def image_from_array(ctx, ary, num_channels=None, mode="r", norm_int=False):
if not ary.flags.c_contiguous:
raise ValueError("array must be C-contiguous")
dtype = ary.dtype
if num_channels is None:
from pyopencl.array import vec
try:
dtype, num_channels = vec.type_to_scalar_and_count[dtype]
except KeyError:
# It must be a scalar type then.
num_channels = 1
shape = ary.shape
strides = ary.strides
elif num_channels == 1:
shape = ary.shape
strides = ary.strides
else:
if ary.shape[-1] != num_channels:
raise RuntimeError(
"last dimension must be equal to number of channels")
shape = ary.shape[:-1]
strides = ary.strides[:-1]
if mode == "r":
mode_flags = mem_flags.READ_ONLY
elif mode == "w":
mode_flags = mem_flags.WRITE_ONLY
else:
raise ValueError("invalid value '%s' for 'mode'" % mode)
img_format = {
1: channel_order.R,
2: channel_order.RG,
3: channel_order.RGB,
4: channel_order.RGBA,
}[num_channels]
assert ary.strides[-1] == ary.dtype.itemsize
if norm_int:
channel_type = DTYPE_TO_CHANNEL_TYPE_NORM[dtype]
else:
channel_type = DTYPE_TO_CHANNEL_TYPE[dtype]
return Image(ctx,
mode_flags | mem_flags.COPY_HOST_PTR,
ImageFormat(img_format, channel_type),
shape=shape[::-1],
pitches=strides[::-1][1:],
hostbuf=ary)
def parse_device(choice):
try:
int_choice = int(choice)
except ValueError:
pass
else:
if 0 <= int_choice < len(devices):
return devices[int_choice]
choice = choice.lower()
for i, dev in enumerate(devices):
if choice in dev.name.lower():
return dev
raise RuntimeError("input did not match any device")
def create_some_context(interactive=None, answers=None, cache_dir=None):
import os
if answers is None:
if "PYOPENCL_CTX" in os.environ:
ctx_spec = os.environ["PYOPENCL_CTX"]
answers = ctx_spec.split(":")
if "PYOPENCL_TEST" in os.environ:
from pyopencl.tools import get_test_platforms_and_devices
for plat, devs in get_test_platforms_and_devices():
for dev in devs:
return Context([dev], cache_dir=cache_dir)
if answers is not None:
pre_provided_answers = answers
answers = answers[:]
else:
pre_provided_answers = None
user_inputs = []
if interactive is None:
interactive = True
try:
import sys
if not sys.stdin.isatty():
interactive = False
except:
interactive = False
def cc_print(s):
if interactive:
print(s)
def get_input(prompt):
if answers:
return str(answers.pop(0))
elif not interactive:
return ''
else:
user_input = input(prompt)
user_inputs.append(user_input)
return user_input
# {{{ pick a platform
platforms = get_platforms()
if not platforms:
raise Error("no platforms found")
else:
if not answers:
cc_print("Choose platform:")
for i, pf in enumerate(platforms):
cc_print("[%d] %s" % (i, pf))
answer = get_input("Choice [0]:")
if not answer:
platform = platforms[0]
else:
platform = None
try:
int_choice = int(answer)
except ValueError:
pass
else:
if 0 <= int_choice < len(platforms):
platform = platforms[int_choice]
if platform is None:
answer = answer.lower()
for i, pf in enumerate(platforms):
if answer in pf.name.lower():
platform = pf
if platform is None:
raise RuntimeError("input did not match any platform")
# }}}
# {{{ pick a device
devices = platform.get_devices()
def parse_device(choice):
try:
int_choice = int(choice)
except ValueError:
pass
else:
if 0 <= int_choice < len(devices):
return devices[int_choice]
choice = choice.lower()
for i, dev in enumerate(devices):
if choice in dev.name.lower():
return dev
raise RuntimeError("input did not match any device")
if not devices:
raise Error("no devices found")
elif len(devices) == 1:
pass
else:
if not answers:
cc_print("Choose device(s):")
for i, dev in enumerate(devices):
cc_print("[%d] %s" % (i, dev))
answer = get_input("Choice, comma-separated [0]:")
if not answer:
devices = [devices[0]]
else:
devices = [parse_device(i) for i in answer.split(",")]
# }}}
if user_inputs:
if pre_provided_answers is not None:
user_inputs = pre_provided_answers + user_inputs
cc_print("Set the environment variable PYOPENCL_CTX='%s' to "
"avoid being asked again." % ":".join(user_inputs))
if answers:
raise RuntimeError("not all provided choices were used by "
"create_some_context. (left over: '%s')" % ":".join(answers))
return Context(devices, cache_dir=cache_dir)