From 62c705a7950f23ea75254484929ceb34aae8d414 Mon Sep 17 00:00:00 2001 From: Sam Evani Date: Thu, 11 Dec 2025 23:21:40 -0600 Subject: [PATCH 01/10] Adding: -Brining in 2021 parquet data -Moving 2022 data and making a distinction -Starting to update create features and related to absorb new data, some differences I need to rectify --- .gitattributes | 1 + README.md | 3 - data/parquet/2021/README.md | 1 + data/parquet/2021/games.parquet | 3 + data/parquet/2021/pffScoutingData.parquet | 3 + data/parquet/2021/players.parquet | 3 + data/parquet/2021/plays.parquet | 3 + data/parquet/2021/tracking_week_1.parquet | 3 + data/parquet/2021/tracking_week_2.parquet | 3 + data/parquet/2021/tracking_week_3.parquet | 3 + data/parquet/2021/tracking_week_4.parquet | 3 + data/parquet/2021/tracking_week_5.parquet | 3 + data/parquet/2021/tracking_week_6.parquet | 3 + data/parquet/2021/tracking_week_7.parquet | 3 + data/parquet/2021/tracking_week_8.parquet | 3 + data/parquet/{ => 2022}/games.parquet | 0 data/parquet/{ => 2022}/player_play.parquet | 0 data/parquet/{ => 2022}/players.parquet | 0 data/parquet/{ => 2022}/plays.parquet | 0 .../{ => 2022}/tracking_week_1.parquet | 0 .../{ => 2022}/tracking_week_2.parquet | 0 .../{ => 2022}/tracking_week_3.parquet | 0 .../{ => 2022}/tracking_week_4.parquet | 0 .../{ => 2022}/tracking_week_5.parquet | 0 .../{ => 2022}/tracking_week_6.parquet | 0 .../{ => 2022}/tracking_week_7.parquet | 0 .../{ => 2022}/tracking_week_8.parquet | 0 .../{ => 2022}/tracking_week_9.parquet | 0 notebooks/eda.ipynb | 70 +++- notebooks/extra_data_eda.ipynb | 329 ++++++++++++++++++ src/create_features.py | 63 ++-- src/load_data.py | 66 +++- 32 files changed, 522 insertions(+), 47 deletions(-) create mode 100644 .gitattributes create mode 100644 data/parquet/2021/README.md create mode 100644 data/parquet/2021/games.parquet create mode 100644 data/parquet/2021/pffScoutingData.parquet create mode 100644 data/parquet/2021/players.parquet create mode 100644 data/parquet/2021/plays.parquet create mode 100644 data/parquet/2021/tracking_week_1.parquet create mode 100644 data/parquet/2021/tracking_week_2.parquet create mode 100644 data/parquet/2021/tracking_week_3.parquet create mode 100644 data/parquet/2021/tracking_week_4.parquet create mode 100644 data/parquet/2021/tracking_week_5.parquet create mode 100644 data/parquet/2021/tracking_week_6.parquet create mode 100644 data/parquet/2021/tracking_week_7.parquet create mode 100644 data/parquet/2021/tracking_week_8.parquet rename data/parquet/{ => 2022}/games.parquet (100%) rename data/parquet/{ => 2022}/player_play.parquet (100%) rename data/parquet/{ => 2022}/players.parquet (100%) rename data/parquet/{ => 2022}/plays.parquet (100%) rename data/parquet/{ => 2022}/tracking_week_1.parquet (100%) rename data/parquet/{ => 2022}/tracking_week_2.parquet (100%) rename data/parquet/{ => 2022}/tracking_week_3.parquet (100%) rename data/parquet/{ => 2022}/tracking_week_4.parquet (100%) rename data/parquet/{ => 2022}/tracking_week_5.parquet (100%) rename data/parquet/{ => 2022}/tracking_week_6.parquet (100%) rename data/parquet/{ => 2022}/tracking_week_7.parquet (100%) rename data/parquet/{ => 2022}/tracking_week_8.parquet (100%) rename data/parquet/{ => 2022}/tracking_week_9.parquet (100%) create mode 100644 notebooks/extra_data_eda.ipynb diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..b57f642 --- /dev/null +++ b/.gitattributes @@ -0,0 +1 @@ +*.parquet filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md index 2aa4759..a9e4467 100644 --- a/README.md +++ b/README.md @@ -363,11 +363,8 @@ Note, if you followed instructions above to setup the git hook, ruff will run th - See if I can build a model to determine blitzer like red circle AWS at post snap - Add in confusion matrix, ROC curve, and prediction post snap accuracy to automatic predictions and not just in notebook - Infra - - Profiler - - Add in PyTorch profiler with new tensorboard (new thing, this is deprecated) traces into Chrome UI, built into CI for profiler - Optimization - Switch to flash attention layer which can accelerate training - General - Get docker working and implemented in CI - - Add git hook for ruff fix - Look back on mypy for type \ No newline at end of file diff --git a/data/parquet/2021/README.md b/data/parquet/2021/README.md new file mode 100644 index 0000000..a6adca7 --- /dev/null +++ b/data/parquet/2021/README.md @@ -0,0 +1 @@ +From the 2023 bowl: https://www.kaggle.com/competitions/nfl-big-data-bowl-2023/data?select=games.csv \ No newline at end of file diff --git a/data/parquet/2021/games.parquet b/data/parquet/2021/games.parquet new file mode 100644 index 0000000..cc811d9 --- /dev/null +++ b/data/parquet/2021/games.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9bfebf0fd9c01e9fb9b88da67fff35f741ff2ed1539f1cf321d71beeeb309ed5 +size 5640 diff --git a/data/parquet/2021/pffScoutingData.parquet 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a/data/parquet/2021/tracking_week_1.parquet b/data/parquet/2021/tracking_week_1.parquet new file mode 100644 index 0000000..808bd6d --- /dev/null +++ b/data/parquet/2021/tracking_week_1.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:933980b09ec875d7d4eeb36a8b56c53c44cb57061ba028c1430586fc44b665fd +size 13791953 diff --git a/data/parquet/2021/tracking_week_2.parquet b/data/parquet/2021/tracking_week_2.parquet new file mode 100644 index 0000000..6e4e15c --- /dev/null +++ b/data/parquet/2021/tracking_week_2.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b182f84f0f745a17f04bc93a42dc8c5c706fadbbcb51ad92ccb90d485335f9d7 +size 12881918 diff --git a/data/parquet/2021/tracking_week_3.parquet b/data/parquet/2021/tracking_week_3.parquet new file mode 100644 index 0000000..083d6ed --- /dev/null +++ b/data/parquet/2021/tracking_week_3.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73164a26ec459a2aa5a14e37b9d2fe1f1c93584d7ed0a06f83d6b14fb5963534 +size 13839782 diff --git a/data/parquet/2021/tracking_week_4.parquet b/data/parquet/2021/tracking_week_4.parquet new file mode 100644 index 0000000..ba984d9 --- /dev/null +++ b/data/parquet/2021/tracking_week_4.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3f2426aff00ca65a0f3af7337d329047f2b79ebf671652eb2396b2c6a7f9d6d +size 13284786 diff --git a/data/parquet/2021/tracking_week_5.parquet b/data/parquet/2021/tracking_week_5.parquet new file mode 100644 index 0000000..21deeed --- /dev/null +++ b/data/parquet/2021/tracking_week_5.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36111fd98d0908dfe4f54d9359033ac858fc6989aa9d1230ce6193df0f86d5f2 +size 13515983 diff --git a/data/parquet/2021/tracking_week_6.parquet b/data/parquet/2021/tracking_week_6.parquet new file mode 100644 index 0000000..606b812 --- /dev/null +++ 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100% rename from data/parquet/games.parquet rename to data/parquet/2022/games.parquet diff --git a/data/parquet/player_play.parquet b/data/parquet/2022/player_play.parquet similarity index 100% rename from data/parquet/player_play.parquet rename to data/parquet/2022/player_play.parquet diff --git a/data/parquet/players.parquet b/data/parquet/2022/players.parquet similarity index 100% rename from data/parquet/players.parquet rename to data/parquet/2022/players.parquet diff --git a/data/parquet/plays.parquet b/data/parquet/2022/plays.parquet similarity index 100% rename from data/parquet/plays.parquet rename to data/parquet/2022/plays.parquet diff --git a/data/parquet/tracking_week_1.parquet b/data/parquet/2022/tracking_week_1.parquet similarity index 100% rename from data/parquet/tracking_week_1.parquet rename to data/parquet/2022/tracking_week_1.parquet diff --git a/data/parquet/tracking_week_2.parquet b/data/parquet/2022/tracking_week_2.parquet similarity index 100% rename from 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a/data/parquet/tracking_week_7.parquet b/data/parquet/2022/tracking_week_7.parquet similarity index 100% rename from data/parquet/tracking_week_7.parquet rename to data/parquet/2022/tracking_week_7.parquet diff --git a/data/parquet/tracking_week_8.parquet b/data/parquet/2022/tracking_week_8.parquet similarity index 100% rename from data/parquet/tracking_week_8.parquet rename to data/parquet/2022/tracking_week_8.parquet diff --git a/data/parquet/tracking_week_9.parquet b/data/parquet/2022/tracking_week_9.parquet similarity index 100% rename from data/parquet/tracking_week_9.parquet rename to data/parquet/2022/tracking_week_9.parquet diff --git a/notebooks/eda.ipynb b/notebooks/eda.ipynb index 598d7d2..8fb84be 100644 --- a/notebooks/eda.ipynb +++ b/notebooks/eda.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "0fe17705", "metadata": {}, "outputs": [], @@ -17,6 +17,74 @@ "games_df, plays_df, players_df, location_data_df = rawLoader.get_data(weeks=[i for i in range(1, 10)])" ] }, + { + "cell_type": "markdown", + "id": "15113b4e", + "metadata": {}, + "source": [ + "# Exploring plays_df" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "db093750", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " gameId playId playDescription \\\n", + "0 2022102302 2655 (1:54) (Shotgun) J.Burrow pass short middle to... \n", + "1 2022091809 3698 (2:13) (Shotgun) J.Burrow pass short right to ... \n", + "2 2022103004 3146 (2:00) (Shotgun) D.Mills pass short right to D... \n", + "3 2022110610 348 (9:28) (Shotgun) P.Mahomes pass short left to ... \n", + "4 2022102700 2799 (2:16) (Shotgun) L.Jackson up the middle to TB... \n", + "\n", + " quarter down yardsToGo possessionTeam defensiveTeam yardlineSide \\\n", + "0 3 1 10 CIN ATL CIN \n", + "1 4 1 10 CIN DAL CIN \n", + "2 4 3 12 HOU TEN HOU \n", + "3 1 2 10 KC TEN TEN \n", + "4 3 2 8 BAL TB TB \n", + "\n", + " yardlineNumber ... yardsGained homeTeamWinProbabilityAdded \\\n", + "0 21 ... 9 0.004634 \n", + "1 8 ... 4 0.002847 \n", + "2 20 ... 6 0.000205 \n", + "3 23 ... 