From 022de890728db75036dc407eb5d7691324d8f8c2 Mon Sep 17 00:00:00 2001 From: Feynman Liang Date: Mon, 17 Sep 2018 21:55:14 -0700 Subject: [PATCH 01/13] Adds failing test --- Pipfile.lock | 94 ++++++++++-------- labelbox/lbx.py | 23 +++++ .../__init__.py => predictions.py} | 0 tests/test_lbx.py | 8 ++ .../PNG_transparency_demonstration_2.png | Bin 0 -> 182568 bytes 5 files changed, 86 insertions(+), 39 deletions(-) create mode 100644 labelbox/lbx.py rename labelbox/{predictions/__init__.py => predictions.py} (100%) create mode 100644 tests/test_lbx.py create mode 100644 tests/test_lbx/PNG_transparency_demonstration_2.png diff --git a/Pipfile.lock b/Pipfile.lock index fe747615f..027e76db8 100644 --- a/Pipfile.lock +++ b/Pipfile.lock @@ -53,9 +53,10 @@ }, "click-plugins": { "hashes": [ - "sha256:7acc5e7eedd2dfd719714e8d53ae99030b5357aed661d0b06dacd6c2d583d7c5" + "sha256:b1ee1ccc9421c73007fe290680d97984eb6eaf5f4512b7620c6aa46031d6cb6b", + "sha256:dfed74b5063546a137de99baaaf742b4de4337ad2b3e1df5ec7c8a256adc0847" ], - "version": "==1.0.3" + "version": "==1.0.4" }, "cligj": { "hashes": [ @@ -117,7 +118,7 @@ "sha256:e3660744cda0d94b90141cdd0db9308b958a372cfeee8d7188fdf5ad9108ea82", "sha256:f2362d0ca3e16c37782c1054d7972b8ad2729169567e3f0f4e5dd3cdf85f188e" ], - "markers": "python_version != '3.0.*' and python_version != '3.2.*' and python_version != '3.3.*' and python_version != '3.1.*' and python_version >= '2.7'", + "markers": "python_version != '3.0.*' and python_version >= '2.7' and python_version != '3.2.*' and python_version != '3.3.*' and python_version != '3.1.*'", "version": "==1.15.1" }, "pillow": { @@ -158,26 +159,26 @@ }, "pyparsing": { "hashes": [ - "sha256:0832bcf47acd283788593e7a0f542407bd9550a55a8a8435214a1960e04bcb04", - "sha256:fee43f17a9c4087e7ed1605bd6df994c6173c1e977d7ade7b651292fab2bd010" + "sha256:905d8090c335314568b5faee0025b1829f27bb974604a5762a6cdef3a7dfc3b7" ], - "version": "==2.2.0" + "markers": "python_version != '3.2.*' and python_version != '3.0.*' and python_version != '3.1.*' and python_version >= '2.6'", + "version": "==2.2.1" }, "rasterio": { "hashes": [ - "sha256:2dbed0296f3982b142d1fa66d44248ee862404aaa3dcf95c7f81ff240a70d139", - "sha256:31390423afaa651f420711e65470d01f6788238d8056a8689f0a9ce2b259809c", - "sha256:77b775028c2c745e047f9950f2c6305d9f827249b1114662714fe8c47a3b5dcd", - "sha256:7aaa539785c00f59f8dfe3e73a901215ef6bed67b4f18ff8d3bab588340ff45e", - "sha256:949cd9ce0143e3e71171e5833c98713cb2fbda1e64aaf27d9e795ac8225a6319", - "sha256:95465b8767f1b40865005423431444747aaf1c4230eb7e45e89bfd9d03a5b89e", - "sha256:a0e678479991e357df9a6967d3f93c64ccd1ac4ad41c6637fa9726f5cba91059", - "sha256:a6e851e3e0592b9e94c2c5fdb198dcedd8a18c5413ca634d1efeead8f8ea90a6", - "sha256:b494a0a16f8ec798192e452e5ea30232fccdc86e01593a88ed0753768501bb9e", - "sha256:c41d9445bf65d9261200097061d154fd568378bfe51f8c98ba4bc33bfb76a16f" + "sha256:22f84ddd39bd2ea08423030d44205fcc17b784978693a21e06a28e66a2e839a0", + "sha256:3397b3f290b668658ce1a98da1827d2761b849a3633f2bc7173d21ee1d2f2a83", + "sha256:55510bd2d0fba3f67cb2c1655295085777a6f6fa00c5ed93149c07ec47744427", + "sha256:60ed7cd3eec0134fa8d586845fd698eb41451eb9c8f84f50fa0656d76788bb50", + "sha256:6e5812855157b4d3bd9cdae92f49b9bbfa88f897850e9b5a3cc2d71a6ed6394e", + "sha256:c4b8c4643f8de20b4fd02836b951fada0bb50625423bef8fcbd1ce658d91116c", + "sha256:dc522623b62c423de8e640ba5b39ca614a52f25f62d648c9682319e185f2db12", + "sha256:ed018f8c64b06cca0e9a89967862f6898be2cf91038fcff7a7ae598b18f194a7", + "sha256:f001ea0f081f605cac36201886c4a1550e554a19c29632662317bfe5271c2d53", + "sha256:f2b8ff4714e7b7de54c39ce8c10747e66ca374a5b2516e0f2ee8a3f121cfc4e3" ], "index": "pypi", - "version": "==1.0.3.post1" + "version": "==1.0.4" }, "requests": { "hashes": [ @@ -232,6 +233,7 @@ "sha256:0ae01783adeaa6948352fc474605da78d277da545b2315f6d2febe0f065bab02", "sha256:8d56182fc83e1a1893284f69abd35751ce30e8f0a33794c2802e7e5d6547e1f1" ], + "markers": "python_version != '3.0.*' and python_version >= '2.7' and python_version != '3.2.*' and python_version != '3.3.*' and python_version != '3.1.*'", "version": "==1.4.2" }, "urllib3": { @@ -239,7 +241,7 @@ "sha256:a68ac5e15e76e7e5dd2b8f94007233e01effe3e50e8daddf69acfd81cb686baf", "sha256:b5725a0bd4ba422ab0e66e89e030c806576753ea3ee08554382c14e685d117b5" ], - "markers": "python_version != '3.3.*' and python_version < '4' and python_version != '3.0.