bincio-activity/SCHEMA.md

BincioActivity Schema (BAS) — v1.0

The BincioActivity Schema defines how activity data is stored and shared as plain JSON files. It is the federation protocol: if you publish a BAS-compliant data store, any BincioActivity instance can read it.

Any tool — in any language — can produce BAS-compliant JSON without using the bincio Python package. The schema is the contract; the package is one implementation.

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Files

A BAS data store is a directory (or URL prefix) with this structure:

{store_root}/
  index.json                      ← user manifest and activity feed
  index_{year}.json               ← optional yearly shards (large datasets)
  activities/
    {id}.json                     ← full activity detail
    {id}.geojson                  ← simplified GPS track (optional)

All files are UTF-8 JSON. All timestamps are ISO 8601 with timezone offset. All distances are in metres. All speeds are in km/h. All durations are in seconds. null means "not recorded / not available".

---

index.json

The entry point for a data store.

{
  "bas_version": "1.0",
  "owner": {
    "handle": "brutsalvadi",
    "display_name": "Bru",
    "avatar_url": null
  },
  "generated_at": "2026-03-28T10:00:00Z",
  "shards": [
    { "year": 2024, "url": "index_2024.json", "count": 312 }
  ],
  "activities": [ ... ]
}

Fields

Field	Type	Required	Description
bas_version	string	yes	Schema version. Currently "1.0".
owner.handle	string	yes	URL-safe identifier, e.g. "brutsalvadi".
owner.display_name	string	yes	Human-readable name.
owner.avatar_url	string|null	no	Absolute URL to an avatar image.
generated_at	string	yes	ISO 8601 timestamp of when this file was generated.
shards	array	no	Pointers to yearly shard files. See below.
activities	array	yes	Array of Activity Summary objects. May be empty.

index.json should contain all activities when the total count is under ~5,000. Above that, use yearly shards and keep only the most recent 200 activities inline in index.json for fast feed rendering.

Shard object

Field	Type	Description
year	integer	Calendar year covered by this shard.
url	string	Relative or absolute URL to the shard file.
count	integer	Number of activities in the shard.

---

Activity Summary object

Appears in index.json (and yearly shard files). Contains only the fields needed to render an activity card in a feed — no timeseries, no full track.

{
  "id": "2024-06-01T073012Z-morning-ride",
  "title": "Morning Ride",
  "sport": "cycling",
  "sub_sport": "road",
  "started_at": "2024-06-01T07:30:12+02:00",
  "distance_m": 42300.0,
  "duration_s": 5400,
  "moving_time_s": 5100,
  "elevation_gain_m": 620.0,
  "avg_speed_kmh": 28.2,
  "max_speed_kmh": 52.1,
  "avg_hr_bpm": 148,
  "max_hr_bpm": 178,
  "avg_cadence_rpm": 88,
  "avg_power_w": null,
  "source": "strava_export",
  "privacy": "public",
  "detail_url": "activities/2024-06-01T073012Z-morning-ride.json",
  "track_url": "activities/2024-06-01T073012Z-morning-ride.geojson"
}

Fields

Field	Type	Required	Description
id	string	yes	Unique identifier. See Activity ID section.
title	string	yes	Human-readable name. May be auto-generated if not in source.
sport	string	yes	One of: cycling, running, hiking, walking, swimming, skiing, other.
sub_sport	string|null	no	e.g. road, mountain, gravel, indoor, trail, track, nordic, alpine, open_water, pool.
started_at	string	yes	ISO 8601 timestamp with timezone.
distance_m	number|null	no	Total distance in metres.
duration_s	integer|null	no	Total elapsed time in seconds.
moving_time_s	integer|null	no	Time in motion (stopped periods excluded).
elevation_gain_m	number|null	no	Cumulative positive elevation in metres.
avg_speed_kmh	number|null	no	Average speed over moving time.
max_speed_kmh	number|null	no	Maximum instantaneous speed.
avg_hr_bpm	integer|null	no	Average heart rate.
max_hr_bpm	integer|null	no	Maximum heart rate.
avg_cadence_rpm	integer|null	no	Average cadence (rpm for cycling, spm for running).
avg_power_w	integer|null	no	Average power in watts.
source	string|null	no	Origin of data. See Source values.
privacy	string	yes	One of: public, blur_start, no_gps, private.
mmp	array|null	no	Mean Maximal Power curve — [[duration_s, avg_watts], ...].
best_efforts	array|null	no	Best efforts by distance — [[distance_km, time_s], ...].
best_climb_m	number|null	no	Best single climb in metres (Kadane's algorithm).
detail_url	string|null	no	Relative or absolute URL to the full activity JSON.
track_url	string|null	no	Relative or absolute URL to the GeoJSON track. null if privacy is no_gps.
preview_coords	array|null	no	Simplified track preview — [[lon, lat], ...] for card thumbnails.

