diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index f9ba1422..4c4a1c47 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -13,10 +13,3 @@ jobs:
       - uses: actions/checkout@v3
       - uses: actions/setup-python@v4
       - uses: jpetrucciani/ruff-check@main
-
-  format:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
-      - uses: psf/black@stable
diff --git a/Makefile b/Makefile
index 8cdefe8a..b13329da 100644
--- a/Makefile
+++ b/Makefile
@@ -21,18 +21,14 @@ typecheck:
 typecheck-strict:
 	export MYPYPATH=./stubs; python -m mypy aw_core aw_datastore aw_transform aw_query --strict-optional --check-untyped-defs; echo "Not a failing step"
 
-PYFILES=$(shell find . -type f -name '*.py')
-PYIFILES=$(shell find . -type f -name '*.pyi')
-
 lint:
 	ruff check .
 
 lint-fix:
-	pyupgrade --py37-plus ${PYFILES} && true
 	ruff check --fix .
 
 format:
-	black ${PYFILES} ${PYIFILES}
+	ruff format .
 
 clean:
 	rm -rf build dist
diff --git a/aw_core/__about__.py b/aw_core/__about__.py
index dce39139..9a9f58fc 100644
--- a/aw_core/__about__.py
+++ b/aw_core/__about__.py
@@ -1,11 +1,11 @@
 # Inspired by:
 # https://github.com/pypa/pipfile/blob/master/pipfile/__about__.py
 
+
 __all__ = [
     "__title__",
     "__summary__",
     "__uri__",
-    "__version__",
     "__author__",
     "__email__",
     "__license__",
@@ -16,10 +16,8 @@
 __summary__ = "Core library for ActivityWatch"
 __uri__ = "https://github.com/ActivityWatch/aw-core"
 
-__version__ = "0.4.2"
-
 __author__ = "Erik Bjäreholt, Johan Bjäreholt"
 __email__ = "erik@bjareho.lt, johan@bjareho.lt"
 
 __license__ = "MPL2"
-__copyright__ = "Copyright 2017 %s" % __author__
+__copyright__ = f"Copyright 2017 {__author__}"
diff --git a/aw_core/config.py b/aw_core/config.py
index 92d9f5ff..c9b6ef3e 100644
--- a/aw_core/config.py
+++ b/aw_core/config.py
@@ -6,7 +6,6 @@
 from deprecation import deprecated
 
 from aw_core import dirs
-from aw_core.__about__ import __version__
 
 logger = logging.getLogger(__name__)
 
@@ -81,7 +80,6 @@ def save_config_toml(appname: str, config: str) -> None:
 @deprecated(
     details="Use the load_config_toml function instead",
     deprecated_in="0.5.3",
-    current_version=__version__,
 )
 def load_config(appname, default_config):
     """
@@ -107,7 +105,6 @@ def load_config(appname, default_config):
 @deprecated(
     details="Use the save_config_toml function instead",
     deprecated_in="0.5.3",
-    current_version=__version__,
 )
 def save_config(appname, config):
     config_dir = dirs.get_config_dir(appname)
diff --git a/aw_core/decorators.py b/aw_core/decorators.py
index aa2104f8..f7df776d 100644
--- a/aw_core/decorators.py
+++ b/aw_core/decorators.py
@@ -22,8 +22,8 @@ def g(*args, **kwargs):
         if not warned_for:
             warnings.simplefilter("always", DeprecationWarning)  # turn off filter
             warnings.warn(
-                "Call to deprecated function {}, "
-                "this warning will only show once per function.".format(f.__name__),
+                f"Call to deprecated function {f.__name__}, "
+                "this warning will only show once per function.",
                 category=DeprecationWarning,
                 stacklevel=2,
             )
diff --git a/aw_core/models.py b/aw_core/models.py
index 8e85e090..3904fb14 100644
--- a/aw_core/models.py
+++ b/aw_core/models.py
@@ -50,7 +50,7 @@ def __init__(
         id: Optional[Id] = None,
         timestamp: Optional[ConvertibleTimestamp] = None,
         duration: Duration = 0,
-        data: Data = dict(),
+        data: Optional[Data] = None,
     ) -> None:
         self.id = id
         if timestamp is None:
@@ -65,7 +65,7 @@ def __init__(
             # (lacks support for properties)
             self.timestamp = _timestamp_parse(timestamp)
         self.duration = duration  # type: ignore
-        self.data = data
+        self.data = data or {}
 
