mirror of
https://github.com/Doctorado-ML/beflask.git
synced 2025-08-16 15:45:51 +00:00
Begin with model
This commit is contained in:
45
app/results/main.py
Normal file
45
app/results/main.py
Normal file
@@ -0,0 +1,45 @@
|
||||
import os
|
||||
from benchmark.Utils import Files, Folders
|
||||
from benchmark.ResultsBase import StubReport
|
||||
from flask import Blueprint, current_app, send_file
|
||||
from flask import render_template, current_app, request, redirect, url_for
|
||||
from flask_login import login_required
|
||||
|
||||
# import json
|
||||
# import shutil
|
||||
# import xlsxwriter
|
||||
# from benchmark.ResultsFiles import Excel, ReportDatasets
|
||||
# from benchmark.Datasets import Datasets
|
||||
|
||||
results = Blueprint("results", __name__, template_folder="templates")
|
||||
|
||||
|
||||
@results.route("/select")
|
||||
@login_required
|
||||
def select(compare="False"):
|
||||
# Get a list of files in a directory
|
||||
files = {}
|
||||
names = Files.get_all_results(hidden=False)
|
||||
for name in names:
|
||||
report = StubReport(os.path.join(Folders.results, name))
|
||||
report.report()
|
||||
files[name] = {
|
||||
"duration": report.duration,
|
||||
"score": report.score,
|
||||
"title": report.title,
|
||||
}
|
||||
candidate = current_app.config["FRAMEWORKS"].copy()
|
||||
candidate.remove(current_app.config["FRAMEWORK"])
|
||||
return render_template(
|
||||
"select.html",
|
||||
files=files,
|
||||
candidate=candidate[0],
|
||||
framework=current_app.config["FRAMEWORK"],
|
||||
compare=compare.capitalize() == "True",
|
||||
)
|
||||
|
||||
|
||||
@results.route("/datasets")
|
||||
@login_required
|
||||
def datasets(compare="False"):
|
||||
return render_template("test.html")
|
||||
212
app/results/results.ant.py
Normal file
212
app/results/results.ant.py
Normal file
@@ -0,0 +1,212 @@
|
||||
#!/usr/bin/env python
|
||||
# import os
|
||||
# import json
|
||||
# import shutil
|
||||
# import xlsxwriter
|
||||
# from benchmark.Utils import Files, Folders
|
||||
# from benchmark.Arguments import EnvData
|
||||
# from benchmark.ResultsBase import StubReport
|
||||
# from benchmark.ResultsFiles import Excel, ReportDatasets
|
||||
# from benchmark.Datasets import Datasets
|
||||
# from flask import Blueprint, current_app, send_file
|
||||
# from flask import render_template, request, redirect, url_for
|
||||
from flask import Blueprint, render_template
|
||||
|
||||
|
||||
results = Blueprint("results", __name__, template_folder="results")
|
||||
# FRAMEWORK = "framework"
|
||||
# FRAMEWORKS = "frameworks"
|
||||
# OUTPUT = "output"
|
||||
# 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,
|
||||
# "output": current_app.config[OUTPUT],
|
||||
# }
|
||||
# ),
|
||||
# self.code,
|
||||
# {"ContentType": "application/json"},
|
||||
# )
|
||||
|
||||
|
||||
# def process_data(file_name, compare, data):
|
||||
# report = StubReport(
|
||||
# os.path.join(Folders.results, file_name), compare=compare
|
||||
# )
|
||||
# new_list = []
|
||||
# for result in data["results"]:
|
||||
# symbol = report._compute_status(result["dataset"], result["score"])
|
||||
# result["symbol"] = symbol if symbol != " " else " "
|
||||
# new_list.append(result)
|
||||
# data["results"] = new_list
|
||||
# # Compute summary with explanation of symbols
|
||||
# summary = {}
|
||||
# for key, value in report._compare_totals.items():
|
||||
# summary[key] = (report._status_meaning(key), value)
|
||||
# return summary
|
||||
|
||||
|
||||
@results.route("/results/<compare>")
|
||||
def results(compare="False"):
|
||||
# # Get a list of files in a directory
|
||||
# files = {}
|
||||
# names = Files.get_all_results(hidden=False)
|
||||
# for name in names:
|
||||
# report = StubReport(os.path.join(Folders.results, name))
|
