SQlite datastore

Makefile

@@ -12,6 +12,9 @@ build:
 test:
 	python3 -m pytest tests -v --cov=aw_core --cov=aw_datastore --cov=aw_transform --cov=aw_analysis
 
+coverage_html: test
+	python3 -m coverage html -d coverage_html
+
 benchmark:
 	python3 -m aw_datastore.benchmark
 

aw_datastore/__init__.py

@@ -1,17 +1,19 @@
 from typing import Dict, Callable, Any
 import platform as _platform
 
+from .migration import check_for_migration
+
 from . import storages
 from .datastore import Datastore
 
-
 # The Callable[[Any], ...] here should be Callable[..., ...] but Python 3.5.2 doesn't
 # like ellipsises. See here: https://github.com/python/typing/issues/259
 def get_storage_methods() -> Dict[str, Callable[[Any], storages.AbstractStorage]]:
-    from .storages import MemoryStorage, MongoDBStorage, PeeweeStorage
+    from .storages import MemoryStorage, MongoDBStorage, PeeweeStorage, SqliteStorage
     methods = {
         PeeweeStorage.sid: PeeweeStorage,
         MemoryStorage.sid: MemoryStorage,
+        SqliteStorage.sid: SqliteStorage,
     }  # type: Dict[str, Callable[[Any], storages.AbstractStorage]]
 
     # MongoDB is not supported on Windows or macOS

aw_datastore/benchmark.py

@@ -1,3 +1,4 @@
+#!/usr/bin/env python3
 import sys
 from typing import Callable
 from datetime import datetime, timedelta, timezone
@@ -7,20 +8,30 @@
 
 from takethetime import ttt
 
-from . import get_storage_methods, Datastore
-from .storages import AbstractStorage
+from aw_datastore import get_storage_methods, Datastore
+from aw_datastore.storages import AbstractStorage
 
 
 def create_test_events(n):
-    now = datetime.now(timezone.utc)
+    now = datetime.now(timezone.utc) - timedelta(days=1000)
 
-    events = [None] * n
+    events = []
     for i in range(n):
-        events[i] = Event(timestamp=now + i * timedelta(hours=1), data={"label": "asd"})
+        events.append(Event(timestamp=now + i * timedelta(seconds=1), data={"label": "asd"}))
 
     return events
 
 
+def create_tmpbucket(ds, num):
+    bucket_id = "benchmark_test_bucket_{}".format(str(num))
+    try:
+        ds.delete_bucket(bucket_id)
+    except KeyError:
+        pass
+    ds.create_bucket(bucket_id, "testingtype", "test-client", "testing-box")
+    return bucket_id
+
+
 @contextmanager
 def temporary_bucket(ds):
     bucket_id = "test_bucket"
@@ -35,49 +46,42 @@ def temporary_bucket(ds):
 
 def benchmark(storage: Callable[..., AbstractStorage]):
     ds = Datastore(storage, testing=True)
-    num_events = 5 * 10**4
+
+    num_single_events = 50
+    num_replace_events = 50
+    num_bulk_events = 2 * 10**3
+    num_events = num_single_events + num_replace_events + num_bulk_events + 1
+    num_final_events = num_single_events + num_bulk_events + 1
+
     events = create_test_events(num_events)
+    single_events = events[:num_single_events]
+    replace_events = events[num_single_events:num_single_events+num_replace_events]
+    bulk_events = events[num_single_events+num_replace_events:-1]
 
     print(storage.__name__)
 
     with temporary_bucket(ds) as bucket:
         with ttt(" sum"):
-            with ttt(" insert {} events".format(num_events)):
-                bucket.insert(events)
+            with ttt(" single insert {} events".format(num_single_events)):
+                for event in single_events:
+                    bucket.insert(event)
+
+            with ttt(" bulk insert {} events".format(num_bulk_events)):
+                bucket.insert(bulk_events)
+
+            with ttt(" replace last {}".format(num_replace_events)):
+                for e in replace_events:
+                    bucket.replace_last(e)
 
             with ttt(" insert 1 event"):
                 bucket.insert(events[-1])
 
             with ttt(" get one"):
                 events_tmp = bucket.get(limit=1)
-                # print("Total number of events: {}".format(len(events)))
 