4 -0.001308 \n", + "4 27 ... -1 0.027141 \n", + "\n", + " visitorTeamWinProbilityAdded expectedPointsAdded isDropback \\\n", + "0 -0.004634 0.702717 True \n", + "1 -0.002847 -0.240509 True \n", + "2 -0.000205 -0.218480 True \n", + "3 0.001308 -0.427749 True \n", + "4 -0.027141 -0.638912 False \n", + "\n", + " pff_runConceptPrimary pff_runConceptSecondary pff_runPassOption \\\n", + "0 None None 0 \n", + "1 None None 0 \n", + "2 None None 0 \n", + "3 None None 0 \n", + "4 MAN READ OPTION 0 \n", + "\n", + " pff_passCoverage pff_manZone \n", + "0 Cover-3 Zone \n", + "1 Quarters Zone \n", + "2 Quarters Zone \n", + "3 Quarters Zone \n", + "4 Cover-1 Man \n", + "\n", + "[5 rows x 50 columns]\n" + ] + } + ], + "source": [ + "print(plays_df.head())" + ] + }, { "cell_type": "markdown", "id": "dad4cbc3", diff --git a/notebooks/extra_data_eda.ipynb b/notebooks/extra_data_eda.ipynb new file mode 100644 index 0000000..09dabcf --- /dev/null +++ b/notebooks/extra_data_eda.ipynb @@ -0,0 +1,329 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "a972596b", + "metadata": {}, + "source": [ + "Games df we can merge easily" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "672396de", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " gameId season week gameDate gameTimeEastern homeTeamAbbr \\\n", + "0 2021090900 2021 1 09/09/2021 20:20:00 TB \n", + "1 2021091200 2021 1 09/12/2021 13:00:00 ATL \n", + "2 2021091201 2021 1 09/12/2021 13:00:00 BUF \n", + "3 2021091202 2021 1 09/12/2021 13:00:00 CAR \n", + "4 2021091203 2021 1 09/12/2021 13:00:00 CIN \n", + "\n", + " visitorTeamAbbr homeFinalScore visitorFinalScore \n", + "0 DAL NaN NaN \n", + "1 PHI NaN NaN \n", + "2 PIT NaN NaN \n", + "3 NYJ NaN NaN \n", + "4 MIN NaN NaN \n", + " gameId season week gameDate gameTimeEastern homeTeamAbbr \\\n", + "253 2022110607 2022 9 11/6/2022 13:00:00 WAS \n", + "254 2022110608 2022 9 11/6/2022 16:05:00 ARI \n", + "255 2022110609 2022 9 11/6/2022 16:25:00 TB \n", + "256 2022110610 2022 9 11/6/2022 20:20:00 KC \n", + "257 2022110700 2022 9 11/7/2022 20:15:00 NO \n", + "\n", + " visitorTeamAbbr homeFinalScore visitorFinalScore \n", + "253 MIN 17.0 20.0 \n", + "254 SEA 21.0 31.0 \n", + "255 LA 16.0 13.0 \n", + "256 TEN 20.0 17.0 \n", + "257 BAL 13.0 27.0 \n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "\n", + "path_2021 = \"/home/sam/repos/hobby-repos/nfl/data/parquet/2021/games.parquet\"\n", + "path_2022 = \"/home/sam/repos/hobby-repos/nfl/data/parquet/2022/games.parquet\"\n", + "\n", + "df_2021 = pd.read_parquet(path_2021)\n", + "df_2022 = pd.read_parquet(path_2022)\n", + "df = pd.concat([df_2021, df_2022], ignore_index=True)\n", + "print(df.head())\n", + "print(df.tail())" + ] + }, + { + "cell_type": "markdown", + "id": "a405fc93", + "metadata": {}, + "source": [ + "We can merge players easily, we just need to add the season, I'm not even sure I use this downstream but if so will just need to add the season lookup" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "cefbb3af", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " nflId height weight birthDate collegeName officialPosition \\\n", + "0 25511 6-4 225 1977-08-03 Michigan QB \n", + "1 28963 6-5 240 1982-03-02 Miami, O. QB \n", + "2 29550 6-4 328 1982-01-22 Arkansas T \n", + "3 29851 6-2 225 1983-12-02 California QB \n", + "4 30078 6-2 228 1982-11-24 Harvard QB \n", + "\n", + " displayName season position \n", + "0 Tom Brady 2021 NaN \n", + "1 Ben Roethlisberger 2021 NaN \n", + "2 Jason Peters 2021 NaN \n", + "3 Aaron Rodgers 2021 NaN \n", + "4 Ryan Fitzpatrick 2021 NaN \n", + " nflId height weight birthDate collegeName officialPosition \\\n", + "3371 55190 6-1 285 None Maryland NaN \n", + "3372 55200 6-6 266 None Indiana NaN \n", + "3373 55239 6-2 300 None Pennsylvania NaN \n", + "3374 55240 6-1 185 None Buffalo NaN \n", + "3375 55241 6-2 280 None Coastal Carolina NaN \n", + "\n", + " displayName season position \n", + "3371 Sam Okuayinonu 2022 DE \n", + "3372 Ryder Anderson 2022 DT \n", + "3373 Prince Emili 2022 DT \n", + "3374 Ja'Marcus Ingram 2022 CB \n", + "3375 C.J. Brewer 2022 DT \n" + ] + } + ], + "source": [ + "path_2021 = \"/home/sam/repos/hobby-repos/nfl/data/parquet/2021/players.parquet\"\n", + "path_2022 = \"/home/sam/repos/hobby-repos/nfl/data/parquet/2022/players.parquet\"\n", + "\n", + "df_2021 = pd.read_parquet(path_2021)\n", + "df_2021[\"season\"] = 2021\n", + "df_2022 = pd.read_parquet(path_2022)\n", + "df_2022[\"season\"] = 2022\n", + "df = pd.concat([df_2021, df_2022], ignore_index=True)\n", + "print(df.head())\n", + "print(df.tail())" + ] + }, + { + "cell_type": "markdown", + "id": "7128f488", + "metadata": {}, + "source": [ + "Ok now lets try plays df, it's same thing just add in the season column" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d0c06153", + "metadata": {}, + "outputs": [], + "source": [ + "path_2021 = \"/home/sam/repos/hobby-repos/nfl/data/parquet/2021/plays.parquet\"\n", + "path_2022 = \"/home/sam/repos/hobby-repos/nfl/data/parquet/2022/plays.parquet\"\n", + "\n", + "df_2021 = pd.read_parquet(path_2021)\n", + "df_2021[\"season\"] = 2021\n", + "df_2022 = pd.read_parquet(path_2022)\n", + "df_2022[\"season\"] = 2022\n", + "df = pd.concat([df_2021, df_2022], ignore_index=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "8177e7d9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Columns don't match\n", + "Only in df_2021: ['team']\n", + "Only in df_2022: ['club', 'displayName', 'frameType']\n" + ] + } + ], + "source": [ + "path_2021 = \"/home/sam/repos/hobby-repos/nfl/data/parquet/2021/tracking_week_1.parquet\"\n", + "path_2022 = \"/home/sam/repos/hobby-repos/nfl/data/parquet/2022/tracking_week_1.parquet\"\n", + "\n", + "df_2021 = pd.read_parquet(path_2021)\n", + "df_2021[\"season\"] = 2021\n", + "df_2022 = pd.read_parquet(path_2022)\n", + "df_2022[\"season\"] = 2022\n", + "\n", + "# Check if both dfs have the same columns\n", + "if df_2021.columns.equals(df_2022.columns):\n", + " print(\"Columns match!\")\n", + "else:\n", + " print(\"Columns don't match\")\n", + "\n", + "\n", + "cols_2021 = set(df_2021.columns)\n", + "cols_2022 = set(df_2022.columns)\n", + "\n", + "only_in_2021 = cols_2021 - cols_2022\n", + "only_in_2022 = cols_2022 - cols_2021\n", + "\n", + "print(\"Only in df_2021:\", sorted(only_in_2021))\n", + "print(\"Only in df_2022:\", sorted(only_in_2022))" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "508c7a85", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Columns don't match\n", + "Only in df_2021: []\n", + "Only in df_2022: ['displayName', 'frameType']\n" + ] + } + ], + "source": [ + "# Check if both dfs have the same columns\n", + "if df_2021.columns.equals(df_2022.columns):\n", + " print(\"Columns match!\")\n", + "else:\n", + " print(\"Columns don't match\")\n", + "\n", + "\n", + "cols_2021 = set(df_2021.columns)\n", + "cols_2022 = set(df_2022.columns)\n", + "\n", + "only_in_2021 = cols_2021 - cols_2022\n", + "only_in_2022 = cols_2022 - cols_2021\n", + "\n", + "print(\"Only in df_2021:\", sorted(only_in_2021))\n", + "print(\"Only in df_2022:\", sorted(only_in_2022))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "36d62be0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " gameId playId nflId frameId time \\\n", + "0 2021090900 97 25511.0 1 2021-09-10T00:26:31.100 \n", + "1 2021090900 97 25511.0 2 2021-09-10T00:26:31.200 \n", + "2 2021090900 97 25511.0 3 2021-09-10T00:26:31.300 \n", + "3 2021090900 97 25511.0 4 2021-09-10T00:26:31.400 \n", + "4 2021090900 97 25511.0 5 2021-09-10T00:26:31.500 \n", + "\n", + " jerseyNumber team playDirection x y s a dis o \\\n", + "0 12.0 TB right 37.77 24.22 0.29 0.30 0.03 165.16 \n", + "1 12.0 TB right 37.78 24.22 0.23 0.11 0.02 164.33 \n", + "2 12.0 TB right 37.78 24.24 0.16 0.10 0.01 160.24 \n", + "3 12.0 TB right 37.73 24.25 0.15 0.24 0.06 152.13 \n", + "4 12.0 TB right 37.69 24.26 0.25 0.18 0.04 148.33 \n", + "\n", + " dir event season displayName frameType club \n", + "0 84.99 None 2021 NaN NaN NaN \n", + "1 92.87 None 2021 NaN NaN NaN \n", + "2 68.55 None 2021 NaN NaN NaN \n", + "3 296.85 None 2021 NaN NaN NaN \n", + "4 287.55 None 2021 NaN NaN NaN \n" + ] + } + ], + "source": [ + "df = pd.concat([df_2021, df_2022], ignore_index=True)\n", + "\n", + "print(df.head())" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "97b5e069", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " gameId playId nflId frameId time \\\n", + "8222817 2022090800 3696 NaN 171 2022-09-09 03:07:37.7 \n", + "8222818 2022090800 3696 NaN 172 2022-09-09 03:07:37.8 \n", + "8222819 2022090800 3696 NaN 173 2022-09-09 03:07:37.9 \n", + "8222820 2022090800 3696 NaN 174 2022-09-09 03:07:38 \n", + "8222821 2022090800 3696 NaN 175 2022-09-09 03:07:38.1 \n", + "\n", + " jerseyNumber team playDirection x y s a dis o \\\n", + "8222817 NaN NaN left 1.70 0.62 14.42 5.36 1.47 NaN \n", + "8222818 NaN NaN left 0.59 0.01 3.60 0.06 1.27 NaN \n", + "8222819 NaN NaN left 0.23 -0.07 3.60 0.23 0.38 NaN \n", + "8222820 NaN NaN left -0.13 -0.17 3.63 0.06 0.37 NaN \n", + "8222821 NaN NaN left -0.48 -0.26 3.74 0.46 0.36 NaN \n", + "\n", + " dir event season displayName frameType \\\n", + "8222817 NaN pass_outcome_incomplete 2022 football AFTER_SNAP \n", + "8222818 NaN None 2022 football AFTER_SNAP \n", + "8222819 NaN None 2022 football AFTER_SNAP \n", + "8222820 NaN None 2022 football AFTER_SNAP \n", + "8222821 NaN None 2022 football AFTER_SNAP \n", + "\n", + " club \n", + "8222817 football \n", + "8222818 football \n", + "8222819 football \n", + "8222820 football \n", + "8222821 football \n" + ] + } + ], + "source": [ + "print(df.tail())" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "nfl", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/src/create_features.py b/src/create_features.py index 1e411a7..6255d0b 100644 --- a/src/create_features.py +++ b/src/create_features.py @@ -85,12 +85,12 @@ def _process_df(location_df: pd.DataFrame, plays_df: pd.DataFrame, games_df: pd. return combined_location_df -def _load_weeks(weeks: Sequence[int], prefix: str, PROCESSED_DIR: Path) -> torch.Tensor: +def _load_weeks(prefix_seasons_weeks: dict[str, Sequence[int]], prefix: str, PROCESSED_DIR: Path) -> torch.Tensor: """ Loads and concatenates saved tensors for a set of weeks. Inputs: - - weeks: Week numbers to pull from disk. + - prefix_seasons_weeks: map that contains season as key and the weeks in a list as the values. - prefix: Base filename prefix (e.g., 'features'). - PROCESSED_DIR: Directory where tensors are stored. @@ -98,7 +98,10 @@ def _load_weeks(weeks: Sequence[int], prefix: str, PROCESSED_DIR: Path) -> torch - tensor: Concatenated tensor spanning the requested weeks. """ - tensors = [torch.load(PROCESSED_DIR / f"{prefix}_w{w}.pt") for w in weeks] + tensors = [] + for s in prefix_seasons_weeks.keys(): + for w in prefix_seasons_weeks[s]: + tensors.append(torch.load(PROCESSED_DIR / f"s{s}_w{w}_{prefix}.pt")) return torch.cat(tensors, dim=0) if len(tensors) > 1 else tensors[0] @@ -114,8 +117,10 @@ def main() -> None: - Serialized feature and target tensors for training and validation weeks. """ + # Enable logging logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s") + # Parse command line args args = parse_args() if args.profile: set_time_decorators_enabled(True) @@ -124,42 +129,48 @@ def main() -> None: set_time_decorators_enabled(False) logging.info("Timing decorators disabled") - all_weeks = list(range(1, 10)) - train_weeks = list(range(1, 9)) - val_weeks = [9] + # Define training/validation + seasons_weeks = {"2021": range(1, 9), "2022": range(1, 10)} + + # Features and target defintions features = ["x_clean", "y_clean", "v_x", "v_y", "defense"] target_column = "pff_manZone" + # Create dataloader and get the main data raw = RawDataLoader() - games_df, plays_df, players_df, _ = raw.get_data(weeks=all_weeks) + games_df, plays_df, players_df = raw.get_base_data() - for w in all_weeks: - logging.info(f"Processing week: {w}") - _, _, _, location_df_w = raw.get_data(weeks=[w]) + for s in seasons_weeks.keys(): + for w in seasons_weeks[s]: + logging.info(f"Processing week: {w}") + location_df_w = raw.get_tracking_data(weeks=[w], seasons=[s]) + combined_loc_df_w = _process_df(location_df_w, plays_df, games_df) - combined_loc_df_w = _process_df(location_df_w, plays_df, games_df) + keep_cols = ["frameUniqueId", "displayName", "frameId", "frameType", "x_clean", "y_clean", "v_x", "v_y", "defensiveTeam", "pff_manZone", "defense"] + combined_loc_df_w = combined_loc_df_w[keep_cols].copy() - keep_cols = ["frameUniqueId", "displayName", "frameId", "frameType", "x_clean", "y_clean", "v_x", "v_y", "defensiveTeam", "pff_manZone", "defense"] - combined_loc_df_w = combined_loc_df_w[keep_cols].copy() + for c in ["x_clean", "y_clean", "v_x", "v_y", "defense"]: + combined_loc_df_w[c] = pd.to_numeric(combined_loc_df_w[c], downcast="float") - for c in ["x_clean", "y_clean", "v_x", "v_y", "defense"]: - combined_loc_df_w[c] = pd.to_numeric(combined_loc_df_w[c], downcast="float") + features_tensor_w, targets_tensor_w = prepare_frame_data(combined_loc_df_w, features=features, target_column=target_column) - features_tensor_w, targets_tensor_w = prepare_frame_data(combined_loc_df_w, features=features, target_column=target_column) + torch.save(features_tensor_w, PROCESSED_DIR / f"s{s}_w{w}_features.pt") + torch.save(targets_tensor_w, PROCESSED_DIR / f"s{s}_w{w}_targets.pt") - torch.save(features_tensor_w, PROCESSED_DIR / f"features_w{w}.pt") - torch.save(targets_tensor_w, PROCESSED_DIR / f"targets_w{w}.pt") + del location_df_w, combined_loc_df_w, features_tensor_w, targets_tensor_w + gc.collect() - del location_df_w, combined_loc_df_w, features_tensor_w, targets_tensor_w - gc.collect() + # Splitting out training and validation + train_seasons_weeks = {"2021": range(1, 9), "2022": range(1, 9)} + val_seasons_weeks = {"2022": [9]} - logging.info("Aggregrating training set (Week 1 through 8)") - train_features = _load_weeks(train_weeks, "features", PROCESSED_DIR) - train_targets = _load_weeks(train_weeks, "targets", PROCESSED_DIR) + logging.info("Aggregrating training set") + train_features = _load_weeks(train_seasons_weeks, "features", PROCESSED_DIR) + train_targets = _load_weeks(train_seasons_weeks, "targets", PROCESSED_DIR) - logging.info("Aggregrating validation set (Week 9)") - val_features = _load_weeks(val_weeks, "features", PROCESSED_DIR) - val_targets = _load_weeks(val_weeks, "targets", PROCESSED_DIR) + logging.info("Aggregrating validation set") + val_features = _load_weeks(val_seasons_weeks, "features", PROCESSED_DIR) + val_targets = _load_weeks(val_seasons_weeks, "targets", PROCESSED_DIR) train_features = train_features.to(torch.float32) val_features = val_features.to(torch.float32) diff --git a/src/load_data.py b/src/load_data.py index 0839d87..ac9d660 100644 --- a/src/load_data.py +++ b/src/load_data.py @@ -37,6 +37,8 @@ def __init__(self) -> None: self.players_df = None self.location_data_df = None + self._load_base_data() + def _load_parquet(self, filepath: Path) -> pd.DataFrame | None: """ Loads a parquet file with basic error handling. @@ -56,7 +58,7 @@ def _load_parquet(self, filepath: Path) -> pd.DataFrame | None: def _load_base_data(self) -> None: """ - Pulls games, plays, and players tables into memory. + Concats 2021 and 2022 base data files: games, plays, players into a single dataframe that has a new season column. Inputs: - None. @@ -65,11 +67,23 @@ def _load_base_data(self) -> None: - Populates internal DataFrame attributes. """ - self.games_df = self._load_parquet(self.DATA_PATH / "games.parquet") - self.plays_df = self._load_parquet(self.DATA_PATH / "plays.parquet") - self.players_df = self._load_parquet(self.DATA_PATH / "players.parquet") + games_2021_df = self._load_parquet(self.DATA_PATH / "2021" / "games.parquet") + games_2022_df = self._load_parquet(self.DATA_PATH / "2022" / "games.parquet") + self.games_df = pd.concat([games_2021_df, games_2022_df], ignore_index=True) + + players_2021_df = self._load_parquet(self.DATA_PATH / "2021" / "players.parquet") + players_2021_df["season"] = 2021 + players_2022_df = self._load_parquet(self.DATA_PATH / "2022" / "players.parquet") + players_2022_df["season"] = 2022 + self.players_df = pd.concat([players_2021_df, players_2022_df], ignore_index=True) + + plays_2021_df = self._load_parquet(self.DATA_PATH / "2021" / "plays.parquet") + plays_2021_df["season"] = 2021 + plays_2022_df = self._load_parquet(self.DATA_PATH / "2022" / "plays.parquet") + plays_2022_df["season"] = 2022 + self.plays_df = pd.concat([plays_2021_df, plays_2022_df], ignore_index=True) - def _load_tracking_data(self, weeks: Iterable[int]) -> None: + def _load_tracking_data(self, weeks: list[int], seasons: list[int]) -> None: """ Loads weekly tracking parquet files and concatenates them. @@ -82,17 +96,34 @@ def _load_tracking_data(self, weeks: Iterable[int]) -> None: weekly_dfs = [] - for week in weeks: - filepath = self.DATA_PATH / f"tracking_week_{week}.parquet" - df = self._load_parquet(filepath) - if df is not None: - weekly_dfs.append(df) - else: - print(f"Skipping week {week} due to load error.") + for season in seasons: + for week in weeks: + filepath = self.DATA_PATH / f"{season}" / f"tracking_week_{week}.parquet" + df = self._load_parquet(filepath) + df["season"] = season + if df is not None: + weekly_dfs.append(df) + else: + print(f"Skipping week {week} due to load error.") self.location_data_df = pd.concat(weekly_dfs, ignore_index=True) - def get_data(self, weeks: Iterable[int] = range(1, 10)) -> tuple[pd.DataFrame, pd.DataFrame, pd.DataFrame, pd.DataFrame]: + def get_base_data(self) -> tuple[pd.DataFrame, pd.DataFrame, pd.DataFrame]: + """ + Returns concataned games_df, players_df, plays_df across two seasons + + Inputs: + - None + + Outputs: + - games_df, plays_df, plays_df, players_df in that order. + """ + + self._load_base_data() + + return (self.games_df, self.plays_df, self.players_df) + + def get_tracking_data(self, weeks: Iterable[int] = range(1, 10), seasons: Iterable[int] = [2021, 2022]) -> pd.DataFrame: """ Loads requested datasets and returns them as a tuple. @@ -103,10 +134,9 @@ def get_data(self, weeks: Iterable[int] = range(1, 10)) -> tuple[pd.DataFrame, p - games_df, plays_df, players_df, location_data_df in that order. """ - self._load_base_data() - self._load_tracking_data(weeks=weeks) + self._load_tracking_data(weeks=weeks, seasons=seasons) - return (self.games_df, self.plays_df, self.players_df, self.location_data_df) + return self.location_data_df def main() -> None: @@ -121,7 +151,9 @@ def main() -> None: """ loader = RawDataLoader() - games_df, plays_df, players_df, location_data_df = loader.get_data(weeks=[1, 2]) + games_df, plays_df, players_df = loader.get_base_data() + tracking_df = loader.get_tracking_data(weeks=[1, 2]) + print(tracking_df.head()) if __name__ == "__main__": From 21f2dd9d4782977b04167bd1c0e23e675feb8d7a Mon Sep 17 00:00:00 2001 From: Sam Evani Date: Thu, 11 Dec 2025 23:25:12 -0600 Subject: [PATCH 02/10] have an idea on what I can switch to determine the snap of the ball across 2021 and 2022 data --- notebooks/extra_data_eda.ipynb | 35 +++++++++++++++++++++++++++++++--- 1 file changed, 32 insertions(+), 3 deletions(-) diff --git a/notebooks/extra_data_eda.ipynb b/notebooks/extra_data_eda.ipynb index 09dabcf..4bc582d 100644 --- a/notebooks/extra_data_eda.ipynb +++ b/notebooks/extra_data_eda.ipynb @@ -189,7 +189,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 21, "id": "508c7a85", "metadata": {}, "outputs": [ @@ -199,7 +199,23 @@ "text": [ "Columns don't match\n", "Only in df_2021: []\n", - "Only in df_2022: ['displayName', 'frameType']\n" + "Only in df_2022: ['displayName', 'frameType']\n", + "{'time', 'dis', 'nflId', 'jerseyNumber', 'y', 'playId', 'club', 'gameId', 'o', 'dir', 's', 'event', 'playDirection', 'x', 'a', 'season', 'frameId'}\n", + "[None 'ball_snap' 'autoevent_passforward' 'pass_forward'\n", + " 'autoevent_ballsnap' 'line_set' 'play_action' 'pass_arrived'\n", + " 'autoevent_passinterrupted' 'fumble' 'fumble_offense_recovered' 'qb_sack'\n", + " 'run' 'man_in_motion' 'pass_outcome_caught' 'pass_outcome_incomplete'\n", + " 'pass_tipped' 'qb_strip_sack' 'shift' 'first_contact'\n", + " 'huddle_break_offense' 'lateral' 'handoff']\n", + "['huddle_break_offense' None 'line_set' 'man_in_motion' 'ball_snap'\n", + " 'handoff' 'first_contact' 'tackle' 'pass_forward' 'pass_arrived'\n", + " 'pass_outcome_caught' 'touchdown' 'dropped_pass'\n", + " 'pass_outcome_incomplete' 'play_action' 'out_of_bounds' 'run' 'qb_sack'\n", + " 'pass_tipped' 'fumble' 'fumble_offense_recovered' 'shift'\n", + " 'fumble_defense_recovered' 'touchback' 'qb_strip_sack' 'qb_kneel'\n", + " 'timeout_away' 'snap_direct' 'pass_outcome_interception' 'qb_slide'\n", + " 'play_submit' 'pass_outcome_touchdown' 'lateral' 'qb_spike' 'pass_shovel'\n", + " 'run_pass_option' 'huddle_start_offense']\n" ] } ], @@ -218,7 +234,20 @@ "only_in_2022 = cols_2022 - cols_2021\n", "\n", "print(\"Only in df_2021:\", sorted(only_in_2021))\n", - "print(\"Only in df_2022:\", sorted(only_in_2022))" + "print(\"Only in df_2022:\", sorted(only_in_2022))\n", + "\n", + "print(cols_2021)\n", + "\n", + "print(df_2021[\"event\"].unique())\n", + "print(df_2022[\"event\"].unique())" + ] + }, + { + "cell_type": "markdown", + "id": "7ccf892e", + "metadata": {}, + "source": [ + "## Can I use the \"ball_snap\" from df[\"event\"]" ] }, { From 6fb58eb0bfca857d3700796ed79f911a9b9b3219 Mon Sep 17 00:00:00 2001 From: Sam Evani Date: Sun, 14 Dec 2025 20:50:23 -0600 Subject: [PATCH 03/10] Adding: -Updated data cleaning and usage to be able to train with 2021 data, -Moved the notebook predictions to an actual py -Updated model with about 200k more samples, roughly a 92% train and 8% val split now with 1 mili samples --- data/training/transformer.pt | Bin 664885 -> 664932 bytes notebooks/extra_data_eda.ipynb | 179 +++++++++-- notebooks/predictions.ipynb | 566 --------------------------------- src/clean_data.py | 51 ++- src/create_features.py | 14 +- src/generate_predictions.py | 165 +++++----- src/load_data.py | 6 +- src/process_predictions.py | 249 +++++++++++++++ src/train_transformer.py | 10 +- 9 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zVHN%%15eYR;(Ak=ml^8Po_|N0{uI}H%KXWZ3_MMLit8<9KEjBBr|C~|J)+FBM=|g; z{VA>^lzH#bbe==gpWz5RJh@6F?9q*3`rI5Jmbv1-lVJSH#T" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from matplotlib.ticker import AutoMinorLocator, MultipleLocator\n", - "\n", - "# Take 15s before snap and 1.5s post snap then create a new human readable column\n", - "week_9_df = predictions_df[(predictions_df[\"week\"] == 9) & (predictions_df[\"frames_from_snap\"] < 15) & (predictions_df[\"frames_from_snap\"] > -150)].copy()\n", - "week_9_df[\"seconds_from_snap\"] = week_9_df[\"frames_from_snap\"] / 10\n", - "\n", - "# Group all the rows of the same time step together then take the mean of those rows (1 or 0) to yield accuracy\n", - "accuracy_by_frame = week_9_df.groupby(\"seconds_from_snap\")[\"base_correct\"].mean()\n", - "\n", - "# Colors (NGS-ish palette)\n", - "BG = \"#0b1736\" # dark navy\n", - "AX_BG = \"#121e45\" # panel navy\n", - "GRID = \"#3b4268\" # grid gray-blue\n", - "LINE = \"#00e28e\" # neon green\n", - "ACCENT = \"#39c0ff\" # cyan for highlights\n", - "TEXT = \"#dfe6ff\" # off-white text\n", - "SUBT = \"#9aa5d1\" # subdued text\n", - "\n", - "fig, ax = plt.subplots(figsize=(10, 6), dpi=120, facecolor=BG)\n", - "ax.set_facecolor(AX_BG)\n", - "\n", - "# Plot\n", - "ax.plot(accuracy_by_frame.index, accuracy_by_frame.values, marker=\"o\", linestyle=\"-\", linewidth=2.8, markersize=5, color=LINE, label=\"Accuracy\")\n", - "\n", - "\n", - "# Grid + ticks (match animation)\n", - "ax.yaxis.set_major_locator(MultipleLocator(0.1))\n", - "ax.xaxis.set_minor_locator(AutoMinorLocator(4))\n", - "ax.yaxis.set_minor_locator(AutoMinorLocator(2))\n", - "\n", - "ax.grid(True, which=\"major\", color=GRID, linewidth=1.0, alpha=0.6)\n", - "ax.grid(True, which=\"minor\", color=GRID, linewidth=0.6, alpha=0.35)\n", - "\n", - "# Vertical line at snap (t = 0)\n", - "ax.axvline(0.0, color=ACCENT, linestyle=\"--\", linewidth=1.2, alpha=0.9)\n", - "\n", - "# Labels & title (dark theme)\n", - "ax.set_xlabel(\"Seconds from Snap\", color=TEXT, fontweight=\"bold\")\n", - "ax.set_ylabel(\"Accuracy\", color=TEXT, fontweight=\"bold\")\n", - "ax.set_title(\"Week 9 Base Model Accuracy\", loc=\"left\", pad=8, color=TEXT, fontsize=10)\n", - "\n", - "# Tick colors\n", - "ax.yaxis.set_major_locator(MultipleLocator(0.02)) # tick every 0.02\n", - "ax.tick_params(axis=\"x\", colors=TEXT)\n", - "ax.tick_params(axis=\"y\", colors=TEXT)\n", - "\n", - "# Legend styling\n", - "legend = ax.legend(facecolor=AX_BG, edgecolor=GRID)\n", - "for text in legend.get_texts():\n", - "\ttext.set_color(SUBT)\n", - "\n", - "fig.