Type annotations: _imaging.pyi: Significantly improve stubs.

PIL/_imaging.pyi

@@ -2,7 +2,7 @@ if False:
     from PIL.aliases import *
 
     from typing import Any  # temporarily, hopefully ;)
-    from typing import Optional, List
+    from typing import Optional, List, Text
 
 PILLOW_VERSION = ...
 DEFAULT_STRATEGY = ...
@@ -18,15 +18,20 @@ def blend(core1: ImagingCore, core2: ImagingCore, alpha: float) -> ImagingCore:
 def fill(mode: Mode, size: Size, color: Any) -> Any: ...
 def new(mode: Mode, size: Size) -> ImagingCore: ...
 
-def map_buffer(data, size, decoder_name, isNone, isint, args): ...
+def map_buffer(target_data: Any, size: Size, decoder_name: Text,
+               bbox: Optional[Any], offset: int, args: Tuple[Mode, int, int]
+	      ) -> ImagingCore: ...  ### what are data & bbox?
 
-def crc32(): ... ###
+def crc32(buffer: Any, hilo: Tuple[int, int]=(0,0)) -> Tuple[int, int]: ...
+### buffer is bytesarray? Should Tuple[int, int] be another named type?
 
-def effect_mandelbrot(size, extent, quality): ...
+def effect_mandelbrot(size: Size=(512,512),
-def effect_noise(size, sigma): ...
+                      extent: Tuple[float, float, float, float]=(-3,-2.5,2,2.5),
-def linear_gradient(mode): ...
+		      quality: int=100) -> ImagingCore: ...
-def radial_gradient(mode): ...
+def effect_noise(size: Size, sigma: float=128) -> ImagingCore: ...
-def wedge(something): ...
+def linear_gradient(mode: Mode) -> ImagingCore: ...
+def radial_gradient(mode: Mode) -> ImagingCore: ...
+def wedge(mode: Mode) -> ImagingCore: ...
 
 class ImagingCore:
     mode = ...  # type: str
@@ -39,53 +44,52 @@ class ImagingCore:
     def putpixel(self, xy: XY, value: Any) -> None: ...
     def pixel_access(self, readonly: int) -> Any: ...
 
-    def convert(self, mode, dither, paletteimage): ...
+    def convert(self, mode: Mode, dither: int=..., paletteimage: Any=...) -> ImagingCore: ...  ### what is paletteimage?
-    def convert2(self): ... ###
+    def convert2(self, im1: ImagingCore, im2: ImagingCore) -> None: ...
-    def convert_matrix(self, a): ...
+    def convert_matrix(self, mode: Mode, matrix: Union[Matrix4, Matrix12]) -> ImagingCore: ...
-    def convert_transparent(self, a, b): ...
+    def convert_transparent(self, mode: Mode, t: Union[Tuple[int, int, int], int]) -> ImagingCore: ...  ### Name t better?
     def copy(self) -> ImagingCore: ...
     def crop(self, bbox: LURD) -> ImagingCore: ...
-    def expand(self, xmargin: int, ymargin: int, mode: Mode) -> Any: ...
+    def expand(self, xmargin: int, ymargin: int, mode_index: int=0) -> Any: ...  ### Include default?
-    def filter(self, xy, divisor, offset, kernel): ...
+    def filter(self, size: Size, divisor: float, offset: float, kernel: Any) -> ImagingCore: ...  ### what is kernel?
-    def histogram(self, tuple2: Optional[Any], coremask: Optional[Any]) -> List[int]: ...
+    def histogram(self, tuple2: Tuple[float, float]=..., mask: ImagingCore=...) -> List[int]: ...  ### Do these have default values? Do they take None? What is tuple2?
 
     def modefilter(self, i: int) -> Any: ...
 
 #    def offset(self): ... ### Function removed?
 
     def paste(self, core: ImagingCore, box: LURD, coremask: ImagingCore) -> None: ...
-    def point(self, lut, mode): ...
+    def point(self, lut: Any, mode: Optional[Mode]) -> ImagingCore: ...  ### Clarify Any
-    def point_transform(self, scale, offset): ...
+    def point_transform(self, scale: float=1.0, offset: float=0.0) -> ImagingCore: ...  ### Include defaults or not?
-    def putdata(self, data, scale, offset): ...
+    def putdata(self, data: Any, scale: float=1.0, offset: float=0.0) -> None: ...  ### Include defaults or not?
 
-    def quantize(self, colors, method, kmeans): ...
+    def quantize(self, colors: int=..., method: int=..., kmeans: int=...) -> ImagingCore: ...
 
-    def rankfilter(self): ... ###
+    def rankfilter(self, size: int, rank: int) -> ImagingCore: ...
 
-    def resize(self, size, resample): ...
+    def resize(self, size: Size, resample: int=...) -> ImagingCore: ...
-    def transpose(self, method): ...
+    def transpose(self, method: int) -> ImagingCore: ...
-    def transform2(self, box, core, method, data, resample, fill): ...
+    def transform2(self, box: LURD, core: ImagingCore, method: int, data: Any, resample: int=..., fill: int=...) -> None: ...  ### What is data?
 
-    def isblock(self): ... ###
+    def isblock(self) -> int: ...
 
     def getbbox(self) -> Optional[LURD]: ...
-    def getcolors(self, maxcolors): ...
+    def getcolors(self, maxcolors: int) -> List[Tuple[int, Any]]: ...  ### Any is a 'Color'?
-    def getextrema(self): ... ###
+    def getextrema(self) -> Tuple[float, float]: ...
-    def getprojection(self): ... # returns tuple x, y
+    def getprojection(self) -> Tuple[Any, Any]: ...  ### Need types
 
-    def getband(self, band): ...
+    def getband(self, band: int) -> ImagingCore: ...
-    # each band has: getextrema() which may return a 2tuple?
+    def putband(self, image: ImagingCore, band_index: int) -> None: ...
-    def putband(self, alphacore, band): ...
+    def split(self) -> List[ImagingCore]: ...
-    def split(self): ...
+    def fillband(self, band: int, color: int) -> None: ...
-    def fillband(self, band, alpha): ...
 
-    def setmode(self, mode): ...
+    def setmode(self, mode: Mode) -> None: ...
 
-    def getpalette(self, mode): ...
+    def getpalette(self, mode: Mode="RGB", rawmode: Mode="RGB") -> Any: ... ### returns bytearray?
-    def getpalettemode(self): ... ###
+    def getpalettemode(self) -> Mode: ...
-    def putpalette(self, a): ...
+    def putpalette(self, rawmode: Mode, palettes) -> None: ...  ### palettes is a bytesarray?
-    def putpalettealpha(self, a, b): ...
+    def putpalettealpha(self, index: int, alpha: int=...) -> None: ...
-    def putpalettealphas(self, a): ...
+    def putpalettealphas(self, alphas) -> None: ...  ### alphas is a bytesarray?
 
 ### chop_* here
 
@@ -93,8 +97,8 @@ class ImagingCore:
 
 ### box_blur here
 
-    def effect_spread(self, distance): ...
+    def effect_spread(self, distance: int) -> ImagingCore: ...
 
-    def new_block(self): ... ###
+    def new_block(self, mode: Mode, size: Size) -> ImagingCore: ...
 
-    def save_ppm(self, file): ... ###
+    def save_ppm(self, file: Text) -> None: ...