             with ttt(" get all"):
-                events_tmp = bucket.get(limit=num_events)
-                print(len(events_tmp))
-                assert len(events_tmp) == num_events
-                for e1, e2 in zip(events, sorted(events_tmp, key=lambda e: e.timestamp)):
-                    try:
-                        # Can't do direct comparison since tz will differ in object type (but have identical meaning)
-                        # TODO: Fix the above by overriding __eq__ on Event
-                        assert e1.timestamp.second == e2.timestamp.second
-                        assert e1.timestamp.microsecond == e2.timestamp.microsecond
-                    except AssertionError as e:
-                        print(e1)
-                        print(e2)
-                        raise e
-                # print("Total number of events: {}".format(len(events)))
-
-            def events_in_interval(n):
-                with ttt(" get {} events within time interval".format(n)):
-                    events_tmp = bucket.get(limit=num_events,
-                                            starttime=events[0].timestamp,
-                                            endtime=events[n].timestamp)
-                    assert len(events_tmp) == n - 1
-                    # print("Events within time interval: {}".format(len(events)))
-
-            events_in_interval(int(num_events / 2))
-            events_in_interval(10)
+                events_tmp = bucket.get()
+                assert len(events_tmp) == num_final_events
 
 
 if __name__ == "__main__":

aw_datastore/datastore.py

@@ -84,10 +84,12 @@ def insert(self, events: Union[Event, List[Event]]) -> Optional[Event]:
         """
         # NOTE: Should we keep the timestamp checking?
         # Get last event for timestamp check after insert
+        """
         last_event_list = self.get(1)
         last_event = None
         if len(last_event_list) > 0:
             last_event = last_event_list[0]
+        """
 
         now = datetime.now(tz=timezone.utc)
 
@@ -99,7 +101,7 @@ def insert(self, events: Union[Event, List[Event]]) -> Optional[Event]:
             if events.timestamp + events.duration > now:
                 self.logger.warning("Event inserted into bucket {} reaches into the future. Current UTC time: {}. Event data: {}".format(self.bucket_id, str(now), str(events)))
             inserted = self.ds.storage_strategy.insert_one(self.bucket_id, events)
-            assert inserted
+            #assert inserted
         elif isinstance(events, list):
             if len(events) > 0:
                 oldest_event = sorted(events, key=lambda k: k['timestamp'])[0]
@@ -113,11 +115,13 @@ def insert(self, events: Union[Event, List[Event]]) -> Optional[Event]:
             raise TypeError
 
         # Warn if timestamp is older than last event
+        """
         if last_event and oldest_event:
             if oldest_event.timestamp < last_event.timestamp:
                 self.logger.warning("Inserting event that has a older timestamp than previous event!" +
                                     "\nPrevious:" + str(last_event) +
                                     "\nInserted:" + str(oldest_event))
+        """
 
         return inserted
 

aw_datastore/migration.py

@@ -0,0 +1,50 @@
+from typing import Optional, List
+import os
+import re
+import logging
+
+from aw_core.dirs import get_data_dir
+from .storages import AbstractStorage
+
+logger = logging.getLogger(__name__)
+
+def detect_db_files(data_dir: str, datastore_name: str = None, version=None) -> List[str]:
+    db_files = [filename for filename in os.listdir(data_dir)]
+    if datastore_name:
+        db_files = [filename for filename in db_files if filename.split(".")[0] == datastore_name]
+    if version:
+        db_files = [filename for filename in db_files if filename.split(".")[1] == "v{}".format(version)]
+    return db_files
+
+def check_for_migration(datastore: AbstractStorage, datastore_name: str, version: int):
+    data_dir = get_data_dir("aw-server")
+
+    if datastore.sid == "sqlite":
+        peewee_type = "peewee-sqlite"
+        peewee_name = peewee_type + "-testing" if datastore.testing else ""
+        # Migrate from peewee v2
+        peewee_db_v2 = detect_db_files(data_dir, peewee_name, 2)
+        if len(peewee_db_v2) > 0:
+            peewee_v2_to_sqlite_v1(datastore)
+
+def peewee_v2_to_sqlite_v1(datastore):
+    logger.info("Migrating database from peewee v2 to sqlite v1")
+    from .storages import PeeweeStorage
+    pw_db = PeeweeStorage(datastore.testing)
+    # Fetch buckets and events
+    buckets = pw_db.buckets()
+    # Insert buckets and events to new db
+    for bucket_id in buckets:
+        logger.info("Migrating bucket {}".format(bucket_id))
+        bucket = buckets[bucket_id]
+        datastore.create_bucket(
+            bucket["id"],
+            bucket["type"],
+            bucket["client"],
+            bucket["hostname"],
+            bucket["created"],
+            bucket["name"]
+        )
+        bucket_events = pw_db.get_events(bucket_id, -1)
+        datastore.insert_many(bucket_id, bucket_events)
+    logger.info("Migration of peewee v2 to sqlite v1 finished")

aw_datastore/storages/__init__.py

@@ -7,3 +7,4 @@
 from .memory import MemoryStorage
 from .mongodb import MongoDBStorage
 from .peewee import PeeweeStorage
+from .sqlite import SqliteStorage

aw_datastore/storages/abstract.py

@@ -14,6 +14,7 @@ class AbstractStorage(metaclass=ABCMeta):
 
