mirror of
https://github.com/Doctorado-ML/beflask.git
synced 2025-08-15 15:15:52 +00:00
solve report and compare
This commit is contained in:
BIN
app/app.db
BIN
app/app.db
Binary file not shown.
@@ -17,10 +17,3 @@ class Config(object):
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"DATABASE_URL"
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) or "sqlite:///" + os.path.join(basedir, "app.db")
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SQLALCHEMY_TRACK_MODIFICATIONS = False
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@staticmethod
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def save():
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with open(dotenv_file, "w") as f:
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f.write("FRAMEWORK=" + Config.FRAMEWORK + "\n")
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f.write("OUTPUT=" + Config.OUTPUT + "\n")
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f.write("COMPARE=" + str(Config.COMPARE) + "\n")
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@@ -7,6 +7,7 @@ from flask_login import current_user
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from flask import Blueprint, current_app, send_file
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from flask import render_template, current_app, request, redirect, url_for
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from flask_login import login_required
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from ..config import Config
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# import shutil
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# import xlsxwriter
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@@ -15,6 +16,25 @@ from flask_login import login_required
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results = Blueprint("results", __name__, template_folder="templates")
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class AjaxResponse:
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def __init__(self, success, file_name, code=200):
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self.success = success
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self.file_name = file_name
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self.code = code
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def to_string(self):
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return (
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json.dumps(
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{
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"success": self.success,
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"file": self.file_name,
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}
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),
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self.code,
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{"ContentType": "application/json"},
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)
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@results.route("/select")
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@login_required
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def select(compare="False"):
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@@ -63,6 +83,13 @@ def best(file_name):
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return render_template("datasets.html", datasets=datos)
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@results.route("/set_compare", methods=["POST"])
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def set_compare():
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compare = request.json["compare"]
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current_app.config.update(COMPARE=compare)
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return AjaxResponse(True, "Ok").to_string()
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@results.route("/report/<file_name>")
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@login_required
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def report(file_name):
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@@ -70,17 +97,14 @@ def report(file_name):
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with open(os.path.join(Folders.results, file_name)) as f:
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data = json.load(f)
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try:
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compare = current_app.config["COMPARE"]
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summary = process_data(file_name, compare, data)
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summary = process_data(file_name, current_app.config["COMPARE"], data)
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except Exception as e:
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return render_template("error.html", message=str(e), compare=compare)
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return render_template("error.html", message=str(e))
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return render_template(
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"report.html",
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data=data,
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file=file_name,
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summary=summary,
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framework=current_app.config["FRAMEWORK"],
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back=back,
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)
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110
app/results/templates/_table_report.html
Normal file
110
app/results/templates/_table_report.html
Normal file
@@ -0,0 +1,110 @@
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<div id="app">
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<section class="section">
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<div class="container-fluid">
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<div>
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<table class="table table-bordered bg-light">
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<thead>
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<tr class="bg-info text-white">
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<th class="text-center">Platform</th>
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<th class="text-center">Model</th>
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<th class="text-center">Date</th>
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<th class="text-center">Time</th>
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{% if data.duration > 7200 %}
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{% set unit = "h" %}
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{% set divider = 3600 %}
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{% else %}
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{% set unit = "min" %}
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{% set divider = 60 %}
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{% endif %}
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<th class="text-center">Duration ({{ unit }})</th>
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<th class="text-center">Stratified</th>
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<th class="text-center">Discretized</th>
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<th class="text-center"># Folds</th>
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</tr>
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<tr>
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<th class="text-center">{{ data.platform }}</th>
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<th class="text-center">{{ data.model }} {{ data.version }}</th>
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<th class="text-center">{{ data.date }}</th>
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<th class="text-center">{{ data.time }}</th>
