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[Python] Enhance object API __init__ with typed keyword arguments (google#8615)
This commit significantly improves the developer experience for the Python Object-Based API by overhauling the generated `__init__` method for `T`-suffixed classes. Previously, `T` objects had to be instantiated with an empty constructor, and their fields had to be populated manually one by one. This was verbose and not idiomatic Python. This change modifies the Python code generator (`GenInitialize`) to produce `__init__` methods that are: 1. **Keyword-Argument-Friendly**: The constructor now accepts all table/struct fields as keyword arguments, allowing for concise, single-line object creation. 2. **Fully Typed**: The signature of the `__init__` method is now annotated with Python type hints. This provides immediate benefits for static analysis tools (like Mypy) and IDEs, enabling better autocompletion and type checking. 3. **Correctly Optional**: The generator now correctly wraps types in `Optional[...]` if their default value is `None`. This applies to strings, vectors, and other nullable fields, ensuring strict type safety. The new approach remains **fully backward-compatible**, as all arguments have default values. Existing code that uses the empty constructor will continue to work without modification. #### Example of a Generated `__init__` **Before:** ```python class KeyValueT(object): def __init__(self): self.key = None # type: str self.value = None # type: str ``` **After:** ```python class KeyValueT(object): def __init__(self, key: Optional[str] = None, value: Optional[str] = None): self.key = key self.value = value ``` #### Example of User Code **Before:** ```python # Old, verbose way kv = KeyValueT() kv.key = "instrument" kv.value = "EUR/USD" ``` **After:** ```python # New, Pythonic way kv = KeyValueT(key="instrument", value="EUR/USD") ```
1 parent ca73ff3 commit c526cb6

31 files changed

+745
-293
lines changed

src/idl_gen_python.cpp

Lines changed: 76 additions & 6 deletions
Original file line numberDiff line numberDiff line change
@@ -287,6 +287,63 @@ class PythonStubGenerator {
287287
}
288288
}
289289

290+
void GenerateObjectInitializerStub(std::stringstream &stub,
291+
const StructDef *struct_def,
292+
Imports *imports) const {
293+
stub << " def __init__(\n";
294+
stub << " self,\n";
295+
296+
for (const FieldDef *field : struct_def->fields.vec) {
297+
if (field->deprecated) continue;
298+
299+
std::string field_name = namer_.Field(*field);
300+
std::string field_type;
301+
const Type &type = field->value.type;
302+
303+
if (IsScalar(type.base_type)) {
304+
field_type = TypeOf(type, imports);
305+
if (field->IsOptional()) { field_type += " | None"; }
306+
} else {
307+
switch (type.base_type) {
308+
case BASE_TYPE_STRUCT: {
309+
Import import_ =
310+
imports->Import(ModuleFor(type.struct_def),
311+
namer_.ObjectType(*type.struct_def));
312+
field_type = "'" + import_.name + "' | None";
313+
break;
314+
}
315+
case BASE_TYPE_STRING:
316+
field_type = "str | None";
317+
break;
318+
case BASE_TYPE_ARRAY:
319+
case BASE_TYPE_VECTOR: {
320+
imports->Import("typing");
321+
if (type.element == BASE_TYPE_STRUCT) {
322+
Import import_ =
323+
imports->Import(ModuleFor(type.struct_def),
324+
namer_.ObjectType(*type.struct_def));
325+
field_type = "typing.List['" + import_.name + "'] | None";
326+
} else if (type.element == BASE_TYPE_STRING) {
327+
field_type = "typing.List[str] | None";
328+
} else {
329+
field_type = "typing.List[" + TypeOf(type.VectorType(), imports) +
330+
"] | None";
331+
}
332+
break;
333+
}
334+
case BASE_TYPE_UNION:
335+
field_type = UnionObjectType(*type.enum_def, imports);
336+
break;
337+
default:
338+
field_type = "typing.Any";
339+
break;
340+
}
341+
}
342+
stub << " " << field_name << ": " << field_type << " = ...,\n";
343+
}
344+
stub << " ) -> None: ...\n";
345+
}
346+
290347
void GenerateObjectStub(std::stringstream &stub, const StructDef *struct_def,
291348
Imports *imports) const {
292349
std::string name = namer_.ObjectType(*struct_def);
@@ -300,6 +357,8 @@ class PythonStubGenerator {
300357
stub << " " << GenerateObjectFieldStub(field, imports) << "\n";
301358
}
302359

360+
GenerateObjectInitializerStub(stub, struct_def, imports);
361+
303362
stub << " @classmethod\n";
304363
stub << " def InitFromBuf(cls, buf: bytes, pos: int) -> " << name
305364
<< ": ...\n";
@@ -1694,6 +1753,7 @@ class PythonGenerator : public BaseGenerator {
16941753
field_type = package_reference + "." + field_type;
16951754
import_list->insert("import " + package_reference);
16961755
}
1756+
field_type = "'" + field_type + "'";
16971757
break;
16981758
case BASE_TYPE_STRING: field_type += "str"; break;
16991759
case BASE_TYPE_NONE: field_type += "None"; break;
@@ -1755,8 +1815,12 @@ class PythonGenerator : public BaseGenerator {
17551815