     @abstractmethod
     def __init__(self, testing: bool) -> None:
+        self.testing = True
         raise NotImplementedError
 
     @abstractmethod
@@ -55,7 +56,7 @@ def delete(self, bucket_id: str, event_id: int) -> bool:
         raise NotImplementedError
 
     @abstractmethod
-    def replace(self, bucket_id: str, event_id: int, event: Event) -> Event:
+    def replace(self, bucket_id: str, event_id: int, event: Event) -> bool:
         raise NotImplementedError
 
     @abstractmethod

aw_datastore/storages/memory.py

@@ -63,7 +63,9 @@ def get_events(self, bucket: str, limit: int,
                     e.append(event)
             events = e
         # Limit
-        if limit < 0:
+        if limit == 0:
+            return []
+        elif limit < 0:
             limit = sys.maxsize
         events = events[:limit]
         # Return

aw_datastore/storages/mongodb.py

@@ -127,7 +127,7 @@ def replace_last(self, bucket_id: str, event: Event):
         last_event = list(self.db[bucket_id]["events"].find().sort([("timestamp", -1)]).limit(1))[0]
         self.db[bucket_id]["events"].replace_one({"_id": last_event["_id"]}, self._transform_event(event.copy()))
 
-    def replace(self, bucket_id: str, event_id, event: Event) -> Event:
+    def replace(self, bucket_id: str, event_id, event: Event) -> bool:
         self.db[bucket_id]["events"].replace_one({"_id": event_id}, self._transform_event(event.copy()))
         event.id = event_id
-        return event
+        return True

aw_datastore/storages/peewee.py

@@ -75,42 +75,19 @@ def json(self):
         }
 
 
-def detect_db_files(data_dir: str) -> List[str]:
-    return [filename for filename in os.listdir(data_dir) if "peewee-sqlite" in filename]
-
-
-def detect_db_version(data_dir: str, max_version: Optional[int] = None) -> Optional[int]:
-    """Returns the most recent version number of any database file found (up to max_version)"""
-    import re
-    files = detect_db_files(data_dir)
-    r = re.compile("v[0-9]+")
-    re_matches = [r.search(filename) for filename in files]
-    versions = [int(match.group(0)[1:]) for match in re_matches if match]
-    if max_version:
-        versions = [v for v in versions if v <= max_version]
-    return max(versions) if versions else None
-
-
 class PeeweeStorage(AbstractStorage):
     sid = "peewee"
 
     def __init__(self, testing):
         data_dir = get_data_dir("aw-server")
-        current_db_version = detect_db_version(data_dir, max_version=LATEST_VERSION)
-
-        if current_db_version is not None and current_db_version < LATEST_VERSION:
-            # DB file found but was of an older version
-            logger.info("Latest version database file found was of an older version")
-            logger.info("Creating database file for new version {}".format(LATEST_VERSION))
-            logger.warning("ActivityWatch does not currently support database migrations, new database file will be empty")
 
         filename = 'peewee-sqlite' + ('-testing' if testing else '') + ".v{}".format(LATEST_VERSION) + '.db'
         filepath = os.path.join(data_dir, filename)
         self.db = _db
         self.db.init(filepath)
         logger.info("Using database file: {}".format(filepath))
 
-        # db.connect()
+        self.db.connect()
 
         self.bucket_keys = {}
         if not BucketModel.table_exists():
@@ -153,12 +130,11 @@ def insert_many(self, bucket_id, events: List[Event], fast=False) -> None:
                             "duration": event.duration.total_seconds(),
                             "datastr": json.dumps(event.data)}
                            for event in events]
-        with self.db.atomic():
-            # Chunking into lists of length 100 is needed here due to SQLITE_MAX_COMPOUND_SELECT
-            # and SQLITE_LIMIT_VARIABLE_NUMBER under Windows.
-            # See: https://github.com/coleifer/peewee/issues/948
-            for chunk in chunks(events_dictlist, 100):
-                EventModel.insert_many(chunk).execute()
+        # Chunking into lists of length 100 is needed here due to SQLITE_MAX_COMPOUND_SELECT
+        # and SQLITE_LIMIT_VARIABLE_NUMBER under Windows.
+        # See: https://github.com/coleifer/peewee/issues/948
+        for chunk in chunks(events_dictlist, 100):
+            EventModel.insert_many(chunk).execute()
 
     def _get_event(self, bucket_id, event_id) -> EventModel:
         return EventModel.select() \