Foundation Build / Routing Engine Preparation

Hardcore HRC Challenge Tool

Flugnetz-Datenbasis fuer spaetere Routing-, Risiko- und Challenge-Logik auf klassischem PHP-Hosting.

Pipeline

Status

Noch kein Pipeline-Lauf vorhanden. Beispieldaten liegen bereits im Projekt und koennen direkt verarbeitet werden.

Visit Window Test

Day Chain Test

Candidate Generator

Weekly Route Generator

Verfuegbare Dateien

raw_flights

  • sample_flights.csv 3.327 Bytes 2026-05-08 04:39:48
  • sample_flights.json 1.344 Bytes 2026-05-08 04:39:48

master

  • airports.csv 1.898 Bytes 2026-05-08 04:39:48
  • hrc_locations.csv 3.402 Bytes 2026-05-08 04:39:48
  • transfers.csv 2.305 Bytes 2026-05-08 04:39:48

cleaned

  • Keine Dateien

reports

  • candidate_chain_report.md 3.536 Bytes 2026-05-08 04:41:39
  • data_quality_report.md 344 Bytes 2026-05-08 04:39:49
  • day_chain_report.md 61 Bytes 2026-05-08 04:39:49
  • visit_window_test_report.md 57 Bytes 2026-05-08 04:39:49
  • weekly_route_report.md 4.309 Bytes 2026-05-08 04:42:53

exports

  • Keine Dateien

Pipeline Report

Pfad: /home/u404456982/domains/v-finisher.loinaai.com/public_html/data/output/reports/data_quality_report.md

Report herunterladen Visit Report Day Chain Report Candidate Report Weekly Report Cleaned CSV Cleaned JSON Pipeline Summary 

# Data Quality Report

- Rohflüge: 0
- Bereinigte Flüge: 0
- Entfernte Flüge: 0

## Flüge je Airline
- Keine

## Flüge je Airport
- Keine

## Airports ohne Verbindungen
- Noch kein Lauf

## Fehlende HRC-Daten
- Noch kein Lauf

## Fehlende Transfers
- Noch kein Lauf

## Warnungen
- Noch kein Lauf

## Potenzielle Probleme
- Noch kein Lauf

Visit Report

Pfad: /home/u404456982/domains/v-finisher.loinaai.com/public_html/data/output/reports/visit_window_test_report.md

# Visit Window Test Report

- Noch kein Test ausgefuehrt

Day Chain Report

Pfad: /home/u404456982/domains/v-finisher.loinaai.com/public_html/data/output/reports/day_chain_report.md

# Day Chain Report

- Noch kein Tagesketten-Test ausgefuehrt

Candidate Report

Pfad: /home/u404456982/domains/v-finisher.loinaai.com/public_html/data/output/reports/candidate_chain_report.md

# Candidate Chain Report

## Uebersicht
- accepted_candidates: 2
- rejected_candidates: 0

## Top Candidates
- #1 CAND-CHAIN-BER-AMS-MON-0600-43D79B BER -> AMS | score 280 | risk 25 | stability 79 | repeatability 100 | operational 95 | recommendation use_as_core_chain | smallest_buffer 852 | morning 70 | night-end 78
  - airport_sequence: BER -> AMS
  - flight_ids: DEMO-MON-BER-AMS
  - visit_types: full_visit
- #2 CAND-CHAIN-BER-BCN-MON-0600-3409A0 BER -> BCN | score 235 | risk 100 | stability 53 | repeatability 100 | operational 81 | recommendation use_with_caution | smallest_buffer 982 | morning 50 | night-end 72
  - airport_sequence: BER -> BCN
  - flight_ids: DEMO-MON-BER-BCN
  - visit_types: full_visit

## Beste Core Chains
- #1 CAND-CHAIN-BER-AMS-MON-0600-43D79B | morning 70 | night-end 78 | smallest_buffer 852 | weakest Smallest buffer at AMS: 852 minutes
  - airport_sequence: BER -> AMS
  - flight_ids: DEMO-MON-BER-AMS
  - visit_types: full_visit

## Beste Backup Chains
- #2 CAND-CHAIN-BER-BCN-MON-0600-3409A0 | risk high | recommendation use_with_caution | smallest_buffer 982 | morning 50 | night-end 72 | strongest Only preferred airlines used
  - airport_sequence: BER -> BCN
  - flight_ids: DEMO-MON-BER-BCN
  - visit_types: full_visit

## Schlechteste Ketten
- Keine

## Haeufigste Schwachstellen
- Smallest buffer at AMS: 852 minutes: 1 chain(s)
- Smallest buffer at BCN: 982 minutes: 1 chain(s)

## Morning-Collapse-Risiken
- Keine auffaelligen Morning-Collapse-Airports

## Weak-Airport-Analyse
- BCN: chains=1 | avg_transfer=84 | avg_night_end=72
- AMS: chains=1 | avg_transfer=68 | avg_night_end=78

## Alle Accepted Candidates
- #1 CAND-CHAIN-BER-AMS-MON-0600-43D79B | route BER -> AMS | score 280 | risk 25 | status low | recommendation use_as_core_chain | smallest_buffer 852 | morning 70 | night-end 78
  - airport_sequence: BER -> AMS
  - flight_ids: DEMO-MON-BER-AMS
  - visit_types: full_visit
- #2 CAND-CHAIN-BER-BCN-MON-0600-3409A0 | route BER -> BCN | score 235 | risk 100 | status high | recommendation use_with_caution | smallest_buffer 982 | morning 50 | night-end 72
  - airport_sequence: BER -> BCN
  - flight_ids: DEMO-MON-BER-BCN
  - visit_types: full_visit

## Alle Rejected Candidates
- Keine

## Score Breakdown
- CAND-CHAIN-BER-AMS-MON-0600-43D79B total_score=280
  - full_visit: 100 (Full HRC visit completed at AMS)
  - country_bonus: 40 (New country covered: Netherlands)
  - new_hrc: 80 (New HRC counted: HRC_AMSTERDAM)
  - preferred_airline: 20 (Preferred airline used: Ryanair)
  - strong_night_end: 30 (Strong night-end hub at AMS)
  - good_morning_score: 30 (Morning continuation from AMS is strong)
  - long_transfer_over_60: -20 (1 long transfer segment(s) triggered long_transfer_over_60)
- CAND-CHAIN-BER-BCN-MON-0600-3409A0 total_score=235
  - full_visit: 100 (Full HRC visit completed at BCN)
  - country_bonus: 40 (New country covered: Spain)
  - new_hrc: 80 (New HRC counted: HRC_BARCELONA)
  - preferred_airline: 20 (Preferred airline used: Ryanair)
  - strong_night_end: 30 (Strong night-end hub at BCN)
  - long_transfer_over_75: -35 (1 long transfer segment(s) triggered long_transfer_over_75)

## Risk Breakdown
- CAND-CHAIN-BER-AMS-MON-0600-43D79B total_risk=25
  - long_transfer_over_60 [medium]: Transfer above 60 minutes is risky (25)
- CAND-CHAIN-BER-BCN-MON-0600-3409A0 total_risk=100
  - long_transfer_over_75 [high]: Transfer above 75 minutes is strongly risky (45)
  - soft_morning_score [high]: Next morning continuation is tight and not robust (55)

Weekly Report

Pfad: /home/u404456982/domains/v-finisher.loinaai.com/public_html/data/output/reports/weekly_route_report.md

# Weekly Route Report

## Wochenroute
- weekly_route_id: WEEK-BER-BER-MON-3C935C
- start_day: Monday
- end_day: Monday
- total_days: 7
- total_hrcs: 7
- total_countries: 6
- total_flights: 7
- total_shop_visits: 0
- total_full_visits: 7
- weakest_day: CAND-CHAIN-LIS-FCO-THU-0600-DB82EB
- strongest_day: CAND-CHAIN-MAD-LIS-WED-0600-4EFDB7
- weakest_airport: FCO
- strongest_airport: BCN

## Tagesketten
- Day 1 CAND-CHAIN-BER-BCN-MON-0600-3409A0 | 2026-01-05 | airports BER -> BCN | score 235 | risk 100 | morning 50 | night-end 72
- Day 2 CAND-CHAIN-BCN-MAD-TUE-0600-F95C77 | 2026-01-06 | airports BCN -> MAD | score 90 | risk 135 | morning 50 | night-end 72
- Day 3 CAND-CHAIN-MAD-LIS-WED-0600-4EFDB7 | 2026-01-07 | airports MAD -> LIS | score 250 | risk 80 | morning 50 | night-end 72
- Day 4 CAND-CHAIN-LIS-FCO-THU-0600-DB82EB | 2026-01-08 | airports LIS -> FCO | score 50 | risk 153 | morning 46 | night-end 54
- Day 5 CAND-CHAIN-FCO-VIE-FRI-0600-A24CC2 | 2026-01-09 | airports FCO -> VIE | score 250 | risk 80 | morning 50 | night-end 72
- Day 6 CAND-CHAIN-VIE-DUB-SAT-0600-119CAE | 2026-01-10 | airports VIE -> DUB | score 195 | risk 118 | morning 46 | night-end 54
- Day 7 CAND-CHAIN-DUB-BER-SUN-0600-826F80 | 2026-01-11 | airports DUB -> BER | score 50 | risk 153 | morning 56 | night-end 57