||||
# report.report()
|
||||
# files[name] = {
|
||||
# "duration": report.duration,
|
||||
# "score": report.score,
|
||||
# "title": report.title,
|
||||
# }
|
||||
# candidate = current_app.config[FRAMEWORKS].copy()
|
||||
# candidate.remove(current_app.config[FRAMEWORK])
|
||||
# return render_template(
|
||||
# "select.html",
|
||||
# files=files,
|
||||
# candidate=candidate[0],
|
||||
# framework=current_app.config[FRAMEWORK],
|
||||
# compare=compare.capitalize() == "True",
|
||||
# )
|
||||
return render_template("test.html")
|
||||
|
||||
|
||||
"""
|
||||
@results.route("/datasets/<compare>")
|
||||
@results.route("datasets")
|
||||
def datasets(compare=False):
|
||||
dt = Datasets()
|
||||
datos = []
|
||||
for dataset in dt:
|
||||
datos.append(dt.get_attributes(dataset))
|
||||
return render_template(
|
||||
"datasets.html",
|
||||
datasets=datos,
|
||||
compare=compare,
|
||||
framework=current_app.config[FRAMEWORK],
|
||||
)
|
||||
|
||||
|
||||
@results.route("/showfile/<file_name>/<compare>")
|
||||
def showfile(file_name, compare, back=None):
|
||||
compare = compare.capitalize() == "True"
|
||||
back = request.args["url"] if back is None else back
|
||||
print(f"back [{back}]")
|
||||
with open(os.path.join(Folders.results, file_name)) as f:
|
||||
data = json.load(f)
|
||||
try:
|
||||
summary = process_data(file_name, compare, data)
|
||||
except Exception as e:
|
||||
return render_template("error.html", message=str(e), compare=compare)
|
||||
return render_template(
|
||||
"report.html",
|
||||
data=data,
|
||||
file=file_name,
|
||||
summary=summary,
|
||||
framework=current_app.config[FRAMEWORK],
|
||||
back=back,
|
||||
)
|
||||
|
||||
|
||||
@results.route("/show", methods=["post"])
|
||||
def show():
|
||||
selected_file = request.form["selected-file"]
|
||||
compare = request.form["compare"]
|
||||
return showfile(
|
||||
file_name=selected_file,
|
||||
compare=compare,
|
||||
back=url_for(
|
||||
"main.index", compare=compare, output=current_app.config[OUTPUT]
|
||||
),
|
||||
)
|
||||
|
||||
|
||||
@results.route("/excel", methods=["post"])
|
||||
def excel():
|
||||
selected_files = request.json["selectedFiles"]
|
||||
compare = request.json["compare"]
|
||||
book = None
|
||||
if selected_files[0] == "datasets":
|
||||
# Create a list of datasets
|
||||
report = ReportDatasets(excel=True, output=False)
|
||||
report.report()
|
||||
excel_name = os.path.join(Folders.excel, Files.datasets_report_excel)
|
||||
if current_app.config[OUTPUT] == "local":
|
||||
Files.open(excel_name, test=current_app.config[TEST])
|
||||
return AjaxResponse(True, Files.datasets_report_excel).to_string()
|
||||
try:
|
||||
for file_name in selected_files:
|
||||
file_name_result = os.path.join(Folders.results, file_name)
|
||||
if book is None:
|
||||
file_excel = os.path.join(Folders.excel, Files.be_list_excel)
|
||||
book = xlsxwriter.Workbook(
|
||||
file_excel, {"nan_inf_to_errors": True}
|
||||
)
|
||||
excel = Excel(
|
||||
file_name=file_name_result,
|
||||
book=book,
|
||||
compare=compare,
|
||||
)
|
||||
excel.report()
|
||||
except Exception as e:
|
||||
if book is not None:
|
||||
book.close()
|
||||
return AjaxResponse(
|
||||
False, "Could not create excel file, " + str(e)
|
||||
).to_string()
|
||||
if book is not None:
|
||||
book.close()
|
||||
if current_app.config[OUTPUT] == "local":
|
||||
Files.open(file_excel, test=current_app.config[TEST])
|
||||
return AjaxResponse(True, Files.be_list_excel).to_string()
|
||||
|
||||
|
||||
@results.route("/download/<file_name>")
|
||||
def download(file_name):
|
||||
src = os.path.join(Folders.current, Folders.excel, file_name)
|
||||
dest = os.path.join(
|
||||
Folders.src(), "scripts", "app", "static", "excel", file_name
