F1 read-only practice-session Telegram updates

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OVERRIDES runtime profile: uses direct_python because this read-only update task runs practice_update.py directly and does not invoke Claude/Codex or any LLM API.

Read-only F1 practice-session update scheduler. During race-weekend Friday/Saturday practice windows it refreshes FP analysis and sends a concise Telegram update when new practice data is available.

Safety constraints: - does not run run_weekly.py / full prediction pipeline - does not call superbru_submit.py - does not overwrite data/predictions/*/final_prediction.json

Schedule Fri+Sat every 30 min (08-23h)*/30 8-23 * * 5,6

EnabledYes

Run Asshell

Timeout900s

RetryYes

Next Runin 2h (2026-06-13 08:00)

Task Definition

tasks/f1-practice-updates.md

Run Asshell

Commandset

Tool-lessNo

BackgroundNo

Runtime profile

Notify destination

cd /home/lucienne/workspace/projects/f1-predictor && /usr/bin/python3.12 practice_update.py

Edit Schedule

Frequency

Result:

Runs (7d)

Completed

Failed

Timeout

100%

Success (7d)

Avg Duration

f1 practice telegram

Run History (50)

Started	Finished	Status	Duration	Output	Log
7h ago	7h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
7h ago	7h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
8h ago	8h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
8h ago	8h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
9h ago	9h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
9h ago	9h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
10h ago	10h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
10h ago	10h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
11h ago	11h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
11h ago	11h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
12h ago	12h ago	completed	17s	[Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/ ... [Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/meetings?year=2026' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401 [Practice Update] FP analysis: trying FastF1 first... [FP] Race: barcelona-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026/summary.json [FP] Sessions analysed: [] [Practice Update] FastF1 produced 0 drivers — falling back to OpenF1 [OpenF1 FP] Loading barcelona-2026... [OpenF1 FP] meeting_key=1294 Spanish Grand Prix [OpenF1 FP] skipping Practice 1: session not due yet [OpenF1 FP] skipping Practice 2: session not due yet [OpenF1 FP] skipping Practice 3: session not due yet [OpenF1 FP] Wrote summary.json — 0 drivers ranked [Practice Update] barcelona-2026: no sessions analysed and only expected no-data warnings — quiet skip, not sending	View log
12h ago	12h ago	completed	19s	[Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/ ... [Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/meetings?year=2026' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401 [Practice Update] FP analysis: trying FastF1 first... [FP] Race: barcelona-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026/summary.json [FP] Sessions analysed: [] [Practice Update] FastF1 produced 0 drivers — falling back to OpenF1 [OpenF1 FP] Loading barcelona-2026... [Practice Update] OpenF1 live-session access lock (HTTP 401) — degraded, no update sent [Practice Update] Degraded — no FP data available for barcelona-2026; quiet skip	View log
13h ago	13h ago	completed	18s	[Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/ ... [Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/meetings?year=2026' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401 [Practice Update] FP analysis: trying FastF1 first... [FP] Race: barcelona-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026/summary.json [FP] Sessions analysed: [] [Practice Update] FastF1 produced 0 drivers — falling back to OpenF1 [OpenF1 FP] Loading barcelona-2026... [Practice Update] OpenF1 live-session access lock (HTTP 401) — degraded, no update sent [Practice Update] Degraded — no FP data available for barcelona-2026; quiet skip	View log
13h ago	13h ago	completed	18s	[Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/ ... [Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/meetings?year=2026' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401 [Practice Update] FP analysis: trying FastF1 first... [FP] Race: barcelona-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026/summary.json [FP] Sessions analysed: [] [Practice Update] FastF1 produced 0 drivers — falling back to OpenF1 [OpenF1 FP] Loading barcelona-2026... [Practice Update] OpenF1 live-session access lock (HTTP 401) — degraded, no update sent [Practice Update] Degraded — no FP data available for barcelona-2026; quiet skip	View log
14h ago	14h ago	completed	18s	[Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/ ... [Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/meetings?year=2026' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401 [Practice Update] FP analysis: trying FastF1 first... [FP] Race: barcelona-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026/summary.json [FP] Sessions analysed: [] [Practice Update] FastF1 produced 0 drivers — falling back to OpenF1 [OpenF1 FP] Loading barcelona-2026... [Practice Update] OpenF1 live-session access lock (HTTP 401) — degraded, no update sent [Practice Update] Degraded — no FP data available for barcelona-2026; quiet skip	View log
14h ago	14h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
15h ago	15h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
15h ago	15h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