     def __eq__(self, other: object) -> bool:
         if isinstance(other, Event):
@@ -76,9 +76,7 @@ def __eq__(self, other: object) -> bool:
             )
         else:
             raise TypeError(
-                "operator not supported between instances of '{}' and '{}'".format(
-                    type(self), type(other)
-                )
+                f"operator not supported between instances of '{type(self)}' and '{type(other)}'"
             )
 
     def __lt__(self, other: object) -> bool:
@@ -86,9 +84,7 @@ def __lt__(self, other: object) -> bool:
             return self.timestamp < other.timestamp
         else:
             raise TypeError(
-                "operator not supported between instances of '{}' and '{}'".format(
-                    type(self), type(other)
-                )
+                f"operator not supported between instances of '{type(self)}' and '{type(other)}'"
             )
 
     def to_json_dict(self) -> dict:
diff --git a/aw_datastore/benchmark.py b/aw_datastore/benchmark.py
index 8ba952e3..fd8daa58 100755
--- a/aw_datastore/benchmark.py
+++ b/aw_datastore/benchmark.py
@@ -1,14 +1,12 @@
 #!/usr/bin/env python3
 import sys
-from typing import Callable
-from datetime import datetime, timedelta, timezone
 from contextlib import contextmanager
+from datetime import datetime, timedelta, timezone
+from typing import Callable
 
 from aw_core.models import Event
 
-from takethetime import ttt
-
-from aw_datastore import get_storage_methods, Datastore
+from aw_datastore import get_storage_methods
 from aw_datastore.storages import AbstractStorage
 
 td1s = timedelta(seconds=1)
@@ -39,54 +37,58 @@ def temporary_bucket(ds):
 
 
 def benchmark(storage: Callable[..., AbstractStorage]):
-    if storage.__name__ == "PeeweeStorage":
-        ds = Datastore(storage, testing=True, filepath="test.db")
-    else:
-        ds = Datastore(storage, testing=True)
-
-    num_single_events = 50
-    num_replace_events = 50
-    num_bulk_events = 20_000
-    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(f" single insert {num_single_events} events"):
-                for event in single_events:
-                    bucket.insert(event)
-
-            with ttt(f" bulk insert {num_bulk_events} events"):
-                bucket.insert(bulk_events)
-
-            with ttt(f" replace last {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)
-
-            with ttt(" get all"):
-                events_tmp = bucket.get(limit=-1)
-                assert len(events_tmp) == num_final_events
-
-            with ttt(" get range"):
-                events_tmp = bucket.get(
-                    limit=-1,
-                    starttime=events[1].timestamp + 0.01 * td1s,
-                    endtime=events[-1].timestamp + events[-1].duration,
-                )
-                assert len(events_tmp) == num_final_events - 1
+    raise NotImplementedError(
+        "No longer implemented as ttt/takethetime dependency is removed"
+    )
+
+    # if storage.__name__ == "PeeweeStorage":
+    #     ds = Datastore(storage, testing=True, filepath="test.db")
+    # else:
+    #     ds = Datastore(storage, testing=True)
+
+    # num_single_events = 50
+    # num_replace_events = 50
+    # num_bulk_events = 20_000
+    # 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(f" single insert {num_single_events} events"):
+    #             for event in single_events:
+    #                 bucket.insert(event)
+
+    #         with ttt(f" bulk insert {num_bulk_events} events"):
+    #             bucket.insert(bulk_events)
+
+    #         with ttt(f" replace last {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)
+
+    #         with ttt(" get all"):
+    #             events_tmp = bucket.get(limit=-1)
+    #             assert len(events_tmp) == num_final_events
+
+    #         with ttt(" get range"):
+    #             events_tmp = bucket.get(
+    #                 limit=-1,
+    #                 starttime=events[1].timestamp + 0.01 * td1s,
+    #                 endtime=events[-1].timestamp + events[-1].duration,
+    #             )
+    #             assert len(events_tmp) == num_final_events - 1
 
 
 if __name__ == "__main__":
diff --git a/aw_datastore/datastore.py b/aw_datastore/datastore.py
index 15cae8c5..3cb09090 100644
--- a/aw_datastore/datastore.py
+++ b/aw_datastore/datastore.py
@@ -28,9 +28,7 @@ def __init__(
         self.storage_strategy = storage_strategy(testing=testing, **kwargs)
 
     def __repr__(self):
-        return "<Datastore object using {}>".format(
-            self.storage_strategy.__class__.__name__
-        )
+        return f"<Datastore object using {self.storage_strategy.__class__.__name__}>"
 
     def __getitem__(self, bucket_id: str) -> "Bucket":
         # If this bucket doesn't have a initialized object, create it
@@ -41,9 +39,7 @@ def __getitem__(self, bucket_id: str) -> "Bucket":
                 self.bucket_instances[bucket_id] = bucket
             else:
                 self.logger.error(
-                    "Cannot create a Bucket object for {} because it doesn't exist in the database".format(
-                        bucket_id
-                    )
+                    f"Cannot create a Bucket object for {bucket_id} because it doesn't exist in the database"
                 )
                 raise KeyError
 