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "7f89ac2d", - "metadata": {}, - "source": [ - "## Grab plays that have the largest increase in man coverage proabability, end with over 80% man probability, and are passes" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "a1575c4b", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " gameId playId man_prob_start man_prob_end man_prob_change\n", - "742 2022110610 3836 0.075986 0.826214 0.750228\n", - "109 2022110600 3521 0.291647 0.934054 0.642406\n", - "701 2022110610 1617 0.198709 0.838289 0.639580\n", - "171 2022110602 369 0.273909 0.909861 0.635952\n", - "131 2022110601 1211 0.275959 0.910532 0.634573\n", - "396 2022110605 2744 0.238280 0.856732 0.618451\n", - "805 2022110700 2843 0.234192 0.849649 0.615457\n", - "766 2022110700 567 0.203215 0.811886 0.608670\n", - "607 2022110609 582 0.250615 0.854990 0.604375\n", - "515 2022110607 2409 0.235214 0.830188 0.594974\n", - "116 2022110601 220 0.322917 0.913313 0.590396\n", - "71 2022110600 1233 0.368813 0.957681 0.588868\n", - "278 2022110603 3614 0.232425 0.816197 0.583772\n", - "462 2022110606 2868 0.357498 0.914679 0.557181\n", - "100 2022110600 3074 0.359848 0.911483 0.551635\n", - "614 2022110609 1000 0.282125 0.830036 0.547911\n", - "119 2022110601 394 0.361745 0.909308 0.547563\n", - "21 2022110300 1229 0.275545 0.817196 0.541651\n", - "70 2022110600 1162 0.301591 0.838405 0.536814\n", - "466 2022110606 3040 0.280015 0.804513 0.524497\n", - "258 2022110603 2370 0.306106 0.829438 0.523332\n", - "112 2022110600 3772 0.406569 0.908079 0.501510\n", - "248 2022110603 1919 0.303070 0.800845 0.497775\n", - "699 2022110610 1461 0.405270 0.894969 0.489698\n", - "125 2022110601 845 0.458622 0.946454 0.487832\n", - "702 2022110610 1740 0.321101 0.808342 0.487240\n", - "368 2022110605 1125 0.359468 0.845988 0.486520\n", - "111 2022110600 3574 0.390580 0.870376 0.479796\n", - "422 2022110606 330 0.351204 0.819465 0.468261\n", - "88 2022110600 2223 0.394877 0.848171 0.453294\n", - "795 2022110700 2307 0.416444 0.867382 0.450938\n", - "442 2022110606 1531 0.406420 0.856893 0.450473\n", - "161 2022110601 3394 0.452907 0.900946 0.448039\n", - "690 2022110610 763 0.430892 0.853569 0.422677\n", - "245 2022110603 1473 0.515904 0.923859 0.407955\n", - "428 2022110606 796 0.449007 0.854154 0.405147\n", - "124 2022110601 802 0.441437 0.828420 0.386983\n", - "458 2022110606 2411 0.535048 0.916955 0.381907\n", - "434 2022110606 1107 0.466888 0.848738 0.381851\n", - "128 2022110601 1003 0.554024 0.933162 0.379138\n", - "157 2022110601 3188 0.545932 0.873865 0.327933\n", - "345 2022110604 3388 0.530769 0.851481 0.320712\n", - "376 2022110605 1796 0.559705 0.866196 0.306491\n", - "402 2022110605 3054 0.589068 0.885620 0.296552\n", - "801 2022110700 2637 0.646215 0.918210 0.271994\n", - "146 2022110601 2379 0.675562 0.946161 0.270599\n", - "224 2022110603 250 0.690393 0.955999 0.265605\n", - "244 2022110603 1442 0.640401 0.905547 0.265147\n", - "231 2022110603 558 0.699621 0.945901 0.246280\n", - "755 2022110610 4428 0.626490 0.868448 0.241958\n" - ] - } - ], - "source": [ - "# Get a df that is only pre snap and pass attempts, also that is sorted by frames from snap\n", - "pre_snap_df = predictions_df[(predictions_df[\"frames_from_snap\"] < 0) & (predictions_df[\"passAttempt\"] == 1)].copy()\n", - "pre_snap_df = pre_snap_df.sort_values([\"gameId\", \"playId\", \"frames_from_snap\"])\n", - "\n", - "# For each play, get the min (earliest frame) and max (latest pre-snap frame) man_prob\n", - "change_df = (\n", - "\tpre_snap_df.groupby([\"gameId\", \"playId\"])\n", - "\t.agg(\n", - "\t\tman_prob_start=(\"man_prob\", \"first\"), # Assign first value of man probability to man_prob_start\n", - "\t\tman_prob_end=(\"man_prob\", \"last\"), # Assign last value of man probability to man_prob end\n", - "\t)\n", - "\t.reset_index()\n", - ")\n", - "\n", - "# Compute the largest change and create a view that is this sorted\n", - "change_df[\"man_prob_change\"] = change_df[\"man_prob_end\"] - change_df[\"man_prob_start\"]\n", - "largest_man_prob_increase = change_df.sort_values(\"man_prob_change\", ascending=False)\n", - "largest_man_prob_increase = largest_man_prob_increase[largest_man_prob_increase[\"man_prob_end\"] > 0.8]\n", - "top_50_plays = largest_man_prob_increase.head(50)\n", - "print(top_50_plays.head(50))" - ] - }, - { - "cell_type": "markdown", - "id": "e5f9b4a7", - "metadata": {}, - "source": [ - "## Merge plays df and predictions df" - ] - }, - { - "cell_type": "markdown", - "id": "2eaad925", - "metadata": {}, - "source": [ - "Load in plays df" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "87e40720", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Index(['gameId', 'playId', 'playDescription', 'quarter', 'down', 'yardsToGo',\n", - " 'possessionTeam', 'defensiveTeam', 'yardlineSide', 'yardlineNumber',\n", - " 'gameClock', 'preSnapHomeScore', 'preSnapVisitorScore',\n", - " 'playNullifiedByPenalty', 'absoluteYardlineNumber',\n", - " 'preSnapHomeTeamWinProbability', 'preSnapVisitorTeamWinProbability',\n", - " 'expectedPoints', 'offenseFormation', 'receiverAlignment',\n", - " 'playClockAtSnap', 'passResult', 'passLength', 'targetX', 'targetY',\n", - " 'playAction', 'dropbackType', 'dropbackDistance', 'passLocationType',\n", - " 'timeToThrow', 'timeInTackleBox', 'timeToSack', 'passTippedAtLine',\n", - " 'unblockedPressure', 'qbSpike', 'qbKneel', 'qbSneak',\n", - " 'rushLocationType', 'penaltyYards', 'prePenaltyYardsGained',\n", - " 'yardsGained', 'homeTeamWinProbabilityAdded',\n", - " 'visitorTeamWinProbilityAdded', 'expectedPointsAdded', 'isDropback',\n", - " 'pff_runConceptPrimary', 'pff_runConceptSecondary', 'pff_runPassOption',\n", - " 'pff_passCoverage', 'pff_manZone'],\n", - " dtype='object')\n" - ] - } - ], - "source": [ - "plays_df = pd.read_parquet(\"/home/sam/repos/hobby-repos/nfl/data/parquet/plays.parquet\")\n", - "print(plays_df.columns)" - ] - }, - { - "cell_type": "markdown", - "id": "f86eea5b", - "metadata": {}, - "source": [ - "Merge the plays_df and the predictions_df together" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "03b48cc7", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Index(['gameId', 'playId', 'nflId', 'displayName', 'frameId', 'frameType',\n", - " 'time', 'jerseyNumber', 'club', 'playDirection', 'x', 'y', 's', 'a',\n", - " 'dis', 'o', 'dir', 'event', 'o_clean', 'dir_clean', 'x_clean',\n", - " 'y_clean', 's_clean', 'a_clean', 'dis_clean', 'dir_radians', 'v_x',\n", - " 'v_y', 'passAttempt', 'possessionTeam_x', 'defensiveTeam_x',\n", - " 'pff_manZone_x', 'defense', 'week', 'uniqueId', 'frameUniqueId',\n", - " 'snap_frame', 'frames_from_snap', 'zone_prob', 'man_prob', 'pred',\n", - " 'actual', 'base_correct', 'playDescription', 'quarter', 'down',\n", - " 'yardsToGo', 'possessionTeam_y', 'defensiveTeam_y', 'yardlineSide',\n", - " 'yardlineNumber', 'gameClock', 'preSnapHomeScore',\n", - " 'preSnapVisitorScore', 'playNullifiedByPenalty',\n", - " 'absoluteYardlineNumber', 'preSnapHomeTeamWinProbability',\n", - " 'preSnapVisitorTeamWinProbability', 'expectedPoints',\n", - " 'offenseFormation', 'receiverAlignment', 'playClockAtSnap',\n", - " 'passResult', 'passLength', 'targetX', 'targetY', 'playAction',\n", - " 'dropbackType', 'dropbackDistance', 'passLocationType', 'timeToThrow',\n", - " 'timeInTackleBox', 'timeToSack', 'passTippedAtLine',\n", - " 'unblockedPressure', 'qbSpike', 'qbKneel', 'qbSneak',\n", - " 'rushLocationType', 'penaltyYards', 'prePenaltyYardsGained',\n", - " 'yardsGained', 'homeTeamWinProbabilityAdded',\n", - " 'visitorTeamWinProbilityAdded', 'expectedPointsAdded', 'isDropback',\n", - " 'pff_runConceptPrimary', 'pff_runConceptSecondary', 'pff_runPassOption',\n", - " 'pff_passCoverage', 'pff_manZone_y'],\n", - " dtype='object')\n" - ] - } - ], - "source": [ - "merged_df = predictions_df.merge(plays_df, on=[\"gameId\", \"playId\"], how=\"left\")\n", - "print(merged_df.columns)" - ] - }, - { - "cell_type": "markdown", - "id": "22b8fd8d", - "metadata": {}, - "source": [ - "## For the top man probability increase plays, plot the man probability across frames" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "58d18852", - "metadata": {}, - "outputs": [], - "source": [ - "def animate_play(game_id, play_id, quarter, play_description, actual_coverage, specific_coverage):\n", - "\timport matplotlib.animation as animation\n", - "\timport matplotlib.pyplot as plt\n", - "\tfrom matplotlib.ticker import AutoMinorLocator, MultipleLocator\n", - "\n", - "\t# Create the unique id for lookup in our df\n", - "\tuuid = f\"{game_id}_{play_id}\"\n", - "\n", - "\t# Create the plot df\n", - "\tplot_df = week_9_df[(week_9_df[\"uniqueId\"] == uuid) & (week_9_df[\"frames_from_snap\"] < 300) & (week_9_df[\"frames_from_snap\"] > -200)].copy()\n", - "\tplot_df[\"seconds_from_snap\"] = plot_df[\"frames_from_snap\"] / 10 # Create human readable seconds (frames are at 10 Hz)\n", - "\tplot_df = plot_df.sort_values(\"seconds_from_snap\") # Sort for seconds from snap\n", - "\tplot_df = plot_df.dropna(subset=[\"man_prob\"]) # Drop rows with missing y to avoid NaN issues\n", - "\tplot_df = plot_df.iloc[::10, :].reset_index(drop=True) # Downsample (since frame logging at 10 Hz, logging at 1 Hz)\n", - "\tif plot_df.empty:\n", - "\t\tprint(f\"[skip] No frames for {uuid}\")\n", - "\t\treturn\n", - "\n", - "\t# Push to numpy\n", - "\tx_all = plot_df[\"seconds_from_snap\"].to_numpy()\n", - "\ty_all = plot_df[\"man_prob\"].to_numpy()\n", - "\n", - "\t# Colors (NGS-ish palette)\n", - "\tBG = \"#0b1736\" # dark navy\n", - "\tAX_BG = \"#121e45\" # panel navy\n", - "\tGRID = \"#3b4268\" # grid gray-blue\n", - "\tLINE = \"#00e28e\" # neon green\n", - "\tACCENT = \"#39c0ff\" # cyan for highlights\n", - "\tTEXT = \"#dfe6ff\" # off-white text\n", - "\tSUBT = \"#9aa5d1\" # subdued text\n", - "\n", - "\t# Create plot\n", - "\tfig, ax = plt.subplots(figsize=(10, 6), dpi=120, facecolor=BG)\n", - "\tax.set_facecolor(AX_BG)\n", - "\t(line,) = ax.plot([], [], lw=2.8, color=LINE, label=\"Man Probability\")\n", - "\tdot = ax.plot([], [], marker=\"o\", markersize=6, color=ACCENT, lw=0)[0]\n", - "\ttxt = ax.text(0.99, 0.98, \"\", transform=ax.transAxes, ha=\"right\", va=\"top\", color=SUBT, fontsize=10)\n", - "\tax.set_xlim(x_all.min(), x_all.max())\n", - "\tax.set_ylim(0, 1)\n", - "\tax.yaxis.set_major_locator(MultipleLocator(0.1))\n", - "\tax.grid(True, which=\"major\", color=GRID, linewidth=1.0, alpha=0.6)\n", - "\tax.grid(True, which=\"minor\", color=GRID, linewidth=0.6, alpha=0.35)\n", - "\tax.xaxis.set_minor_locator(AutoMinorLocator(4))\n", - "\tax.yaxis.set_minor_locator(AutoMinorLocator(2))\n", - "\n", - "\t# Create title text\n", - "\tcoverage = \"Man\" if actual_coverage == 1 else \"Zone\"\n", - "\ttitle_text = f\"Q{quarter}: {play_description}\\n Actual Coverage: {coverage} - {specific_coverage}\\n\"\n", - "\n", - "\t# Continued formatting\n", - "\tax.set_title(title_text, loc=\"left\", pad=8, color=TEXT, fontsize=10)\n", - "\tax.set_xlabel(\"Seconds from Snap\", color=TEXT, fontweight=\"bold\")\n", - "\tax.set_ylabel(\"Man Probability\", color=TEXT, fontweight=\"bold\")\n", - "\tax.axvline(0.0, color=ACCENT, linestyle=\"--\", linewidth=1.2, alpha=0.9)\n", - "\n", - "\t# Make tick labels match dark theme\n", - "\tax.tick_params(axis=\"x\", colors=TEXT)\n", - "\tax.tick_params(axis=\"y\", colors=TEXT)\n", - "\n", - "\t##########################################################\n", - "\t# Animation\n", - "\t##########################################################\n", - "\tdef init():\n", - "\t\tline.set_data([], [])\n", - "\t\tdot.set_data([], [])\n", - "\t\ttxt.set_text(\"\")\n", - "\t\treturn (line, dot, txt)\n", - "\n", - "\tdef update(i):\n", - "\t\t# i goes from 0..len(x_all)-1\n", - "\t\tx = x_all[: i + 1] # include current frame\n", - "\t\ty = y_all[: i + 1]\n", - "\t\tline.set_data(x, y)\n", - "\t\t# IMPORTANT: wrap scalars as sequences\n", - "\t\tdot.set_data([x[-1]], [y[-1]])\n", - "\t\ttxt.set_text(f\"t = {x[-1]:.2f}s P(man) = {y[-1]:.2f}\")\n", - "\t\treturn (line, dot, txt)\n", - "\n", - "\tani = animation.FuncAnimation(fig, update, frames=len(x_all), init_func=init, blit=True, interval=1, repeat=False)\n", - "\n", - "\tfig.tight_layout()\n", - "\tani.save(f\"play_{uuid}.gif\", writer=\"pillow\", fps=60)\n", - "\tplt.close(fig)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "341bae72", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "gameId: 2022110610, playId: 3836, Q: 4, (1:47) (Shotgun) P.Mahomes pass short left to J.McKinnon to KC 40 for 4 yards (A.Adams).