From 9ac2e027dc91e81b7bdd82492e6d8b120d5ef0d2 Mon Sep 17 00:00:00 2001 From: Omar Elfiki Date: Sat, 17 Jan 2026 01:26:00 +0100 Subject: [PATCH 1/6] adding models cli to github actions --- .github/workflows/run_models.yml | 35 ++++++++++++++++++++++++++++++++ 1 file changed, 35 insertions(+) create mode 100644 .github/workflows/run_models.yml diff --git a/.github/workflows/run_models.yml b/.github/workflows/run_models.yml new file mode 100644 index 0000000..e380566 --- /dev/null +++ b/.github/workflows/run_models.yml @@ -0,0 +1,35 @@ +name: Run Models CLI on all environments +on: + workflow_dispatch: + +jobs: + run-models: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + with: + persist-credentials: false + fetch-depth: 0 + + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: "3.10" + + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install pandas matplotlib numpy pathlib sklearn matplotlib joblib + + - name: Run Models CLI + run: | + cd models/ + python -m scripts.run + + - name: Commit & push results + uses: actions-js/push@master + with: + github_token: ${{ secrets.GITHUB_TOKEN }} + branch: ${{ github.ref_name }} + message: "Adding Experiment results [skip ci]" From 0e900e8091638aaa901723468be00a0bfbc45737 Mon Sep 17 00:00:00 2001 From: Omar Elfiki Date: Sat, 17 Jan 2026 01:28:47 +0100 Subject: [PATCH 2/6] Updating dependencies --- .github/workflows/run_models.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/run_models.yml b/.github/workflows/run_models.yml index e380566..e167e3b 100644 --- a/.github/workflows/run_models.yml +++ b/.github/workflows/run_models.yml @@ -20,7 +20,7 @@ jobs: - name: Install dependencies run: | python -m pip install --upgrade pip - pip install pandas matplotlib numpy pathlib sklearn matplotlib joblib + pip install pandas matplotlib numpy pathlib scikit-learn matplotlib joblib - name: Run Models CLI run: | From a1f30a2566e25293ecdc28586e55784c1c1d6ec6 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sat, 17 Jan 2026 00:29:39 +0000 Subject: [PATCH 3/6] Adding Experiment results [skip ci] --- .../analysis/3DBall/analysis.csv | 6 + .../3DBall/plots/confusion_matrix.png | Bin 0 -> 10922 bytes .../analysis/3DBall/plots/regression_mae.png | Bin 0 -> 14533 bytes .../analysis/3DBall/plots/roc.png | Bin 0 -> 27940 bytes .../analysis/Basic/analysis.csv | 6 + .../analysis/Basic/plots/confusion_matrix.png | Bin 0 -> 9710 bytes .../analysis/Basic/plots/regression_mae.png | Bin 0 -> 15461 bytes .../analysis/Basic/plots/roc.png | Bin 0 -> 25264 bytes .../analysis/BigWallJump/analysis.csv | 6 + .../BigWallJump/plots/confusion_matrix.png | Bin 0 -> 10944 bytes .../BigWallJump/plots/regression_mae.png | Bin 0 -> 16255 bytes .../analysis/BigWallJump/plots/roc.png | Bin 0 -> 26211 bytes .../analysis/PushBlock/analysis.csv | 6 + .../PushBlock/plots/confusion_matrix.png | Bin 0 -> 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.../predictions/BigWallJump/metadata.json | 67 ++ .../BigWallJump/models_prediction.csv | 5 + .../PushBlock/linear_steps_model.joblib | Bin 0 -> 5874 bytes .../PushBlock/linear_time_model.joblib | Bin 0 -> 5874 bytes .../PushBlock/logistic_reach_model.joblib | Bin 0 -> 4902 bytes .../predictions/PushBlock/metadata.json | 67 ++ .../PushBlock/models_prediction.csv | 5 + 39 files changed, 1156 insertions(+) create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/3DBall/analysis.csv create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/3DBall/plots/confusion_matrix.png create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/3DBall/plots/regression_mae.png create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/3DBall/plots/roc.png create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/Basic/analysis.csv create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/Basic/plots/confusion_matrix.png create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/Basic/plots/regression_mae.png create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/Basic/plots/roc.png create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/BigWallJump/analysis.csv create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/BigWallJump/plots/confusion_matrix.png create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/BigWallJump/plots/regression_mae.png create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/BigWallJump/plots/roc.png create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/PushBlock/analysis.csv create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/PushBlock/plots/confusion_matrix.png create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/PushBlock/plots/regression_mae.png create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/analysis/metadata.json create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/cv/folds.csv