{\"mensaje\": \"Error indeterminado\"}');
-            alert(mensaje.mensaje);
-        }
-    });
+    excelFiles(selectedFiles, compare)
 }

benchmark/scripts/templates/partials/select.js

@@ -55,29 +55,7 @@ function excel() {
         return;
     } 
     var compare = $("#compare").is(':checked');
-    // send data to server with ajax post
-    var data = {
-        selectedFiles: selectedFiles,
-        compare: compare
-    };
-    $.ajax({
-        type:'POST',
-        url:'/excel',
-        data: JSON.stringify(data),
-        contentType: "application/json",
-        dataType: 'json',
-        success: function(data){
-            if (data.success) {
-                alert("Se ha generado el archivo "+data.file);
-            } else {
-                alert(data.error);
-            }
-        },
-        error: function (xhr, ajaxOptions, thrownError) {
-            var mensaje = JSON.parse(xhr.responseText || '{\"message\": \"Error indeterminado\"}');
-            alert(mensaje.message);
-        }
-    });
+    excelFiles(selectedFiles, compare);
 }
 function setCheckBoxes(value) {
     var checkbox = document.getElementsByName("selected_files");
@@ -88,3 +66,6 @@ function setCheckBoxes(value) {
 function redirectIndex(candidate){
     location.href="/config/"+ candidate + "/" + $("#compare").is(':checked');
 }
+function redirectDatasets(){
+    location.href="/datasets/" + $("#compare").is(':checked');
+}

benchmark/scripts/templates/partials/table_select_design.html

@@ -5,6 +5,7 @@
             <button class="{{ button_class }}" onclick="redirectIndex('{{candidate}}')">Use {{ candidate
                 }}</button>
                 <button class="{{ button_class }}" onclick="excel()"><i class="mdi mdi-file-excel"></i> Excel</button>
+                <button class="{{ button_class }}" onclick="redirectDatasets()"><i class="mdi mdi-database-eye"></i> Datasets</button>
         </div>
         <div class={{ frtag_position }}>
             <input type="checkbox" id="compare" name="compare" {% if compare %} {{ "checked" }} {% endif %}>

benchmark/scripts/templates/report.html

@@ -20,6 +20,7 @@
     {% set selected = "is-selected" %}
   {% endif %}
   <script>
-    {% include "partials/js_report.js" %}
+    {% include "partials/report.js" %}
+    {% include "partials/excelFiles.js" %}
   </script>
 {% endblock %}

benchmark/scripts/templates/select.html

@@ -24,7 +24,7 @@
   {% set button_pre = '<span class="tag is-link is-normal" type="button" onclick="showFile(\'' %}
   {% set button_post = '\')"><i class="mdi mdi-eye"></i></span>' %}
   {% set selected = "is-selected" %}
-  {% set align_right = "text-end" %}
+  {% set align_right = "has-text-right" %}
   {% set level = "level" %}
   {% set tag_class = "tag is-info is-small" %}
   {% set container = "container is-fluid" %}
@@ -42,7 +42,8 @@
         crossorigin="anonymous"></script>
   {% endif %}
   <script>
-    {% include "partials/js_select.js" %}
+    {% include "partials/select.js" %}
+    {% include "partials/excelFiles.js" %}
   </script>
 {% endblock %}