From 5f6bd8cc3c2ab557d2659830f5f651c2e2225717 Mon Sep 17 00:00:00 2001
From: Nickolas Grigoriadis <nagrigoriadis@gmail.com>
Date: Sun, 21 Jul 2019 11:58:06 +0200
Subject: [PATCH] Efficiency improvements in model & query construction for
 5-30% speedup for fetch operations  (#158)

* Split model consructor into from-Python and from-DB paths, leading to 15-25% speedup for large fetch operations.
* More efficient queryset manipulation, 5-30% speedup for small fetches.
---
 CHANGELOG.rst                      |   8 +-
 docs/ORM_Perf.png                  | Bin 32810 -> 31049 bytes
 tortoise/__init__.py               |   5 +-
 tortoise/backends/base/executor.py |   4 +-
 tortoise/models.py                 | 162 ++++++++++++++---------------
 tortoise/query_utils.py            |   2 +
 tortoise/queryset.py               |  80 +++++++-------
 7 files changed, 129 insertions(+), 132 deletions(-)

diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index f43c0d5ce..05ba9b173 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -5,7 +5,13 @@ Changelog
 
 0.12.6
 ------
-* Handle a __models__ variable within modules to override the model discovery mechanism.
+* Handle a ``__models__`` variable within modules to override the model discovery mechanism.
+
+    If you define the ``__models__`` variable in ``yourapp.models`` (or wherever you specify to load your models from),
+    ``generate_schema()`` will use that list, rather than automatically finding all models for you.
+
+* Split model consructor into from-Python and from-DB paths, leading to 15-25% speedup for large fetch operations.
+* More efficient queryset manipulation, 5-30% speedup for small fetches.
 
 0.12.5
 ------
diff --git a/docs/ORM_Perf.png b/docs/ORM_Perf.png
index 85fc48f6a4c1601484b5528070b7eca07cf9cb3e..0b13cce1410ca926c5aa1c12386a7539833993a0 100644
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diff --git a/tortoise/__init__.py b/tortoise/__init__.py
index 5b05c2865..80370f33b 100644
--- a/tortoise/__init__.py
+++ b/tortoise/__init__.py
@@ -210,6 +210,7 @@ def _discover_models(cls, models_path: str, app_label: str) -> List[Type[Model]]
                 if attr._meta.app and attr._meta.app != app_label:
                     continue
                 attr._meta.app = app_label
+                attr._meta.finalise_pk()
                 discovered_models.append(attr)
         return discovered_models
 
@@ -275,7 +276,7 @@ def _get_config_from_config_file(cls, config_file: str) -> dict:
     def _build_initial_querysets(cls) -> None:
         for app in cls.apps.values():
             for model in app.values():
-                model._meta.generate_filters()
+                model._meta.finalise_model()
                 model._meta.basequery = model._meta.db.query_class.from_(model._meta.table)
                 model._meta.basequery_all_fields = model._meta.basequery.select(
                     *model._meta.db_fields
@@ -465,4 +466,4 @@ async def do_stuff():
         loop.run_until_complete(Tortoise.close_connections())
 
 
-__version__ = "0.12.5"
+__version__ = "0.12.6"
diff --git a/tortoise/backends/base/executor.py b/tortoise/backends/base/executor.py
index 3ad772485..858961863 100644
--- a/tortoise/backends/base/executor.py
+++ b/tortoise/backends/base/executor.py
@@ -1,3 +1,4 @@
+from copy import copy
 from functools import partial
 from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional, Set, Tuple, Type  # noqa
 
@@ -50,7 +51,7 @@ async def execute_select(self, query, custom_fields: Optional[list] = None) -> l
         raw_results = await self.db.execute_query(query.get_sql())
         instance_list = []
         for row in raw_results:
-            instance = self.model(_from_db=True, **row)
+            instance = self.model._init_from_db(**row)
             if custom_fields:
                 for field in custom_fields:
                     setattr(instance, field, row[field])
@@ -248,6 +249,7 @@ def _make_prefetch_queries(self) -> None:
                 related_model_field = self.model._meta.fields_map.get(field)
                 related_model = related_model_field.type
                 related_query = related_model.all().using_db(self.db)
+                related_query.query = copy(related_query.model._meta.basequery)
             if forwarded_prefetches:
                 related_query = related_query.prefetch_related(*forwarded_prefetches)
             self._prefetch_queries[field] = related_query
diff --git a/tortoise/models.py b/tortoise/models.py
index 6a1027f4b..ac9185cd3 100644
--- a/tortoise/models.py
+++ b/tortoise/models.py
@@ -36,15 +36,15 @@ class MetaInfo:
         "abstract",
         "table",
         "app",
-        "_fields",
-        "_db_fields",
+        "fields",
+        "db_fields",
         "m2m_fields",
         "fk_fields",
         "backward_fk_fields",
-        "_fetch_fields",
+        "fetch_fields",
         "fields_db_projection",
         "_inited",
-        "_fields_db_projection_reverse",
+        "fields_db_projection_reverse",
         "filters",
         "fields_map",
         "default_connection",
@@ -53,24 +53,26 @@ class MetaInfo:
         "_filters",
         "unique_together",
         "pk_attr",
-        "_generated_db_fields",
+        "generated_db_fields",
         "_model",
         "table_description",
+        "pk",
+        "db_pk_field",
     )
 
     def __init__(self, meta) -> None:
         self.abstract = getattr(meta, "abstract", False)  # type: bool
         self.table = getattr(meta, "table", "")  # type: str
         self.app = getattr(meta, "app", None)  # type: Optional[str]
-        self.unique_together = get_unique_together(meta)  # type: Optional[Union[Tuple, List]]
-        self._fields = None  # type: Optional[Set[str]]
-        self._db_fields = None  # type: Optional[Set[str]]
+        self.unique_together = get_unique_together(meta)  # type: Union[Tuple, List]
+        self.fields = set()  # type: Set[str]
+        self.db_fields = set()  # type: Set[str]
         self.m2m_fields = set()  # type: Set[str]
         self.fk_fields = set()  # type: Set[str]
         self.backward_fk_fields = set()  # type: Set[str]
-        self._fetch_fields = None  # type: Optional[Set[str]]
+        self.fetch_fields = set()  # type: Set[str]
         self.fields_db_projection = {}  # type: Dict[str,str]
-        self._fields_db_projection_reverse = None  # type: Optional[Dict[str,str]]
+        self.fields_db_projection_reverse = {}  # type: Dict[str,str]
         self._filters = {}  # type: Dict[str, Dict[str, dict]]
         self.filters = {}  # type: Dict[str, dict]
         self.fields_map = {}  # type: Dict[str, fields.Field]
@@ -79,9 +81,11 @@ def __init__(self, meta) -> None:
         self.basequery = Query()  # type: Query
         self.basequery_all_fields = Query()  # type: Query
         self.pk_attr = getattr(meta, "pk_attr", "")  # type: str
-        self._generated_db_fields = None  # type: Optional[Tuple[str]]
+        self.generated_db_fields = None  # type: Tuple[str]  # type: ignore
         self._model = None  # type: "Model"  # type: ignore
         self.table_description = getattr(meta, "table_description", "")  # type: str
+        self.pk = None  # type: fields.Field  # type: ignore
+        self.db_pk_field = ""  # type: str
 
     def add_field(self, name: str, value: Field):
         if name in self.fields_map:
@@ -89,76 +93,20 @@ def add_field(self, name: str, value: Field):
         setattr(self._model, name, value)
         value.model = self._model
         self.fields_map[name] = value
-        self._fields = None
 
         if value.has_db_field:
             self.fields_db_projection[name] = value.source_field or name
-            self._fields_db_projection_reverse = None
 
         if isinstance(value, fields.ManyToManyField):
             self.m2m_fields.add(name)
-            self._fetch_fields = None
         elif isinstance(value, fields.BackwardFKRelation):
             self.backward_fk_fields.add(name)
-            self._fetch_fields = None
 
         field_filters = get_filters_for_field(
             field_name=name, field=value, source_field=value.source_field or name
         )
         self._filters.update(field_filters)
-        self.generate_filters()
-
-    @property
-    def fields_db_projection_reverse(self) -> Dict[str, str]:
-        if self._fields_db_projection_reverse is None:
-            self._fields_db_projection_reverse = {
-                value: key for key, value in self.fields_db_projection.items()
-            }
-        return self._fields_db_projection_reverse
-
-    @property
-    def fields(self) -> Set[str]:
-        if self._fields is None:
-            self._fields = set(self.fields_map.keys())
-        return self._fields
-
-    @property
-    def db_fields(self) -> Set[str]:
-        if self._db_fields is None:
-            self._db_fields = set(self.fields_db_projection.values())
-        return self._db_fields
-
-    @property
-    def fetch_fields(self):
-        if self._fetch_fields is None:
-            self._fetch_fields = self.m2m_fields | self.backward_fk_fields | self.fk_fields
-        return self._fetch_fields
-
-    @property
-    def pk(self):
-        return self.fields_map[self.pk_attr]
-
-    @property
-    def db_pk_field(self) -> str:
-        field_object = self.fields_map[self.pk_attr]
-        return field_object.source_field or self.pk_attr
-
-    @property
-    def is_pk_generated(self) -> bool:
-        field_object = self.fields_map[self.pk_attr]
-        return field_object.generated
-
-    @property
-    def generated_db_fields(self) -> Tuple[str]:
-        """Return list of names of db fields that are generated on db side"""
-        if self._generated_db_fields is None:
-            generated_fields = []
-            for field in self.fields_map.values():
-                if not field.generated:
-                    continue
-                generated_fields.append(field.source_field or field.model_field_name)
-            self._generated_db_fields = tuple(generated_fields)  # type: ignore
-        return self._generated_db_fields  # type: ignore
+        self.finalise_fields()
 
     @property
     def db(self) -> BaseDBAsyncClient:
@@ -170,7 +118,33 @@ def db(self) -> BaseDBAsyncClient:
     def get_filter(self, key: str) -> dict:
         return self.filters[key]
 
-    def generate_filters(self) -> None:
+    def finalise_pk(self) -> None:
+        self.pk = self.fields_map[self.pk_attr]
+        self.db_pk_field = self.pk.source_field or self.pk_attr
+
+    def finalise_model(self) -> None:
+        """
+        Finalise the model after it had been fully loaded.
+        """
+        self.finalise_fields()
+        self._generate_filters()
+
+    def finalise_fields(self) -> None:
+        self.db_fields = set(self.fields_db_projection.values())
+        self.fields = set(self.fields_map.keys())
+        self.fields_db_projection_reverse = {
+            value: key for key, value in self.fields_db_projection.items()
+        }
+        self.fetch_fields = self.m2m_fields | self.backward_fk_fields | self.fk_fields
+
+        generated_fields = []
+        for field in self.fields_map.values():
+            if not field.generated:
+                continue
+            generated_fields.append(field.source_field or field.model_field_name)
+        self.generated_db_fields = tuple(generated_fields)  # type: ignore
+
+    def _generate_filters(self) -> None:
         get_overridden_filter_func = self.db.executor_class.get_overridden_filter_func
         for key, filter_info in self._filters.items():
             overridden_operator = get_overridden_filter_func(  # type: ignore
@@ -301,6 +275,7 @@ def __search_for_field_attributes(base, attrs: dict):
             field.model = new_class
 
         meta._model = new_class
+        meta.finalise_fields()
         return new_class
 
 
@@ -311,8 +286,42 @@ class Model(metaclass=ModelMeta):
     def __init__(self, *args, _from_db: bool = False, **kwargs) -> None:
         # self._meta is a very common attribute lookup, lets cache it.
         meta = self._meta
-        self._saved_in_db = _from_db or (meta.pk_attr in kwargs and meta.is_pk_generated)
+        self._saved_in_db = _from_db or (meta.pk_attr in kwargs and meta.pk.generated)
+        self._init_lazy_fkm2m()
+
+        # Assign values and do type conversions
+        passed_fields = {*kwargs.keys()}
+        passed_fields.update(meta.fetch_fields)
+        passed_fields |= self._set_field_values(kwargs)
 
+        # Assign defaults for missing fields
+        for key in meta.fields.difference(passed_fields):
+            field_object = meta.fields_map[key]
+            if callable(field_object.default):
+                setattr(self, key, field_object.default())
+            else:
+                setattr(self, key, field_object.default)
+
+    @classmethod
+    def _init_from_db(cls, **kwargs) -> MODEL_TYPE:
+        self = cls.__new__(cls)
+        self._saved_in_db = True
+        self._init_lazy_fkm2m()
+
+        meta = self._meta
+
+        for key, value in kwargs.items():
+            if key in meta.fields:
+                field_object = meta.fields_map[key]
+                setattr(self, key, field_object.to_python_value(value))
+            elif key in meta.db_fields:
+                field_object = meta.fields_map[meta.fields_db_projection_reverse[key]]
+                setattr(self, key, field_object.to_python_value(value))
+
+        return self
+
+    def _init_lazy_fkm2m(self) -> None:
+        meta = self._meta
         # Create lazy fk/m2m objects
         for key in meta.backward_fk_fields:
             field_object = meta.fields_map[key]
@@ -332,19 +341,6 @@ def __init__(self, *args, _from_db: bool = False, **kwargs) -> None:
                 ManyToManyRelationManager(field_object.type, self, field_object),  # type: ignore
             )
 
-        # Assign values and do type conversions
-        passed_fields = set(kwargs.keys())
-        passed_fields.update(meta.fetch_fields)
-        passed_fields |= self._set_field_values(kwargs)
-
-        # Assign defaults for missing fields
-        for key in meta.fields.difference(passed_fields):
-            field_object = meta.fields_map[key]
-            if callable(field_object.default):
-                setattr(self, key, field_object.default())
-            else:
-                setattr(self, key, field_object.default)
-
     def _set_field_values(self, values_map: Dict[str, Any]) -> Set[str]:
         """
         Sets values for fields honoring type transformations and
diff --git a/tortoise/query_utils.py b/tortoise/query_utils.py
index c17b8d917..ab8792f1b 100644
--- a/tortoise/query_utils.py
+++ b/tortoise/query_utils.py
@@ -1,3 +1,4 @@
+from copy import copy
 from typing import Any, List, Mapping, Optional, Tuple  # noqa
 
 from pypika import Table
@@ -309,6 +310,7 @@ class Prefetch:
     def __init__(self, relation, queryset) -> None:
         self.relation = relation
         self.queryset = queryset
+        self.queryset.query = copy(self.queryset.model._meta.basequery)
 
     def resolve_for_queryset(self, queryset) -> None:
         relation_split = self.relation.split("__")
diff --git a/tortoise/queryset.py b/tortoise/queryset.py
index 8e5749dc4..70d92c947 100644
--- a/tortoise/queryset.py
+++ b/tortoise/queryset.py
@@ -11,6 +11,9 @@
 from tortoise.query_utils import Prefetch, Q, QueryModifier, _get_joins_for_related_field
 from tortoise.utils import QueryAsyncIterator
 
+# Empty placeholder - Should never be edited.
+QUERY = Query()
+
 
 class AwaitableQuery:
     __slots__ = ("_joined_tables", "query", "model", "_db", "capabilities")
@@ -18,7 +21,7 @@ class AwaitableQuery:
     def __init__(self, model) -> None:
         self._joined_tables = []  # type: List[Table]
         self.model = model
-        self.query = model._meta.basequery  # type: Query
+        self.query = QUERY  # type: Query
         self._db = None  # type: Optional[BaseDBAsyncClient]
         self.capabilities = model._meta.db.capabilities
 
@@ -33,11 +36,8 @@ def resolve_filters(self, model, q_objects, annotations, custom_filters) -> None
                 self.query = self.query.join(join[0], how=JoinType.left_outer).on(join[1])
                 self._joined_tables.append(join[0])
 
-        if where_criterion:
-            self.query = self.query.where(where_criterion)
-
-        if having_criterion:
-            self.query = self.query.having(having_criterion)
+        self.query._wheres = where_criterion
+        self.query._havings = having_criterion
 
     def _join_table_by_field(self, table, related_field_name, related_field) -> None:
         joins = _get_joins_for_related_field(table, related_field, related_field_name)
@@ -81,6 +81,9 @@ def __await__(self):
         self._make_query()
         return self._execute().__await__()
 
+    def __aiter__(self) -> QueryAsyncIterator:
+        return QueryAsyncIterator(self)
+
     async def _execute(self):
         raise NotImplementedError()  # pragma: nocoverage
 
@@ -433,10 +436,10 @@ def _resolve_annotate(self) -> None:
             aggregation_info = aggregate.resolve(self.model)
             for join in aggregation_info["joins"]:
                 self._join_table_by_field(*join)
-            self.query = self.query.select(aggregation_info["field"].as_(key))
+            self.query._select_other(aggregation_info["field"].as_(key))
 
     def _make_query(self) -> Query:
-        self.query = self.model._meta.basequery_all_fields
+        self.query = copy(self.model._meta.basequery_all_fields)
         self._resolve_annotate()
         self.resolve_filters(
             model=self.model,
@@ -445,11 +448,11 @@ def _make_query(self) -> Query:
             custom_filters=self._custom_filters,
         )
         if self._limit:
-            self.query = self.query.limit(self._limit)
+            self.query._limit = self._limit
         if self._offset:
-            self.query = self.query.offset(self._offset)
+            self.query._offset = self._offset
         if self._distinct:
-            self.query = self.query.distinct()
+            self.query._distinct = True
         self.resolve_ordering(self.model, self._orderings, self._annotations)
         return self.query
 
@@ -460,30 +463,18 @@ async def _execute(self):
             prefetch_map=self._prefetch_map,
             prefetch_queries=self._prefetch_queries,
         ).execute_select(self.query, custom_fields=list(self._annotations.keys()))
-        if not instance_list:
-            if self._get:
+        if self._get:
+            if len(instance_list) == 1:
+                return instance_list[0]
+            if not instance_list:
                 raise DoesNotExist("Object does not exist")
-            if self._single:
+            raise MultipleObjectsReturned("Multiple objects returned, expected exactly one")
+        if self._single:
+            if not instance_list:
                 return None
-            return []
-        elif self._get:
-            if len(instance_list) > 1:
-                raise MultipleObjectsReturned("Multiple objects returned, expected exactly one")
-            return instance_list[0]
-        elif self._single:
             return instance_list[0]
         return instance_list
 