## Globale Scores
- overall_status: critical
- total_score: 1120
- total_risk_score: 819
- operational_stability_score: 100
- repeatability_score: 100
- cycle_stability_score: 100
- rotation_stability_score: 0
- morning_continuity_score: 50
- fatigue_score: 65
- realism_label: mathematical_only
- recommendation: experimental_week
- all_rotations_stable: no
- core_week_eligible: no
- strongest_rotation_day: Monday
- weakest_rotation_day: Monday
- failed_rotation_days: none
- collapsed_rotation_days: none

## Rotation Results
- Monday -> Monday | status critical | BER -> BER | total_hrcs 7 | total_score 1120 | total_risk 819 | weakest_day CAND-CHAIN-LIS-FCO-THU-0600-DB82EB | strongest_day CAND-CHAIN-MAD-LIS-WED-0600-4EFDB7 | weakest_airport FCO | failed_days 0 | risky_days 4 | critical_days 3 | core_eligible no
- Tuesday -> Tuesday | status critical | BCN -> BCN | total_hrcs 7 | total_score 1120 | total_risk 819 | weakest_day CAND-CHAIN-LIS-FCO-THU-0600-DB82EB | strongest_day CAND-CHAIN-MAD-LIS-WED-0600-4EFDB7 | weakest_airport FCO | failed_days 0 | risky_days 4 | critical_days 3 | core_eligible no
- Wednesday -> Wednesday | status critical | MAD -> MAD | total_hrcs 7 | total_score 1120 | total_risk 819 | weakest_day CAND-CHAIN-LIS-FCO-THU-0600-DB82EB | strongest_day CAND-CHAIN-MAD-LIS-WED-0600-4EFDB7 | weakest_airport FCO | failed_days 0 | risky_days 4 | critical_days 3 | core_eligible no
- Thursday -> Thursday | status critical | LIS -> LIS | total_hrcs 7 | total_score 1120 | total_risk 819 | weakest_day CAND-CHAIN-LIS-FCO-THU-0600-DB82EB | strongest_day CAND-CHAIN-FCO-VIE-FRI-0600-A24CC2 | weakest_airport FCO | failed_days 0 | risky_days 4 | critical_days 3 | core_eligible no
- Friday -> Friday | status critical | FCO -> FCO | total_hrcs 7 | total_score 1120 | total_risk 819 | weakest_day CAND-CHAIN-DUB-BER-SUN-0600-826F80 | strongest_day CAND-CHAIN-FCO-VIE-FRI-0600-A24CC2 | weakest_airport DUB | failed_days 0 | risky_days 4 | critical_days 3 | core_eligible no
- Saturday -> Saturday | status critical | VIE -> VIE | total_hrcs 7 | total_score 1120 | total_risk 819 | weakest_day CAND-CHAIN-DUB-BER-SUN-0600-826F80 | strongest_day CAND-CHAIN-MAD-LIS-WED-0600-4EFDB7 | weakest_airport DUB | failed_days 0 | risky_days 4 | critical_days 3 | core_eligible no
- Sunday -> Sunday | status critical | DUB -> DUB | total_hrcs 7 | total_score 1120 | total_risk 819 | weakest_day CAND-CHAIN-DUB-BER-SUN-0600-826F80 | strongest_day CAND-CHAIN-MAD-LIS-WED-0600-4EFDB7 | weakest_airport FCO | failed_days 0 | risky_days 4 | critical_days 3 | core_eligible no

## Global Warnings
- unstable_rotation_entry

## Global Collapse Reasons
- Keine

## Morning Continuity Analysis
- Keine auffaelligen Morgenabbrueche

## Weekly Collapse Analysis
- FCO: 1 route(s) | examples: WEEK-BER-BER-MON-3C935C

## Rolling Circle Verdict
- Diese Woche ist nicht als rollender Kreis geeignet.

## Wochen-Kategorien
- final_recommendation: experimental_week
- experimental_week: WEEK-BER-BER-MON-3C935C