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+# Copyright (c) 2024 Cisco and/or its affiliates.
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at:
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Initialize Flask app.
+"""
+
+import logging
+import pandas as pd
+
+from flask import Flask
+from flask_assets import Environment, Bundle
+
+from .utils.constants import Constants as C
+from .data.data import Data
+
+
+def init_app():
+ """Construct core Flask application with embedded Dash app.
+ """
+ logging.basicConfig(
+ format=C.LOG_FORMAT,
+ datefmt=C.LOG_DATE_FORMAT,
+ level=C.LOG_LEVEL
+ )
+
+ app = Flask(__name__, instance_relative_config=False)
+ app.logger.info("Application started.")
+ app.config.from_object("config.Config")
+
+ with app.app_context():
+ # Import parts of our core Flask app.
+ from . import routes
+
+ assets = Environment()
+ assets.init_app(app)
+
+ # Compile static assets.
+ sass_bundle = Bundle(
+ "sass/lux.scss",
+ filters="libsass",
+ output="dist/css/bootstrap.css",
+ depends="**/*.scss",
+ extra={
+ "rel": "stylesheet"
+ }
+ )
+ assets.register("sass_all", sass_bundle)
+ sass_bundle.build()
+
+ if C.TIME_PERIOD is None or C.TIME_PERIOD > C.MAX_TIME_PERIOD:
+ time_period = C.MAX_TIME_PERIOD
+ else:
+ time_period = C.TIME_PERIOD
+
+ data = Data(
+ data_spec_file=C.DATA_SPEC_FILE,
+ ).read_all_data(days=time_period)
+
+ # Import Dash applications.
+ logging.info("\n\nStarting the applications:\n" + "-" * 26 + "\n")
+ if data["statistics"].empty or data["trending"].empty:
+ logging.error(
+ f'"{C.NEWS_TITLE}" application not loaded, no data available.'
+ )
+ logging.error(
+ f'"{C.STATS_TITLE}" application not loaded, no data available.'
+ )
+ else:
+ logging.info(C.NEWS_TITLE)
+ from .news.news import init_news
+ app = init_news(
+ app,
+ data_stats=data["statistics"],
+ data_trending=data["trending"]
+ )
+
+ logging.info(C.STATS_TITLE)
+ from .stats.stats import init_stats
+ app = init_stats(
+ app,
+ data_stats=data["statistics"],
+ data_trending=data["trending"]
+ )
+
+ if data["trending"].empty:
+ logging.error(
+ f'"{C.TREND_TITLE}" application not loaded, no data available.'
+ )
+ else:
+ logging.info(C.TREND_TITLE)
+ from .trending.trending import init_trending
+ app = init_trending(app, data_trending=data["trending"])
+
+ if data["iterative"].empty:
+ logging.error(
+ f'"{C.REPORT_TITLE}" application not loaded, no data available.'
+ )
+ logging.error(
+ f'"{C.COMP_TITLE}" application not loaded, no data available.'
+ )
+ else:
+ logging.info(C.REPORT_TITLE)
+ from .report.report import init_report
+ app = init_report(app, data_iterative=data["iterative"])
+
+ logging.info(C.COMP_TITLE)
+ from .comparisons.comparisons import init_comparisons
+ app = init_comparisons(app, data_iterative=data["iterative"])
+
+ if data["coverage"].empty:
+ logging.error((
+ f'"{C.COVERAGE_TITLE}" application not loaded, '
+ 'no data available.'
+ ))
+ else:
+ logging.info(C.COVERAGE_TITLE)
+ from .coverage.coverage import init_coverage
+ app = init_coverage(app, data_coverage=data["coverage"])
+
+ if all((data["trending"].empty, data["iterative"].empty,
+ data["coverage"].empty)):
+ logging.error((
+ f'"{C.SEARCH_TITLE}" application not loaded, '
+ 'no data available.'
+ ))
+ else:
+ logging.info(C.SEARCH_TITLE)
+ from .search.search import init_search
+ app = init_search(app, data)
+
+ return app
+
+
+app = init_app()