@@ -55,10 +51,11 @@ def create_bucket(
         type: str,
         client: str,
         hostname: str,
-        created: datetime = datetime.now(timezone.utc),
+        created: Optional[datetime] = None,
         name: Optional[str] = None,
         data: Optional[dict] = None,
     ) -> "Bucket":
+        created = created or datetime.now(timezone.utc)
         self.logger.info(f"Creating bucket '{bucket_id}'")
         self.storage_strategy.create_bucket(
             bucket_id, type, client, hostname, created.isoformat(), name=name, data=data
@@ -106,8 +103,8 @@ def get(
             milliseconds = 1 + int(endtime.microsecond / 1000)
             second_offset = int(milliseconds / 1000)  # usually 0, rarely 1
             microseconds = (
-                1000 * milliseconds
-            ) % 1000000  # will likely just be 1000 * milliseconds, if it overflows it would become zero
+                (1000 * milliseconds) % 1000000
+            )  # will likely just be 1000 * milliseconds, if it overflows it would become zero
             endtime = endtime.replace(microsecond=microseconds) + timedelta(
                 seconds=second_offset
             )
@@ -153,9 +150,7 @@ def insert(self, events: Union[Event, List[Event]]) -> Optional[Event]:
             oldest_event: Optional[Event] = events
             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)
-                    )
+                    f"Event inserted into bucket {self.bucket_id} reaches into the future. Current UTC time: {str(now)}. Event data: {str(events)}"
                 )
             inserted = self.ds.storage_strategy.insert_one(self.bucket_id, events)
             # assert inserted
@@ -167,9 +162,7 @@ def insert(self, events: Union[Event, List[Event]]) -> Optional[Event]:
             for event in events:
                 if event.timestamp + event.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(event)
-                        )
+                        f"Event inserted into bucket {self.bucket_id} reaches into the future. Current UTC time: {str(now)}. Event data: {str(event)}"
                     )
             self.ds.storage_strategy.insert_many(self.bucket_id, events)
         else:
diff --git a/aw_datastore/storages/memory.py b/aw_datastore/storages/memory.py
index 9019eaa9..32e39380 100644
--- a/aw_datastore/storages/memory.py
+++ b/aw_datastore/storages/memory.py
@@ -64,7 +64,7 @@ def update_bucket(
             if data:
                 self._metadata[bucket_id]["data"] = data
         else:
-            raise Exception("Bucket did not exist, could not update")
+            raise ValueError("Bucket did not exist, could not update")
 
     def delete_bucket(self, bucket_id: str) -> None:
         if bucket_id in self.db:
@@ -72,7 +72,7 @@ def delete_bucket(self, bucket_id: str) -> None:
         if bucket_id in self._metadata:
             del self._metadata[bucket_id]
         else:
-            raise Exception("Bucket did not exist, could not delete")
+            raise ValueError("Bucket did not exist, could not delete")
 
     def buckets(self):
         buckets = dict()
@@ -134,7 +134,7 @@ def get_metadata(self, bucket_id: str):
         if bucket_id in self._metadata:
             return self._metadata[bucket_id]
         else:
-            raise Exception("Bucket did not exist, could not get metadata")
+            raise ValueError("Bucket did not exist, could not get metadata")
 
     def insert_one(self, bucket: str, event: Event) -> Event:
         if event.id is not None:
diff --git a/aw_datastore/storages/peewee.py b/aw_datastore/storages/peewee.py
index 3e9eaa1e..3c434015 100644
--- a/aw_datastore/storages/peewee.py
+++ b/aw_datastore/storages/peewee.py
@@ -215,7 +215,7 @@ def update_bucket(
 
             bucket.save()
         else:
-            raise Exception("Bucket did not exist, could not update")
+            raise ValueError("Bucket did not exist, could not update")
 
     def delete_bucket(self, bucket_id: str) -> None:
         if bucket_id in self.bucket_keys:
@@ -227,7 +227,7 @@ def delete_bucket(self, bucket_id: str) -> None:
             ).execute()
             self.update_bucket_keys()
         else:
-            raise Exception("Bucket did not exist, could not delete")
+            raise ValueError("Bucket did not exist, could not delete")
 
     def get_metadata(self, bucket_id: str):
         if bucket_id in self.bucket_keys:
@@ -236,7 +236,7 @@ def get_metadata(self, bucket_id: str):
             ).json()
             return bucket
         else:
-            raise Exception("Bucket did not exist, could not get metadata")
+            raise ValueError("Bucket did not exist, could not get metadata")
 
     def insert_one(self, bucket_id: str, event: Event) -> Event:
         e = EventModel.from_event(self.bucket_keys[bucket_id], event)
diff --git a/aw_datastore/storages/sqlite.py b/aw_datastore/storages/sqlite.py
index 67ecbceb..9d2fd610 100644
--- a/aw_datastore/storages/sqlite.py
+++ b/aw_datastore/storages/sqlite.py
@@ -98,7 +98,8 @@ def __init__(
 
         if new_db_file and not ignore_migration_check:
             logger.info("Created new SQlite db file")
-            from aw_datastore import check_for_migration
+
+            from aw_datastore import check_for_migration  # fmt: skip
 
             check_for_migration(self)
 
@@ -211,7 +212,7 @@ def delete_bucket(self, bucket_id: str):
         cursor = self.conn.execute("DELETE FROM buckets WHERE id = ?", [bucket_id])
         self.commit()
         if cursor.rowcount != 1:
-            raise Exception("Bucket did not exist, could not delete")
+            raise ValueError("Bucket did not exist, could not delete")
 
     def get_metadata(self, bucket_id: str):
         c = self.conn.cursor()
@@ -231,7 +232,7 @@ def get_metadata(self, bucket_id: str):
                 "data": json.loads(row[6] or "{}"),
             }
         else:
-            raise Exception("Bucket did not exist, could not get metadata")
+            raise ValueError("Bucket did not exist, could not get metadata")
 
     def insert_one(self, bucket_id: str, event: Event) -> Event:
         c = self.conn.cursor()
diff --git a/aw_query/functions.py b/aw_query/functions.py
index 7df0616b..b02ce5e7 100644
--- a/aw_query/functions.py
+++ b/aw_query/functions.py
@@ -1,31 +1,36 @@
-import iso8601
-from typing import Optional, Callable, Dict, Any, List
-from inspect import signature
-from functools import wraps
 from datetime import timedelta
+from functools import wraps
+from inspect import signature
+from typing import (
+    Any,
+    Callable,
+    Dict,
+    List,
+    Optional,
+)
 
+import iso8601
 from aw_core.models import Event
 from aw_datastore import Datastore
-
 from aw_transform import (
-    filter_period_intersect,
-    filter_keyvals,
-    filter_keyvals_regex,
-    period_union,
-    union_no_overlap,
-    categorize,
-    tag,
     Rule,
-    merge_events_by_keys,
+    categorize,
     chunk_events_by_key,
-    sort_by_timestamp,
-    sort_by_duration,
-    sum_durations,
     concat,
-    split_url_events,
-    simplify_string,
+    filter_keyvals,
+    filter_keyvals_regex,
+    filter_period_intersect,
     flood,
     limit_events,
+    merge_events_by_keys,
+    period_union,
+    simplify_string,
+    sort_by_duration,
+    sort_by_timestamp,
+    split_url_events,
+    sum_durations,
+    tag,
+    union_no_overlap,
 )
 
 from .exceptions import QueryFunctionException
@@ -41,9 +46,7 @@ def _verify_bucket_exists(datastore, bucketname):
 def _verify_variable_is_type(variable, t):
     if not isinstance(variable, t):
         raise QueryFunctionException(
-            "Variable '{}' passed to function call is of invalid type. Expected {} but was {}".format(
-                variable, t, type(variable)
-            )
+            f"Variable '{variable}' passed to function call is of invalid type. Expected {t} but was {type(variable)}"
         )
 
 
@@ -72,9 +75,7 @@ def h(f):
         sig = signature(f)
         # If function lacks docstring, use docstring from underlying function in aw_transform
         if transform_func and transform_func.__doc__ and not f.__doc__:
-            f.__doc__ = ".. note:: Documentation automatically copied from underlying function `aw_transform.{func_name}`\n\n{func_doc}".format(
-                func_name=transform_func.__name__, func_doc=transform_func.__doc__
-            )
+            f.__doc__ = f".. note:: Documentation automatically copied from underlying function `aw_transform.{transform_func.__name__}`\n\n{transform_func.__doc__}"
 
         @wraps(f)
         def g(datastore: Datastore, namespace: TNamespace, *args, **kwargs):
@@ -138,9 +139,7 @@ def q2_find_bucket(
             else:
                 return bucket
     raise QueryFunctionException(
-        "Unable to find bucket matching '{}' (hostname filter set to '{}')".format(
-            filter_str, hostname
-        )
+        f"Unable to find bucket matching '{filter_str}' (hostname filter set to '{hostname}')"
     )
 
 
@@ -161,7 +160,7 @@ def q2_query_bucket(
     except iso8601.ParseError:
         raise QueryFunctionException(
             "Unable to parse starttime/endtime for query_bucket"
-        )
+        ) from None
     return datastore[bucketname].get(starttime=starttime, endtime=endtime)
 
 
diff --git a/aw_query/query2.py b/aw_query/query2.py
index b35678a5..431dcab8 100644
--- a/aw_query/query2.py
+++ b/aw_query/query2.py
@@ -1,9 +1,11 @@
 import logging
+from abc import abstractmethod
 from datetime import datetime
 from typing import (
     Any,
     Dict,
     List,
+    Optional,
     Sequence,
     Tuple,
     Type,
@@ -18,15 +20,18 @@
 
 
 class QToken:
+    @abstractmethod
     def interpret(self, datastore: Datastore, namespace: dict):
         raise NotImplementedError
 
     @staticmethod
+    @abstractmethod
     def parse(string: str, namespace: dict):
         raise NotImplementedError
 
     @staticmethod
-    def check(string: str) -> Tuple[str, str]:
+    @abstractmethod
+    def check(string: str) -> Tuple[Optional[str], str]:
         raise NotImplementedError
 
 
@@ -38,7 +43,7 @@ def interpret(self, datastore: Datastore, namespace: dict):
         return self.value
 
     @staticmethod
-    def parse(string: str, namespace: dict = {}) -> QToken:
+    def parse(string: str, namespace: dict) -> QToken:
         return QInteger(int(string))
 
     @staticmethod
@@ -60,9 +65,7 @@ def __init__(self, name, value) -> None:
     def interpret(self, datastore: Datastore, namespace: dict):
         if self.name not in namespace:
             raise QueryInterpretException(
-                "Tried to reference variable '{}' which is not defined".format(
-                    self.name
-                )
+                f"Tried to reference variable '{self.name}' which is not defined"
             )
         namespace[self.name] = self.value
         return self.value
@@ -95,7 +98,7 @@ def interpret(self, datastore: Datastore, namespace: dict):
         return self.value
 
     @staticmethod
-    def parse(string: str, namespace: dict = {}) -> QToken:
+    def parse(string: str, namespace: dict) -> "QString":
         quotes_type = string[0]
         string = string.replace("\\" + quotes_type, quotes_type)
         string = string[1:-1]
@@ -140,10 +143,8 @@ def interpret(self, datastore: Datastore, namespace: dict):
             result = functions[self.name](*call_args)  # type: ignore
         except TypeError:
             raise QueryInterpretException(
-                "Tried to call function {} with invalid amount of arguments".format(
-                    self.name
-                )
-            )
+                f"Tried to call function {self.name} with invalid amount of arguments"
+            ) from None
         return result
 