\n" - ] - } - ], - "source": [ - "for idx, row in top_50_plays.iterrows():\n", - "\tplay = merged_df[(merged_df[\"playId\"] == row[\"playId\"]) & (merged_df[\"gameId\"] == row[\"gameId\"])]\n", - "\tif play[\"passResult\"].values[0] == \"C\":\n", - "\t\tprint(f\"gameId: {play['gameId'].iloc[0]}, playId: {play['playId'].iloc[0]}, Q: {play['quarter'].iloc[0]}, {play['playDescription'].iloc[0]}\")\n", - "\t\tanimate_play(\n", - "\t\t\tgame_id=play[\"gameId\"].iloc[0],\n", - "\t\t\tplay_id=play[\"playId\"].iloc[0],\n", - "\t\t\tquarter=play[\"quarter\"].iloc[0],\n", - "\t\t\tplay_description=play[\"playDescription\"].iloc[0],\n", - "\t\t\tactual_coverage=play[\"actual\"].iloc[0],\n", - "\t\t\tspecific_coverage=play[\"pff_passCoverage\"].iloc[0],\n", - "\t\t)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "nfl", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/src/clean_data.py b/src/clean_data.py index 090e709..6dad7f2 100644 --- a/src/clean_data.py +++ b/src/clean_data.py @@ -256,27 +256,62 @@ def prepare_frame_data(df: pd.DataFrame, features: Sequence[str], target_column: return features_tensor, targets_tensor -def select_augmented_frames(df: pd.DataFrame, num_samples: int, sigma: int = 5) -> np.ndarray: +def select_augmented_frames(df: pd.DataFrame, sigma: int = 5) -> np.ndarray: """ Samples frames for augmentation, biased around the snap. Inputs: - df: Tracking rows with frame identifiers and snap offsets. - - num_samples: Number of frame identifiers to sample. - sigma: Spread of the snap-centered weighting. Outputs: - selected_frames: Array of frameUniqueId values to augment. """ - df_frames = df[["frameUniqueId", "frames_from_snap"]].drop_duplicates() - weights = np.exp(-((df_frames["frames_from_snap"] + 10) ** 2) / (2 * sigma**2)) + df_frames = ( + df[["frameUniqueId", "frames_from_snap"]] + .dropna(subset=["frameUniqueId", "frames_from_snap"]) + .drop_duplicates(subset=["frameUniqueId"]) # one row per frame id (critical) + .reset_index(drop=True) + ) + + n = len(df_frames) + if n == 0: + raise ValueError("select_augmented_frames: no valid frames after dropna/dedup") + + # sample size based on the actual candidate pool + num_samples = n // 3 + if num_samples <= 0: + raise ValueError(f"select_augmented_frames: num_samples={num_samples} from n={n}") + + x = df_frames["frames_from_snap"].to_numpy(dtype=np.float64) + sigma = float(sigma) + + weights = np.exp(-((x + 10.0) ** 2) / (2.0 * sigma**2)) + + # Validate weights BEFORE normalization + if not np.isfinite(weights).all(): + bad = np.sum(~np.isfinite(weights)) + raise ValueError(f"select_augmented_frames: weights contain non-finite values (count={bad})") + + s = weights.sum() + if not np.isfinite(s) or s <= 0: + raise ValueError(f"select_augmented_frames: bad weights sum={s}") + + weights = weights / s - weights /= weights.sum() + # Final probability sanity checks + if (weights < 0).any(): + raise ValueError("select_augmented_frames: weights contain negative values after normalization") + # (Optional strictness) + # if not np.isclose(weights.sum(), 1.0): + # raise ValueError(f"select_augmented_frames: weights not normalized, sum={weights.sum()}") - selected_frames = np.random.choice(df_frames["frameUniqueId"], size=num_samples, replace=False, p=weights) + frame_ids = df_frames["frameUniqueId"].to_numpy() + if num_samples > len(frame_ids): + raise ValueError(f"select_augmented_frames: num_samples={num_samples} > candidates={len(frame_ids)}") - return selected_frames + return np.random.choice(frame_ids, size=num_samples, replace=False, p=weights) def data_augmentation(df: pd.DataFrame, augmented_frames: Iterable[str]) -> pd.DataFrame: @@ -313,7 +348,7 @@ def add_frames_from_snap(df: pd.DataFrame) -> pd.DataFrame: - df_with_offsets: Dataframe including frames_from_snap column. """ - snap_frames = df[df["frameType"] == "SNAP"].groupby("uniqueId")["frameId"].first() + snap_frames = df[df["event"] == "ball_snap"].groupby("uniqueId")["frameId"].first() df = df.merge(snap_frames.rename("snap_frame"), on="uniqueId", how="left") df["frames_from_snap"] = df["frameId"] - df["snap_frame"] diff --git a/src/create_features.py b/src/create_features.py index 6255d0b..cab4178 100644 --- a/src/create_features.py +++ b/src/create_features.py @@ -48,13 +48,14 @@ def clean_df(location_df: pd.DataFrame, plays_df: pd.DataFrame, game_df: pd.Data location_df = label_offense_defense_manzone(location_df, plays_df) location_df = location_df[(location_df["club"] != "football") & (location_df["passAttempt"] == 1)] - location_df = location_df.merge(game_df[["gameId", "week"]], on="gameId", how="left") location_df["uniqueId"] = location_df["gameId"].astype(str) + "_" + location_df["playId"].astype(str) + location_df["frameUniqueId"] = location_df["gameId"].astype(str) + "_" + location_df["playId"].astype(str) + "_" + location_df["frameId"].astype(str) location_df = add_frames_from_snap(location_df) + location_df = location_df[(location_df["frames_from_snap"] >= -150) & (location_df["frames_from_snap"] <= 50)] return location_df @@ -75,11 +76,8 @@ def _process_df(location_df: pd.DataFrame, plays_df: pd.DataFrame, games_df: pd. location_df = clean_df(location_df, plays_df, games_df) location_df = location_df[location_df["frameId"] % 2 == 0] - - num_unique_frames = len(set(location_df["frameUniqueId"])) - selected_frames = select_augmented_frames(location_df, int(num_unique_frames / 3), sigma=5) + selected_frames = select_augmented_frames(location_df, sigma=5) augmented_location_df = data_augmentation(location_df, selected_frames) - combined_location_df = pd.concat([location_df, augmented_location_df]) return combined_location_df @@ -130,7 +128,7 @@ def main() -> None: logging.info("Timing decorators disabled") # Define training/validation - seasons_weeks = {"2021": range(1, 9), "2022": range(1, 10)} + seasons_weeks = {2021: range(1, 9), 2022: range(1, 10)} # Features and target defintions features = ["x_clean", "y_clean", "v_x", "v_y", "defense"] @@ -142,11 +140,11 @@ def main() -> None: for s in seasons_weeks.keys(): for w in seasons_weeks[s]: - logging.info(f"Processing week: {w}") + logging.info(f"Processing season {s}, week: {w}") location_df_w = raw.get_tracking_data(weeks=[w], seasons=[s]) combined_loc_df_w = _process_df(location_df_w, plays_df, games_df) - keep_cols = ["frameUniqueId", "displayName", "frameId", "frameType", "x_clean", "y_clean", "v_x", "v_y", "defensiveTeam", "pff_manZone", "defense"] + keep_cols = ["frameUniqueId", "frameId", "x_clean", "y_clean", "v_x", "v_y", "defensiveTeam", "pff_manZone", "defense"] combined_loc_df_w = combined_loc_df_w[keep_cols].copy() for c in ["x_clean", "y_clean", "v_x", "v_y", "defense"]: diff --git a/src/generate_predictions.py b/src/generate_predictions.py index 859b504..e6ebfe8 100644 --- a/src/generate_predictions.py +++ b/src/generate_predictions.py @@ -5,8 +5,6 @@ import json import logging -import os -from pathlib import Path import numpy as np import pandas as pd @@ -21,30 +19,23 @@ from load_data import RawDataLoader from models.transformer import create_transformer_model -# ... at top of file you already import ProfilerActivity, so just add record_function, schedule if needed. - -def process_week_data_preds(week_number: int, plays: pd.DataFrame) -> pd.DataFrame: +def process_week_data_preds(rawLoader: RawDataLoader, s: int, w: int, plays: pd.DataFrame) -> pd.DataFrame: """ Loads, cleans, and labels a single week's tracking data. Inputs: - - week_number: Week to process. + - rawLoader: Data laoder object to retrieve weekly tracking data. + - s: Season number to process. + - w: Week number to process. - plays: Play metadata with labels. Outputs: - week_df: Cleaned and labeled tracking rows for the requested week. """ - # Swap the data root if it's CI (since CI runs with a local runner we are using the actual data location to avoid having the VM do git LFS pulls) - if os.getenv("CI_DATA_ROOT"): - WEEK_PARQUET_PATH = Path(os.getenv("CI_DATA_ROOT")) / f"tracking_week_{week_number}.parquet" - else: - WEEK_PARQUET_PATH = PROJECT_ROOT / "data" / "parquet" / f"tracking_week_{week_number}.parquet" - # Load data - week = pd.read_parquet(WEEK_PARQUET_PATH) - logging.info(f"Finished reading Week {week_number} data") + week = rawLoader.get_tracking_data(weeks=[w], seasons=[s]) # Apply cleaning functions week = rotate_direction_and_orientation(week) @@ -54,12 +45,12 @@ def process_week_data_preds(week_number: int, plays: pd.DataFrame) -> pd.DataFra # week = label_offense_defense_coverage(week, plays) # for specific coverage... currently set to man/zone only week = label_offense_defense_manzone(week, plays) - week["week"] = week_number + week["week"] = w week["uniqueId"] = week["gameId"].astype(str) + "_" + week["playId"].astype(str) week["frameUniqueId"] = week["gameId"].astype(str) + "_" + week["playId"].astype(str) + "_" + week["frameId"].astype(str) # Add frames_from_snap (to do: make this a function but fine for now) - snap_frames = week[week["frameType"] == "SNAP"].groupby("uniqueId")["frameId"].first() + snap_frames = week[week["event"] == "ball_snap"].groupby("uniqueId")["frameId"].first() week = week.merge(snap_frames.rename("snap_frame"), on="uniqueId", how="left") week["frames_from_snap"] = week["frameId"] - week["snap_frame"] @@ -78,7 +69,7 @@ def process_week_data_preds(week_number: int, plays: pd.DataFrame) -> pd.DataFra # week = pd.concat([week, week_aug]) - logging.info(f"Finished processing Week {week_number} data") + logging.info(f"Finished processing seasson {s} week {w} data") return week @@ -215,83 +206,85 @@ def main() -> None: # Load data rawLoader = RawDataLoader() - _, plays_df, _, _ = rawLoader.get_data(weeks=list(range(1, 10))) + games_df, plays_df, players_df = rawLoader.get_base_data() # Process + predict one week at a time (keeps RAM low) - for week_eval in [9]: - week_df = process_week_data_preds(week_eval, plays_df) - - # Filtering early to shrink memory - week_df = week_df[(week_df["club"] != "football") & (week_df["passAttempt"] == 1)].copy() - - # Polars convert optional for speed - tracking_df_polars = pl.DataFrame(week_df) - - # Stream predictions to CSV in batches - weekly_predictions_path_csv = PROJECT_ROOT / "data" / "inference" / f"week{week_eval}_preds.csv" - wrote_header = False - batch = [] - - # Iterate unique frames without building a giant Python set - list_ids = pd.unique(week_df["frameUniqueId"].values) - - logging.info(f"Starting loop for week {week_eval}...") - for idx, frame_id in enumerate(list_ids, start=1): - if idx % 20000 == 0: - logging.info(f"Processed {idx}/{len(list_ids)} frames ({100 * idx / len(list_ids):.1f}%)") - - # Grab frame rows (polars or