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Merged
Rohan5commit merged 3 commits into from
May 13, 2026
Merged

Work #23

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396f074
Add AI/Core run toggles, improve AI reporting and neutral-breakout lo…
codex May 13, 2026
190fc53
Add Cerebrium predict preflight to prevent costly broken runs
codex May 13, 2026
aa1984c
Merge branch 'main' into work
Rohan5commit May 13, 2026
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36 changes: 34 additions & 2 deletions .github/workflows/daily_trading_bot.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -231,9 +231,41 @@ jobs:
python wait_for_trained_model.py
python warm_trained_model.py

- name: Verify Cerebrium predict endpoint
id: verify_cerebrium_predict
if: ${{ steps.install_base_dependencies.outcome == 'success' && !(github.event_name == 'workflow_dispatch' && inputs.run_in_lightning_studio) && ((github.event_name != 'workflow_dispatch') || (github.event_name == 'workflow_dispatch' && !inputs.disable_ai_trading)) && steps.plan_ai_runtime.outputs.runtime_mode == 'cerebrium_full' }}
continue-on-error: true
timeout-minutes: 3
env:
CEREBRIUM_INFERENCE_URL: ${{ secrets.CEREBRIUM_INFERENCE_URL }}
CEREBRIUM_API_KEY: ${{ secrets.CEREBRIUM_API_KEY || secrets.TRAINED_MODEL_API_KEY }}
run: |
python - <<'PYCODE'
import json, os, requests
url = (os.getenv('CEREBRIUM_INFERENCE_URL') or '').strip()
if not url:
raise SystemExit('CEREBRIUM_INFERENCE_URL is empty')
payload = {
'task': 'trade_signal_classification',
'candidates': [{'symbol':'AAPL','as_of_date':'2026-05-13','return_1d':0.01,'return_5d':0.02,'return_10d':0.03,'volatility_20d':0.02,'dist_ma_20':0.01,'dist_ma_50':0.02,'rsi_14':55,'volume_ratio':1.1,'news_count_7d':1,'news_sentiment_7d':0.1}]
}
headers = {'Content-Type':'application/json','Accept':'application/json'}
key = (os.getenv('CEREBRIUM_API_KEY') or '').strip()
if key:
headers['Authorization'] = f'Bearer {key}'
r = requests.post(url, json=payload, headers=headers, timeout=45)
print('status', r.status_code)
print((r.text or '')[:500])
r.raise_for_status()
data = r.json()
if not isinstance(data, dict) or not isinstance(data.get('signals'), list):
raise SystemExit('Predict response missing signals list')
print('predict preflight ok')
PYCODE

- name: Run AI Trading Bot on Cerebrium
id: run_ai_bot_cerebrium
if: ${{ steps.install_base_dependencies.outcome == 'success' && !(github.event_name == 'workflow_dispatch' && inputs.run_in_lightning_studio) && ((github.event_name != 'workflow_dispatch') || (github.event_name == 'workflow_dispatch' && !inputs.disable_ai_trading)) && steps.plan_ai_runtime.outputs.runtime_mode == 'cerebrium_full' }}
if: ${{ steps.install_base_dependencies.outcome == 'success' && !(github.event_name == 'workflow_dispatch' && inputs.run_in_lightning_studio) && ((github.event_name != 'workflow_dispatch') || (github.event_name == 'workflow_dispatch' && !inputs.disable_ai_trading)) && steps.plan_ai_runtime.outputs.runtime_mode == 'cerebrium_full' && steps.verify_cerebrium_predict.outcome == 'success' }}
continue-on-error: true
timeout-minutes: 90
env:
Expand Down Expand Up @@ -329,7 +361,7 @@ jobs:

- name: Run AI Trading Bot (Distilled Local Fallback)
id: run_ai_bot_distilled_local
if: ${{ steps.install_base_dependencies.outcome == 'success' && !(github.event_name == 'workflow_dispatch' && inputs.run_in_lightning_studio) && ((github.event_name != 'workflow_dispatch') || (github.event_name == 'workflow_dispatch' && !inputs.disable_ai_trading)) && (steps.plan_ai_runtime.outputs.runtime_mode == 'distilled_local' || (steps.plan_ai_runtime.outputs.runtime_mode == 'cerebrium_full' && (steps.warm_cerebrium_inference.outcome == 'failure' || steps.run_ai_bot_cerebrium.outcome == 'failure')) || (steps.plan_ai_runtime.outputs.runtime_mode == 'lightning_full' && (steps.launch_lightning_inference.outcome == 'failure' || steps.run_ai_bot_in_lightning_studio.outcome == 'failure'))) }}
if: ${{ steps.install_base_dependencies.outcome == 'success' && !(github.event_name == 'workflow_dispatch' && inputs.run_in_lightning_studio) && ((github.event_name != 'workflow_dispatch') || (github.event_name == 'workflow_dispatch' && !inputs.disable_ai_trading)) && (steps.plan_ai_runtime.outputs.runtime_mode == 'distilled_local' || (steps.plan_ai_runtime.outputs.runtime_mode == 'cerebrium_full' && (steps.warm_cerebrium_inference.outcome == 'failure' || steps.verify_cerebrium_predict.outcome == 'failure' || steps.run_ai_bot_cerebrium.outcome == 'failure')) || (steps.plan_ai_runtime.outputs.runtime_mode == 'lightning_full' && (steps.launch_lightning_inference.outcome == 'failure' || steps.run_ai_bot_in_lightning_studio.outcome == 'failure'))) }}
continue-on-error: true
timeout-minutes: 60
env:
Expand Down
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