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<th class="text-center">{{ "%.2f" % (data.duration/divider) }}</th>
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<th class="text-center">{{ data.stratified }}</th>
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<th class="text-center">{{ data.discretized }}</th>
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<th class="text-center">{{ data.folds }}</th>
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</tr>
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<tr>
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<th class="text-center bg-info text-white">Language</th>
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<th class="text-center" colspan=3>{{ data.language }} {{ data.language_version }}</th>
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<th class="text-center bg-info text-white">Seeds</th>
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<th class="text-center" colspan=6>{{ data.seeds }}</th>
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</tr>
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</thead>
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</table>
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<div>
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<button class="{{ button }}" onclick="excelFile()">
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<i class="mdi mdi-file-excel"></i> Excel
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</button>
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</div>
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<table id="report-table"
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class="table table-striped table-hover table-bordered bg-light">
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<thead>
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<tr class="bg-primary text-white">
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<th class="text-center">Dataset</th>
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<th class="text-center">Samples</th>
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<th class="text-center">Features</th>
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<th class="text-center">Classes</th>
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<th class="text-center">Nodes</th>
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<th class="text-center">{{ data.score_name|capitalize }}</th>
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<th class="text-center">Time</th>
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<th class="text-center">hyperparameters</th>
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</tr>
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</thead>
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<tbody>
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{% for item in data.results %}
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<tr>
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<td>{{ item.dataset }}</td>
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<td class="{{ right }}">{{ '{:,}'.format(item.samples) }}</td>
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<td class="{{ right }}">{{"%d" % item.features}}</td>
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<td class="{{ right }}">{{"%d" % item.classes}}</td>
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<td class="{{ right }}">{{ '{:,.2f}'.format(item.nodes) }}</td>
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<td class="{{ right }}">{{"%.6f±%.4f" % (item.score, item.score_std)}} {{ item.symbol|safe }}</td>
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<td class="{{ right }}">{{"%.6f±%.4f" % (item.time, item.time_std)}}</td>
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<td class="{{ center }}">{{ item.hyperparameters }}</td>
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</tr>
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{% endfor %}
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</tbody>
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</table>
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{% if summary|length > 0 %}
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<div class="col-4 col-lg-4">
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<table class="table table-bordered bg-light">
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<thead>
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<tr>
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<th class="text-center bg-primary text-white">Symbol</th>
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<th class="text-center bg-primary text-white">Meaning</th>
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<th class="text-center bg-primary text-white">Count</th>
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</tr>
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</thead>
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<tbody>
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{% for key, value in summary.items() %}
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<tr>
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<td class="{{ center }}">{{ key }}</td>
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<td>{{ value[0] }}</td>
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<td class={{ right }}>
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{{ '{:,}'.format(value[1]) }}
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</td>
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</tr>
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</tbody>
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{% endfor %}
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</table>
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</div>
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{% endif %}
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<h7>
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<b>
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Total score: {{ "%.6f" % (data.results | sum(attribute="score") ) }}
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</b>
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</h7>
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<h7>
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Number of files: {{ data.results | length }}
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</h7>
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</div>
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</section>
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</div>
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@@ -41,11 +41,11 @@
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<td>
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{% set file_best = "best_results_" ~ parts[1] ~ "_" ~ parts[2] ~ ".json" %}
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<button class="btn btn-primary btn-small"
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onclick="{{ url_for("results.report", file_name=file) }}">
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onclick='location.href="{{ url_for("results.report", file_name=file) }}"'>
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<i class="mdi mdi-table-eye"></i>
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</button>
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<button class="btn btn-primary btn-small"
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onclick="{{ url_for("results.best", file_name=file_best) }}"
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onclick='location.href="{{ url_for("results.best", file_name=file_best) }}"'
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hidden="true"
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name="best_buttons">
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<i class="mdi mdi-star-circle-outline"></i>
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246
app/results/templates/error.html
Normal file
246
app/results/templates/error.html
Normal file
@@ -0,0 +1,246 @@