create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/cv/metadata.json create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/metadata.json create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/3DBall/linear_steps_model.joblib create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/3DBall/linear_time_model.joblib create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/3DBall/logistic_reach_model.joblib create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/3DBall/metadata.json create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/3DBall/models_prediction.csv create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/Basic/linear_steps_model.joblib create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/Basic/linear_time_model.joblib create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/Basic/logistic_reach_model.joblib create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/Basic/metadata.json create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/Basic/models_prediction.csv create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/BigWallJump/linear_steps_model.joblib create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/BigWallJump/linear_time_model.joblib create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/BigWallJump/logistic_reach_model.joblib create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/BigWallJump/metadata.json create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/BigWallJump/models_prediction.csv create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/PushBlock/linear_steps_model.joblib create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/PushBlock/linear_time_model.joblib create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/PushBlock/logistic_reach_model.joblib create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/PushBlock/metadata.json create mode 100644 models/experiments/exp_All_v2_2026-01-17_00-29/predictions/PushBlock/models_prediction.csv diff --git a/models/experiments/exp_All_v2_2026-01-17_00-29/analysis/3DBall/analysis.csv b/models/experiments/exp_All_v2_2026-01-17_00-29/analysis/3DBall/analysis.csv new file mode 100644 index 0000000..079ad76 --- /dev/null +++ b/models/experiments/exp_All_v2_2026-01-17_00-29/analysis/3DBall/analysis.csv @@ -0,0 +1,6 @@ +,Predicted 0,Predicted 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"buffer_size", + "epochs", + "num_agents", + "seed", + "average_cpu", + "average_ram", + "early_reward_mean", + "p_loss_mean", + "v_loss_mean", + "entropy_mean", + "algorithm" + ], + "threshold": 0.5, + "accuracy": 0.75, + "roc_auc": NaN, + "confusion_matrix": [ + [ + 0, + 0 + ], + [ + 1, + 3 + ] + ] + }, + "regressors": { + "n_train_reached": 14, + "n_test_reached": 4, + "features": [ + "steps", + "learning_rate", + "batch_size", + "buffer_size", + "epochs", + "num_agents", + "seed", + "average_cpu", + "average_ram", + "early_reward_mean", + "p_loss_mean", + "v_loss_mean", + "entropy_mean", + "algorithm" + ], + "steps": { + "mae": 96566.68946853683, + "rmse": 144248.28757239782, + "r2": -22.11952051952131 + }, + "time": { + "mae": 139.5924486775264, + "rmse": 240.092871275099, + "r2": -34.18099427659879 + } + } +} \ No newline at end of file diff --git a/models/experiments/exp_All_v2_2026-01-17_00-29/predictions/PushBlock/models_prediction.csv b/models/experiments/exp_All_v2_2026-01-17_00-29/predictions/PushBlock/models_prediction.csv new file mode 100644 index 0000000..3c745b3 --- /dev/null +++ b/models/experiments/exp_All_v2_2026-01-17_00-29/predictions/PushBlock/models_prediction.csv @@ -0,0 +1,5 @@ +run_id,environment,seed,algorithm,learning_rate,steps,batch_size,buffer_size,epochs,num_agents,total_time,average_cpu,average_ram,early_reward_mean,early_reward_mean_step,final_reward_mean,final_reward_mean_step,best_reward,best_reward_step,p_loss_mean,p_loss_mean_step,v_loss_mean,v_loss_mean_step,entropy_mean,entropy_mean_step,step_interval,threshold_value,steps_to_threshold,time_to_threshold,threshold_version,run_reached_threshold,p_reach,pred_reach,pred_steps_to_threshold_cond,pred_time_to_threshold_cond,expected_steps +C_AM_PushBlock_125,PushBlock,125,ppo,0.0003,2000000,128,2048,3.0,32.0,651,44.1,92.5,-0.1345542990763919,60000,0.0952626403034863,430000,-0.0323330692704832,480000,1.0304136841273546,60000,-0.0843870726747559,60000,0.3295627719389563,60000,420000,2.46952,120000.0,93.0,2025-11-21_09-33,1,0.8757678542513088,1,125276.82436922178,102.04798131438105,358177.7071626339 +C_AM_PushBlock_126,PushBlock,126,ppo,0.0003,2000000,128,2048,3.0,32.0,2519,33.2,83.9,-1.235701771947695,60000,-0.0211998043846441,1930000,0.1472950933433003,1620000,1.0013743130387496,60000,-0.9339673442582254,60000,-0.599356439253388,60000,1920000,2.46952,180000.0,157.4,2025-11-21_09-33,1,0.9011875907872667,1,457491.24848959193,634.3981522611991,609910.2544580607 +C_AM_PushBlock_121,PushBlock,121,ppo,0.0003,20000000,128,2048,3.0,32.0,23740,34.0,83.6,0.7971791907043101,60000,0.7085102006145002,19930000,0.5730138387379357,18960000,0.8658572479585904,60000,0.7377873836963436,60000,-0.3291926846038257,60000,19920000,2.46952,120000.0,71.5,2025-11-21_09-33,1,0.14633237074458788,0,47695.279770323075,22.036136842364787,17080331.94847036 +U_AK_PushBlock_28,PushBlock,28,ppo,0.0003,2000000,256,4096,3.0,32.0,2651,59.3,83.5,-0.8547591046906643,60000,-0.0903493809182297,1930000,0.05927729366255,1620000,-0.96362313062356,60000,-0.8471822627523871,60000,1.02162608864401,60000,1920000,2.46952,180000.0,165.7,2025-11-21_09-33,1,0.9751178024537631,1,211193.96478565672,188.55979797689014,255703.38992576077 From 9927103335bb8f5a1336e4d36b7a7982b560db14 Mon Sep 17 00:00:00 2001 From: Omar Elfiki Date: Sat, 17 Jan 2026 01:40:47 +0100 Subject: [PATCH 4/6] Enhance Models CLI output and update GitHub Actions workflow --- .github/workflows/run_models.yml | 23 +++++++++++++++-------- models/scripts/run.py | 1 + 2 files changed, 16 insertions(+), 8 deletions(-) diff --git a/.github/workflows/run_models.yml b/.github/workflows/run_models.yml index e167e3b..a59c9f1 100644 --- a/.github/workflows/run_models.yml +++ b/.github/workflows/run_models.yml @@ -23,13 +23,20 @@ jobs: pip install pandas matplotlib numpy pathlib scikit-learn matplotlib joblib - name: Run Models CLI + id: run_models run: | - cd models/ - python -m scripts.run + cd models + OUTPUT=$(python -m scripts.run) + echo "$OUTPUT" - - name: Commit & push results - uses: actions-js/push@master - with: - github_token: ${{ secrets.GITHUB_TOKEN }} - branch: ${{ github.ref_name }} - message: "Adding Experiment results [skip ci]" + EXP_DIR=$(echo "$OUTPUT" | grep "^EXPERIMENT_DIR=" | cut -d= -f2) + echo "experiment_dir=$EXP_DIR" >> $GITHUB_OUTPUT + + - name: Show experiment location + run: | + echo "## Model Experiment Output" >> $GITHUB_STEP_SUMMARY + echo "" >> $GITHUB_STEP_SUMMARY + echo "**Experiment directory:**" >> $GITHUB_STEP_SUMMARY + echo "\`${{ steps.run_models.outputs.experiment_dir }}\`" >> $GITHUB_STEP_SUMMARY + + diff --git a/models/scripts/run.py b/models/scripts/run.py index 999761d..6d51f47 100644 --- a/models/scripts/run.py +++ b/models/scripts/run.py @@ -44,6 +44,7 @@ def main(data = None, env = None, n_splits=5, test_size=0.2, seed=42, thresh=0.5 print("[INFO]: Pipeline completed successfully.") print("[INFO]: All Results saved to:", EXP_PATH, "/") + print(f"EXPERIMENT_DIR={EXP_PATH}") def prepare_directory(data_csv, env): From c89c32212e13bca6d44ab9f4f3812006f1ea7a69 Mon Sep 17 00:00:00 2001 From: Omar Elfiki Date: Sat, 17 Jan 2026 01:48:08 +0100 Subject: [PATCH 5/6] Add step to upload experiment results in GitHub Actions workflow --- .github/workflows/run_models.yml | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/.github/workflows/run_models.yml b/.github/workflows/run_models.yml index a59c9f1..0ee2713 100644 --- a/.github/workflows/run_models.yml +++ b/.github/workflows/run_models.yml @@ -39,4 +39,10 @@ jobs: echo "**Experiment directory:**" >> $GITHUB_STEP_SUMMARY echo "\`${{ steps.run_models.outputs.experiment_dir }}\`" >> $GITHUB_STEP_SUMMARY + - name: Upload experiment results + uses: actions/upload-artifact@v4 + with: + name: experiment-results + path: models/experiments/${{ steps.run_models.outputs.experiment_dir }} + From 9b46751ef7d307cd03c4e22c5386c7fc06f99aae Mon Sep 17 00:00:00 2001 From: Omar Elfiki Date: Sat, 17 Jan 2026 01:52:31 +0100 Subject: [PATCH 6/6] Update experiment output display in GitHub Actions workflow --- .github/workflows/run_models.yml | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/.github/workflows/run_models.yml b/.github/workflows/run_models.yml index 0ee2713..e86fd60 100644 --- a/.github/workflows/run_models.yml +++ b/.github/workflows/run_models.yml @@ -34,10 +34,14 @@ jobs: - name: Show experiment location run: | - echo "## Model Experiment Output" >> $GITHUB_STEP_SUMMARY + echo "## Models CLI Experiment Output" >> $GITHUB_STEP_SUMMARY echo "" >> $GITHUB_STEP_SUMMARY - echo "**Experiment directory:**" >> $GITHUB_STEP_SUMMARY - echo "\`${{ steps.run_models.outputs.experiment_dir }}\`" >> $GITHUB_STEP_SUMMARY + echo "**Contents:**" >> $GITHUB_STEP_SUMMARY + echo '```' >> $GITHUB_STEP_SUMMARY + ls -R models/experiments/${{ steps.run_models.outputs.experiment_dir }} >> $GITHUB_STEP_SUMMARY + echo '```' >> $GITHUB_STEP_SUMMARY + echo "" >> $GITHUB_STEP_SUMMARY + echo "You can download the experiment results as an artifact from the 'Artifacts' section below." >> $GITHUB_STEP_SUMMARY - name: Upload experiment results uses: actions/upload-artifact@v4