├── README.md ├── main.py ├── poetry.lock └── pyproject.toml /README.md: -------------------------------------------------------------------------------- 1 | aw-import-screentime 2 | ==================== 3 | 4 | **NOTE:** This is a work in progress. 5 | 6 | Import data from Apple's Screen Time to ActivityWatch. This could potentially be used to retrieve the Screen Time data of both macOS and iOS devices. 7 | 8 | Based on analysis of the `Knowledge.db` file done here: https://www.r-bloggers.com/2019/10/spelunking-macos-screentime-app-usage-with-r/ 9 | 10 | 11 | ## Usage 12 | 13 | Requirements: 14 | 15 | - Python 3.7+ 16 | - Poetry 17 | 18 | Install dependencies with: `poetry install` 19 | 20 | Run script with: `poetry run python3 main.py` 21 | 22 | 23 | ## Limitations of Knowledge.db 24 | 25 | - macOS doesn't keep track of which apps are active and which are inactive (only that they run, or at least have an open window?) 26 | - It almost seems like sometimes it does and sometimes it doesn't, weird. 27 | - Is it different for iOS? 28 | - How far back does the history go? 29 | - On my VM it goes to 2020-02-01 (~2.5mo back), but I've definitely used the machine before that. 30 | - How often does the db file update? 31 | - I can't seem to retrieve the latest entries, maybe they are stuck in WAL? 32 | -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- 1 | from datetime import datetime 2 | from pathlib import Path 3 | import sqlite3 4 | 5 | from aw_core import Event 6 | from aw_client import ActivityWatchClient 7 | 8 | 9 | def main() -> None: 10 | dbfile = _get_db_path() 11 | print(f"Reading from database file at {dbfile}") 12 | conn = sqlite3.connect(_get_db_path()) 13 | conn.execute("pragma journal_mode=wal;") 14 | cur = conn.cursor() 15 | devices = get_devices(cur) 16 | 17 | for index, device in enumerate(devices): 18 | events = get_events_for_device(device[0], cur) 19 | print( 20 | f"{index + 1} / {len(devices)} Sending {len(events)} events to ActivityWatch for device {device[0]} - {device[1]}" 21 | ) 22 | if len(events) > 0: 23 | send_to_activitywatch(events, device) 24 | 25 | 26 | def get_devices(database_connection): 27 | query = """ 28 | SELECT 29 | DISTINCT(ZSOURCE.ZDEVICEID) as deviceId, 30 | ZSYNCPEER.ZMODEL as deviceModel 31 | FROM 32 | ZSOURCE 33 | LEFT JOIN 34 | ZSYNCPEER 35 | ON ZSYNCPEER.ZDEVICEID = ZSOURCE.ZDEVICEID 36 | """ 37 | return list(database_connection.execute(query)) 38 | 39 | 40 | def get_events_for_device(device, database_connection): 41 | query = """ 42 | SELECT 43 | ZOBJECT.ZVALUESTRING AS "app", 44 | (ZOBJECT.ZENDDATE - ZOBJECT.ZSTARTDATE) AS "usage", 45 | CASE ZOBJECT.ZSTARTDAYOFWEEK 46 | WHEN "1" THEN "Sunday" 47 | WHEN "2" THEN "Monday" 48 | WHEN "3" THEN "Tuesday" 49 | WHEN "4" THEN "Wednesday" 50 | WHEN "5" THEN "Thursday" 51 | WHEN "6" THEN "Friday" 52 | WHEN "7" THEN "Saturday" 53 | END "dow", 54 | ZOBJECT.ZSECONDSFROMGMT/3600 AS "tz", 55 | DATETIME(ZOBJECT.ZSTARTDATE + 978307200, \'UNIXEPOCH\') as "start_time", 56 | DATETIME(ZOBJECT.ZENDDATE + 978307200, \'UNIXEPOCH\') as "end_time", 57 | DATETIME(ZOBJECT.ZCREATIONDATE + 978307200, \'UNIXEPOCH\') as "created_at", 58 | CASE ZMODEL 59 | WHEN ZMODEL THEN ZMODEL 60 | ELSE "Other" 61 | END "source", 62 | ZSOURCE.ZDEVICEID AS "device" 63 | FROM 64 | ZOBJECT 65 | LEFT JOIN 66 | ZSTRUCTUREDMETADATA 67 | ON ZOBJECT.ZSTRUCTUREDMETADATA = ZSTRUCTUREDMETADATA.Z_PK 68 | LEFT JOIN 69 | ZSOURCE 70 | ON ZOBJECT.ZSOURCE = ZSOURCE.Z_PK 71 | LEFT JOIN 72 | ZSYNCPEER 73 | ON ZSOURCE.ZDEVICEID = ZSYNCPEER.ZDEVICEID 74 | WHERE 75 | ZSTREAMNAME = "/app/usage" 76 | AND 77 | device = ? 78 | """ 79 | rows = list(database_connection.execute(query, (device,))) 80 | # TODO: Handle timezone. Maybe not needed if everything is in UTC anyway? 81 | return [ 82 | Event( 83 | timestamp=row[4], 84 | duration=datetime.fromisoformat(row[5]) - datetime.fromisoformat(row[4]), 85 | data={"app": row[0], "category": row[-1]}, 86 | ) 87 | for row in rows 88 | ] 89 | 90 | 91 | def send_to_activitywatch(events, device): 92 | hostname = f"ios-{device[0]}-{device[1]}" 93 | # NOTE: 'aw-watcher-android' string is only there for aw-webui to detect it as a mobile device 94 | bucket = f"aw-watcher-android_aw-import-screentime_{hostname}" 95 | 96 | aw = ActivityWatchClient(client_name="aw-import-screentime") 97 | aw.client_hostname = hostname 98 | aw.create_bucket(bucket, "currentwindow") 99 | aw.insert_events(bucket, events) 100 | 101 | 102 | def _get_db_path(): 103 | path_test = Path("~/tmp/sync-with-vm-host/Knowledge/knowledgeC.db").expanduser() 104 | path_prod = Path( 105 | "~/Library/Application Support/Knowledge/knowledgeC.db" 106 | ).expanduser() 107 | 108 | path = path_test if path_test.exists() else path_prod 109 | assert path.exists(), "couldn't find database file" 110 | return path 111 | 112 | 113 | if __name__ == "__main__": 114 | main() 115 | -------------------------------------------------------------------------------- /poetry.lock: -------------------------------------------------------------------------------- 1 | [[package]] 2 | name = "appdirs" 3 | version = "1.4.4" 4 | description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." 5 | category = "main" 6 | optional = false 7 | python-versions = "*" 8 | 9 | [[package]] 10 | name = "atomicwrites" 11 | version = "1.4.1" 12 | description = "Atomic file writes." 13 | category = "dev" 14 | optional = false 15 | python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" 16 | 17 | [[package]] 18 | name = "attrs" 19 | version = "22.2.0" 20 | description = "Classes Without Boilerplate" 21 | category = "main" 22 | optional = false 23 | python-versions = ">=3.6" 24 | 25 | [package.extras] 26 | cov = ["attrs[tests]", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"] 27 | dev = ["attrs[docs,tests]"] 28 | docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope.interface"] 29 | tests = ["attrs[tests-no-zope]", "zope.interface"] 30 | tests-no-zope = ["cloudpickle", "cloudpickle", "hypothesis", "hypothesis", "mypy (>=0.971,<0.990)", "mypy (>=0.971,<0.990)", "pympler", "pympler", "pytest (>=4.3.0)", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-mypy-plugins", "pytest-xdist[psutil]", "pytest-xdist[psutil]"] 31 | 32 | [[package]] 33 | name = "aw-client" 34 | version = "0.5.11" 35 | description = "Client library for ActivityWatch" 36 | category = "main" 37 | optional = false 38 | python-versions = ">=3.8,<4.0" 39 | 40 | [package.dependencies] 41 | aw-core = ">=0.5.7,<0.6.0" 42 | click = ">=8.0,<9.0" 43 | persist-queue = "*" 44 | requests = "*" 45 | tabulate = "*" 46 | typing-extensions = "*" 47 | 48 | [[package]] 49 | name = "aw-core" 50 | version = "0.5.11" 51 | description = "Core library for ActivityWatch" 52 | category = "main" 53 | optional = false 54 | python-versions = ">=3.8,<4.0" 55 | 56 | [package.dependencies] 57 | appdirs = ">=1.4.4,<2.0.0" 58 | deprecation = "*" 59 | iso8601 = ">=1.0.2,<2.0.0" 60 | jsonschema = ">=4.3,<5.0" 61 | peewee = ">=3.0.0,<4.0.0" 62 | python-json-logger = "*" 63 | rfc3339-validator = ">=0.1.4,<0.2.0" 64 | strict-rfc3339 = ">=0.7,<0.8" 65 | TakeTheTime = ">=0.3.1,<0.4.0" 66 | timeslot = "*" 67 | tomlkit = "*" 68 | 69 | [package.extras] 70 | mongo = ["pymongo (>=3.10.0,<4.0.0)"] 71 | 72 | [[package]] 73 | name = "black" 74 | version = "23.1.0" 75 | description = "The uncompromising code formatter." 76 | category = "dev" 77 | optional = false 78 | python-versions = ">=3.7" 79 | 80 | [package.dependencies] 81 | click = ">=8.0.0" 82 | mypy-extensions = ">=0.4.3" 83 | packaging = ">=22.0" 84 | pathspec = ">=0.9.0" 85 | platformdirs = ">=2" 86 | tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""} 87 | typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""} 88 | 89 | [package.extras] 90 | colorama = ["colorama (>=0.4.3)"] 91 | d = ["aiohttp (>=3.7.4)"] 92 | jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"] 93 | uvloop = ["uvloop (>=0.15.2)"] 94 | 95 | [[package]] 96 | name = "certifi" 97 | version = "2022.12.7" 98 | description = "Python package for providing Mozilla's CA Bundle." 99 | category = "main" 100 | optional = false 101 | python-versions = ">=3.6" 102 | 103 | [[package]] 104 | name = "charset-normalizer" 105 | version = "3.0.1" 106 | description = "The Real First Universal Charset Detector. 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