HPI/my/fbmessenger/android.py
Dima Gerasimov 5c82d0faa9 switch from using dataset to raw sqlite3 module
dataset is kinda unmaintaned and currently broken due to sqlalchemy 2.0 changes

resolves https://github.com/karlicoss/HPI/issues/264
2023-02-07 01:57:00 +00:00

172 lines
5 KiB
Python

"""
Messenger data from Android app database (in =/data/data/com.facebook.orca/databases/threads_db2=)
"""
from __future__ import annotations
from dataclasses import dataclass
from datetime import datetime
import json
from pathlib import Path
import sqlite3
from typing import Iterator, Sequence, Optional, Dict, Union
from more_itertools import unique_everseen
from my.core import get_files, Paths, datetime_naive, Res, assert_never
from my.core.sqlite import sqlite_connection
from my.config import fbmessenger as user_config
@dataclass
class config(user_config.android):
# paths[s]/glob to the exported sqlite databases
export_path: Paths
def inputs() -> Sequence[Path]:
return get_files(config.export_path)
@dataclass(unsafe_hash=True)
class Sender:
id: str
name: str
@dataclass(unsafe_hash=True)
class Thread:
id: str
name: Optional[str]
# todo not sure about order of fields...
@dataclass
class _BaseMessage:
id: str
# checked against a message sent on 4 may 2022, and it does look naive
dt: datetime_naive
text: Optional[str]
@dataclass(unsafe_hash=True)
class _Message(_BaseMessage):
thread_id: str
sender_id: str
reply_to_id: Optional[str]
# todo hmm, on the one hand would be kinda nice to inherit common.Message protocol here
# on the other, because the properties there are read only we can't construct the object anymore??
@dataclass(unsafe_hash=True)
class Message(_BaseMessage):
thread: Thread
sender: Sender
reply_to: Optional[Message]
Entity = Union[Sender, Thread, _Message]
def _entities() -> Iterator[Res[Entity]]:
for f in inputs():
with sqlite_connection(f, immutable=True, row_factory='row') as db:
yield from _process_db(db)
def _process_db(db: sqlite3.Connection) -> Iterator[Res[Entity]]:
# works both for GROUP:group_id and ONE_TO_ONE:other_user:your_user
threadkey2id = lambda key: key.split(':')[1]
for r in db.execute('SELECT * FROM threads'):
try:
yield Thread(
id=threadkey2id(r['thread_key']),
name=r['name'],
)
except Exception as e:
yield e
continue
for r in db.execute('SELECT * FROM messages ORDER BY timestamp_ms'):
mtype: int = r['msg_type']
if mtype == -1:
# likely immediately deleted or something? doesn't have any data at all
continue
user_id = None
try:
# todo could use thread_users?
sj = json.loads(r['sender'])
ukey: str = sj['user_key']
prefix = 'FACEBOOK:'
assert ukey.startswith(prefix), ukey
user_id = ukey[len(prefix):]
yield Sender(
id=user_id,
name=sj['name'],
)
except Exception as e:
yield e
continue
thread_id = None
try:
thread_id = threadkey2id(r['thread_key'])
except Exception as e:
yield e
continue
try:
assert user_id is not None
assert thread_id is not None
yield _Message(
id=r['msg_id'],
dt=datetime.fromtimestamp(r['timestamp_ms'] / 1000),
# is_incoming=False, TODO??
text=r['text'],
thread_id=thread_id,
sender_id=user_id,
reply_to_id=r['message_replied_to_id']
)
except Exception as e:
yield e
def messages() -> Iterator[Res[Message]]:
senders: Dict[str, Sender] = {}
msgs: Dict[str, Message] = {}
threads: Dict[str, Thread] = {}
for x in unique_everseen(_entities()):
if isinstance(x, Exception):
yield x
continue
if isinstance(x, Sender):
senders[x.id] = x
continue
if isinstance(x, Thread):
threads[x.id] = x
continue
if isinstance(x, _Message):
reply_to_id = x.reply_to_id
try:
sender = senders[x.sender_id]
# hmm, reply_to be missing due to the synthetic nature of export
# also would be interesting to merge together entities rather than resuling messages from different sources..
# then the merging thing could be moved to common?
reply_to = None if reply_to_id is None else msgs[reply_to_id]
thread = threads[x.thread_id]
except Exception as e:
yield e
continue
m = Message(
id=x.id,
dt=x.dt,
text=x.text,
thread=thread,
sender=sender,
reply_to=reply_to,
)
msgs[m.id] = m
yield m
continue
# NOTE: for some reason mypy coverage highlights it as red?
# but it actually works as expected: i.e. if you omit one of the clauses above, mypy will complain
assert_never(x)