     @staticmethod
@@ -234,7 +235,7 @@ def parse(string: str, namespace: dict) -> QToken:
             (key_t, key_str), entries_str = _parse_token(entries_str, namespace)
             if key_t != QString:
                 raise QueryParseException("Key in dict is not a str")
-            key = QString.parse(key_str).value  # type: ignore
+            key = QString.parse(key_str, {}).value
             entries_str = entries_str.strip()
             # Remove :
             if entries_str[0] != ":":
diff --git a/aw_transform/flood.py b/aw_transform/flood.py
index f1a5a88f..b6f8a605 100644
--- a/aw_transform/flood.py
+++ b/aw_transform/flood.py
@@ -44,17 +44,13 @@ def flood(events: List[Event], pulsetime: float = 5) -> List[Event]:
             e2.timestamp, e2.duration = end, timedelta(0)
             if not warned_about_negative_gap_safe:
                 logger.warning(
-                    "Gap was of negative duration but could be safely merged ({}s). This message will only show once per batch.".format(
-                        gap.total_seconds()
-                    )
+                    f"Gap was of negative duration but could be safely merged ({gap.total_seconds()}s). This message will only show once per batch."
                 )
                 warned_about_negative_gap_safe = True
         elif gap < -negative_gap_trim_thres and not warned_about_negative_gap_unsafe:
             # Events with negative gap but differing data cannot be merged safely
             logger.warning(
-                "Gap was of negative duration and could NOT be safely merged ({}s). This warning will only show once per batch.".format(
-                    gap.total_seconds()
-                )
+                f"Gap was of negative duration and could NOT be safely merged ({gap.total_seconds()}s). This warning will only show once per batch."
             )
             warned_about_negative_gap_unsafe = True
             # logger.warning("Event 1 (id {}): {} {}".format(e1.id, e1.timestamp, e1.duration))
diff --git a/poetry.lock b/poetry.lock
index 2cac2667..d2941323 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,97 +1,23 @@
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-
-[[package]]
-name = "astroid"
-version = "3.1.0"
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-optional = false
-python-versions = ">=3.8.0"
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-
-[package.dependencies]
-typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "attrs"
-version = "23.2.0"
+version = "24.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
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-tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
-
-[[package]]
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-[package.dependencies]
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
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+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "colorama"
@@ -106,63 +32,83 @@ files = [
 
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 [package.dependencies]
@@ -185,30 +131,15 @@ files = [
 [package.dependencies]
 packaging = "*"
 
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-profile = ["gprof2dot (>=2022.7.29)"]
-
 [[package]]
 name = "exceptiongroup"
-version = "1.2.1"
+version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
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+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -245,38 +180,24 @@ files = [
 
 [[package]]
 name = "iso8601"
-version = "1.1.0"
+version = "2.1.0"
 description = "Simple module to parse ISO 8601 dates"
 optional = false
-python-versions = ">=3.6.2,<4.0"
+python-versions = ">=3.7,<4.0"
 files = [
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 ]
 
-[[package]]
-name = "isort"
-version = "5.13.2"
-description = "A Python utility / library to sort Python imports."
-optional = false
-python-versions = ">=3.8.0"
-files = [
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-]
-
-[package.extras]
-colors = ["colorama (>=0.4.6)"]
-
 [[package]]
 name = "jsonschema"
-version = "4.22.0"
+version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
 ]
 
 [package.dependencies]
@@ -289,7 +210,7 @@ rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
 name = "jsonschema-specifications"
@@ -306,57 +227,46 @@ files = [
 importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
 referencing = ">=0.31.0"
 
-[[package]]
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-version = "0.7.0"
-description = "McCabe checker, plugin for flake8"
-optional = false
-python-versions = ">=3.6"
-files = [
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-]
-
 [[package]]
 name = "mypy"
-version = "1.10.0"
+version = "1.11.2"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "mypy-1.11.2.tar.gz", hash = "sha256:7f9993ad3e0ffdc95c2a14b66dee63729f021968bff8ad911867579c65d13a79"},
 ]
 
 [package.dependencies]
 mypy-extensions = ">=1.0.0"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = ">=4.1.0"
+typing-extensions = ">=4.6.0"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
@@ -377,34 +287,23 @@ files = [
 
 [[package]]
 name = "packaging"
-version = "24.0"
+version = "24.1"
 description = "Core utilities for Python packages"
 optional = false
-python-versions = ">=3.7"
-files = [
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-]
-
-[[package]]
-name = "pathspec"
-version = "0.12.1"
-description = "Utility library for gitignore style pattern matching of file paths."
-optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"},
 ]
 
 [[package]]
 name = "peewee"
-version = "3.17.3"
+version = "3.17.6"
 description = "a little orm"
 optional = false
 python-versions = "*"
 files = [
-    {file = "peewee-3.17.3.tar.gz", hash = "sha256:ef15f90b628e41a584be8306cdc3243c51f73ce88b06154d9572f6d0284a0169"},
+    {file = "peewee-3.17.6.tar.gz", hash = "sha256:cea5592c6f4da1592b7cff8eaf655be6648a1f5857469e30037bf920c03fb8fb"},
 ]
 
