feat: added tooltip for Players drop-down.

.github/workflows/black-lint.yml

@@ -9,6 +9,7 @@ on:
     branches: [main]
     paths:
       - '**/*.py'
+  workflow_dispatch:
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}

.github/workflows/ci.yml

@@ -5,6 +5,7 @@ on:
     branches: [main, dev]
   pull_request:
     branches: [main]
+  workflow_dispatch:
 
 jobs:
   test:

database/db_ingestion.py

@@ -3,7 +3,7 @@
 Reads `front_7_pass_rush/{season}.xlsx` and
 `ol_pass_block/{season}.xlsx` files that
 `preprocessing/front_7.py` and `preprocessing/offensive_line.py` already
-produce, and upserts them into `pass_rush_stats` / `pass_block_stats` tables.
+produce, and bulk-inserts them into `pass_rush_stats` / `pass_block_stats` tables.
 
 Idempotent: rerunning for same season/position first deletes existing
 rows for that slice, then bulk-inserts fresh ones — cleaner than
@@ -107,7 +107,7 @@ def ingest_pass_rush(sess: Session, data_dir: Path, seasons: list[int]) -> int:
 
             position_df.dropna(subset=["PR Opp"], inplace=True)
 
-            # Wipe slice before reinserting: simplest cross-dialect upsert.
+            # Wipe slice before re-insertion.
             sess.execute(
                 delete(PassRushStat).where(
                     PassRushStat.season == season,

database/db_models.py

@@ -38,6 +38,7 @@ class PassRushStat(Base):
 
     id = Column(Integer, primary_key=True, autoincrement=True)
     season = Column(Integer, nullable=False)
+
     position = Column(String(4), nullable=False)  # DI / ED.
     team_code = Column(String(4), ForeignKey("teams.code"), nullable=False)
     player = Column(String, nullable=False)
@@ -46,10 +47,13 @@ class PassRushStat(Base):
     games = Column(Integer)
     pr_opp = Column(Integer)  # PR Opp.
     tps_pr_opp = Column(Integer)  # TPS PR Opp.
+
     win_rate = Column(Float)  # Win Rate.
     tps_win_rate = Column(Float)  # TPS Win Rate.
+
     pressure_rate = Column(Float)  # Pressure Rate.
     tps_pressure_rate = Column(Float)  # TPS Pressure Rate.
+
     havoc_rate = Column(Float)  # Havoc Rate.
     tps_havoc_rate = Column(Float)  # TPS Havoc Rate.
 
@@ -72,16 +76,19 @@ class PassBlockStat(Base):
 
     id = Column(Integer, primary_key=True, autoincrement=True)
     season = Column(Integer, nullable=False)
-    position = Column(String(4), nullable=False)  # T / G / C
+
+    position = Column(String(4), nullable=False)  # T / G / C.
     team_code = Column(String(4), ForeignKey("teams.code"), nullable=False)
     player = Column(String, nullable=False)
     abbr_name = Column(String, nullable=False)
 
     games = Column(Integer)
     non_spike_pb_snaps = Column(Integer)  # Non Spike PB Snaps.
     tps_non_spike_pb_snaps = Column(Integer)  # TPS Non Spike PB Snaps.
+
     allowed_pressure_pct = Column(Float)  # Allowed Pressure %.
     tps_allowed_pressure_pct = Column(Float)  # TPS Allowed Pressure %.
+
     allowed_havoc_pct = Column(Float)  # Allowed Havoc %.
     tps_allowed_havoc_pct = Column(Float)  # TPS Allowed Havoc %.
 
@@ -101,7 +108,7 @@ class PassBlockStat(Base):
 
 # Serialization helpers used by main.py to keep API payload shape
 # identical to what frontend already expects (space-and-mixed-case keys
-# preserved so no client-side renaming is needed). ---
+# preserved so no client-side renaming is needed).
 
 
 def pass_rush_row_to_dict(row: PassRushStat) -> dict: