diff --git a/examples/workbook.ipynb b/examples/workbook.ipynb index 3cb6efe..41a8c3a 100644 --- a/examples/workbook.ipynb +++ b/examples/workbook.ipynb @@ -8,11 +8,11 @@ "outputs": [], "source": [ "from matplotlib import pyplot as plt\n", - "from numcodecs import Blosc, Delta\n", + "from numcodecs import Blosc\n", "import os\n", + "import imageio\n", "import numpy as np\n", - "from poisson_numcodecs import Poisson\n", - "from poisson_numcodecs import estimate\n", + "from poisson_numcodecs import codec, estimate, PoissonCodec\n", "import zarr" ] }, @@ -26,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 16, "id": "9bc83088", "metadata": {}, "outputs": [], @@ -36,7 +36,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 17, "id": "e352f315", "metadata": {}, "outputs": [], @@ -45,14 +45,12 @@ "# for photon-starved images with few cells use count_weight_gamma = 0.001\n", "# Otherwise, use the default\n", "\n", - "qs = estimate.compute_sensitivity(\n", - " data.transpose(1,2,0), # time must be in the third dimensions\n", - " count_weight_gamma=1) " + "qs = estimate.compute_sensitivity(data, count_weight_gamma=1.0)" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 18, "id": "e1b5e68d", "metadata": {}, "outputs": [ @@ -69,7 +67,7 @@ " 'zero_level': 86.30213578612849}" ] }, - "execution_count": 4, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -88,18 +86,20 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 19, "id": "50f3d031", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "
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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -108,18 +108,88 @@ "sensitivity = qs['sensitivity']\n", "zero_level = qs['zero_level']\n", "plt.scatter(intensity, qs['variance'], s=1)\n", - "plt.plot(intensity, (intensity - zero_level) * sensitivity, 'r')\n", + "plt.plot(intensity, (intensity - zero_level) * sensitivity, 'r', alpha=0.5)\n", "plt.grid(True)\n", "plt.xlabel('intensity')\n", "plt.ylabel('variance');" ] }, + { + "cell_type": "code", + "execution_count": 21, + "id": "91680fa0", + "metadata": {}, + "outputs": [], + "source": [ + "beta = 0.5\n", + "input_max = 0x7FFF \n", + "xx = (np.r_[:input_max + 1] - zero_level) / sensitivity # input expressed in photon rates\n", + "zero_slope = 1 / beta / np.sqrt(3/8) # slope for negative values\n" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "da262dbc", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, True])" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "19bca6ae", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "e324f531", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "73.9201639357969" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lookup_table.max()" + ] + }, { "cell_type": "markdown", "id": "5bac614e", "metadata": {}, "source": [ - "## Illustrate GIF compression\n", + "## Illustrate with GIF compression\n", "This does not use `zarr` and `numcodecs`" ] }, @@ -131,9 +201,8 @@ "outputs": [], "source": [ "# make compression lookup tables\n", - "zero = np.int16(np.round(qs['zero_level']))\n", - "LUT1 = estimate.make_anscombe_lookup(sensitivity, input_max=data.max()-zero)\n", - "LUT2 = estimate.make_inverse_lookup(LUT1)" + "LUT1 = codec.make_anscombe_lookup(sensitivity, zero_level=zero_level)\n", + "LUT2 = codec.make_inverse_lookup(LUT1)" ] }, { @@ -154,17 +223,19 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], "source": [ - "fig, axx = plt.subplots(1, 2, figsize=(8, 4))\n", + "fig, axx = plt.subplots(2, 2, figsize=(8, 8))\n", "axx = iter(axx.flatten())\n", "\n", "ax = next(axx)\n", @@ -176,7 +247,23 @@ "ax.plot(LUT2[LUT1])\n", "ax.plot(np.r_[:LUT1.size], np.r_[:LUT1.size], 