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<!DOCTYPE html>
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<html>
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<head>
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<title>Error</title>
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<style>@import url(https://fonts.googleapis.com/css?family=opensans:500);
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body{
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background: #33cc99;
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color:#fff;
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font-family: 'Open Sans', sans-serif;
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max-height:700px;
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overflow: hidden;
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}
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.c{
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text-align: center;
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display: block;
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position: relative;
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width:80%;
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margin:100px auto;
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}
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._404{
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font-size: 220px;
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position: relative;
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display: inline-block;
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z-index: 2;
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height: 250px;
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letter-spacing: 15px;
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}
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._1{
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text-align:center;
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display:block;
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position:relative;
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letter-spacing: 12px;
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font-size: 4em;
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line-height: 80%;
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}
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._2{
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text-align:center;
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display:block;
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position: relative;
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font-size: 20px;
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}
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.text{
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font-size: 70px;
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text-align: center;
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position: relative;
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display: inline-block;
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margin: 19px 0px 0px 0px;
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/* top: 256.301px; */
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z-index: 3;
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width: 100%;
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line-height: 1.2em;
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display: inline-block;
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}
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.btn{
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background-color: rgb( 255, 255, 255 );
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position: relative;
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display: inline-block;
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width: 358px;
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padding: 5px;
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z-index: 5;
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font-size: 25px;
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margin:0 auto;
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color:#33cc99;
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text-decoration: none;
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margin-right: 10px
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}
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.right{
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float:right;
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width:60%;
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}
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hr{
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padding: 0;
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border: none;
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border-top: 5px solid #fff;
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color: #fff;
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text-align: center;
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margin: 0px auto;
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width: 420px;
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height:10px;
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z-index: -10;
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}
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hr:after {
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content: "\2022";
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display: inline-block;
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position: relative;
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top: -0.75em;
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font-size: 2em;
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padding: 0 0.2em;
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background: #33cc99;
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}
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.cloud {
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width: 350px; height: 120px;
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background: #FFF;
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background: linear-gradient(top, #FFF 100%);
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background: -webkit-linear-gradient(top, #FFF 100%);
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background: -moz-linear-gradient(top, #FFF 100%);
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background: -ms-linear-gradient(top, #FFF 100%);
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background: -o-linear-gradient(top, #FFF 100%);
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border-radius: 100px;
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-webkit-border-radius: 100px;
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-moz-border-radius: 100px;
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position: absolute;
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margin: 120px auto 20px;
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z-index:-1;
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transition: ease 1s;
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}
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.cloud:after, .cloud:before {
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content: '';
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position: absolute;
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background: #FFF;
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z-index: -1
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}
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.cloud:after {
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width: 100px; height: 100px;
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top: -50px; left: 50px;
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border-radius: 100px;