*' and python_version != '3.2.*' and python_version >= '2.6' and python_version != '3.1.*'", + "markers": "python_version != '3.0.*' and python_version >= '2.6' and python_version != '3.2.*' and python_version != '3.3.*' and python_version < '4' and python_version != '3.1.*'", "version": "==1.23" } }, @@ -263,7 +265,7 @@ "sha256:0312ad34fcad8fac3704d441f7b317e50af620823353ec657a53e981f92920c0", "sha256:ec9ae8adaae229e4f8446952d204a3e4b5fdd2d099f9be3aaf556120135fb3ee" ], - "markers": "python_version != '3.3.*' and python_version >= '2.7' and python_version != '3.2.*' and python_version != '3.0.*' and python_version != '3.1.*'", + "markers": "python_version != '3.2.*' and python_version != '3.1.*' and python_version != '3.0.*' and python_version >= '2.7' and python_version != '3.3.*'", "version": "==1.2.1" }, "attrs": { @@ -336,7 +338,7 @@ "sha256:e05cb4d9aad6233d67e0541caa7e511fa4047ed7750ec2510d466e806e0255d6", "sha256:f3f501f345f24383c0000395b26b726e46758b71393267aeae0bd36f8b3ade80" ], - "markers": "python_version != '3.0.*' and python_version != '3.1.*' and python_version != '3.2.*' and python_version < '4' and python_version >= '2.6'", + "markers": "python_version != '3.2.*' and python_version < '4' and python_version != '3.1.*' and python_version != '3.0.*' and python_version >= '2.6'", "version": "==4.5.1" }, "docutils": { @@ -368,7 +370,7 @@ "sha256:3f349de3eb99145973fefb7dbe38554414e5c30abd0c8e4b970a7c9d09f3a1d8", "sha256:f3832918bc3c66617f92e35f5d70729187676313caa60c187eb0f28b8fe5e3b5" ], - "markers": "python_version != '3.1.*' and python_version != '3.2.*' and python_version != '3.3.*' and python_version != '3.0.*' and python_version >= '2.7'", + "markers": "python_version != '3.2.*' and python_version != '3.1.*' and python_version != '3.0.*' and python_version >= '2.7' and python_version != '3.3.*'", "version": "==1.1.0" }, "isort": { @@ -377,7 +379,7 @@ "sha256:b9c40e9750f3d77e6e4d441d8b0266cf555e7cdabdcff33c4fd06366ca761ef8", "sha256:ec9ef8f4a9bc6f71eec99e1806bfa2de401650d996c59330782b89a5555c1497" ], - "markers": "python_version != '3.0.*' and python_version != '3.1.*' and python_version >= '2.7' and python_version != '3.3.*' and python_version != '3.2.*'", + "markers": "python_version != '3.2.*' and python_version != '3.1.*' and python_version != '3.0.*' and python_version >= '2.7' and python_version != '3.3.*'", "version": "==4.3.4" }, "jinja2": { @@ -445,11 +447,18 @@ }, "mypy": { "hashes": [ - "sha256:673ea75fb750289b7d1da1331c125dc62fc1c3a8db9129bb372ae7b7d5bf300a", - "sha256:c770605a579fdd4a014e9f0a34b6c7a36ce69b08100ff728e96e27445cef3b3c" + "sha256:00b95bfdc0d5b9aa53c906e56fb91937743f2121d66684db5f947ec5d75f565d", + "sha256:6704586b4c2bf7dfa5e87a422be9ca57db622bab65008245759f3d4baeb219dd" ], "index": "pypi", - "version": "==0.620" + "version": "==0.630" + }, + "mypy-extensions": { + "hashes": [ + "sha256:37e0e956f41369209a3d5f34580150bcacfabaa57b33a15c0b25f4b5725e0812", + "sha256:b16cabe759f55e3409a7d231ebd2841378fb0c27a5d1994719e340e4f429ac3e" + ], + "version": "==0.4.1" }, "packaging": { "hashes": [ @@ -463,7 +472,7 @@ "sha256:6e3836e39f4d36ae72840833db137f7b7d35105079aee6ec4a62d9f80d594dd1", "sha256:95eb8364a4708392bae89035f45341871286a333f749c3141c20573d2b3876e1" ], - "markers": "python_version != '3.3.*' and python_version >= '2.7' and python_version != '3.2.*' and python_version != '3.0.*' and python_version != '3.1.*'", + "markers": "python_version != '3.2.*' and python_version != '3.1.*' and python_version != '3.0.*' and python_version >= '2.7' and python_version != '3.3.*'", "version": "==0.7.1" }, "pockets": { @@ -478,7 +487,7 @@ "sha256:06a30435d058473046be836d3fc4f27167fd84c45b99704f2fb5509ef61f9af1", "sha256:50402e9d1c9005d759426988a492e0edaadb7f4e68bcddfea586bc7432d009c6" ], - "markers": "python_version != '3.3.*' and python_version >= '2.7' and python_version != '3.2.*' and python_version != '3.0.*' and python_version != '3.1.*'", + "markers": "python_version != '3.2.*' and python_version != '3.1.*' and python_version != '3.0.*' and python_version >= '2.7' and python_version != '3.3.*'", "version": "==1.6.0" }, "pycodestyle": { @@ -512,10 +521,10 @@ }, "pyparsing": { "hashes": [ - "sha256:0832bcf47acd283788593e7a0f542407bd9550a55a8a8435214a1960e04bcb04", - "sha256:fee43f17a9c4087e7ed1605bd6df994c6173c1e977d7ade7b651292fab2bd010" + 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!= '3.3.*' and python_version != '3.0.*' and python_version >= '2.7'", + "markers": "python_version != '3.2.*' and python_version != '3.1.*' and python_version != '3.0.*' and python_version >= '2.7' and python_version != '3.3.*'", "version": "==1.1.0" }, + "toml": { + "hashes": [ + "sha256:380178cde50a6a79f9d2cf6f42a62a5174febe5eea4126fe4038785f1d888d42", + "sha256:a7901919d3e4f92ffba7ff40a9d697e35bbbc8a8049fe8da742f34c83606d957" + ], + "version": "==0.9.6" + }, "tox": { "hashes": [ - "sha256:37cf240781b662fb790710c6998527e65ca6851eace84d1595ee71f7af4e85f7", - "sha256:eb61aa5bcce65325538686f09848f04ef679b5cd9b83cc491272099b28739600" + "sha256:433bb93c57edae263150767e672a0d468ab4fefcc1958eb4013e56a670bb851e", + "sha256:bfb4e4efb7c61a54bc010a5c00fdbe0973bc4bdf04090bfcd3c93c901006177c" ], "index": "pypi", - "version": "==3.2.1" + "version": "==3.3.0" }, "typed-ast": { "hashes": [ @@ -636,7 +652,7 @@ "sha256:a68ac5e15e76e7e5dd2b8f94007233e01effe3e50e8daddf69acfd81cb686baf", "sha256:b5725a0bd4ba422ab0e66e89e030c806576753ea3ee08554382c14e685d117b5" ], - "markers": "python_version != '3.3.*' and python_version < '4' and python_version != '3.0.*' and python_version != '3.2.*' and python_version >= '2.6' and python_version != '3.1.*'", + "markers": "python_version != '3.0.*' and python_version >= '2.6' and python_version != '3.2.*' and python_version != '3.3.*' and python_version < '4' and python_version != '3.1.*'", "version": "==1.23" }, "virtualenv": { @@ -644,7 +660,7 @@ "sha256:2ce32cd126117ce2c539f0134eb89de91a8413a29baac49cbab3eb50e2026669", "sha256:ca07b4c0b54e14a91af9f34d0919790b016923d157afda5efdde55c96718f752" ], - "markers": "python_version != '3.2.*' and python_version >= '2.7' and python_version != '3.1.*' and python_version != '3.0.*'", + "markers": "python_version != '3.2.*' and python_version != '3.0.*' and python_version != '3.1.*' and python_version >= '2.7'", "version": "==16.0.0" }, "wheel": { diff --git a/labelbox/lbx.py b/labelbox/lbx.py new file mode 100644 index 000000000..efa747868 --- /dev/null +++ b/labelbox/lbx.py @@ -0,0 +1,23 @@ +"Module for interacting with the LBX file format." + +def encode(image): + """Converts a `PIL.Image` to a `io.BytesIO` with LBX encoded data. + + Args: + image (`PIL.Image`): The image to encode. + + Returns: + A `io.BytesIO` containing the LBX encoded image. + """ + pass + +def decode(lbx): + """Decodes a `io.BytesIO` with LBX encoded data into a `PIL.Image`. + + Args: + lbxA (`io.BytesIO`): A byte buffer containing the LBX encoded image data. + + Returns: + A `PIL.Image` of the decoded data. + """ + pass diff --git a/labelbox/predictions/__init__.py b/labelbox/predictions.py similarity index 100% rename from labelbox/predictions/__init__.py rename to labelbox/predictions.py diff --git a/tests/test_lbx.py b/tests/test_lbx.py new file mode 100644 index 000000000..898568106 --- /dev/null +++ b/tests/test_lbx.py @@ -0,0 +1,8 @@ +from PIL import Image +import labelbox.lbx as lbx + +def test_identity(datadir): + im = Image.open(datadir.join('PNG_transparency_demonstration_2.png')) + print(im) + assert np.array(lbx.decode(lbx.encode(im))) == np.array(im) + diff --git a/tests/test_lbx/PNG_transparency_demonstration_2.png b/tests/test_lbx/PNG_transparency_demonstration_2.png new file mode 100644 index 0000000000000000000000000000000000000000..d2f192a0864fbc4ff38646106feae046a5cec3e5 GIT binary patch literal 182568 zcmZU3Rajh2u`ee`&`7r1%b!Ovvb2wX~QL%~#0Fatg0st5U0RJvH z0J|mtK*$X6uRuZv00I#K2LHDNc>C-$0RFf1|L*+%Hfb?c9f}|WtO=P@j+5X$r6n*v zU0GYadKI(ij_EMnWH-y3cVtL3`foK~3Sp6vPxT=pb`9UnpUtP3=-&Ma%k?0gDAR?t z7@yJ(aYq%}vn|u7nJk2cUV3ZdJ?9esu{%8z`bR;&m`5L;OaCfaiPxvqBq0uXarS0* zvx|0h6)oqet&=V+#0#!gSBuG`vQ1OG^j1w8lu^5Rxl8p@X8oM{NbiuHo&Jx?(A?-= zVUVDoxim9m1EZl_y0S99;EbG3%qba9S_N-s0yQa@AIpQhuZo6`&q!siJ6Czw4r66y zayC(OewCb8MJ~(aS1uvV5Z-Ic*PVO*sC+4CQm%UCZ<^Gcz#VR~z55*chf&?#aqV|j zffEsqoBZj;helm@$tDZDrsKLW;gmPcH?< z3CT?Nr+SK+JroXv0vtE9*WquWbKD3z#;zbW!ZpNurmq 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z1&{JJp^X5t*(~oc;Qbfxv_MfCLB1U`cR(mjiZs?vsDnpFCh7t|VBen{eMUm(pdEe_ t+5??