Forgot to commit in small portions again

main.py

@@ -0,0 +1,154 @@
+# from flask import Flask, render_template, jsonify
+
+
+# from data_sources.tba import TheBlueAllianceConnector
+# from data_sources.isa import IndianaScoutingAllianceConnector
+# from llm_integration.llm_model import OLLAMAConnector
+# from llm_integration.team_subjective_rating import TeamRatingGenerator
+# from llm_integration.match_outcome_prediction import MatchPredictor
+# from llm_integration.alliance_selection import AllianceSelectionAssistant
+# from utils.config_manager import ConfigurationManager
+# from utils.logger import Logger
+
+
+# app = Flask(__name__)
+
+# config = ConfigurationManager()
+# logger = Logger(__name__)
+
+# # Initialize data sources
+# tba_api_key = config.get("TBA_TOKEN")
+# tba_connector = TheBlueAllianceConnector(tba_api_key)
+
+# isa_api_key = config.get("ISA_TOKEN")
+# isa_connector = IndianaScoutingAllianceConnector(isa_api_key)
+
+# # Initialize LLM model
+# llm_model = config.get("OLLAMA_MODEL")
+# llm = OLLAMAConnector(llm_model)
+
+# # Initialize prediction and rating services
+# team_rater = TeamRatingGenerator(llm)
+# match_predictor = MatchPredictor(llm)
+# alliance_assistant = AllianceSelectionAssistant(llm)
+
+
+# @app.route("/")
+# def index():
+#     return render_template("index.html")
+
+
+# @app.route("/team/<int:team_number>")
+# def team_info(team_number):
+#     event_code = "2025incmp"
+#     tba_team_performance_metrics = tba_connector.get_team_performance_metrics(
+#         team_number, event_code
+#     )
+#     tba_raw_event_data = tba_connector.get_event_matches(event_code, team_number)
+#     isa_data = isa_connector.get_event_matches(event_code, team_number)
+#     isa_notes = isa_connector.get_robot_notes(team_number, event_code)
+
+#     if tba_team_performance_metrics:
+#         # logger.info(f"Team {team_number} Metrics: {tba_team_performance_metrics}")
+
+#         # Generate subjective team rating
+#         logger.info(f"Generating Team rating...")
+#         team_rating = team_rater.rate_team(
+#             tba_team_performance_metrics, tba_raw_event_data, isa_data, isa_notes
+#         )
+#         output = f"Subjective Team Rating: {team_rating}"
+#         logger.info(output)
+#         return output
+
+#     else:
+#         output = (
+#             f"Could not retrieve metrics for team {team_number} at event {event_code}"
+#         )
+#         logger.info(output)
+#         return output
+
+
+# if __name__ == "__main__":
+#     app.run(debug=True)
+
+
+from flask import Flask, render_template, jsonify
+
+
+from data_sources.tba import TheBlueAllianceConnector
+from data_sources.isa import IndianaScoutingAllianceConnector
+from llm_integration.llm_model import OLLAMAConnector
+from llm_integration.team_subjective_rating import TeamRatingGenerator
+from llm_integration.match_outcome_prediction import MatchPredictor
+from llm_integration.alliance_selection import AllianceSelectionAssistant
+from utils.config_manager import ConfigurationManager
+from utils.logger import Logger
+
+
+class FrcRatingApp:
+    def __init__(self):
+        self.app = Flask(__name__)
+        self.config = ConfigurationManager()
+        self.logger = Logger(__name__)
+
+        # Initialize data sources
+        tba_api_key = self.config.get("TBA_TOKEN")
+        self.tba_connector = TheBlueAllianceConnector(tba_api_key)
+
+        isa_api_key = self.config.get("ISA_TOKEN")
+        self.isa_connector = IndianaScoutingAllianceConnector(isa_api_key)
+
+        # Initialize LLM model
+        llm_model = self.config.get("OLLAMA_MODEL")
+        self.llm = OLLAMAConnector(llm_model)
+
+        # Initialize prediction and rating services
+        self.team_rater = TeamRatingGenerator(self.llm)
+        self.match_predictor = MatchPredictor(self.llm)
+        self.alliance_assistant = AllianceSelectionAssistant(self.llm)
+
+        self.setup_routes()
+
+    def setup_routes(self):
+        self.app.add_url_rule("/", "index", self.index)
+        self.app.add_url_rule("/team/<int:team_number>", "team_info", self.team_info)
+
+    def index(self):
+        return render_template("index.html")
+
+    def team_info(self, team_number):
+        event_code = "2025incmp"
+        tba_team_performance_metrics = self.tba_connector.get_team_performance_metrics(
+            team_number, event_code
+        )
+        tba_raw_event_data = self.tba_connector.get_event_matches(
+            event_code, team_number
+        )
+        isa_data = self.isa_connector.get_event_matches(event_code, team_number)
+        isa_notes = self.isa_connector.get_robot_notes(team_number, event_code)
+
+        if tba_team_performance_metrics:
+            # Generate subjective team rating
+            self.logger.info(f"Generating Team rating...")
+            team_rating = self.team_rater.rate_team(
+                tba_team_performance_metrics,
+                tba_raw_event_data,
+                isa_data,
+                isa_notes,
+            )
+            output = f"Subjective Team Rating: {team_rating}"
+            self.logger.info(output)
+            return output
+
+        else:
+            output = f"Could not retrieve metrics for team {team_number} at event {event_code}"
+            self.logger.info(output)
+            return output
+
+    def run(self, debug=True):
+        self.app.run(debug=debug)
+
+
+if __name__ == "__main__":
+    frc_rating_app = FrcRatingApp()
+    frc_rating_app.run()