-    def __await__(self):
-        clone = self._clone()
-        if clone._db is None:
-            clone._db = self.model._meta.db
-        clone._make_query()
-        return clone._execute().__await__()
-
-    def __aiter__(self) -> QueryAsyncIterator:
-        return QueryAsyncIterator(self)
-
 
 class UpdateQuery(AwaitableQuery):
     __slots__ = ("update_kwargs", "q_objects", "annotations", "custom_filters")
@@ -534,14 +525,14 @@ def __init__(self, model, db, q_objects, annotations, custom_filters) -> None:
         self._db = db
 
     def _make_query(self):
-        self.query = self.model._meta.basequery
+        self.query = copy(self.model._meta.basequery)
         self.resolve_filters(
             model=self.model,
             q_objects=self.q_objects,
             annotations=self.annotations,
             custom_filters=self.custom_filters,
         )
-        self.query = self.query.delete()
+        self.query._delete_from = True
 
     async def _execute(self):
         await self._db.execute_query(str(self.query))
@@ -558,14 +549,14 @@ def __init__(self, model, db, q_objects, annotations, custom_filters) -> None:
         self._db = db
 
     def _make_query(self):
-        self.query = self.model._meta.basequery
+        self.query = copy(self.model._meta.basequery)
         self.resolve_filters(
             model=self.model,
             q_objects=self.q_objects,
             annotations=self.annotations,
             custom_filters=self.custom_filters,
         )
-        self.query = self.query.select(Count("*"))
+        self.query._select_other(Count("*"))
 
     async def _execute(self):
         result = await self._db.execute_query(str(self.query))
@@ -610,7 +601,7 @@ def add_field_to_select_query(self, field, return_as) -> None:
         table = Table(self.model._meta.table)
         if field in self.model._meta.fields_db_projection:
             db_field = self.model._meta.fields_db_projection[field]
-            self.query = self.query.select(getattr(table, db_field).as_(return_as))
+            self.query._select_field(getattr(table, db_field).as_(return_as))
             return
 
         if field in self.model._meta.fetch_fields:
@@ -624,7 +615,7 @@ def add_field_to_select_query(self, field, return_as) -> None:
             related_table, related_db_field = self._join_table_with_forwarded_fields(
                 model=self.model, field=field_split[0], forwarded_fields="__".join(field_split[1:])
             )
-            self.query = self.query.select(getattr(related_table, related_db_field).as_(return_as))
+            self.query._select_field(getattr(related_table, related_db_field).as_(return_as))
             return
 
         raise FieldError('Unknown field "{}" for model "{}"'.format(field, self.model.__name__))
@@ -691,8 +682,7 @@ def __init__(
         self._db = db
 
     def _make_query(self):
-        self.query = self.model._meta.basequery
-
+        self.query = copy(self.model._meta.basequery)
         for positional_number, field in self.fields.items():
             self.add_field_to_select_query(field, positional_number)
 
@@ -703,11 +693,11 @@ def _make_query(self):
             custom_filters=self.custom_filters,
         )
         if self.limit:
-            self.query = self.query.limit(self.limit)
+            self.query._limit = self.limit
         if self.offset:
-            self.query = self.query.offset(self.offset)
+            self.query._offset = self.offset
         if self.distinct:
-            self.query = self.query.distinct()
+            self.query._distinct = True
         self.resolve_ordering(self.model, self.orderings, self.annotations)
 
     async def _execute(self):
@@ -759,7 +749,7 @@ def __init__(
         self._db = db
 
     def _make_query(self):
-        self.query = self.model._meta.basequery
+        self.query = copy(self.model._meta.basequery)
         for return_as, field in self.fields_for_select.items():
             self.add_field_to_select_query(field, return_as)
 
@@ -770,11 +760,11 @@ def _make_query(self):
             custom_filters=self.custom_filters,
         )
         if self.limit:
-            self.query = self.query.limit(self.limit)
+            self.query._limit = self.limit
         if self.offset:
-            self.query = self.query.offset(self.offset)
+            self.query._offset = self.offset
         if self.distinct:
-            self.query = self.query.distinct()
+            self.query._distinct = True
         self.resolve_ordering(self.model, self.orderings, self.annotations)
 
     async def _execute(self):