-B1 Date: Tue, 18 Sep 2018 14:01:38 -0700 Subject: [PATCH 06/13] Bump development version --- labelbox/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/labelbox/__init__.py b/labelbox/__init__.py index 6f28194a6..a5cb6b729 100644 --- a/labelbox/__init__.py +++ b/labelbox/__init__.py @@ -1,3 +1,3 @@ "The Labelbox python package." -__version__ = '0.0.4' +__version__ = '0.0.5.dev0' From 901f5105da575e591c6ac74ea4eb999704a4d633 Mon Sep 17 00:00:00 2001 From: Feynman Liang Date: Tue, 18 Sep 2018 14:16:43 -0700 Subject: [PATCH 07/13] Fix linter --- MANIFEST.in | 1 + labelbox/lbx.py | 69 +++++++++++++++++++++++------------------------ tests/test_lbx.py | 5 +++- 3 files changed, 39 insertions(+), 36 deletions(-) diff --git a/MANIFEST.in b/MANIFEST.in index 4bfa6f178..8c78ad091 100644 --- a/MANIFEST.in +++ b/MANIFEST.in @@ -13,5 +13,6 @@ recursive-include docs *.rst recursive-include labelbox *.py include labelbox/exporters/pascal_voc_writer/templates/annotation.xml recursive-include tests *.json +recursive-include tests *.lbx recursive-include tests *.png recursive-include tests *.py diff --git a/labelbox/lbx.py b/labelbox/lbx.py index dca409f8e..839d99e83 100644 --- a/labelbox/lbx.py +++ b/labelbox/lbx.py @@ -36,24 +36,23 @@ _HEADER_LENGTH = 6 * 4 -def encode(image): - """Converts a RGB `PIL.Image` to a `io.BytesIO` with LBX encoded data. +def encode(image_in: Image): + """Converts a RGB `Image` to a `io.BytesIO` with LBX encoded data. Args: - image (`PIL.Image`): The image to encode. + image_in: The image to encode. Returns: A `io.BytesIO` containing the LBX encoded image. """ - im = image.convert('RGBA') - pixel_words = np.array(im).reshape(-1, 4) + image = image_in.convert('RGBA') + pixel_words = np.array(image).reshape(-1, 4) pixel_words.flags.writeable = False - colormap = list(filter(lambda x: not np.all(x == _BACKGROUND_RGBA), - np.unique(pixel_words, axis=0))) + colormap = list( + filter(lambda x: not np.all(x == _BACKGROUND_RGBA), np.unique(pixel_words, axis=0))) - - input_byte_len = len(np.array(im).flat) + input_byte_len = len(np.array(image).flat) buff = BytesIO(bytes([0] * (len(colormap) * 4 + input_byte_len))) offset = _HEADER_LENGTH # make room for header @@ -67,64 +66,64 @@ def _color_to_key(color): struct.pack_into(' 65534: - struct.pack_into(' ABC DEF Gxx" - args = [iter(iterable)] * n + args = [iter(iterable)] * group_size return itertools.zip_longest(*args, fillvalue=fillvalue) - diff --git a/tests/test_lbx.py b/tests/test_lbx.py index 457583fdc..b3d65a84b 100644 --- a/tests/test_lbx.py +++ b/tests/test_lbx.py @@ -6,20 +6,24 @@ import pytest import struct + @pytest.fixture def im_png(datadir): with open(datadir.join('sample.png'), 'rb') as f: yield Image.open(BytesIO(f.read())) + @pytest.fixture def lbx_sample(datadir): with open(datadir.join('sample.lbx'), 'rb') as f: yield f + def test_lbx_decode(lbx_sample): im = lbx.decode(lbx_sample) assert im.size == (500, 375) + def test_lbx_encode(im_png): lbx_encoded = lbx.encode(im_png) version, width, height = map(lambda x: x[0], struct.iter_unpack(' Date: Tue, 18 Sep 2018 14:16:59 -0700 Subject: [PATCH 08/13] Release version --- labelbox/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/labelbox/__init__.py b/labelbox/__init__.py index a5cb6b729..db6688587 100644 --- a/labelbox/__init__.py +++ b/labelbox/__init__.py @@ -1,3 +1,3 @@ "The Labelbox python package." -__version__ = '0.0.5.dev0' +__version__ = '0.0.5' From 1b5b6edb082318ce70bd0f9c34f3a8634cf818a2 Mon Sep 17 00:00:00 2001 From: Feynman Liang Date: Tue, 18 Sep 2018 14:21:25 -0700 Subject: [PATCH 09/13] Fix test --- tests/test_lbx.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_lbx.py b/tests/test_lbx.py index b3d65a84b..859be5fcb 100644 --- a/tests/test_lbx.py +++ b/tests/test_lbx.py @@ -28,7 +28,7 @@ def test_lbx_encode(im_png): lbx_encoded = lbx.encode(im_png) version, width, height = map(lambda x: x[0], struct.iter_unpack(' Date: Tue, 18 Sep 2018 14:23:28 -0700 Subject: [PATCH 10/13] Fix pipfile --- Pipfile | 1 + Pipfile.lock | 38 +++++++++++++++++++++++++++++++++++--- 2 files changed, 36 insertions(+), 3 deletions(-) diff --git a/Pipfile b/Pipfile index 768bd5045..3f9616d3a 100644 --- a/Pipfile +++ b/Pipfile @@ -26,6 +26,7 @@ sphinxcontrib-napoleon = "*" setuptools = ">=40.2.0" wheel = "*" sphinx-rtd-theme = "*" +twine = "*" [requires] python_version = "3.6" diff --git a/Pipfile.lock b/Pipfile.lock index 027e76db8..f93b4f904 100644 --- a/Pipfile.lock +++ b/Pipfile.lock @@ -1,7 +1,7 @@ { "_meta": { "hash": { - "sha256": "783555ed63d4d1381b0184241d346046c945fdca2072fce46cfe36728daff77b" + "sha256": "3e757f363a6d88ddaca0941bdfefacf37da62a9d2fbad8e412bfbe229f201de0" }, "pipfile-spec": 6, "requires": { @@ -159,7 +159,8 @@ }, "pyparsing": { "hashes": [ - "sha256:905d8090c335314568b5faee0025b1829f27bb974604a5762a6cdef3a7dfc3b7" + "sha256:905d8090c335314568b5faee0025b1829f27bb974604a5762a6cdef3a7dfc3b7", + "sha256:f493ee323be1e94929416b3585eefcc04943115cecbaaa35a8c86d1a2368af19" ], "markers": "python_version != '3.2.