17561816
void GenInitialize(const StructDef &struct_def, std::string *code_ptr,
17571817
std::set<std::string> *import_list) const {
1758-
std::string code;
1818+
std::string signature_params;
1819+
std::string init_body;
17591820
std::set<std::string> import_typing_list;
1821+
1822+
signature_params += GenIndents(2) + "self,";
1823+
17601824
for (auto it = struct_def.fields.vec.begin();
17611825
it != struct_def.fields.vec.end(); ++it) {
17621826
auto &field = **it;
@@ -1783,6 +1847,7 @@ class PythonGenerator : public BaseGenerator {
17831847
// Scalar or sting fields.
17841848
field_type = GetBasePythonTypeForScalarAndString(base_type);
17851849
if (field.IsScalarOptional()) {
1850+
import_typing_list.insert("Optional");
17861851
field_type = "Optional[" + field_type + "]";
17871852
}
17881853
break;
@@ -1791,18 +1856,23 @@ class PythonGenerator : public BaseGenerator {
17911856
const auto default_value = GetDefaultValue(field);
17921857
// Writes the init statement.
17931858
const auto field_field = namer_.Field(field);
1794-
code += GenIndents(2) + "self." + field_field + " = " + default_value +
1795-
" # type: " + field_type;
1859+
1860+
// Build signature with keyword arguments, type hints, and default values.
1861+
signature_params += GenIndents(2) + field_field + " = " + default_value + ",";
1862+
1863+
// Build the body of the __init__ method.
1864+
init_body += GenIndents(2) + "self." + field_field + " = " + field_field +
1865+
" # type: " + field_type;
17961866
}
17971867

17981868
// Writes __init__ method.
17991869
auto &code_base = *code_ptr;
18001870
GenReceiverForObjectAPI(struct_def, code_ptr);
1801-
code_base += "__init__(self):";
1802-
if (code.empty()) {
1871+
code_base += "__init__(" + signature_params + GenIndents(1) + "):";
1872+
if (init_body.empty()) {
18031873
code_base += GenIndents(2) + "pass";
18041874
} else {
1805-
code_base += code;
1875+
code_base += init_body;
18061876
}
18071877
code_base += "\n";
18081878

tests/MyGame/Example/Ability.py

Lines changed: 7 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -32,9 +32,13 @@ def CreateAbility(builder, id, distance):
3232
class AbilityT(object):
3333

3434
# AbilityT
35-
def __init__(self):
36-
self.id = 0 # type: int
37-
self.distance = 0 # type: int
35+
def __init__(
36+
self,
37+
id = 0,
38+
distance = 0,
39+
):
40+
self.id = id # type: int
41+
self.distance = distance # type: int
3842

3943
@classmethod
4044
def InitFromBuf(cls, buf, pos):

tests/MyGame/Example/ArrayStruct.py

Lines changed: 15 additions & 7 deletions
Original file line numberDiff line numberDiff line change
@@ -114,13 +114,21 @@ def CreateArrayStruct(builder, a, b, c, d_a, d_b, d_c, d_d, e, f):
114114
class ArrayStructT(object):
115115

116116
# ArrayStructT
117-
def __init__(self):
118-
self.a = 0.0 # type: float
119-
self.b = None # type: Optional[List[int]]
120-
self.c = 0 # type: int
121-
self.d = None # type: Optional[List[MyGame.Example.NestedStruct.NestedStructT]]
122-
self.e = 0 # type: int
123-
self.f = None # type: Optional[List[int]]
117+
def __init__(
118+
self,
119+
a = 0.0,
120+
b = None,
121+
c = 0,
122+
d = None,
123+
e = 0,
124+
f = None,
125+
):
126+
self.a = a # type: float
127+
self.b = b # type: Optional[List[int]]
128+
self.c = c # type: int
129+
self.d = d # type: Optional[List[MyGame.Example.NestedStruct.NestedStructT]]
130+
self.e = e # type: int
131+
self.f = f # type: Optional[List[int]]
124132

125133
@classmethod
126134
def InitFromBuf(cls, buf, pos):

tests/MyGame/Example/ArrayStruct.pyi

Lines changed: 9 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -35,6 +35,15 @@ class ArrayStructT(object):
3535
d: typing.List[NestedStructT]
3636
e: int
3737
f: typing.List[int]
38+
def __init__(
39+
self,
40+
a: float = ...,
41+
b: typing.List[int] | None = ...,
42+
c: int = ...,
43+
d: typing.List['NestedStructT'] | None = ...,
44+
e: int = ...,
45+
f: typing.List[int] | None = ...,
46+
) -> None: ...
3847
@classmethod
3948
def InitFromBuf(cls, buf: bytes, pos: int) -> ArrayStructT: ...
4049
@classmethod

tests/MyGame/Example/ArrayTable.py

Lines changed: 5 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -68,8 +68,11 @@ def End(builder: flatbuffers.Builder) -> int:
6868
class ArrayTableT(object):
6969

7070
# ArrayTableT
71-
def __init__(self):
72-
self.a = None # type: Optional[MyGame.Example.ArrayStruct.ArrayStructT]
71+
def __init__(
72+
self,
73+
a = None,
74+
):
75+
self.a = a # type: Optional[MyGame.Example.ArrayStruct.ArrayStructT]
7376

7477
@classmethod
7578
def InitFromBuf(cls, buf, pos):

tests/MyGame/Example/ArrayTable.pyi

Lines changed: 4 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -19,6 +19,10 @@ class ArrayTable(object):
1919
def A(self) -> ArrayStruct | None: ...
2020
class ArrayTableT(object):
2121
a: ArrayStructT | None
22+
def __init__(
23+
self,
24+
a: 'ArrayStructT' | None = ...,
25+
) -> None: ...
2226
@classmethod
2327
def InitFromBuf(cls, buf: bytes, pos: int) -> ArrayTableT: ...
2428
@classmethod

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