'k:')\n", "ax.grid(True)\n", - "ax.set_title('compression/decompression transform')" + "ax.set_title('compression/decompression transform')\n", + "\n", + "ax = next(axx)\n", + "ax.plot(LUT2[LUT1])\n", + "ax.plot(np.r_[:LUT1.size], np.r_[:LUT1.size], 'k:')\n", + "ax.grid(True)\n", + "ax.set_xlim(0, 500)\n", + "ax.set_ylim(0, 500)\n", + "ax.set_title('compression/decompression transform')\n", + "\n", + "ax = next(axx)\n", + "ax.plot(LUT2[LUT1])\n", + "ax.plot(np.r_[:LUT1.size], np.r_[:LUT1.size], 'k:')\n", + "ax.grid(True)\n", + "ax.set_xlim(LUT1.size-2000, LUT1.size)\n", + "ax.set_ylim(LUT1.size-2000, LUT1.size)\n", + "ax.set_title('compression/decompression transform')\n" ] }, { @@ -189,19 +276,27 @@ "name": "stdout", "output_type": "stream", "text": [ - "Compression ratio: 3.61\n" + "Compression ratio: 3.74\n" ] } ], "source": [ "# save compressed video as .gif\n", - "compressed = estimate.lookup(data - zero, LUT1)\n", + "compressed = codec.lookup(data, LUT1)\n", + "scale = 255//np.max(compressed) # this makes the gif brighter. Use scale=1 normall\n", "gif_path = 'test.gif'\n", - "scale = 255//np.max(compressed) # this makes the gif brighter. Use scale=1 normally\n", - "estimate.save_movie(compressed, gif_path, scale=scale) \n", + "with imageio.get_writer(gif_path, mode='I', duration=.01, loop=False) as f:\n", + " for frame in compressed:\n", + " f.append_data(scale * frame)\n", "print(f'Compression ratio: {np.prod(data.shape)*2 / os.path.getsize(gif_path):0.2f}')" ] }, + { + "cell_type": "markdown", + "id": "54f189b2", + "metadata": {}, + "source": [] + }, { "cell_type": "markdown", "id": "f60375a6", @@ -226,30 +321,53 @@ "outputs": [], "source": [ "# instantiate Poisson object\n", - "poisson_filter = Poisson(zero_level, sensitivity)" + "poisson_filter = PoissonCodec(zero_level, sensitivity)" ] }, { "cell_type": "code", "execution_count": 10, + "id": "5a29ae7a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'int8'" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "poisson_filter.encoded_dtype" + ] + }, + { + "cell_type": "code", + "execution_count": 11, "id": "560e02fa", "metadata": {}, "outputs": [], "source": [ - "z = zarr.open('zarr_array.zarr', shape=data.shape, dtype=data.dtype, filters=[poisson_filter], compressor=Blosc(cname='zstd', clevel=1))\n", + "z = zarr.open('test.zarr', shape=data.shape, \n", + " dtype=data.dtype, filters=[poisson_filter], \n", + " compressor=Blosc(cname='zstd', clevel=1))\n", "z[...] = data" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "id": "91b9e716", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "
Typezarr.core.Array
Data typeint16
Shape(300, 200, 200)
Chunk shape(75, 50, 100)
OrderC
Read-onlyFalse
Filter [0]Poisson(decoded_dtype='int16', encoded_dtype='int8', photon_sensitivity=96.99485239520567, zero_level=86.30213578612849)
CompressorBlosc(cname='zstd', clevel=1, shuffle=SHUFFLE, blocksize=0)
Store typezarr.storage.DirectoryStore
No. bytes24000000 (22.9M)
No. bytes stored5242634 (5.0M)
Storage ratio4.6
Chunks initialized32/32
" + "
Typezarr.core.Array
Data typeint16
Shape(300, 200, 200)
Chunk shape(75, 50, 100)
OrderC
Read-onlyFalse
Filter [0]PoissonCodec(decoded_dtype='int16', encoded_dtype='int8', photon_sensitivity=96.99485239520567, zero_level=86.30213578612849)
CompressorBlosc(cname='zstd', clevel=1, shuffle=SHUFFLE, blocksize=0)
Store typezarr.storage.DirectoryStore
No. bytes24000000 (22.9M)
No. bytes stored5383137 (5.1M)
Storage ratio4.5
Chunks initialized32/32
" ], "text/plain": [ "Type : zarr.core.Array\n", @@ -258,18 +376,18 @@ "Chunk shape : (75, 50, 100)\n", "Order : C\n", "Read-only : False\n", - "Filter [0] : Poisson(decoded_dtype='int16', encoded_dtype='int8',\n", + "Filter [0] : PoissonCodec(decoded_dtype='int16', encoded_dtype='int8',\n", " : photon_sensitivity=96.99485239520567,\n", " : zero_level=86.30213578612849)\n", "Compressor : Blosc(cname='zstd', clevel=1, shuffle=SHUFFLE, blocksize=0)\n", "Store type : zarr.storage.DirectoryStore\n", "No. bytes : 24000000 (22.9M)\n", - "No. bytes stored : 5242634 (5.0M)\n", - "Storage ratio : 4.6\n", + "No. bytes stored : 5383137 (5.1M)\n", + "Storage ratio : 4.5\n", "Chunks initialized : 32/32" ] }, - "execution_count": 11, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -284,33 +402,33 @@ "metadata": {}, "source": [ "# RESTART THE KERNEL\n", - "Restart the kernel manually to test zarr loading" + "Restart the kernel manually to test zarr loading from scratch in the following cells" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "id": "3b88553a", "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import zarr\n", - "from poisson_numcodecs import Poisson\n", + "from poisson_numcodecs import PoissonCodec\n", "\n", "# you don't need to import poisson_numcodecs but it must be installed" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "id": "0243f913", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "
Typezarr.core.Array
Data typeint16
Shape(300, 200, 200)
Chunk shape(75, 50, 100)
OrderC
Read-onlyTrue
Filter [0]Poisson(decoded_dtype='int16', encoded_dtype='int8', photon_sensitivity=96.99485239520567, zero_level=86.30213578612849)
CompressorBlosc(cname='zstd', clevel=1, shuffle=SHUFFLE, blocksize=0)
Store typezarr.storage.DirectoryStore
No. bytes24000000 (22.9M)
No. bytes stored5242634 (5.0M)
Storage ratio4.6
Chunks initialized32/32
" + "
Typezarr.core.Array
Data typeint16
Shape(300, 200, 200)
Chunk shape(75, 50, 100)
OrderC
Read-onlyTrue
Filter [0]PoissonCodec(decoded_dtype='int16', encoded_dtype='int8', photon_sensitivity=96.99485239520567, zero_level=86.30213578612849)
CompressorBlosc(cname='zstd', clevel=1, shuffle=SHUFFLE, blocksize=0)
Store typezarr.storage.DirectoryStore
No. bytes24000000 (22.9M)
No. bytes stored5383137 (5.1M)
Storage ratio4.5
Chunks initialized32/32
" ], "text/plain": [ "Type : zarr.core.Array\n", @@ -319,59 +437,64 @@ "Chunk shape : (75, 50, 100)\n", "Order : C\n", "Read-only : True\n", - "Filter [0] : Poisson(decoded_dtype='int16', encoded_dtype='int8',\n", + "Filter [0] : PoissonCodec(decoded_dtype='int16', encoded_dtype='int8',\n", " : photon_sensitivity=96.99485239520567,\n", " : zero_level=86.30213578612849)\n", "Compressor : Blosc(cname='zstd', clevel=1, shuffle=SHUFFLE, blocksize=0)\n", "Store type : zarr.storage.DirectoryStore\n", "No. bytes : 24000000 (22.9M)\n", - "No. bytes stored : 5242634 (5.0M)\n", - "Storage ratio : 4.6\n", + "No. bytes stored : 5383137 (5.1M)\n", + "Storage ratio : 4.5\n", "Chunks initialized : 32/32" ] }, - "execution_count": 13, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# open zarr\n", - "z_reopened = zarr.open('zarr_array.zarr', mode='r')\n", - "z_reopened.info" + "reopened = zarr.open('test.zarr', mode='r')\n", + "reopened.info" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "id": "87de828b", "metadata": {}, "outputs": [ { "data": { + "image/png": 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", "text/plain": [ - "(-0.5, 199.5, 199.5, -0.5)" + "