*' and python_version != '3.0.*' and python_version != '3.1.*' and python_version >= '2.6'", "version": "==2.2.1" @@ -467,6 +468,13 @@ ], "version": "==17.1" }, + "pkginfo": { + "hashes": [ + "sha256:5878d542a4b3f237e359926384f1dde4e099c9f5525d236b1840cf704fa8d474", + "sha256:a39076cb3eb34c333a0dd390b568e9e1e881c7bf2cc0aee12120636816f55aee" + ], + "version": "==1.4.2" + }, "pluggy": { "hashes": [ "sha256:6e3836e39f4d36ae72840833db137f7b7d35105079aee6ec4a62d9f80d594dd1", @@ -521,7 +529,8 @@ }, "pyparsing": { "hashes": [ - "sha256:905d8090c335314568b5faee0025b1829f27bb974604a5762a6cdef3a7dfc3b7" + "sha256:905d8090c335314568b5faee0025b1829f27bb974604a5762a6cdef3a7dfc3b7", + "sha256:f493ee323be1e94929416b3585eefcc04943115cecbaaa35a8c86d1a2368af19" ], "markers": "python_version != '3.2.*' and python_version != '3.0.*' and python_version != '3.1.*' and python_version >= '2.6'", "version": "==2.2.1" @@ -557,6 +566,13 @@ "index": "pypi", "version": "==2.19.1" }, + "requests-toolbelt": { + "hashes": [ + "sha256:42c9c170abc2cacb78b8ab23ac957945c7716249206f90874651971a4acff237", + "sha256:f6a531936c6fa4c6cfce1b9c10d5c4f498d16528d2a54a22ca00011205a187b5" + ], + "version": "==0.8.0" + }, "six": { "hashes": [ "sha256:70e8a77beed4562e7f14fe23a786b54f6296e34344c23bc42f07b15018ff98e9", @@ -618,6 +634,22 @@ "index": "pypi", "version": "==3.3.0" }, + "tqdm": { + "hashes": [ + "sha256:18f1818ce951aeb9ea162ae1098b43f583f7d057b34d706f66939353d1208889", + "sha256:df02c0650160986bac0218bb07952245fc6960d23654648b5d5526ad5a4128c9" + ], + "markers": "python_version != '3.1.*' and python_version >= '2.6' and python_version != '3.0.*'", + "version": "==4.26.0" + }, + "twine": { + "hashes": [ + "sha256:08eb132bbaec40c6d25b358f546ec1dc96ebd2638a86eea68769d9e67fe2b129", + "sha256:2fd9a4d9ff0bcacf41fdc40c8cb0cfaef1f1859457c9653fd1b92237cc4e9f25" + ], + "index": "pypi", + "version": "==1.11.0" + }, "typed-ast": { "hashes": [ "sha256:0948004fa228ae071054f5208840a1e88747a357ec1101c17217bfe99b299d58", From 62f116b1fd7e232d3fb4c3128f4fd7ab9998336e Mon Sep 17 00:00:00 2001 From: Feynman Liang Date: Tue, 18 Sep 2018 16:51:48 -0700 Subject: [PATCH 11/13] Take colormap argument --- labelbox/__init__.py | 2 +- labelbox/lbx.py | 10 +++++++--- tests/test_lbx.py | 14 +++++++++++--- 3 files changed, 19 insertions(+), 7 deletions(-) diff --git a/labelbox/__init__.py b/labelbox/__init__.py index db6688587..930e72a37 100644 --- a/labelbox/__init__.py +++ b/labelbox/__init__.py @@ -1,3 +1,3 @@ "The Labelbox python package." -__version__ = '0.0.5' +__version__ = '0.0.5.dev1' diff --git a/labelbox/lbx.py b/labelbox/lbx.py index 839d99e83..48f367c3f 100644 --- a/labelbox/lbx.py +++ b/labelbox/lbx.py @@ -27,6 +27,7 @@ from io import BytesIO import itertools import struct +from typing import List import numpy as np from PIL import Image @@ -36,11 +37,14 @@ _HEADER_LENGTH = 6 * 4 -def encode(image_in: Image): +def encode(image_in: Image, colormap: List[np.array]): """Converts a RGB `Image` to a `io.BytesIO` with LBX encoded data. Args: image_in: The image to encode. + colormap: Ordered list of `np.array`s each of length 3 representing + a RGB color. The ordering of this list determines which colors + map to which class labels in the project ontology. Returns: A `io.BytesIO` containing the LBX encoded image. @@ -49,8 +53,8 @@ def encode(image_in: Image): pixel_words = np.array(image).reshape(-1, 4) pixel_words.flags.writeable = False - colormap = list( - filter(lambda x: not np.all(x == _BACKGROUND_RGBA), np.unique(pixel_words, axis=0))) + colormap = [np.zeros(4, dtype=np.uint8)] + \ + list(map(lambda color: np.append(color, 255).astype(np.uint8), colormap)) input_byte_len = len(np.array(image).flat) buff = BytesIO(bytes([0] * (len(colormap) * 4 + input_byte_len))) diff --git a/tests/test_lbx.py b/tests/test_lbx.py index 859be5fcb..194551e63 100644 --- a/tests/test_lbx.py +++ b/tests/test_lbx.py @@ -25,12 +25,20 @@ def test_lbx_decode(lbx_sample): def test_lbx_encode(im_png): - lbx_encoded = lbx.encode(im_png) + colormap = [ + np.array([0, 