 [[package]]
@@ -448,45 +347,15 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
-[[package]]
-name = "pylint"
-version = "3.1.0"
-description = "python code static checker"
-optional = false
-python-versions = ">=3.8.0"
-files = [
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-]
-
-[package.dependencies]
-astroid = ">=3.1.0,<=3.2.0-dev0"
-colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
-dill = [
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-    {version = ">=0.3.7", markers = "python_version >= \"3.12\""},
-    {version = ">=0.3.6", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
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-isort = ">=4.2.5,<5.13.0 || >5.13.0,<6"
-mccabe = ">=0.6,<0.8"
-platformdirs = ">=2.2.0"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-tomlkit = ">=0.10.1"
-typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""}
-
-[package.extras]
-spelling = ["pyenchant (>=3.2,<4.0)"]
-testutils = ["gitpython (>3)"]
-
 [[package]]
 name = "pytest"
-version = "7.4.4"
+version = "8.3.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -494,11 +363,11 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=0.12,<2.0"
-tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
+pluggy = ">=1.5,<2"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-cov"
@@ -518,20 +387,6 @@ pytest = ">=4.6"
 [package.extras]
 testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]
 
-[[package]]
-name = "pyupgrade"
-version = "3.8.0"
-description = "A tool to automatically upgrade syntax for newer versions."
-optional = false
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-
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-
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 name = "referencing"
 version = "0.35.1"
@@ -563,136 +418,141 @@ six = "*"
 
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-version = "0.18.1"
+version = "0.20.0"
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@@ -761,42 +600,46 @@ files = [
 
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 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "ec99e0e9832461084031d345c46368c3b39a0e045523e2dc15a863fd29f384d3"
+content-hash = "ba261df1615241254e861aa64f405da1a6efdc41c96f39ef8fa525b3c3d5b73d"
diff --git a/pyproject.toml b/pyproject.toml
index 2ddd0511..8f320282 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -23,7 +23,7 @@ python = "^3.8"
 jsonschema = "^4.3"
 peewee = "3.*"
 platformdirs = "3.10"  # pinned due to sometimes breaking changes in minor versions: https://github.com/ActivityWatch/aw-core/pull/122#issuecomment-1768020335
-iso8601 = "^1.0.2"
+iso8601 = "*"
 rfc3339-validator = "^0.1.4"  # needed for the date-type format in jsonschema
 strict-rfc3339 = "^0.7"
 tomlkit = "*"
@@ -31,16 +31,19 @@ deprecation = "*"
 timeslot = "*"
 
 [tool.poetry.group.dev.dependencies]
-pytest = "^7.0"
-pytest-cov = "*"
 mypy = "*"
-pylint = "*"
-black = "*"
 ruff = "*"
-pyupgrade = "*"
-TakeTheTime = "^0.3.1"
+pytest = "*"
+pytest-cov = "*"
 
 [tool.ruff]
+target-version = "py38"
+
+[tool.ruff.lint]
+select = ["E4", "E7", "E9", "F", "B", "UP"]
+ignore = ["E402", "E501", "B905"]
+
+[tool.lint.ruff]
 ignore = ["E402", "E501"]
 
 [build-system]
diff --git a/tests/test_datastore.py b/tests/test_datastore.py
index 3ec3a715..e8b21f61 100644
--- a/tests/test_datastore.py
+++ b/tests/test_datastore.py
@@ -6,6 +6,7 @@
 import pytest
 from aw_core.models import Event
 from aw_datastore import get_storage_methods
+from aw_datastore.storages import PeeweeStorage
 
 from . import context  # noqa: F401
 from .utils import param_datastore_objects, param_testing_buckets_cm
@@ -63,8 +64,8 @@ def test_create_bucket(datastore):
 
 @pytest.mark.parametrize("datastore", param_datastore_objects())
 def test_update_bucket(datastore):
+    bid = "test-" + str(random.randint(0, 1000000))
     try:
-        bid = "test-" + str(random.randint(0, 1000000))
         datastore.create_bucket(
             bucket_id=bid, type="test", client="test", hostname="test", name="test"
         )
@@ -84,7 +85,7 @@ def test_delete_bucket(datastore):
     )
     datastore.delete_bucket(bid)
     assert bid not in datastore.buckets()
-    with pytest.raises(Exception):
+    with pytest.raises(ValueError):
         datastore.delete_bucket(bid)
 