pandas) - if tracking_df_polars is not None: - frame = tracking_df_polars.filter(pl.col("frameUniqueId") == frame_id).to_pandas() - else: - frame = week_df.loc[week_df["frameUniqueId"] == frame_id] - - # Lightweight tensor build - frame_tensor = prepare_tensor(frame) - if frame_tensor is None: - continue - - # Save the first tensor for profiling later - if idx == 1: - torch.save(frame_tensor, PROJECT_ROOT / "data" / "inference" / "example_frame_tensor.pt") - - # Move to device and run inference - frame_tensor = frame_tensor.to(device, non_blocking=True) - with torch.no_grad(): - outputs = model(frame_tensor) # [1, 2] - probabilities = torch.softmax(outputs, dim=1).cpu().numpy()[0] - zone_prob, man_prob = float(probabilities[0]), float(probabilities[1]) - pred = 0 if zone_prob > man_prob else 1 - actual = int(frame["pff_manZone"].iloc[0]) if "pff_manZone" in frame.columns and not pd.isna(frame["pff_manZone"].iloc[0]) else -1 - - play_id = "_".join(frame_id.split("_")[:2]) - frame_num = int(frame_id.split("_")[-1]) - - batch.append({"frameUniqueId": frame_id, "uniqueId": play_id, "frameId": frame_num, "zone_prob": zone_prob, "man_prob": man_prob, "pred": pred, "actual": actual}) - - # Flush batch to CSV to keep RAM low - if len(batch) >= config["batch_size"]: + seasons_weeks = {2022: [9]} + for s in seasons_weeks.keys(): + for w in seasons_weeks[s]: + week_df = process_week_data_preds(rawLoader, s, w, plays_df) + + # Filtering early to shrink memory + week_df = week_df[(week_df["club"] != "football") & (week_df["passAttempt"] == 1)].copy() + + # Polars convert optional for speed + tracking_df_polars = pl.DataFrame(week_df) + + # Stream predictions to CSV in batches + weekly_predictions_path_csv = PROJECT_ROOT / "data" / "inference" / f"week{w}_preds.csv" + wrote_header = False + batch = [] + + # Iterate unique frames without building a giant Python set + list_ids = pd.unique(week_df["frameUniqueId"].values) + + logging.info(f"Starting loop for week {w}...") + for idx, frame_id in enumerate(list_ids, start=1): + if idx % 20000 == 0: + logging.info(f"Processed {idx}/{len(list_ids)} frames ({100 * idx / len(list_ids):.1f}%)") + + # Grab frame rows (polars or pandas) + if tracking_df_polars is not None: + frame = tracking_df_polars.filter(pl.col("frameUniqueId") == frame_id).to_pandas() + else: + frame = week_df.loc[week_df["frameUniqueId"] == frame_id] + + # Lightweight tensor build + frame_tensor = prepare_tensor(frame) + if frame_tensor is None: + continue + + # Save the first tensor for profiling later + if idx == 1: + torch.save(frame_tensor, PROJECT_ROOT / "data" / "inference" / "example_frame_tensor.pt") + + # Move to device and run inference + frame_tensor = frame_tensor.to(device, non_blocking=True) + with torch.no_grad(): + outputs = model(frame_tensor) # [1, 2] + probabilities = torch.softmax(outputs, dim=1).cpu().numpy()[0] + zone_prob, man_prob = float(probabilities[0]), float(probabilities[1]) + pred = 0 if zone_prob > man_prob else 1 + actual = int(frame["pff_manZone"].iloc[0]) if "pff_manZone" in frame.columns and not pd.isna(frame["pff_manZone"].iloc[0]) else -1 + + play_id = "_".join(frame_id.split("_")[:2]) + frame_num = int(frame_id.split("_")[-1]) + + batch.append({"frameUniqueId": frame_id, "uniqueId": play_id, "frameId": frame_num, "zone_prob": zone_prob, "man_prob": man_prob, "pred": pred, "actual": actual}) + + # Flush batch to CSV to keep RAM low + if len(batch) >= config["batch_size"]: + pd.DataFrame(batch).to_csv(weekly_predictions_path_csv, mode="a", header=not wrote_header, index=False) + wrote_header = True + batch.clear() + + # Flush tail + if batch: pd.DataFrame(batch).to_csv(weekly_predictions_path_csv, mode="a", header=not wrote_header, index=False) - wrote_header = True batch.clear() - # Flush tail - if batch: - pd.DataFrame(batch).to_csv(weekly_predictions_path_csv, mode="a", header=not wrote_header, index=False) - batch.clear() - - logging.info(f"Finished week {week_eval}... saved to week{week_eval}_preds.csv\n") + logging.info(f"Finished week {w}... saved to week{w}_preds.csv\n") - # Merge week_df with preds (per-week, small) - preds_week = pd.read_csv(weekly_predictions_path_csv, usecols=["frameUniqueId", "zone_prob", "man_prob", "pred", "actual"]) - tracking_preds = week_df.merge(preds_week, on="frameUniqueId", how="left") - tracking_preds.to_csv(PROJECT_ROOT / "data" / "inference" / f"tracking_week_{week_eval}_preds.csv", index=False) + # Merge week_df with preds (per-week, small) + preds_week = pd.read_csv(weekly_predictions_path_csv, usecols=["frameUniqueId", "zone_prob", "man_prob", "pred", "actual"]) + tracking_preds = week_df.merge(preds_week, on="frameUniqueId", how="left") + tracking_preds.to_parquet(PROJECT_ROOT / "data" / "inference" / f"tracking_s{s}_w{w}_preds.parquet", index=False) - # Free RAM before next week - del week_df, tracking_df_polars, preds_week, tracking_preds - import gc + # Free RAM before next week + del week_df, tracking_df_polars, preds_week, tracking_preds + import gc - gc.collect() + gc.collect() # If profiling flag is set, run profiler if args.profile: diff --git a/src/load_data.py b/src/load_data.py index ac9d660..e351ccf 100644 --- a/src/load_data.py +++ b/src/load_data.py @@ -79,6 +79,7 @@ def _load_base_data(self) -> None: plays_2021_df = self._load_parquet(self.DATA_PATH / "2021" / "plays.parquet") plays_2021_df["season"] = 2021 + plays_2021_df["pff_manZone"] = plays_2021_df["pff_passCoverageType"] plays_2022_df = self._load_parquet(self.DATA_PATH / "2022" / "plays.parquet") plays_2022_df["season"] = 2022 self.plays_df = pd.concat([plays_2021_df, plays_2022_df], ignore_index=True) @@ -95,12 +96,15 @@ def _load_tracking_data(self, weeks: list[int], seasons: list[int]) -> None: """ weekly_dfs = [] - for season in seasons: for week in weeks: filepath = self.DATA_PATH / f"{season}" / f"tracking_week_{week}.parquet" df = self._load_parquet(filepath) df["season"] = season + + # 2021 data doesn't have club which we use in processing, assign that to team + if season == 2021: + df["club"] = df["team"] if df is not None: weekly_dfs.append(df) else: diff --git a/src/process_predictions.py b/src/process_predictions.py new file mode 100644 index 0000000..2c6ff87 --- /dev/null +++ b/src/process_predictions.py @@ -0,0 +1,249 @@ +#!/usr/bin/env python +""" +Trains and tunes a transformer model for man/zone classification on tracking data. +""" + +import matplotlib.animation as animation +import matplotlib.pyplot as plt +import pandas as pd +from matplotlib.ticker import AutoMinorLocator, MultipleLocator + +from common.paths import PROJECT_ROOT +from load_data import RawDataLoader + + +def plot_accuracy_across_frames(s: int, w: int, df: pd.DataFrame) -> None: + """ + Plots accuracy pre snap and a few moments post SNAP for all provided plays in a week. + + Inputs: + - s: Season number, used to label plot title. + - w: Week number, , used to label plot title. + - df: Dataframe of predictions for all plays in a specific week. + + Outputs: + - Plot saved to data/inference/*.png. + """ + + # Create a new human readable column + df["seconds_from_snap"] = df["frames_from_snap"] / 10 + + # Group all the rows of the same time step together then take the mean of those rows (1 or 0) to yield accuracy + accuracy_by_frame = df.groupby("seconds_from_snap")["base_correct"].mean() + + # Colors (NGS-ish palette) + BG = "#0b1736" # dark navy + AX_BG = "#121e45" # panel navy + GRID = "#3b4268" # grid gray-blue + LINE = "#00e28e" # neon green + ACCENT = "#39c0ff" # cyan for highlights + TEXT = "#dfe6ff" # off-white text + SUBT = "#9aa5d1" # subdued text + + fig, ax = plt.subplots(figsize=(10, 6), dpi=120, facecolor=BG) + ax.set_facecolor(AX_BG) + + # Plot + ax.plot(accuracy_by_frame.index, accuracy_by_frame.values, marker="o", linestyle="-", linewidth=2.8, markersize=5, color=LINE, label="Accuracy") + + # Grid + ticks (match animation) + ax.yaxis.set_major_locator(MultipleLocator(0.1)) + ax.xaxis.set_minor_locator(AutoMinorLocator(4)) + ax.yaxis.set_minor_locator(AutoMinorLocator(2)) + + ax.grid(True, which="major", color=GRID, linewidth=1.0, alpha=0.6) + ax.grid(True, which="minor", color=GRID, linewidth=0.6, alpha=0.35) + + # Vertical line at snap (t = 0) + ax.axvline(0.0, color=ACCENT, linestyle="--", linewidth=1.2, alpha=0.9) + + # Labels & title (dark theme) + ax.set_xlabel("Seconds from Snap", color=TEXT, fontweight="bold") + ax.set_ylabel("Accuracy", color=TEXT, fontweight="bold") + ax.set_title("Season {s}: Week {w} Accuracy", loc="left", pad=8, color=TEXT, fontsize=10) + + # Tick colors + ax.yaxis.set_major_locator(MultipleLocator(0.02)) # tick every 0.02 + ax.tick_params(axis="x", colors=TEXT) + ax.tick_params(axis="y", colors=TEXT) + + # Legend styling + legend = ax.legend(facecolor=AX_BG, edgecolor=GRID) + for text in legend.get_texts(): + text.set_color(SUBT) + + fig.tight_layout() + plt.savefig(PROJECT_ROOT / "data" / "inference" / f"plot_s{s}_w{w}_accuracy.png", dpi=300) + + +def animate_play(df: pd.DataFrame, game_id: int, play_id: int, quarter: int, play_description: str, actual_coverage: str, specific_coverage: str) -> None: + """ + Animates a specific play to show accuracy across frames, mostly before snap with a few frames shown post snap. + + Inputs: + - df: Dataframe of predictions for all plays in a specific week. + - game_id: game id to lookup in df. + - play_id: play id to lookup in df. + - quarter: quarter that we are looking at for plot. + - play_description: provided play description. + - actual_coverage: Man or Zone designation. + - specific_coverage: Precise coverage (i.e. Cover-1) + + Outputs: + - Animated plot saved to data/inference/*.gif + """ + + # Create the unique id for lookup in our df + uuid = f"{game_id}_{play_id}" + + # Create the plot df + plot_df = df[(df["uniqueId"] == uuid) & (df["frames_from_snap"] < 300) & (df["frames_from_snap"] > -200)].copy() + plot_df["seconds_from_snap"] = plot_df["frames_from_snap"] / 10 # Create human readable seconds (frames are at 10 Hz) + plot_df = plot_df.sort_values("seconds_from_snap") # Sort for seconds from snap + plot_df = plot_df.dropna(subset=["man_prob"]) # Drop rows with missing y to avoid NaN issues + plot_df = plot_df.iloc[::10, :].reset_index(drop=True) # Downsample (since frame logging at 10 Hz, logging at 1 Hz) + if plot_df.empty: + print(f"[skip] No frames for {uuid}") + return + + # Push to numpy + x_all = plot_df["seconds_from_snap"].to_numpy() + y_all = plot_df["man_prob"].to_numpy() + + # Colors (NGS-ish palette) + BG = "#0b1736" # dark navy + AX_BG = "#121e45" # panel navy + GRID = "#3b4268" # grid gray-blue + LINE = "#00e28e" # neon green + ACCENT = "#39c0ff" # cyan for highlights + TEXT = "#dfe6ff" # off-white text + SUBT = "#9aa5d1" # subdued text + + # Create plot + fig, ax = plt.subplots(figsize=(10, 6), dpi=120, facecolor=BG) + ax.set_facecolor(AX_BG) + (line,) = ax.plot([], [], lw=2.8, color=LINE, label="Man Probability") + dot = ax.plot([], [], marker="o", markersize=6, color=ACCENT, lw=0)[0] + txt = ax.text(0.99, 0.98, "", transform=ax.transAxes, ha="right", va="top", color=SUBT, fontsize=10) + ax.set_xlim(x_all.min(), x_all.max()) + ax.set_ylim(0, 1) + ax.yaxis.set_major_locator(MultipleLocator(0.1)) + ax.grid(True, which="major", color=GRID, linewidth=1.0, alpha=0.6) + ax.grid(True, which="minor", color=GRID, linewidth=0.6, alpha=0.35) + ax.xaxis.set_minor_locator(AutoMinorLocator(4)) + ax.yaxis.set_minor_locator(AutoMinorLocator(2)) + # Create title text + coverage = "Man" if actual_coverage == 1 else "Zone" + title_text = f"Q{quarter}: {play_description}\n