0, 128]), + np.array([0, 128, 0]), + ] + lbx_encoded = lbx.encode(im_png, colormap) version, width, height = map(lambda x: x[0], struct.iter_unpack(' Date: Tue, 18 Sep 2018 19:46:18 -0700 Subject: [PATCH 12/13] Working raster imports --- labelbox/lbx.py | 21 +++++++++++++-------- 1 file changed, 13 insertions(+), 8 deletions(-) diff --git a/labelbox/lbx.py b/labelbox/lbx.py index 48f367c3f..d256acb17 100644 --- a/labelbox/lbx.py +++ b/labelbox/lbx.py @@ -26,14 +26,15 @@ """ from io import BytesIO import itertools +import logging import struct from typing import List import numpy as np from PIL import Image -_BACKGROUND_RGBA = np.array([255, 255, 255, 255]) -_BACKGROUND_RGBA.flags.writeable = False +BACKGROUND_RGBA = np.array([255, 255, 255, 255], dtype=np.uint8) +BACKGROUND_RGBA.flags.writeable = False _HEADER_LENGTH = 6 * 4 @@ -53,7 +54,7 @@ def encode(image_in: Image, colormap: List[np.array]): pixel_words = np.array(image).reshape(-1, 4) pixel_words.flags.writeable = False - colormap = [np.zeros(4, dtype=np.uint8)] + \ + colormap = [BACKGROUND_RGBA] + \ list(map(lambda color: np.append(color, 255).astype(np.uint8), colormap)) input_byte_len = len(np.array(image).flat) @@ -70,7 +71,7 @@ def _color_to_key(color): struct.pack_into(' 65534: - struct.pack_into(' Date: Tue, 18 Sep 2018 22:02:02 -0700 Subject: [PATCH 13/13] Fix background handling --- labelbox/__init__.py | 2 +- labelbox/lbx.py | 59 ++++++++++++++++++++++++-------------------- tests/test_lbx.py | 9 +++++-- 3 files changed, 40 insertions(+), 30 deletions(-) diff --git a/labelbox/__init__.py b/labelbox/__init__.py index 930e72a37..db6688587 100644 --- a/labelbox/__init__.py +++ b/labelbox/__init__.py @@ -1,3 +1,3 @@ "The Labelbox python package." -__version__ = '0.0.5.dev1' +__version__ = '0.0.5' diff --git a/labelbox/lbx.py b/labelbox/lbx.py index d256acb17..69d3220ff 100644 --- a/labelbox/lbx.py +++ b/labelbox/lbx.py @@ -33,29 +33,36 @@ import numpy as np from PIL import Image +# NOTE: image-segmentation front-end requires background pixels to be white to +# render them transparent BACKGROUND_RGBA = np.array([255, 255, 255, 255], dtype=np.uint8) BACKGROUND_RGBA.flags.writeable = False + _HEADER_LENGTH = 6 * 4 -def encode(image_in: Image, colormap: List[np.array]): - """Converts a RGB `Image` to a `io.BytesIO` with LBX encoded data. +def encode(image_in: Image, colormap: List[np.array]) -> BytesIO: + """Converts a RGB `Image` representing a segmentation map into the LBX data format. + + Given a segmentation map representing an image, convert it to the LBX format. + Background pixels should be represented using the `BACKGROUND_RGBA` RGBA value. Args: image_in: The image to encode. - colormap: Ordered list of `np.array`s each of length 3 representing - a RGB color. The ordering of this list determines which colors - map to which class labels in the project ontology. + colormap: Ordered list of `np.array`s each of length 3 representing a + RGB color. Do not include `BACKGROUND_RGBA`; it will be automatically + accounted for. Every pixel in `image_in` must match some entry in this + list. The ordering of this list determines which colors map to which + class labels in the project ontology. Returns: - A `io.BytesIO` containing the LBX encoded image. + The LBX encoded bytes. """ image = image_in.convert('RGBA') pixel_words = np.array(image).reshape(-1, 4) pixel_words.flags.writeable = False - colormap = [BACKGROUND_RGBA] + \ - list(map(lambda color: np.append(color, 255).astype(np.uint8), colormap)) + colormap = list(map(lambda color: np.append(color, 255).astype(np.uint8), colormap)) input_byte_len = len(np.array(image).flat) buff = BytesIO(bytes([0] * (len(colormap) * 4 + input_byte_len))) @@ -66,12 +73,12 @@ def _color_to_key(color): return hash(color.tostring()) color_dict = dict() + color_dict[_color_to_key(BACKGROUND_RGBA)] = 0 # manually add bg for i, color in enumerate(colormap): color.flags.writeable = False struct.pack_into(' Image: + """Decodes LBX encoded byte data into an image. Args: lbx: A byte buffer containing the LBX encoded image data. Returns: - A `PIL.Image` of the decoded data. + A RGBA image of the decoded data. """ - version, width, height, byte_length, num_colors, num_blocks = \ - map(lambda x: x[0], struct.iter_unpack('