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-webkit-border-radius: 100px;
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-moz-border-radius: 100px;
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}
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.cloud:before {
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width: 180px; height: 180px;
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top: -90px; right: 50px;
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border-radius: 200px;
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-webkit-border-radius: 200px;
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-moz-border-radius: 200px;
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}
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.x1 {
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top:-50px;
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left:100px;
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-webkit-transform: scale(0.3);
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-moz-transform: scale(0.3);
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transform: scale(0.3);
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opacity: 0.9;
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-webkit-animation: moveclouds 15s linear infinite;
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-moz-animation: moveclouds 15s linear infinite;
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-o-animation: moveclouds 15s linear infinite;
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}
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.x1_5{
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top:-80px;
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left:250px;
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-webkit-transform: scale(0.3);
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-moz-transform: scale(0.3);
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transform: scale(0.3);
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-webkit-animation: moveclouds 17s linear infinite;
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-moz-animation: moveclouds 17s linear infinite;
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-o-animation: moveclouds 17s linear infinite;
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}
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|
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.x2 {
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left: 250px;
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top:30px;
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-webkit-transform: scale(0.6);
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-moz-transform: scale(0.6);
|
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transform: scale(0.6);
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opacity: 0.6;
|
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-webkit-animation: moveclouds 25s linear infinite;
|
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-moz-animation: moveclouds 25s linear infinite;
|
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-o-animation: moveclouds 25s linear infinite;
|
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}
|
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|
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.x3 {
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left: 250px; bottom: -70px;
|
||||
|
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-webkit-transform: scale(0.6);
|
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-moz-transform: scale(0.6);
|
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transform: scale(0.6);
|
||||
opacity: 0.8;
|
||||
|
||||
-webkit-animation: moveclouds 25s linear infinite;
|
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-moz-animation: moveclouds 25s linear infinite;
|
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-o-animation: moveclouds 25s linear infinite;
|
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}
|
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|
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.x4 {
|
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left: 470px; botttom: 20px;
|
||||
|
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-webkit-transform: scale(0.75);
|
||||
-moz-transform: scale(0.75);
|
||||
transform: scale(0.75);
|
||||
opacity: 0.75;
|
||||
|
||||
-webkit-animation: moveclouds 18s linear infinite;
|
||||
-moz-animation: moveclouds 18s linear infinite;
|
||||
-o-animation: moveclouds 18s linear infinite;
|
||||
}
|
||||
|
||||
.x5 {
|
||||
left: 200px; top: 300px;
|
||||
|
||||
-webkit-transform: scale(0.5);
|
||||
-moz-transform: scale(0.5);
|
||||
transform: scale(0.5);
|
||||
opacity: 0.8;
|
||||
|
||||
-webkit-animation: moveclouds 20s linear infinite;
|
||||
-moz-animation: moveclouds 20s linear infinite;
|
||||
-o-animation: moveclouds 20s linear infinite;
|
||||
}
|
||||
|
||||
@-webkit-keyframes moveclouds {
|
||||
0% {margin-left: 1000px;}
|
||||
100% {margin-left: -1000px;}
|
||||
}
|
||||
@-moz-keyframes moveclouds {
|
||||
0% {margin-left: 1000px;}
|
||||
100% {margin-left: -1000px;}
|
||||
}
|
||||
@-o-keyframes moveclouds {
|
||||
0% {margin-left: 1000px;}
|
||||
100% {margin-left: -1000px;}
|
||||
}
|
||||
</style>
|
||||
</head>
|
||||
<body>
|
||||
<div id="clouds">
|
||||
<div class="cloud x1"></div>
|
||||
<div class="cloud x1_5"></div>
|
||||
<div class="cloud x2"></div>
|
||||
<div class="cloud x3"></div>
|
||||
<div class="cloud x4"></div>
|
||||
<div class="cloud x5"></div>
|
||||
</div>
|
||||
<div class='c'>
|
||||
<div class='_404'>Error</div>
|
||||
<hr>
|
||||
<div class='_1'>{{ message }}</div>
|
||||
<!--<div class='_2'>WAS NOT FOUND</div>-->
|
||||
<a class='btn' href='/'>Go Back</a>
|
||||
</div>
|
||||
</body>
|
||||
</html>
|
||||
8
app/results/templates/report.html
Normal file
8
app/results/templates/report.html
Normal file
@@ -0,0 +1,8 @@
|
||||
{% extends "base.html" %}
|
||||
{% block content %}
|
||||
{% include "_table_report.html" %}
|
||||
{% endblock %}
|
||||
{% block jscript %}
|
||||
{{ super() }}
|
||||
{#<script src="{{ url_for('static', filename="js/report.js") }}"></script>#}
|
||||
{% endblock %}
|
||||
@@ -40,33 +40,38 @@ $(document).ready(function () {
|
||||
$(document).ajaxStop(function () {
|
||||
$("body").removeClass("ajaxLoading");
|
||||
});
|
||||
$('#compare').change(function() {
|
||||
enable_disable_best_buttons();
|
||||
$('#compare').change(function () {
|
||||
$.ajax({
|
||||
type:'POST',
|
||||
url:'/results/set_compare',
|
||||
data: JSON.stringify({"compare": $("#compare").is(":checked")}),
|
||||
contentType: "application/json",
|
||||
dataType: 'json',
|
||||
success: function(data){
|
||||
if (data.success) {
|
||||
enable_disable_best_buttons();
|
||||
} else {
|
||||
alert(data.file);
|
||||
}
|
||||
},
|
||||
error: function (XMLHttpRequest, textStatus, errorThrown) {
|
||||
alert(XMLHttpRequest.responseText);
|
||||
}
|
||||
});
|
||||
});
|
||||
enable_disable_best_buttons();
|
||||
});
|
||||
function enable_disable_best_buttons(){
|
||||
if ($('#compare').is(':checked')) {
|
||||
$("[name='best_buttons']").addClass("tag is-link is-normal");
|
||||
$("[name='best_buttons']").removeAttr("hidden");
|
||||
$("[name='best_buttons']").removeAttr("hidden");
|
||||
} else {
|
||||
$("[name='best_buttons']").removeClass("tag is-link is-normal");
|
||||
$("[name='best_buttons']").attr("hidden", true);
|
||||
}
|
||||
}
|
||||
function showFile(selectedFile) {
|
||||
var form = $(
|
||||
'<form action="/show" method="post">' +
|
||||
'<input type="hidden" name="selected-file" value="' +
|
||||
selectedFile +
|
||||
'" />' +
|
||||
'<input type="hidden" name="compare" value=' +
|
||||
$("#compare").is(":checked") +
|
||||
" />" +
|
||||
"</form>"
|
||||
);
|
||||
$("body").append(form);
|
||||
form.submit();
|
||||
location.href = "/results/show/" + selectedFile;
|
||||
}
|
||||
function excel() {
|
||||
var checkbox = document.getElementsByName("selected_files");
|
||||
|
||||
Reference in New Issue
Block a user