16h ago	16h ago	completed	20s	[Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/ ... [Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/meetings?year=2026' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401 [Practice Update] FP analysis: trying FastF1 first... [FP] Race: barcelona-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026/summary.json [FP] Sessions analysed: [] [Practice Update] FastF1 produced 0 drivers — falling back to OpenF1 [OpenF1 FP] Loading barcelona-2026... [Practice Update] OpenF1 live-session access lock (HTTP 401) — degraded, no update sent [Practice Update] Degraded — no FP data available for barcelona-2026; quiet skip	View log
16h ago	16h ago	completed	18s	[Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/ ... [Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/meetings?year=2026' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401 [Practice Update] FP analysis: trying FastF1 first... [FP] Race: barcelona-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026/summary.json [FP] Sessions analysed: [] [Practice Update] FastF1 produced 0 drivers — falling back to OpenF1 [OpenF1 FP] Loading barcelona-2026... [Practice Update] OpenF1 live-session access lock (HTTP 401) — degraded, no update sent [Practice Update] Degraded — no FP data available for barcelona-2026; quiet skip	View log
17h ago	17h ago	completed	18s	[Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/ ... [Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/meetings?year=2026' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401 [Practice Update] FP analysis: trying FastF1 first... [FP] Race: barcelona-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026/summary.json [FP] Sessions analysed: [] [Practice Update] FastF1 produced 0 drivers — falling back to OpenF1 [OpenF1 FP] Loading barcelona-2026... [Practice Update] OpenF1 live-session access lock (HTTP 401) — degraded, no update sent [Practice Update] Degraded — no FP data available for barcelona-2026; quiet skip	View log
17h ago	17h ago	completed	19s	[Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/ ... [Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/meetings?year=2026' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401 [Practice Update] FP analysis: trying FastF1 first... [FP] Race: barcelona-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for barcelona-2026: The data you are trying to access has not been loaded yet. See `Session.load` [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/barcelona-2026/summary.json [FP] Sessions analysed: [] [Practice Update] FastF1 produced 0 drivers — falling back to OpenF1 [OpenF1 FP] Loading barcelona-2026... [Practice Update] OpenF1 live-session access lock (HTTP 401) — degraded, no update sent [Practice Update] Degraded — no FP data available for barcelona-2026; quiet skip	View log
18h ago	18h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
18h ago	18h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
19h ago	19h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
19h ago	19h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
20h ago	20h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
20h ago	20h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
21h ago	21h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
21h ago	21h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
22h ago	22h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
22h ago	22h ago	completed	1s	[Practice Update] No practice session has started yet for barcelona-2026 — quiet skip (pre-FP1)	View log
6d ago	6d ago	completed	3s	[Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: [' ... [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] No sessions analysed; preserving existing summary with 3 session(s) [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] Practice update already sent for monaco-2026; skipping duplicate	View log
6d ago	6d ago	completed	3s	[Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: [' ... [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] No sessions analysed; preserving existing summary with 3 session(s) [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] Practice update already sent for monaco-2026; skipping duplicate	View log
6d ago	6d ago	completed	3s	[Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: [' ... [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] No sessions analysed; preserving existing summary with 3 session(s) [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] Practice update already sent for monaco-2026; skipping duplicate	View log
6d ago	6d ago	completed	3s	[Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: [' ... [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] No sessions analysed; preserving existing summary with 3 session(s) [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] Practice update already sent for monaco-2026; skipping duplicate	View log
6d ago	6d ago	completed	3s	[Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: [' ... [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] No sessions analysed; preserving existing summary with 3 session(s) [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] Practice update already sent for monaco-2026; skipping duplicate	View log
6d ago	6d ago	completed	3s	[Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: [' ... [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] No sessions analysed; preserving existing summary with 3 session(s) [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] Practice update already sent for monaco-2026; skipping duplicate	View log
6d ago	6d ago	completed	3s	[Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: [' ... [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] No sessions analysed; preserving existing summary with 3 session(s) [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] Practice update already sent for monaco-2026; skipping duplicate	View log