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zYo?bFUH60%tdn_lR@G;)mD{Hxe0*)KcaryN)|n7o@zAk1vt-c3v-*=z%URE~7$VvMm=bEiGE+_E6#`=s z&*|xt>vVz|9Et@uX6a@FC&5Uw7{LdE6TzD`3A}atD%iz8K0?6b=HI5Uk5*JTxTjt; zc(~UFaBv8(;NF?T!%^44!66aBh4dl7wIzux-4jq&`W z{~6=?yZ`g#^T_|(LrJoFxImxAmx;hWfN*f@vS@H_Xs|K=XAW>2aByuB|IO$Bncn{~ z^xI5Q!eJ6kiz$cN?&~F|=a0iM1oLSakz-zNGF2M+Fl>;HE;|Hr`p_c@;-Sm`?l Ua!n{7!NI;1Wz}SAq|L+r7yoa4JOBUy literal 0 HcmV?d00001 From 794d1431bbd3026a1440d9c9575e8f78980dc785 Mon Sep 17 00:00:00 2001 From: Feynman Liang Date: Mon, 17 Sep 2018 22:11:49 -0700 Subject: [PATCH 02/13] Working identity test --- labelbox/lbx.py | 4 ++-- tests/test_lbx.py | 11 +++++++---- 2 files changed, 9 insertions(+), 6 deletions(-) diff --git a/labelbox/lbx.py b/labelbox/lbx.py index efa747868..a90151ee2 100644 --- a/labelbox/lbx.py +++ b/labelbox/lbx.py @@ -9,7 +9,7 @@ def encode(image): Returns: A `io.BytesIO` containing the LBX encoded image. """ - pass + return image def decode(lbx): """Decodes a `io.BytesIO` with LBX encoded data into a `PIL.Image`. @@ -20,4 +20,4 @@ def decode(lbx): Returns: A `PIL.Image` of the decoded data. """ - pass + return lbx diff --git a/tests/test_lbx.py b/tests/test_lbx.py index 898568106..aec559ccf 100644 --- a/tests/test_lbx.py +++ b/tests/test_lbx.py @@ -1,8 +1,11 @@ -from PIL import Image +from io import BytesIO + import labelbox.lbx as lbx +import numpy as np +from PIL import Image def test_identity(datadir): - im = Image.open(datadir.join('PNG_transparency_demonstration_2.png')) - print(im) - assert np.array(lbx.decode(lbx.encode(im))) == np.array(im) + with open(datadir.join('PNG_transparency_demonstration_2.png'), 'rb') as f: + im = Image.open(BytesIO(f.read())) + assert np.all(np.array(lbx.decode(lbx.encode(im))) == np.array(im)) From e1cbec6d91fab9e68449905e55bf2ef6a25e8eb6 Mon Sep 17 00:00:00 2001 From: Feynman Liang Date: Mon, 17 Sep 2018 23:47:34 -0700 Subject: [PATCH 03/13] Working decoder --- labelbox/lbx.py | 65 ++++++++++++++++++++++++++++++++++++-- tests/test_lbx.py | 28 +++++++++++++--- tests/test_lbx/sample.lbx | Bin 0 -> 5604 bytes 3 files changed, 87 insertions(+), 6 deletions(-) create mode 100644 tests/test_lbx/sample.lbx diff --git a/labelbox/lbx.py b/labelbox/lbx.py index a90151ee2..d2113a34c 100644 --- a/labelbox/lbx.py +++ b/labelbox/lbx.py @@ -1,4 +1,35 @@ -"Module for interacting with the LBX file format." +"""Module for interacting with the LBX file format. + +LBX File Format - lossless compression for segmented images + +HEADERS +bytes 0-3 -> LBX version +bytes 4-7 -> pixel width +bytes 8-11 -> pixel height +bytes 12-15 -> decompressed bytes +bytes 16-19 -> # colors +bytes 20-23 -> # blocks + +BODY +- COLORS - +- BLOCKS - + +COLOR +byte 0 -> red +byte 1 -> blue +byte 2 -> green +byte 3 -> alpha (always 255) + +BLOCK +bytes 0-1 -> R | G value of pixel (superpixel layer #) +bytes 2-3 -> # consecutive occurences +""" +import itertools +import struct + +import numpy as np +from PIL import Image + def encode(image): """Converts a `PIL.Image` to a `io.BytesIO` with LBX encoded data. @@ -11,6 +42,7 @@ def encode(image): """ return image + def decode(lbx): """Decodes a `io.BytesIO` with LBX encoded data into a `PIL.Image`. @@ -20,4 +52,33 @@ def decode(lbx): Returns: A `PIL.Image` of the decoded data. """ - return lbx + version, width, height, byteLength, numColors, numBlocks = \ + map(lambda x: x[0], struct.iter_unpack(' ABC DEF Gxx" + args = [iter(iterable)] * n + return itertools.zip_longest(*args, fillvalue=fillvalue) + diff --git a/tests/test_lbx.py b/tests/test_lbx.py index aec559ccf..ec59d3e0b 100644 --- a/tests/test_lbx.py +++ b/tests/test_lbx.py @@ -1,11 +1,31 @@ from io import BytesIO import labelbox.lbx as lbx -import numpy as np from PIL import Image +import pytest -def test_identity(datadir): +@pytest.fixture +def im_png(datadir): with open(datadir.join('PNG_transparency_demonstration_2.png'), 'rb') as f: - im = Image.open(BytesIO(f.read())) - assert np.all(np.array(lbx.decode(lbx.encode(im))) == np.array(im)) + yield Image.open(BytesIO(f.read())) + +@pytest.fixture +def lbx_sample(datadir): + with open(datadir.join('sample.lbx'), 'rb') as f: + yield f + +def test_lbx_decode(lbx_sample): + im = lbx.decode(lbx_sample) + assert im.size == (500, 375) + +def test_lbx_encode(im_png): + lbx_encoded = lbx.encode(im_png) + version, width, height = map(lambda x: x[0], struct.iter_unpack('j6-RM-4EP;2yG3s-+BII!e_qp#h#2f@jpdB$x6U7vc^Q>P*Ec5niGBDf2T zzKwU?5vQ*CSHbb%B=GqZue}poUDsa^8mF#thr!EW0so*Fu^0dDRpAC-4;;r{Oycrx>5&s(8_c=PV8~;X%e<-ut zm-@zAH~MLT+vme6FZ|y3G1&F{&ZdCo&j78L`+Z-Nu)hU5M_h0C7sJ($Ip%&kAKX7b z$ASky_apYvy7S=93*T+L$2b@DD)U^AdG@ES^#+&zD)UkB*mv)n`yTVdeVPpKlHwl# zhr+Gn95@2He*0?zy%*k-exU32z6}JU?lJzF2%iEv*Ls7-S+@^pzPjGGh+C1_oxl36 zuiv_NfoDN=ypOBEn778;zjM<4GSB_hFPEwJ3FtcFy)`BK7s+lN@5x`F=V9Et;2+5^ zKLWp){O)FQ@^rC*~Mg6EJ zn(w-t2j2V58TWo}gu7n-?