Files
HealthLog/docs/integrations/health-connect.md
T
Marc-André Bombeck 6ab72aec3e Fold Health Connect heart rate like Apple Health
The nightly dense-intraday fold scanned Apple Health rows only, so the
per-minute heart rate a Health Connect import writes for the last 90 days
never aged into hourly means and every new export added another quarter
of raw samples.

The fold now walks each fold source in turn, Apple Health first and
unchanged, and folds Health Connect samples into hourly stats: rows under
their own source, deleting the raw rows outright. The folded_window rule
covers both sources for the hour window and looks a covering row up under
the sample's own source; the day window stays Apple Health only. The
Health Connect importer applies the same rule to raw samples, so an
export that still holds folded minutes does not put them back.
2026-10-08 12:04:36 +02:00

9.3 KiB

Health Connect import

HealthLog reads the export file of Android's Health Connect and folds it into the same timeline as every other source. There is no Android app and no live sync: you export from the phone, upload the file, and a background job imports it. Rows from this path carry the source HEALTH_CONNECT.

What you need

  • An Android phone with Health Connect and its export feature. The export arrived with Android 15 and reaches Android 14 through a system update; if you do not see it, update Health Connect first.
  • A cloud storage app on the phone (Google Drive, Dropbox, Nextcloud or any other app that offers itself as a storage location). Health Connect refuses to save its export to the phone's own storage or the Downloads folder, so the file always goes through a cloud first.
  • A HealthLog account in a browser. The upload uses your normal session; there is no token to create.

1. Export on the phone

  1. Open Health Connect (in the system settings, or the Health Connect app).
  2. Go to Manage data, then Export and import, then Scheduled export or Export now, depending on the version.
  3. Pick the cloud storage app as the destination. You can choose how often Health Connect exports again; HealthLog only ever reads the file you upload.

The result is a ZIP file named Health Connect.zip with a single entry, health_connect_export.db. That entry is a copy of the phone's Health Connect database (a SQLite file). Health Connect does not encrypt it, so treat the file like any other export of your health data.

2. Upload to HealthLog

Download the ZIP from the cloud to the computer or phone you use HealthLog on, open Settings → Export & Import and drop the file onto the Health Connect export card.

The endpoint is POST /api/import/health-connect-export (multipart/form-data, field file). It:

  1. Allows three uploads per minute per account.
  2. Refuses anything above 1 GiB, once against the declared Content-Length and again while the body streams to disk.
  3. Streams the body to a temp file and hashes it with SHA-256 on the way. Uploading the same bytes again returns the earlier job (idempotent: true) instead of importing twice; a failed job never blocks a retry.
  4. Runs one import per account at a time, Apple Health and Health Connect together. A second upload while one runs answers 409 and the file is discarded.
  5. Records the upload's size and hash in the audit log, and nothing from inside the file.

GET /api/import/health-connect-export/status answers the account's latest Health Connect job, or null. The card polls it while a job runs.

3. What the import does

The worker extracts health_connect_export.db (at most 4 GiB, with the same zip-bomb checks as the Apple Health importer) and opens it read-only. The file is treated as untrusted input:

  • It is opened with SQLite's immutable flag, so a database last written in WAL mode opens without its -wal and -shm files, and nothing is ever written next to it.
  • Views, triggers and generated columns in the file cannot call functions with side effects (trusted_schema=OFF), and a view in place of one of the record tables refuses the whole file.
  • Columns are looked up by name. Health Connect adds columns as its schema version moves, so their order differs between phones. Database versions below 9 are refused; versions above 27 (the newest known when this was written) are read, with a warning on the job. A table that lacks a column the importer needs is skipped and named in the job's warnings.

What becomes what

Health Connect HealthLog
Weight, lean body mass (grams) WEIGHT, LEAN_BODY_MASS in kg
Body fat BODY_FAT in %
Blood pressure BLOOD_PRESSURE_SYS and BLOOD_PRESSURE_DIA, one pair per reading
Resting heart rate, heart-rate variability (RMSSD) RESTING_HEART_RATE, HRV_RMSSD
Oxygen saturation, respiratory rate, body temperature, VO2 max the matching types
Blood glucose (mmol/L) BLOOD_GLUCOSE in mg/dL, fasting and after-meal context kept
Heart rate per minute for the last 90 days; older history as hourly means with the hour's minimum and maximum
Steps, active calories, distance one total per day
Sleep sessions and stages one row per stage; light sleep becomes core sleep, both awake stages awake time; a session without stages counts as asleep
Exercise sessions workouts, with the Health Connect exercise type kept on the workout
Menstruation flow and periods cycle day logs (needs cycle tracking switched on)
Hydration and vitamins and minerals daily nutrient totals (needs the Nutrients module)

Left out on purpose: food energy and macronutrients, exercise routes, planned workouts, Health Connect's access logs, the "out of bed" sleep stage, and an "unknown" sleep stage inside a session that also has real stages.

When several apps write the same thing

The export holds every app's data side by side. Summing them would count a step the phone and the watch both saw twice, so:

  • A day total (steps, calories, distance, water, nutrients) comes from one app per day: the first one your Health Connect app priority list names for that category, otherwise the app with the largest total.
  • Heart rate comes from one app per hour, by the same rule.
  • Of two overlapping sleep sessions or workouts from different apps, the one from the higher-ranked app is kept.
  • Two apps writing the same type at the same instant keep the higher-ranked app's value.

Apps HealthLog already connects to

If your account has the Withings, Fitbit, Google Health, Oura, Polar or WHOOP integration connected, that app's records in the export are left out: HealthLog already receives them directly, and importing them again would put every reading in twice. As a further safety net, a reading that matches one already stored under another source (same type and value within two seconds) is left out too. The job result lists how many records each app contributed and which apps were left out.

Importing again

Every row is keyed by the record's Health Connect ID (hc:<uuid>), day totals and hourly means by their stats: ID. Importing the same export again writes nothing; a newer export that overlaps an older one adds only what is new. A value that changed on the phone is updated; a value you deleted in HealthLog stays deleted.

Heart rate imported per minute ages the way Apple Health heart rate does: once a minute is older than 90 days, the nightly pass folds its hour into one hourly mean and removes the minutes. A later import of an export that still holds those minutes leaves them out, so an hour is never counted twice.

Privacy

  • The uploaded ZIP and the extracted database are deleted as soon as the job ends, whether it succeeded or failed. A periodic sweep removes anything a crash left behind.
  • The job result holds counts only: per measurement type and per app. No value, no timestamp and no text from the file (notes, titles) is stored on the job.

Operator notes

  • The worker uses Node's built-in node:sqlite module. It needs no flag on Node 22 and prints one ExperimentalWarning per process.
  • Memory stays bounded: the database is read in batches of 500 rows and aggregated inside SQLite, so what the import keeps alive does not grow with the length of the history. Measured under a 792 MB heap, one and three years of minute-by-minute heart rate peaked at about 160 MB of heap in total.
  • Split web and worker containers need a shared staging directory, exactly as for the Apple Health import.
  • The status of a running job shows up under Settings → Export & Import; a job interrupted by a restart is marked failed by the same reconcile pass that watches Apple Health imports.