" ] }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] + "metadata": { + "needs_background": "light" }, - "metadata": {}, "output_type": "display_data" } ], "source": [ - "# show a decompressed frame\n", - "plt.imshow(z_reopened[10,:,:])\n", - "plt.axis(False)" + "# error analysis\n", + "fig, axx = plt.subplots(1, 3, figsize=(8, 5))\n", + "data = np.load('../tests/data/data1.npz')['data']\n", + "recon = reopened[:]\n", + "err = data - recon\n", + "axx[0].imshow(recon.mean(axis=0))\n", + "axx[0].set_title('reconstructed')\n", + "axx[0].axis(False)\n", + "axx[1].imshow(err.mean(axis=0))\n", + "axx[1].set_title('average diff')\n", + "axx[1].axis(False)\n", + "axx[2].hist(err.mean(axis=0).flatten() / sensitivity,np.r_[-1:1:0.05])\n", + "axx[2].set_xlabel('average diff\\n(photons)')\n", + "axx[2].get_yaxis().set_ticks([])\n", + "for s in axx[2].spines.values():\n", + " s.set_visible(False)" ] }, { @@ -397,7 +520,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.2" + "version": "3.10.4" } }, "nbformat": 4, diff --git a/src/poisson_numcodecs/__init__.py b/src/poisson_numcodecs/__init__.py index 444f9c8..27ba83f 100644 --- a/src/poisson_numcodecs/__init__.py +++ b/src/poisson_numcodecs/__init__.py @@ -1,4 +1,3 @@ -from .poisson import Poisson - -__all__ = ["Poisson"] +from .codec import PoissonCodec +__all__ = ["PoissonCodec"] diff --git a/src/poisson_numcodecs/codec.py b/src/poisson_numcodecs/codec.py new file mode 100644 index 0000000..0d2bc20 --- /dev/null +++ b/src/poisson_numcodecs/codec.py @@ -0,0 +1,98 @@ +""" +Numcodecs Codec implementation for Poisson noise calibration +""" +import numpy as np +import numcodecs +from numcodecs.abc import Codec + +def make_anscombe_lookup( + sensitivity: float, + input_max: int=0x7fff, + zero_level: int=0, + beta: float=0.5, + output_type='uint8'): + """ + Compute the Anscombe lookup table. + The lookup converts a linear grayscale image into a uniform variance image. + :param sensitivity: the size of one photon in the linear input image. + :param input_max: the maximum value in the input + :param beta: the grayscale quantization step expressed in units of noise std dev + """ + xx = (np.r_[:input_max + 1] - zero_level) / sensitivity # input expressed in photon rates + zero_slope = 1 / beta / np.sqrt(3/8) # slope for negative values + offset = zero_level * zero_slope / sensitivity + lookup_table = np.round(offset + + (xx < 0) * (xx * zero_slope) + + (xx >= 0) * (2.0 / beta * (np.sqrt(np.maximum(0, xx) + 3/8) - np.sqrt(3/8)))) + lookup = lookup_table.astype(output_type) + assert np.diff(lookup_table).min() >= 0, "non-monotonic lookup generated" + return lookup + + +def make_inverse_lookup(lookup_table: np.ndarray, output_type='int16') -> np.ndarray: + """Compute the inverse lookup table for a monotonic forward lookup table.""" + _, inv1 = np.unique(lookup_table, return_index=True) # first entry + _, inv2 = np.unique(lookup_table[::-1], return_index=True) # last entry + inverse = (inv1 + lookup_table.size - 1 - inv2)/2 + return inverse.astype(output_type) + + +def lookup(movie: np.ndarray, lookup_table: np.ndarray) -> np.ndarray: + """Apply lookup table to movie""" + return lookup_table[np.maximum(0, np.minimum(movie, lookup_table.size-1))] + + +class PoissonCodec(Codec): + """Codec for 3-dimensional Filter. The codec assumes that input data are of shape: + (time, x, y). + + Parameters + ---------- + zero_level : float + Signal level when no photons are recorded. + This should pre-computed or measured directly on the instrument. + photon_sensitivity : float + Conversion scalor to convert the measure signal into absolute photon numbers. + This should pre-computed or measured directly on the instrument. + """ + codec_id = "poisson" + + def __init__(self, + zero_level, + photon_sensitivity, + encoded_dtype='int8', + decoded_dtype='int16', + ): + self.zero_level = zero_level + self.photon_sensitivity = photon_sensitivity + self.encoded_dtype = encoded_dtype + self.decoded_dtype = decoded_dtype + + def