|
||||
)
|
||||
shutil.copyfile(src, dest)
|
||||
return send_file(dest, as_attachment=True)
|
||||
|
||||
|
||||
@results.route("/config/<framework>/<compare>")
|
||||
def config(framework, compare):
|
||||
if framework not in current_app.config[FRAMEWORKS]:
|
||||
message = f"framework {framework} not supported"
|
||||
return render_template("error.html", message=message)
|
||||
env = EnvData()
|
||||
env.load()
|
||||
env.args[FRAMEWORK] = framework
|
||||
env.save()
|
||||
current_app.config[FRAMEWORK] = framework
|
||||
return redirect(url_for("main.index", compare=compare))
|
||||
|
||||
|
||||
@results.route("/best_results/<file>/<compare>")
|
||||
def best_results(file, compare):
|
||||
compare = compare.capitalize() == "True"
|
||||
try:
|
||||
with open(os.path.join(Folders.results, file)) as f:
|
||||
data = json.load(f)
|
||||
except Exception as e:
|
||||
return render_template("error.html", message=str(e), compare=compare)
|
||||
return render_template(
|
||||
"report_best.html",
|
||||
data=data,
|
||||
compare=compare,
|
||||
framework=current_app.config[FRAMEWORK],
|
||||
)
|
||||
"""
|
||||
50
app/results/templates/_table_select.html
Normal file
50
app/results/templates/_table_select.html
Normal file
@@ -0,0 +1,50 @@
|
||||
{%- macro get_button_tag(icon_name, method, visible=True, name="") -%}
|
||||
<button class="btn btn-primary btn-small" onclick="{{ method }}" {{ "" if visible else "hidden='true'" }} {{ "" if name=="" else "name='" + name +"'"}}><i class="mdi mdi-{{ icon_name }}"></i>
|
||||
</button>
|
||||
{%- endmacro -%}
|
||||
<table id="file-table"
|
||||
class="table table-striped table-hover table-bordered">
|
||||
<thead>
|
||||
<tr>
|
||||
<th>Model</th>
|
||||
<th>Metric</th>
|
||||
<th>Platform</th>
|
||||
<th>Date</th>
|
||||
<th>Time</th>
|
||||
<th>Stratified</th>
|
||||
<th>Title</th>
|
||||
<th>Score</th>
|
||||
<th>
|
||||
<button class="btn btn-primary btn-small btn-danger"
|
||||
onclick="setCheckBoxes(false)">
|
||||
<i class="mdi mdi-checkbox-multiple-blank"></i>
|
||||
</button>
|
||||
<button class="btn btn-primary btn-small btn-success"
|
||||
onclick="setCheckBoxes(true)">
|
||||
<i class="mdi mdi-checkbox-multiple-marked"></i>
|
||||
</button>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{% for file, data in files.items() %}
|
||||
{% set parts = file.split('_') %}
|
||||
{% set stratified = parts[6].split('.')[0] %}
|
||||
<tr id="{{ file }}">
|
||||
<td>{{ parts[2] }}</td>
|
||||
<td>{{ parts[1] }}</td>
|
||||
<td>{{ parts[3] }}</td>
|
||||
<td>{{ parts[4] }}</td>
|
||||
<td>{{ parts[5] }}</td>
|
||||
<td>{{ 'True' if stratified =='1' else 'False' }}</td>
|
||||
<td>{{ "%s" % data["title"] }}</td>
|
||||
<td class="text-end">{{ "%.6f" % data["score"] }}</td>
|
||||
<td>
|
||||
{{ get_button_tag("table-eye", "showFile('" ~ file ~ "') ") | safe }}
|
||||
{% set file_best = "best_results_" ~ parts[1] ~ "_" ~ parts[2] ~ ".json" %}
|
||||
{{ get_button_tag("star-circle-outline", "redirectDouble('best_results', '" ~ file_best ~ "') ", visible=False, name="best_buttons") | safe }}
|
||||
<input type="checkbox" name="selected_files" value="{{ file }}" />
|
||||
</td>
|
||||
</tr>
|
||||
{% endfor %}
|
||||
</tbody>
|
||||
</table>
|
||||
9
app/results/templates/select.html
Normal file
9
app/results/templates/select.html
Normal file
@@ -0,0 +1,9 @@
|
||||
{% extends "base.html" %}
|
||||
{% block content %}
|
||||
{% include "_table_select.html" %}
|
||||
{% endblock %}
|
||||
{% block jscript %}
|
||||
{{ super() }}
|
||||
<script src="https://cdn.datatables.net/1.10.25/js/jquery.dataTables.min.js"></script>
|
||||
<script src="{{ url_for('static', filename="js/select.js") }}"></script>
|
||||
{% endblock %}
|
||||
Reference in New Issue
Block a user