 
@@ -334,7 +335,6 @@ def test_get_event_trimming(bucket_cm):
     """Test that event trimming works correctly (when querying events that intersect with the query range)"""
     # TODO: Trimming should be possible to disable
     # (needed in raw data view, among other places where event editing is permitted)
-    from aw_datastore.storages import PeeweeStorage
 
     with bucket_cm as bucket:
         if not isinstance(bucket.ds.storage_strategy, PeeweeStorage):
@@ -535,7 +535,7 @@ def test_limit(bucket_cm):
     Tests setting the result limit when fetching events
     """
     with bucket_cm as bucket:
-        for i in range(5):
+        for _ in range(5):
             bucket.insert(Event(timestamp=now))
 
         assert 0 == len(bucket.get(limit=0))
@@ -560,7 +560,7 @@ def test_get_metadata(bucket_cm):
         assert "id" in metadata
         assert "name" in metadata
         assert "type" in metadata
-    with pytest.raises(Exception):
+    with pytest.raises(ValueError):
         bucket.metadata()
 
 
diff --git a/tests/test_query2.py b/tests/test_query2.py
index b531f344..48bdb11c 100644
--- a/tests/test_query2.py
+++ b/tests/test_query2.py
@@ -293,11 +293,9 @@ def test_query2_function_in_function(datastore):
     bid = "test_bucket"
     starttime = iso8601.parse_date("1970-01-01")
     endtime = iso8601.parse_date("1970-01-02")
-    example_query = """
+    example_query = f"""
     RETURN=limit_events(query_bucket("{bid}"), 1);
-    """.format(
-        bid=bid
-    )
+    """
     try:
         # Setup buckets
         bucket1 = datastore.create_bucket(
@@ -375,15 +373,13 @@ def test_query2_basic_query(datastore):
     starttime = iso8601.parse_date("1970")
     endtime = starttime + timedelta(hours=1)
 
-    example_query = """
+    example_query = f"""
     bid1 = "{bid1}";
     bid2 = "{bid2}";
     events = query_bucket(bid1);
     intersect_events = query_bucket(bid2);
     RETURN = filter_period_intersect(events, intersect_events);
-    """.format(
-        bid1=bid1, bid2=bid2
-    )
+    """
 
     try:
         # Setup buckets
@@ -428,16 +424,14 @@ def test_query2_test_merged_keys(datastore):
     starttime = iso8601.parse_date("2080")
     endtime = starttime + timedelta(hours=1)
 
-    example_query = """
+    example_query = f"""
     bid1 = "{bid}";
     events = query_bucket(bid1);
     events = merge_events_by_keys(events, ["label1", "label2"]);
     events = sort_by_duration(events);
     eventcount = query_bucket_eventcount(bid1);
     RETURN = {{"events": events, "eventcount": eventcount}};
-    """.format(
-        bid=bid
-    )
+    """
     try:
         # Setup buckets
         bucket1 = datastore.create_bucket(
@@ -491,13 +485,11 @@ def test_query2_fancy_query(datastore):
     starttime = iso8601.parse_date("1970")
     endtime = starttime + timedelta(hours=1)
 
-    example_query = """
-    bid = find_bucket("{}");
+    example_query = f"""
+    bid = find_bucket("{bid1[:10]}");
     events = query_bucket(bid);
     RETURN = simplify_window_titles(events, "title");
-    """.format(
-        bid1[:10]
-    )
+    """
 
     try:
         # Setup buckets
@@ -527,7 +519,7 @@ def test_query2_query_categorize(datastore):
     endtime = starttime + timedelta(hours=1)
 
     example_query = (
-        r"""
+        rf"""
     events = query_bucket("{bid}");
     events = sort_by_timestamp(events);
     events = categorize(events, [
@@ -537,7 +529,7 @@ def test_query2_query_categorize(datastore):
     events_by_cat = merge_events_by_keys(events, ["$category"]);
     RETURN = {{"events": events, "events_by_cat": events_by_cat}};
     """
-    ).format(bid=bid)
+    )
     try:
         bucket = datastore.create_bucket(
             bucket_id=bid, type="test", client="test", hostname="test", name="asd"
diff --git a/tests/utils.py b/tests/utils.py
index ecd61bf4..1169b762 100644
--- a/tests/utils.py
+++ b/tests/utils.py
@@ -31,9 +31,7 @@ def __exit__(self, *_):
         self.ds.delete_bucket(bucket_id=self.bucket_id)
 
     def __repr__(self):
-        return "<TempTestBucket using {}>".format(
-            self.ds.storage_strategy.__class__.__name__
-        )
+        return f"<TempTestBucket using {self.ds.storage_strategy.__class__.__name__}>"
 
 
 _storage_methods = get_storage_methods()