Actual Coverage: {coverage} - {specific_coverage}\n" + + # Continued formatting + ax.set_title(title_text, loc="left", pad=8, color=TEXT, fontsize=10) + ax.set_xlabel("Seconds from Snap", color=TEXT, fontweight="bold") + ax.set_ylabel("Man Probability", color=TEXT, fontweight="bold") + ax.axvline(0.0, color=ACCENT, linestyle="--", linewidth=1.2, alpha=0.9) + + # Make tick labels match dark theme + ax.tick_params(axis="x", colors=TEXT) + ax.tick_params(axis="y", colors=TEXT) + + ########################################################## + # Animation + ########################################################## + def init() -> None: + line.set_data([], []) + dot.set_data([], []) + txt.set_text("") + return (line, dot, txt) + + def update(i: int) -> None: + # i goes from 0..len(x_all)-1 + x = x_all[: i + 1] # include current frame + y = y_all[: i + 1] + line.set_data(x, y) + # IMPORTANT: wrap scalars as sequences + dot.set_data([x[-1]], [y[-1]]) + txt.set_text(f"t = {x[-1]:.2f}s P(man) = {y[-1]:.2f}") + return (line, dot, txt) + + ani = animation.FuncAnimation(fig, update, frames=len(x_all), init_func=init, blit=True, interval=1, repeat=False) + fig.tight_layout() + ani.save(PROJECT_ROOT / "data" / "inference" / f"play_{uuid}.gif", writer="pillow", fps=60) + plt.close(fig) + + +def main() -> None: + """ + Driver to process predictions and make plots. + + Inputs: + - None. + + Outputs: + - None. + """ + + # Load predictions + predictions = [] + + for s in [2022]: + for w in [9]: + preds_week = pd.read_parquet(PROJECT_ROOT / "data" / "inference" / f"tracking_s{s}_w{w}_preds.parquet") + predictions.append(preds_week) + print(f"Finished processing seasons {s}, week {w}...") + + predictions_df = pd.concat(predictions, ignore_index=True) + predictions_df["base_correct"] = predictions_df["pred"] == predictions_df["actual"] + + # Take 15s before snap and 1.5s post snap + week_truncated_play_df = predictions_df[(predictions_df["week"] == 9) & (predictions_df["frames_from_snap"] < 15) & (predictions_df["frames_from_snap"] > -150)].copy() + + # Create plot + plot_accuracy_across_frames(s=s, w=w, df=week_truncated_play_df) + + ################### + # Grab plays that have the largest increase in man coverage probability, end with over 80% man prob and are passes + ###################### + + # Get a df that is only pre snap and pass attempts, also that is sorted by frames from snap + pre_snap_df = predictions_df[(predictions_df["frames_from_snap"] < 0) & (predictions_df["passAttempt"] == 1)].copy() + pre_snap_df = pre_snap_df.sort_values(["gameId", "playId", "frames_from_snap"]) + + # For each play, get the min (earliest frame) and max (latest pre-snap frame) man_prob + change_df = ( + pre_snap_df.groupby(["gameId", "playId"]) + .agg( + man_prob_start=("man_prob", "first"), # Assign first value of man probability to man_prob_start + man_prob_end=("man_prob", "last"), # Assign last value of man probability to man_prob end + ) + .reset_index() + ) + + # Compute the largest change and create a view that is this sorted + change_df["man_prob_change"] = change_df["man_prob_end"] - change_df["man_prob_start"] + largest_man_prob_increase = change_df.sort_values("man_prob_change", ascending=False) + largest_man_prob_increase = largest_man_prob_increase[largest_man_prob_increase["man_prob_end"] > 0.8] + top_50_plays = largest_man_prob_increase.head(50) + + # Load in plays df + rawLoader = RawDataLoader() + games_df, plays_df, players_df = rawLoader.get_base_data() + + # Merge + merged_df = predictions_df.merge(plays_df, on=["gameId", "playId"], how="left") + for _, row in top_50_plays.iterrows(): + play = merged_df[(merged_df["playId"] == row["playId"]) & (merged_df["gameId"] == row["gameId"])] + if play["passResult"].values[0] == "C": + print(f"gameId: {play['gameId'].iloc[0]}, playId: {play['playId'].iloc[0]}, Q: {play['quarter'].iloc[0]}, {play['playDescription'].iloc[0]}") + animate_play( + df=week_truncated_play_df, + game_id=play["gameId"].iloc[0], + play_id=play["playId"].iloc[0], + quarter=play["quarter"].iloc[0], + play_description=play["playDescription"].iloc[0], + actual_coverage=play["actual"].iloc[0], + specific_coverage=play["pff_passCoverage"].iloc[0], + ) + + +if __name__ == "__main__": + main() diff --git a/src/train_transformer.py b/src/train_transformer.py index 8e00c98..567cc4d 100644 --- a/src/train_transformer.py +++ b/src/train_transformer.py @@ -279,9 +279,7 @@ def run_trial(config: dict[str, float | int], args: argparse.Namespace) -> None: train_losses = [] val_losses = [] val_accuracies = [] - early_stopping_patience = 20 best_val_loss = float("inf") - epochs_no_improve = 0 # If running in CI mode, reduce epochs for speed, we just want to ensure it can actually train, not train a whole model in testing here (for pipelines later) if args.ci: @@ -317,17 +315,11 @@ def run_trial(config: dict[str, float | int], args: argparse.Namespace) -> None: val_losses.append(avg_val_loss) val_accuracies.append(val_accuracy) - # Adding early stopping check (effort to prevent overfitting) + # Update saved model best_model_path = PROJECT_ROOT / "data" / "training" / "transformer.pt" if avg_val_loss < best_val_loss: best_val_loss = avg_val_loss - epochs_no_improve = 0 torch.save(model.state_dict(), best_model_path) - else: - epochs_no_improve += 1 - if epochs_no_improve >= early_stopping_patience: - logging.info("Early stopping triggered") - break # Stop profiler if prof: From 5735371a2088f43b34174a032f05f7eefa460155 Mon Sep 17 00:00:00 2001 From: Sam Evani Date: Sun, 14 Dec 2025 21:05:59 -0600 Subject: [PATCH 04/10] A few cleanup things --- src/process_predictions.py | 65 ++++++++++++++++++++++---------------- 1 file changed, 38 insertions(+), 27 deletions(-) diff --git a/src/process_predictions.py b/src/process_predictions.py index 2c6ff87..524c264 100644 --- a/src/process_predictions.py +++ b/src/process_predictions.py @@ -1,6 +1,6 @@ #!/usr/bin/env python """ -Trains and tunes a transformer model for man/zone classification on tracking data. +Processes predictions to create various plots and animations to interpret model results. """ import matplotlib.animation as animation @@ -171,6 +171,38 @@ def update(i: int) -> None: plt.close(fig) +def get_top_man_coverage_prob_increase_plays(predictions_df: pd.Dataframe) -> pd.Dataframe: + """ + Grab plays that have the largest increase in man coverage probability, end with over 80% man prob and are passes. + + Inputs: + - df: Dataframe of predictions for all plays in a specific week. + + Outputs: + - Datafrane of top 50 plays + """ + # Get a df that is only pre snap and pass attempts, also that is sorted by frames from snap + pre_snap_df = predictions_df[(predictions_df["frames_from_snap"] < 0) & (predictions_df["passAttempt"] == 1)].copy() + pre_snap_df = pre_snap_df.sort_values(["gameId", "playId", "frames_from_snap"]) + + # For each play, get the min (earliest frame) and max (latest pre-snap frame) man_prob + change_df = ( + pre_snap_df.groupby(["gameId", "playId"]) + .agg( + man_prob_start=("man_prob", "first"), # Assign first value of man probability to man_prob_start + man_prob_end=("man_prob", "last"), # Assign last value of man probability to man_prob end + ) + .reset_index() + ) + + # Compute the largest change and create a view that is this sorted + change_df["man_prob_change"] = change_df["man_prob_end"] - change_df["man_prob_start"] + largest_man_prob_increase = change_df.sort_values("man_prob_change", ascending=False) + largest_man_prob_increase = largest_man_prob_increase[largest_man_prob_increase["man_prob_end"] > 0.8] + top_50_plays = largest_man_prob_increase.head(50) + return top_50_plays + + def main() -> None: """ Driver to process predictions and make plots. @@ -184,13 +216,11 @@ def main() -> None: # Load predictions predictions = [] - for s in [2022]: for w in [9]: preds_week = pd.read_parquet(PROJECT_ROOT / "data" / "inference" / f"tracking_s{s}_w{w}_preds.parquet") predictions.append(preds_week) print(f"Finished processing seasons {s}, week {w}...") - predictions_df = pd.concat(predictions, ignore_index=True) predictions_df["base_correct"] = predictions_df["pred"] == predictions_df["actual"] @@ -200,29 +230,8 @@ def main() -> None: # Create plot plot_accuracy_across_frames(s=s, w=w, df=week_truncated_play_df) - ################### - # Grab plays that have the largest increase in man coverage probability, end with over 80% man prob and are passes - ###################### - - # Get a df that is only pre snap and pass attempts, also that is sorted by frames from snap - pre_snap_df = predictions_df[(predictions_df["frames_from_snap"] < 0) & (predictions_df["passAttempt"] == 1)].copy() - pre_snap_df = pre_snap_df.sort_values(["gameId", "playId", "frames_from_snap"]) - - # For each play, get the min (earliest frame) and max (latest pre-snap frame) man_prob - change_df = ( - pre_snap_df.groupby(["gameId", "playId"]) - .agg( - man_prob_start=("man_prob", "first"), # Assign first value of man probability to man_prob_start - man_prob_end=("man_prob", "last"), # Assign last value of man probability to man_prob end - ) - .reset_index() - ) - - # Compute the largest change and create a view that is this sorted - change_df["man_prob_change"] = change_df["man_prob_end"] - change_df["man_prob_start"] - largest_man_prob_increase = change_df.sort_values("man_prob_change", ascending=False) - largest_man_prob_increase = largest_man_prob_increase[largest_man_prob_increase["man_prob_end"] > 0.8] - top_50_plays = largest_man_prob_increase.head(50) + # Get top x plays that have the large man coverage prob increase and are pass plays + top_plays_df = get_top_man_coverage_prob_increase_plays # Load in plays df rawLoader = RawDataLoader() @@ -230,7 +239,9 @@ def main() -> None: # Merge merged_df = predictions_df.merge(plays_df, on=["gameId", "playId"], how="left") - for _, row in top_50_plays.iterrows(): + + # Create animations + for _, row in top_plays_df.iterrows(): play = merged_df[(merged_df["playId"] == row["playId"]) & (merged_df["gameId"] == row["gameId"])] if play["passResult"].values[0] == "C": print(f"gameId: {play['gameId'].iloc[0]}, playId: {play['playId'].iloc[0]}, Q: {play['quarter'].iloc[0]}, {play['playDescription'].iloc[0]}") From e56eb2527205b2e5d23c59761257cc74c46bc631 Mon Sep 17 00:00:00 2001 From: Sam Evani Date: Sun, 14 Dec 2025 21:47:31 -0600 Subject: [PATCH 05/10] Adding confusion matrix into process predictions --- .gitignore | 1 + src/process_predictions.py | 26 +++++++++++++++++++++++--- 2 files changed, 24 insertions(+), 3 deletions(-) diff --git a/.gitignore b/.gitignore index 3191938..a957c2f 100644 --- a/.gitignore +++ b/.gitignore @@ -194,6 +194,7 @@ log # Artifacts *.pkl +artifacts/ # Any mp4s that sneak in *.mp4 \ No newline at end of file diff --git a/src/process_predictions.py b/src/process_predictions.py index 524c264..08128f8 100644 --- a/src/process_predictions.py +++ b/src/process_predictions.py @@ -7,6 +7,7 @@ import matplotlib.pyplot as plt import pandas as pd from matplotlib.ticker import AutoMinorLocator, MultipleLocator +from sklearn.metrics import ConfusionMatrixDisplay, confusion_matrix from common.paths import PROJECT_ROOT from load_data import RawDataLoader @@ -73,7 +74,7 @@ def plot_accuracy_across_frames(s: int, w: int, df: pd.DataFrame) -> None: text.set_color(SUBT) fig.tight_layout() - plt.savefig(PROJECT_ROOT / "data" / "inference" / f"plot_s{s}_w{w}_accuracy.png", dpi=300) + plt.savefig(PROJECT_ROOT / "artifacts" / f"plot_s{s}_w{w}_accuracy.png", dpi=300) def animate_play(df: pd.DataFrame, game_id: int, play_id: int, quarter: int, play_description: str, actual_coverage: str, specific_coverage: str) -> None: @@ -167,11 +168,11 @@ def update(i: int) -> None: ani = animation.FuncAnimation(fig, update, frames=len(x_all), init_func=init, blit=True, interval=1, repeat=False) fig.tight_layout() - ani.save(PROJECT_ROOT / "data" / "inference" / f"play_{uuid}.gif", writer="pillow", fps=60) + ani.save(PROJECT_ROOT / "artifacts" / f"play_{uuid}.gif", writer="pillow", fps=60) plt.close(fig) -def get_top_man_coverage_prob_increase_plays(predictions_df: pd.Dataframe) -> pd.Dataframe: +def get_top_man_coverage_prob_increase_plays(predictions_df: pd.DataFrame) -> pd.DataFrame: """ Grab plays that have the largest increase in man coverage probability, end with over 80% man prob and are passes. @@ -214,6 +215,10 @@ def main() -> None: - None. """ + # Make the articats + ARTIFACT_PATH = PROJECT_ROOT / "artifacts" + ARTIFACT_PATH.mkdir(parents=True, exist_ok=True) + # Load predictions predictions = [] for s in [2022]: @@ -255,6 +260,21 @@ def main() -> None: specific_coverage=play["pff_passCoverage"].iloc[0], ) + # Create classification report and confusion matrix + y_true = predictions_df["actual"] + y_pred = predictions_df["pred"] + cm_norm = confusion_matrix(y_true, y_pred, labels=[0, 1], normalize="true") + class_names = ["Zone", "Man"] + disp = ConfusionMatrixDisplay(confusion_matrix=cm_norm, display_labels=class_names) + fig, ax = plt.subplots(figsize=(6, 6)) + disp.plot(ax=ax, values_format=".2f", cmap="Blues") + ax.set_title("Confusion Matrix (Normalized by True Label)") + accuracy = (y_true == y_pred).mean() + ax.set_xlabel(f"Predicted label\nAccuracy = {accuracy:.3f}") + ax.set_ylabel("True label") + plt.tight_layout() + plt.savefig(PROJECT_ROOT / "artifacts" / "confusion_matrix.png", dpi=200, bbox_inches="tight") + if __name__ == "__main__": main() From 3ea4319031f46606eaf328629cc9e58686984865 Mon Sep 17 00:00:00 2001 From: Sam Evani Date: Sun, 14 Dec 2025 21:51:10 -0600 Subject: [PATCH 06/10] Adding args for CI --- src/process_predictions.py | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) diff --git a/src/process_predictions.py b/src/process_predictions.py index 08128f8..3ff559d 100644 --- a/src/process_predictions.py +++ b/src/process_predictions.py @@ -3,12 +3,15 @@ Processes predictions to create various plots and animations to interpret model results. """ +import logging + import matplotlib.animation as animation import matplotlib.pyplot as plt import pandas as pd from matplotlib.ticker import AutoMinorLocator, MultipleLocator from sklearn.metrics import ConfusionMatrixDisplay, confusion_matrix +from common.args import parse_args from common.paths import PROJECT_ROOT from load_data import RawDataLoader @@ -215,6 +218,12 @@ def main() -> None: - None. """ + # Set logging + logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s") + + # Get input args + args = parse_args() + # Make the articats ARTIFACT_PATH = PROJECT_ROOT / "artifacts" ARTIFACT_PATH.mkdir(parents=True, exist_ok=True) @@ -246,7 +255,11 @@ def main() -> None: merged_df = predictions_df.merge(plays_df, on=["gameId", "playId"], how="left") # Create animations - for _, row in top_plays_df.iterrows(): + for idx, row in top_plays_df.iterrows(): + # Only make one plot if it's CI + if args.ci and idx > 1: + break + play = merged_df[(merged_df["playId"] == row["playId"]) & (merged_df["gameId"] == row["gameId"])] if play["passResult"].values[0] == "C": print(f"gameId: {play['gameId'].iloc[0]}, playId: {play['playId'].iloc[0]}, Q: {play['quarter'].iloc[0]}, {play['playDescription'].iloc[0]}") From 6513f19cc8d141815b33653131afe4e273f9b536 Mon Sep 17 00:00:00 2001 From: Sam Evani Date: Sun, 14 Dec 2025 21:59:46 -0600 Subject: [PATCH 07/10] Adding profiler to process predictions and updating comments in ci --- .github/workflows/pr-ci.yml | 8 ++++++-- src/process_predictions.py | 13 ++++++++++++- 2 files changed, 18 insertions(+), 3 deletions(-) diff --git a/.github/workflows/pr-ci.yml b/.github/workflows/pr-ci.yml index 70d5dbc..9fba0d2 100644 --- a/.github/workflows/pr-ci.yml +++ b/.github/workflows/pr-ci.yml @@ -50,6 +50,10 @@ jobs: - name: Test transformer training run: uv run src/train_transformer.py --profile --ci - # This will use best_model.pth for inference + # This will use transformer.pt for inference, will make predictions for all of week 9 - name: Test prediction generation - run: uv run src/generate_predictions.py --profile \ No newline at end of file + run: uv run src/generate_predictions.py --profile + + # This will use the predictions saved as parquet in stage above, only 1 plot, one animated play, and one confusion matrix is created + - name: Post process predictions + run: uv run src/process_predictions.py --profile --ci \ No newline at end of file diff --git a/src/process_predictions.py b/src/process_predictions.py index 3ff559d..87f2108 100644 --- a/src/process_predictions.py +++ b/src/process_predictions.py @@ -12,10 +12,12 @@ from sklearn.metrics import ConfusionMatrixDisplay, confusion_matrix from common.args import parse_args +from common.decorators import set_time_decorators_enabled, time_fcn from common.paths import PROJECT_ROOT from load_data import RawDataLoader +@time_fcn def plot_accuracy_across_frames(s: int, w: int, df: pd.DataFrame) -> None: """ Plots accuracy pre snap and a few moments post SNAP for all provided plays in a week. @@ -80,6 +82,7 @@ def plot_accuracy_across_frames(s: int, w: int, df: pd.DataFrame) -> None: plt.savefig(PROJECT_ROOT / "artifacts" / f"plot_s{s}_w{w}_accuracy.png", dpi=300) +@time_fcn def animate_play(df: pd.DataFrame, game_id: int, play_id: int, quarter: int, play_description: str, actual_coverage: str, specific_coverage: str) -> None: """ Animates a specific play to show accuracy across frames, mostly before snap with a few frames shown post snap. @@ -175,6 +178,7 @@ def update(i: int) -> None: plt.close(fig) +@time_fcn def get_top_man_coverage_prob_increase_plays(predictions_df: pd.DataFrame) -> pd.DataFrame: """ Grab plays that have the largest increase in man coverage probability, end with over 80% man prob and are passes. @@ -207,6 +211,7 @@ def get_top_man_coverage_prob_increase_plays(predictions_df: pd.DataFrame) -> pd return top_50_plays +@time_fcn def main() -> None: """ Driver to process predictions and make plots. @@ -221,8 +226,14 @@ def main() -> None: # Set logging logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s") - # Get input args + # Parse command line args args = parse_args() + if args.profile: + set_time_decorators_enabled(True) + logging.info("Timing decorators enabled") + else: + set_time_decorators_enabled(False) + logging.info("Timing decorators disabled") # Make the articats ARTIFACT_PATH = PROJECT_ROOT / "artifacts" From a41d370a4cdf6707ee97d80a2b98765aff968c28 Mon Sep 17 00:00:00 2001 From: Sam Evani Date: Sun, 14 Dec 2025 22:16:48 -0600 Subject: [PATCH 08/10] Updating README.md --- README.md | 32 ++++++++++++++++++++++++++++---- 1 file changed, 28 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index a9e4467..19cd1d2 100644 --- a/README.md +++ b/README.md @@ -79,6 +79,22 @@ git lfs pull ``` This will fully populate `nfl/parquet/*` with: + +`2021/`: +- `games.parquet` +- `pffScoutingData.parquet` +- `players.parquet` +- `plays.parquet` +- `tracking_week_1.parquet` +- `tracking_week_2.parquet` +- `tracking_week_3.parquet` +- `tracking_week_4.parquet` +- `tracking_week_5.parquet` +- `tracking_week_6.parquet` +- `tracking_week_7.parquet` +- `tracking_week_8.parquet` + +`2022/`: - `games.parquet` - `player_play.parquet` - `players.parquet` @@ -93,7 +109,6 @@ This will fully populate `nfl/parquet/*` with: - `tracking_week_8.parquet` - `tracking_week_9.parquet` - ## Setup python virtual environment This project uses `uv` for managing the python virtual environment. To install uv please see the official [documentation](https://docs.astral.sh/uv/getting-started/installation/) or install via CLI below: ```bash @@ -119,9 +134,10 @@ uv run src/train_transformer.py uv run src/train_transformer.py --tune # Run inference on week 9 -uv run src/generate_predictions.py +uv run src/generate_predictions.py -# From this point you can explore the notebooks/predictions.ipynb, adjust the data path as neccesary and see the animations and plots +# Create artifacts (plot on accuracy for week 9, classification report, and animations of plays) +uv run src/process_predictions.py ``` ## Activating MLflow @@ -144,11 +160,19 @@ The last command will start the MLflow GUI at your local host loopback on port 5 ## Profiler The PyTorch profiler is used for examining the training process and run time inference. +### Miscellaneous Profiling +You can profile any core scripts with: +```bash +# Generic profiling (uses the decorators to shown time the fcns take) +uv run src/the_script.py --profile + +``` ### Profiling Training + You can profile the training process with: ```bash -uv run src/train_transformer --profile +uv run src/train_transformer.py --profile ``` This will do three things: From d18da337ddb66856b599c3a365fd2cf9561d2ddb Mon Sep 17 00:00:00 2001 From: Sam Evani Date: Sun, 14 Dec 2025 22:18:52 -0600 Subject: [PATCH 09/10] trivial name change --- .github/workflows/pr-ci.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/pr-ci.yml b/.github/workflows/pr-ci.yml index 9fba0d2..f749552 100644 --- a/.github/workflows/pr-ci.yml +++ b/.github/workflows/pr-ci.yml @@ -55,5 +55,5 @@ jobs: run: uv run src/generate_predictions.py --profile # This will use the predictions saved as parquet in stage above, only 1 plot, one animated play, and one confusion matrix is created - - name: Post process predictions + - name: Test process predictions run: uv run src/process_predictions.py --profile --ci \ No newline at end of file From 0a92c2e0cdea4f821ff7c6a045eaf5a300329ab3 Mon Sep 17 00:00:00 2001 From: Sam Evani Date: Sun, 14 Dec 2025 22:51:44 -0600 Subject: [PATCH 10/10] Fixing an error and then changing how the ci works so it animates at least one play for sure --- src/process_predictions.py | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/src/process_predictions.py b/src/process_predictions.py index 87f2108..bb6a82a 100644 --- a/src/process_predictions.py +++ b/src/process_predictions.py @@ -256,7 +256,7 @@ def main() -> None: plot_accuracy_across_frames(s=s, w=w, df=week_truncated_play_df) # Get top x plays that have the large man coverage prob increase and are pass plays - top_plays_df = get_top_man_coverage_prob_increase_plays + top_plays_df = get_top_man_coverage_prob_increase_plays(predictions_df) # Load in plays df rawLoader = RawDataLoader() @@ -266,11 +266,8 @@ def main() -> None: merged_df = predictions_df.merge(plays_df, on=["gameId", "playId"], how="left") # Create animations - for idx, row in top_plays_df.iterrows(): - # Only make one plot if it's CI - if args.ci and idx > 1: - break - + animation_created = False + for _, row in top_plays_df.iterrows(): play = merged_df[(merged_df["playId"] == row["playId"]) & (merged_df["gameId"] == row["gameId"])] if play["passResult"].values[0] == "C": print(f"gameId: {play['gameId'].iloc[0]}, playId: {play['playId'].iloc[0]}, Q: {play['quarter'].iloc[0]}, {play['playDescription'].iloc[0]}") @@ -283,6 +280,10 @@ def main() -> None: actual_coverage=play["actual"].iloc[0], specific_coverage=play["pff_passCoverage"].iloc[0], ) + animation_created = True + + if args.ci and animation_created: + break # Create classification report and confusion matrix y_true = predictions_df["actual"]

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