Activity ID

The canonical ID format is:

{started_at_compact}[-{slug}]

Where started_at_compact is the start timestamp with special characters removed: 2024-06-01T073012Z, and slug is an optional URL-safe lowercase title (spaces → hyphens, non-ASCII stripped).

Example: 2024-06-01T073012Z-morning-ride

IDs must be unique within a data store. When a title is unavailable, the timestamp alone is sufficient: 2024-06-01T073012Z.

Source values

Value	Description
strava_export	Strava bulk data export
garmin_connect	Garmin Connect bulk export
wahoo	Wahoo ELEMNT / SYSTM export
komoot	Komoot GPX export
gpx_file	Generic GPX file
fit_file	Generic FIT file
tcx_file	Generic TCX file
karoo	Hammerhead Karoo device export
manual	Manually created

Privacy levels

Level	GPS track published	Timeseries lat/lon	Stats in index
public	Full track	Included	Yes
blur_start	First/last 200 m removed	Trimmed	Yes
no_gps	Not published	Not included	Yes
private	Not published	Not included	No (not in index at all)

---

activities/{id}.json

Full activity record. Extends the Summary with timeseries and metadata.

{
  "bas_version": "1.0",
  "id": "2024-06-01T073012Z-morning-ride",
  "title": "Morning Ride",
  "description": "Easy morning spin before work.",
  "sport": "cycling",
  "sub_sport": "road",
  "started_at": "2024-06-01T07:30:12+02:00",
  "distance_m": 42300.0,
  "duration_s": 5400,
  "moving_time_s": 5100,
  "elevation_gain_m": 620.0,
  "elevation_loss_m": 615.0,
  "avg_speed_kmh": 28.2,
  "max_speed_kmh": 52.1,
  "avg_hr_bpm": 148,
  "max_hr_bpm": 178,
  "avg_cadence_rpm": 88,
  "avg_power_w": null,
  "max_power_w": null,
  "gear": "Canyon Ultimate CF SL",
  "device": "Hammerhead Karoo 2",
  "bbox": [9.1234, 45.4321, 9.5678, 45.8765],
  "start_latlng": [45.4321, 9.1234],
  "end_latlng": [45.4321, 9.1235],
  "laps": [],
  "timeseries": {
    "t": [0, 1, 2],
    "lat": [45.4321, 45.4322, 45.4323],
    "lon": [9.1234, 9.1235, 9.1236],
    "elevation_m": [120.0, 120.5, 121.0],
    "speed_kmh": [0.0, 15.2, 22.4],
    "hr_bpm": [null, 142, 145],
    "cadence_rpm": [null, 85, 88],
    "power_w": [null, null, null],
    "temperature_c": [null, null, null]
  },
  "source": "karoo",
  "source_file": "13957.activity.abc123.fit",
  "source_hash": "sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
  "strava_id": null,
  "privacy": "public",
  "custom": {}
}

Additional fields (beyond Summary)

Field	Type	Required	Description
description	string|null	no	Free-text description.
elevation_loss_m	number|null	no	Cumulative negative elevation.
max_power_w	integer|null	no	Maximum power in watts.
gear	string|null	no	Equipment used (bike name, shoe model…).
device	string|null	no	Recording device (e.g. "Garmin Edge 530").
bbox	array|null	no	[min_lon, min_lat, max_lon, max_lat]. Null if no GPS.
start_latlng	array|null	no	[lat, lon] of activity start.
end_latlng	array|null	no	[lat, lon] of activity end.
laps	array	yes	Array of Lap objects. Empty array if no laps.
timeseries	object	yes	Parallel arrays of sensor data. See below.
source_file	string|null	no	Original filename (basename only, no path).
source_hash	string|null	no	sha256:{hex} of the original raw file bytes. Used for deduplication.
strava_id	string|null	no	Strava activity ID if origin is a Strava export.
custom	object	yes	Free dict for plugin-computed fields. Must be present, may be {}.

Timeseries object

Parallel arrays, all the same length. Index i corresponds to t[i] seconds after the activity start.

Key	Type	Unit	Description
t	int[]	seconds	Seconds since started_at. Always present.
lat	float[]|null	degrees	Latitude. null if no GPS or privacy=no_gps.
lon	float[]|null	degrees	Longitude. null if no GPS or privacy=no_gps.
elevation_m	float[]	metres	Elevation. Array of nulls if unavailable.
speed_kmh	float[]	km/h	Speed. Array of nulls if unavailable.
hr_bpm	int[]	bpm	Heart rate. Array of nulls if no HR sensor.
cadence_rpm	int[]	rpm/spm	Cadence. Array of nulls if unavailable.
power_w	int[]	watts	Power. Array of nulls if no power meter.
temperature_c	float[]	°C	Temperature. Array of nulls if unavailable.

Timeseries are downsampled to at most 1 sample per second. The exact downsampling strategy is implementation-defined; linear interpolation or nearest-neighbour are both acceptable.

lat and lon arrays are either both present (both non-null arrays) or both null. Treat null the same as an array of nulls.

Lap object

{
  "index": 0,
  "started_at": "2024-06-01T07:30:12+02:00",
  "duration_s": 1800,
  "distance_m": 21150.0,
  "elevation_gain_m": 310.0,
  "avg_speed_kmh": 28.2,
  "avg_hr_bpm": 145,
  "avg_power_w": null
}

---

activities/{id}.geojson

Simplified GPS track for map rendering. Omitted entirely when privacy is no_gps or private.

{
  "type": "Feature",
  "geometry": {
    "type": "LineString",
    "coordinates": [
      [9.1234, 45.4321, 120.0],
      [9.1235, 45.4322, 120.5]
    ]
  },
  "properties": {
    "id": "2024-06-01T073012Z-morning-ride",
    "speeds": [0.0, 15.2],
    "simplification": "rdp",
    "rdp_epsilon": 0.0001,
    "point_count_original": 7200,
    "point_count_simplified": 843
  }
}

Coordinates are [longitude, latitude, elevation_metres] per GeoJSON spec. The speeds property is a parallel array to coordinates — one speed value per point — used for gradient coloring on the map.

---

Deduplication

Activities from different sources (e.g. a Strava export and a Karoo export) may represent the same real-world ride. Producers should detect and handle duplicates before writing the data store.

Exact duplicate

Two files with the same source_hash are byte-for-byte identical. Only one should be processed; the other is silently skipped.

Near-duplicate (same ride, different source)

Two activities are considered near-duplicates if:

• |started_at difference| < 5 minutes, and
• |distance_m difference| / max(distance_m) < 5%

When a near-duplicate is detected:

1. One is kept as the canonical record (priority: FIT > GPX > TCX, then prefer the source with more sensor channels).
2. The duplicate is written with "duplicate_of": "{canonical_id}" and "privacy": "private" so it is excluded from feeds but remains auditable.

Deduplication metadata in detail record

{
  "source_hash": "sha256:e3b0c...",
  "duplicate_of": null
}

Field	Type	Description
source_hash	string|null	sha256:{hex} of original file bytes.
duplicate_of	string|null	ID of the canonical activity, if this is a duplicate.

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Versioning

The bas_version field allows consumers to handle schema evolution. Consumers should:

• Reject files with a major version higher than they support.
• Accept and ignore unknown fields (forward compatibility).
• Treat missing optional fields as null (backward compatibility).

Current version: 1.0

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Changelog

Version	Date	Changes
1.0	2026-03-28	Initial release.