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ble-ai-localizer
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ble-ai-localizer/config/config.yaml

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  1. api:

  2.   audience: Fastapi

  3.   client_id: Fastapi

  4.   get_beacons_url: https://10.251.0.30:5050/reslevis/getTrackers

  5.   get_gateways_url: https://10.251.0.30:5050/reslevis/getGateways

  6.   refresh_seconds: 30

  7.   timeout_s: 10.0

  8.   token_url: https://10.251.0.30:10002/realms/API.Server.local/protocol/openid-connect/token

  9.   verify_tls: false

  10. collect_train:

  11.   aggregate: median

  12.   gateway_ready_check_before_job: true

  13.   gateway_ready_log_seconds: 10

  14.   gateway_ready_max_age_seconds: 30

  15.   iqr_k: 1.5

  16.   job_glob: '*.csv'

  17.   jobs_dir: /data/train/jobs

  18.   mad_z: 3.5

  19.   max_stddev: 8

  20.   min_non_nan: 3

  21.   min_samples_per_gateway: 5

  22.   outlier_method: mad

  23.   poll_seconds: 2

  24.   rssi_decimals: 3

  25.   rssi_max: -25

  26.   rssi_min: -110

  27.   samples_dir: /data/train/samples

  28.   window_seconds: 30

  29. debug:

  30.   collect_train_log_every_seconds: 10

  31.   collect_train_log_first_seen: true

  32.   collect_train_log_samples: true

  33.   csv: true

  34.   dump_beacons_api: true

  35.   dump_gateways_api: true

  36.   enabled: true

  37.   log_each_mqtt_message: false

  38.   log_inference_detail: true

  39.   log_mqtt_raw: false

  40.   monitor_online: true

  41.   offline_after_seconds_beacons: 240

  42.   offline_after_seconds_gateways: 90

  43.   online_check_seconds: 30

  44.   show_library_warnings: false

  45.   target_mac: ''

  46.   timezone: Europe/Rome

  47.   train_stats_top_k: 8

  48.   train_verbose: true

  49. infer:

  50.   aggregate: median

  51.   gateways_csv: /data/config/gateway.csv

  52.   include_mac: true

  53.   mad_z: 3.5

  54.   model_path: /data/model/model.joblib

  55.   nan_fill: -110

  56.   out_file: infer.csv

  57.   outlier_method: mad

  58.   output_dir: /data/infer

  59.   output_format: csv

  60.   refresh_seconds: 10

  61.   rssi_max: -25

  62.   rssi_min: -110

  63.   window_seconds: 30

  64.   xy_round: 0

  65. maps:

  66.   default_dot_size: 20

  67.   default_grid_size: 100

  68.   floor_prefix: floor_

  69.   map_dir: /data/maps

  70.   meta_prefix: meta_

  71.   show_grid_default: true

  72. ml:

  73.   k: 3

  74.   method: knn

  75.   metric: euclidean

  76.   weights: distance

  77. mode: all

  78. mqtt:

  79.   ca_file: ''

  80.   client_id: ble-ai-localizer

  81.   host: 192.168.1.101

  82.   keepalive: 60

  83.   password: ''

  84.   port: 1883

  85.   protocol: mqttv311

  86.   qos: 0

  87.   tls: false

  88.   topic: publish_out/#

  89.   username: ''

  90.   verify_tls: false

  91. paths:

  92.   beacons_csv: /data/config/beacons.csv

  93.   csv_delimiter: ;

  94.   dataset: /data/fingerprint.parquet

  95.   gateways_csv: /data/config/gateway.csv

  96.   mqtt_raw_dir: /data/mqtt_raw/

  97. train:

  98.   backup_existing_model: true

  99.   gateways_csv: /data/config/gateway.csv

  100.   knn:

  101.     cv:

  102.       enabled: false

  103.       folds: 5

  104.       k_max: 15

  105.       k_min: 3

  106.     k: 3

  107.     metric: euclidean

  108.     weights: distance

  109.   model_path: /data/model/model.joblib

  110.   nan_fill: -110

  111.   sample_glob: '*.csv'

  112.   samples_dir: /data/train/samples

  113. ui:

  114.   font_path: /app/DejaVuSans-Bold.ttf