&DhU66ktdm*>?0t^wVzqhKG<`{lkJ0SAD-OV20rv=4$W zOm_2zz5|HDA*d%m8Z_rm+3zW2}j7=GtwW8zU?{2jY_-ebAz z7*r+h0`_Cr7l8x7xZh!4QepoU{yuTq^LqB(JIgmt-8G=^Ep)Z-Ox*dU-MPLN?3Km+ z0)Gk~zc-9?Kb&LElTBdkgZJJz`!R1@ii`gAn|B}B3aVqa_1)jcLEpXa%Kg+Y4hEkA zLq{}zIT-oF`RiWz_7taoK71X0-pmm!|l($x`SJjeQ~nKJkj2ae`T^q+@~pC)c+Yc8$4G9y|?GF-wN%+ z``HA3PFywac}>Od?`i$^?L7Vp?)T5v;26-~+7Xyco97fW?6FeII;IhOmh1Kuru@t#sg_EjwPbw1g0ysMCZl>8mx<#iNG^Ie>=hLua-~e zh&pmVmw?NOQ&(<$5Aca(_jkE=e`j=&Fst3G1x}7sHovO8@?(b1VPL z_`O$tf2iwwR=3jb{<+V4QoMD%x7t0w-I-k-=Y{9?BItcr-#)9^^ZilJcl;7)U&9lR z{$s8@i(OrRzc?q3#El zI$!cU-)EeU>sg)r_WN{}zu^w-e$Tjnt~2sn=T>;!3;Xik%IiSqxbenq0ll~0SL3|* z#`!KbranT?IQw=T{ys3yIbz+=v#xR4)$={b)r)?r#mD)I?uYAgAI;m8>9@k`li%}> zKI6TGj_*dD&7gC{^~*h%b?6x%-*>UDKv!v=bKX9jqvow8&vjYXI>txcJl^jC<6DT2 z_Zzqcd+0i+?BD%R*Zm2<=ioZkw_opFFL*5&_iHD1@11(u?Z^AJ1N#ope9!wic=YQ% zGv0c8um`uly@{J={C@b8DPH~xycIkMx?ZsbjB|Y(?)SF$#l8=~{XU9$px^Zcn%@c! gJOuaONp0YxpzE~mF}S}g&VjQ*fA`F~1FS3l2W}vALjV8( literal 0 HcmV?d00001 From 074793927dcef72273c03fc708037b241392b1b7 Mon Sep 17 00:00:00 2001 From: Feynman Liang Date: Tue, 18 Sep 2018 00:21:35 -0700 Subject: [PATCH 04/13] Working encode test --- labelbox/lbx.py | 32 ++++++++++++++++++++++++++++---- tests/test_lbx.py | 7 ++++--- 2 files changed, 32 insertions(+), 7 deletions(-) diff --git a/labelbox/lbx.py b/labelbox/lbx.py index d2113a34c..b29c1202c 100644 --- a/labelbox/lbx.py +++ b/labelbox/lbx.py @@ -24,15 +24,19 @@ bytes 0-1 -> R | G value of pixel (superpixel layer #) bytes 2-3 -> # consecutive occurences """ +from io import BytesIO import itertools import struct import numpy as np from PIL import Image +_BACKGROUND_RGBA = [255, 255, 255, 255] +_HEADER_LENGTH = 6 * 4 + def encode(image): - """Converts a `PIL.Image` to a `io.BytesIO` with LBX encoded data. + """Converts a RGB `PIL.Image` to a `io.BytesIO` with LBX encoded data. Args: image (`PIL.Image`): The image to encode. @@ -40,7 +44,27 @@ def encode(image): Returns: A `io.BytesIO` containing the LBX encoded image. """ - return image + im = image.convert('RGBA') + pixel_words = np.array(im).reshape(-1, 4) + + colormap = list(filter(lambda x: not np.all(x == _BACKGROUND_RGBA), + np.unique(pixel_words, axis=0))) + + + input_byte_len = len(np.array(im).flat) + buff = BytesIO(bytes([0] * (len(colormap) * 4 + input_byte_len))) + + offset = _HEADER_LENGTH # make room for header + for color in colormap: + struct.pack_into(' Date: Tue, 18 Sep 2018 01:01:50 -0700 Subject: [PATCH 05/13] Working identity function --- labelbox/lbx.py | 28 ++++++++++++++++-- tests/test_lbx.py | 3 +- .../PNG_transparency_demonstration_2.png | Bin 182568 -> 0 bytes tests/test_lbx/sample.png | Bin 0 -> 4057 bytes 4 files changed, 27 insertions(+), 4 deletions(-) delete mode 100644 tests/test_lbx/PNG_transparency_demonstration_2.png create mode 100644 tests/test_lbx/sample.png diff --git a/labelbox/lbx.py b/labelbox/lbx.py index b29c1202c..dca409f8e 100644 --- a/labelbox/lbx.py +++ b/labelbox/lbx.py @@ -31,7 +31,8 @@ import numpy as np from PIL import Image -_BACKGROUND_RGBA = [255, 255, 255, 255] +_BACKGROUND_RGBA = np.array([255, 255, 255, 255]) +_BACKGROUND_RGBA.flags.writeable = False _HEADER_LENGTH = 6 * 4 @@ -46,6 +47,7 @@ def encode(image): """ im = image.convert('RGBA') pixel_words = np.array(im).reshape(-1, 4) + pixel_words.flags.writeable = False colormap = list(filter(lambda x: not np.all(x == _BACKGROUND_RGBA), np.unique(pixel_words, axis=0))) @@ -55,14 +57,34 @@ def encode(image): buff = BytesIO(bytes([0] * (len(colormap) * 4 + input_byte_len))) offset = _HEADER_LENGTH # make room for header - for color in colormap: + + def _color_to_key(color): + return hash(color.tostring()) + + color_dict = dict() + for i, color in enumerate(colormap): + color.flags.writeable = False struct.pack_into(' 65534: + struct.pack_into('`ee`&`7r1%b!Ovvb2wX~QL%~#0Fatg0st5U0RJvH z0J|mtK*$X6uRuZv00I#K2LHDNc>C-$0RFf1|L*+%Hfb?c9f}|WtO=P@j+5X$r6n*v zU0GYadKI(ij_EMnWH-y3cVtL3`foK~3Sp6vPxT=pb`9UnpUtP3=-&Ma%k?0gDAR?t 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