encode(self, buf: np.ndarray) -> np.ndarray: + lookup_table = make_anscombe_lookup( + self.photon_sensitivity, + output_type=self.encoded_dtype, + zero_level=self.zero_level, + ) + encoded = lookup(buf, lookup_table) + shape = [encoded.ndim] + list(encoded.shape) + shape = np.array(shape, dtype='uint8') + return shape.tobytes() + encoded.astype(self.encoded_dtype).tobytes() + + def decode(self, buf: bytes, out=None) -> np.ndarray: + lookup_table = make_anscombe_lookup( + self.photon_sensitivity, + output_type=self.encoded_dtype, + zero_level=self.zero_level, + ) + inverse_table = make_inverse_lookup( + lookup_table, + output_type=self.decoded_dtype + ) + ndims = int(buf[0]) + shape = [int(_) for _ in buf[1:ndims+1]] + decoded = np.frombuffer(buf[ndims+1:], dtype=self.encoded_dtype).reshape(shape) + return lookup(decoded, inverse_table).astype(self.decoded_dtype) + + +numcodecs.register_codec(PoissonCodec) \ No newline at end of file diff --git a/src/poisson_numcodecs/estimate.py b/src/poisson_numcodecs/estimate.py index f99e3c3..5815382 100644 --- a/src/poisson_numcodecs/estimate.py +++ b/src/poisson_numcodecs/estimate.py @@ -1,6 +1,5 @@ import numpy as np from sklearn.linear_model import HuberRegressor as Regressor -import imageio as io def _longest_run(bool_array: np.ndarray) -> slice: @@ -22,7 +21,7 @@ def compute_sensitivity(movie: np.array, count_weight_gamma: float=0.2) -> dict: """Calculate photon sensitivity Args: - movie (np.array): A movie in the format (height, width, time). + movie (np.array): A movie in the format (time, height, width). count_weight_gamma: 0.00001=weigh each intensity level equally, 1.0=weigh each intensity in proportion to pixel counts. @@ -40,10 +39,10 @@ def compute_sensitivity(movie: np.array, count_weight_gamma: float=0.2) -> dict: ), f"A three dimensional (Height, Width, Time) grayscale movie is expected, got {movie.ndim}" movie = np.maximum(0, movie.astype(np.int32, copy=False)) - intensity = (movie[:, :, :-1] + movie[:, :, 1:] + 1) // 2 - difference = movie[:, :, :-1].astype(np.float32) - movie[:, :, 1:] + intensity = (movie[:-1, :, :] + movie[1:, :, :] + 1) // 2 + difference = movie[:-1, :, :].astype(np.float32) - movie[1:, :, :] - select = intensity > 0 + select = intensity > 0 # discard non-positive values intensity = intensity[select] difference = difference[select] @@ -77,39 +76,3 @@ def compute_sensitivity(movie: np.array, count_weight_gamma: float=0.2) -> dict: sensitivity=sensitivity, zero_level=zero_level, ) - -def make_anscombe_lookup(sensitivity: float, input_max: int=0x7fff, beta: float=0.5): - """ - Compute the Anscombe lookup table. - The lookup converts a linear grayscale image into a uniform variance image. - :param sensitivity: the size of one photon in the linear input image. - :param input_max: the maximum value in the input - :param beta: the grayscale quantization step expressed in units of noise std dev - """ - # produce anscombe lookup_table - xx = np.r_[:input_max + 1] / sensitivity - lookup = np.uint8( - 2.0 / beta * (np.sqrt(np.maximum(0, xx) + 3/8) - np.sqrt(3/8))) - return lookup - - -def make_inverse_lookup(lookup): - _, inverse = np.unique(lookup, return_index=True) - inverse += (np.r_[:inverse.size] / inverse.size * (inverse[-1] - inverse[-2])/2).astype(np.int16) - return inverse - - -def lookup(movie, LUT): - """ - Apply lookup table LUT to input movie - """ - return LUT[np.maximum(0, np.minimum(movie, LUT.size-1))] - - -def save_movie(movie, path, scale=1, format='gif'): - if format == "gif": - with io.get_writer(path, mode='I', duration=.01, loop=False) as f: - for frame in movie: - f.append_data(scale * frame) - else: - raise