6d ago	6d ago	completed	3s	[Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: [' ... [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] No sessions analysed; preserving existing summary with 3 session(s) [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] Practice update already sent for monaco-2026; skipping duplicate	View log
6d ago	6d ago	completed	3s	[Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: [' ... [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] No sessions analysed; preserving existing summary with 3 session(s) [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] Practice update already sent for monaco-2026; skipping duplicate	View log
6d ago	6d ago	completed	3s	[Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: [' ... [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] No sessions analysed; preserving existing summary with 3 session(s) [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] Practice update already sent for monaco-2026; skipping duplicate	View log
6d ago	6d ago	completed	3s	[Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: [' ... [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] No sessions analysed; preserving existing summary with 3 session(s) [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] Practice update already sent for monaco-2026; skipping duplicate	View log
7d ago	7d ago	completed	3s	[Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: [' ... [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] No sessions analysed; preserving existing summary with 3 session(s) [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] Practice update already sent for monaco-2026; skipping duplicate	View log
7d ago	7d ago	completed	2s	[Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/ ... [Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/meetings?year=2026' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401 [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] No sessions analysed; preserving existing summary with 3 session(s) [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] Practice update already sent for monaco-2026; skipping duplicate	View log
7d ago	7d ago	completed	5s	[Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/ ... [Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/meetings?year=2026' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401 [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] [Practice Update] FastF1 produced 0 drivers — falling back to OpenF1 [OpenF1 FP] Loading monaco-2026... [OpenF1 FP] Rebuilding summary from 3 cached session payload(s) [OpenF1 FP] Wrote summary.json — 22 drivers ranked	View log
7d ago	7d ago	completed	3s	[Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/ ... [Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/meetings?year=2026' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401 [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] [Practice Update] FastF1 produced 0 drivers — falling back to OpenF1 [OpenF1 FP] Loading monaco-2026... [Practice Update] OpenF1 live-session access lock (HTTP 401) — degraded, no update sent [Practice Update] Degraded — no FP data available for monaco-2026; quiet skip	View log
7d ago	7d ago	completed	3s	[Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/ ... [Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/meetings?year=2026' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401 [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] [Practice Update] FastF1 produced 0 drivers — falling back to OpenF1 [OpenF1 FP] Loading monaco-2026... [Practice Update] OpenF1 live-session access lock (HTTP 401) — degraded, no update sent [Practice Update] Degraded — no FP data available for monaco-2026; quiet skip	View log
7d ago	7d ago	completed	3s	[Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/ ... [Practice Update] OpenF1 session lookup unavailable: Client error '401 Unauthorized' for url 'https://api.openf1.org/v1/meetings?year=2026' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/401 [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] [Practice Update] FastF1 produced 0 drivers — falling back to OpenF1 [OpenF1 FP] Loading monaco-2026... [Practice Update] OpenF1 live-session access lock (HTTP 401) — degraded, no update sent [Practice Update] Degraded — no FP data available for monaco-2026; quiet skip	View log
7d ago	7d ago	completed	7s	[Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: [' ... [Practice Update] FP analysis: trying FastF1 first... [FP] Race: monaco-2026 [FP] Year: 2026 [FP] Sessions requested: ['FP1', 'FP2', 'FP3'] [FP] Output dir: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026 [FP] Loading FP1... [WARN] FP1: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP2... [WARN] FP2: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Loading FP3... [WARN] FP3: failed to fetch/analyze for monaco-2026: Failed to load any schedule data. [FP] Wrote summary: /home/lucienne/workspace/projects/f1-predictor/data/fp_analysis/monaco-2026/summary.json [FP] Sessions analysed: [] [Practice Update] FastF1 produced 0 drivers — falling back to OpenF1 [OpenF1 FP] Loading monaco-2026... [OpenF1 FP] meeting_key=1286 Monaco Grand Prix [OpenF1 FP] fetching Practice 1 (key=11292)... [OpenF1 FP] fetching Practice 2 (key=11293)... [OpenF1 FP] fetching Practice 3 (key=11294)... [OpenF1 FP] Wrote summary.json — 22 drivers ranked Practice update already sent for monaco-2026; skipping duplicate	View log

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