NotImplementedError(f"Format {format} is not implemented") diff --git a/src/poisson_numcodecs/poisson.py b/src/poisson_numcodecs/poisson.py deleted file mode 100644 index 74e1efb..0000000 --- a/src/poisson_numcodecs/poisson.py +++ /dev/null @@ -1,53 +0,0 @@ -""" -Numcodecs Codec implementation for Poisson noise calibration -""" -import numpy as np -import numcodecs -from numcodecs.abc import Codec -from . import estimate - -### NUMCODECS Codec ### -class Poisson(Codec): - """Codec for 3-dimensional Filter. The codec assumes that input data are of shape: - (time, x, y). - - Parameters - ---------- - zero_level : float - Signal level when no photons are recorded. - This should pre-computed or measured directly on the instrument. - photon_sensitivity : float - Conversion scalor to convert the measure signal into absolute photon numbers. - This should pre-computed or measured directly on the instrument. - """ - codec_id = "poisson" - - def __init__(self, - zero_level, - photon_sensitivity, - encoded_dtype='int8', - decoded_dtype='int16', - ): - self.zero_level = zero_level - self.photon_sensitivity = photon_sensitivity - self.encoded_dtype = encoded_dtype - self.decoded_dtype = decoded_dtype - - def encode(self, buf: np.array) -> bytes: - lookup = estimate.make_anscombe_lookup(self.photon_sensitivity) - encoded = estimate.lookup(buf, lookup) - shape = [encoded.ndim] + list(encoded.shape) - shape = np.array(shape, dtype='uint8') - return shape.tobytes() + encoded.astype(self.encoded_dtype).tobytes() - - def decode(self, buf: bytes, out=None) -> np.array: - lookup = estimate.make_anscombe_lookup(self.photon_sensitivity) - inverse = estimate.make_inverse_lookup(lookup) - ndims = int(buf[0]) - shape = [int(_) for _ in buf[1:ndims+1]] - arr = np.frombuffer(buf[ndims+1:], dtype=self.encoded_dtype).reshape(shape) - decoded = estimate.lookup(arr, inverse) - return decoded.astype(self.decoded_dtype) - - -numcodecs.register_codec(Poisson) \ No newline at end of file diff --git a/tests/test_poisson_codec.py b/tests/test_poisson_codec.py index 0e35899..a9ac79c 100644 --- a/tests/test_poisson_codec.py +++ b/tests/test_poisson_codec.py @@ -1,4 +1,4 @@ -from poisson_numcodecs import Poisson +from poisson_numcodecs import PoissonCodec import numpy as np import pytest @@ -11,20 +11,22 @@ def make_poisson_ramp_signals(shape=(10, 1, 1), min_rate=1, max_rate=5, dtype="i output_array = np.zeros(shape, dtype=dtype) for x_ind in range(x): for y_ind in range(y): - output_array[x_ind, y_ind, :] = np.random.poisson( + output_array[x_ind, y_ind, :] = sensitivity * np.random.poisson( np.arange(min_rate, max_rate, (max_rate-min_rate)/times)) - return output_array + return output_array.astype('int16') + +sensitivity = 100.0 @pytest.fixture def test_data(dtype="int16"): - test2d = make_poisson_ramp_signals(shape=(50, 1, 1), min_rate=1, max_rate=5, dtype=dtype) + test2d = make_poisson_ramp_signals(shape=(50, 1, 1), min_rate=1, max_rate=5, dtype=dtype) test2d_long = make_poisson_ramp_signals(shape=(1, 50, 1), min_rate=1, max_rate=5, dtype=dtype) return [test2d, test2d_long] def test_poisson_encode_decode(test_data): - poisson_codec = Poisson( + poisson_codec = PoissonCodec( zero_level=0, - photon_sensitivity=1.0, + photon_sensitivity=sensitivity, encoded_dtype='uint8', decoded_dtype='int16' ) @@ -32,7 +34,7 @@ def test_poisson_encode_decode(test_data): for example_data in test_data: encoded = poisson_codec.encode(example_data) decoded = poisson_codec.decode(encoded) - np.testing.assert_allclose(decoded, example_data, atol=1e-3) + assert np.abs(decoded - example_data).max() < sensitivity / 2 if __name__ == '__main__': list_data = test_data("int16")