{
    "info": {
        "author": "Jingpeng Wu",
        "author_email": "jingpeng.wu@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Environment :: Console",
            "Intended Audience :: Developers",
            "Intended Audience :: End Users/Desktop",
            "License :: OSI Approved :: Apache Software License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7"
        ],
        "description": "chunkflow \n----------------------\n[![Documentation Status](https://readthedocs.org/projects/pychunkflow/badge/?version=latest)](https://pychunkflow.readthedocs.io/en/latest/?badge=latest)\n[![Build Status](https://travis-ci.org/seung-lab/chunkflow.svg?branch=master)](https://travis-ci.org/seung-lab/chunkflow)\n[![PyPI version](https://badge.fury.io/py/chunkflow.svg)](https://badge.fury.io/py/chunkflow)\n[![Coverage Status](https://coveralls.io/repos/github/seung-lab/chunkflow/badge.svg?branch=master)](https://coveralls.io/github/seung-lab/chunkflow?branch=master)\n[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)\n\nPerform Convolutional net inference to segment 3D image volume with one single command!\n\n```shell\nchunkflow read-tif --file-name path/of/image.tif -o image inference --convnet-model path/of/model.py --convnet-weight-path path/of/weight.pt --patch-size 20 256 256 --patch-overlap 4 64 64 --num-output-channels 3 -f pytorch --batch-size 12 --mask-output-chunk -i image -o affs write-h5 -i affs --file-name affs.h5 agglomerate --threshold 0.7 --aff-threshold-low 0.001 --aff-threshold-high 0.9999 -i affs -o seg write-tif -i seg -f seg.tif neuroglancer -c image,affs,seg -p 33333 -v 30 6 6\n```\nyou can see your 3D image and segmentation in [Neuroglancer](https://github.com/google/neuroglancer)!\n\n![Image_Segmentation](https://github.com/seung-lab/chunkflow/blob/master/docs/source/_static/image/image_seg.png)\n\n\n\n## Features\n- **Composable** operators. The chunk operators could be freely composed in commandline for flexible usage.\n- **Hybrid Cloud Distributed** computation in both local and cloud computers. The task scheduling frontend and computationally heavy backend are decoupled using AWS Simple Queue Service. The computational heavy backend could be any computer with internet connection and Amazon Web Services (AWS) authentication.\n- All operations support **3D** image volumes.\n\n## Available Operators\nAfter installation, You can simply type `chunkflow` and it will list all the operators with help message. We list the available operators here. We keep adding new operators and will keep it update here. For the detailed usage, please checkout our [Documentation](https://pychunkflow.readthedocs.io/en/latest/).\n\n| Operator Name   | Function |\n| --------------- | -------- |\n| agglomerate     | Watershed and agglomeration to segment affinity map |\n| cloud-watch     | Realtime speedometer in AWS CloudWatch |\n| connected-components | Threshold the boundary map to get a segmentation |\n| copy-var        | Copy a variable to a new name |\n| create-chunk    | Create a fake chunk for easy test |\n| crop-margin     | Crop the margin of a chunk |\n| custom-operator | Import local code as a customized operator |\n| cutout          | Cutout chunk from a local/cloud storage volume |\n| delete-task-in-queue | Delete the task in AWS SQS queue |\n| downsample-upload | Downsample the chunk hierarchically and upload to volume |\n| evaluate-segmentation | Compare segmentation chunks |\n| fetch-task      | Fetch task from AWS SQS queue one by one |\n| generate-tasks  | Generate tasks one by one |\n| inference       | Convolutional net inference |\n| log-summary     | Summary of logs |\n| mask            | Black out the chunk based on another mask chunk |\n| mesh            | Build 3D meshes from segmentation chunk |\n| mesh-manifest   | Collect mesh fragments for object |\n| neuroglancer    | Visualize chunks using neuroglancer |\n| normalize-section-contrast | Normalize image contrast |\n| normalize-section-shang | Normalization algorithm created by Shang |\n| quantize        | Quantize the affinity map |\n| read-h5         | Read HDF5 files |\n| read-tif        | Read TIFF files |\n| save            | Save chunk to local/cloud storage volume |\n| save-pngs       | Save chunk as a serials of png files |\n| view            | Another chunk viewer in browser using CloudVolume |\n| write-h5        | Write chunk as HDF5 file |\n| write-tif       | Write chunk as TIFF file |\n\n\n## Citation\nIf you used this tool and is writing a paper, please cite this [paper](https://arxiv.org/abs/1904.10489):\n```bibtex\n@article{wu2019chunkflow,\n  title={Chunkflow: Distributed Hybrid Cloud Processing of Large 3D Images by Convolutional Nets},\n  author={Wu, Jingpeng and Silversmith, William M and Seung, H Sebastian},\n  journal={arXiv preprint arXiv:1904.10489},\n  year={2019}\n}\n```",
        "description_content_type": "text/markdown",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/seung-lab/chunkflow",
        "keywords": "",
        "license": "Apache License 2.0",
        "maintainer": "",
        "maintainer_email": "",
        "name": "chunkflow",
        "package_url": "https://pypi.org/project/chunkflow/",
        "platform": "",
        "project_url": "https://pypi.org/project/chunkflow/",
        "project_urls": {
            "Homepage": "https://github.com/seung-lab/chunkflow"
        },
        "release_url": "https://pypi.org/project/chunkflow/0.5.6/",
        "requires_dist": null,
        "requires_python": ">=3",
        "summary": "Composable image chunk operators to create pipeline for distributed computation.",
        "version": "0.5.6"
    },
    "last_serial": 5997618,
    "releases": {
        "0.0.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "29e1274533bc9506c1c8a8e4a0ce2f51",
                    "sha256": "2b8b6b00d121858989f805047f270cc2f7f5a2537401434a5615c2a295c2444b"
                },
                "downloads": -1,
                "filename": "chunkflow-0.0.2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "29e1274533bc9506c1c8a8e4a0ce2f51",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 22643,
                "upload_time": "2019-02-11T14:27:05",
                "url": "https://files.pythonhosted.org/packages/b5/4a/02e00b272c4b754b93d4f69c8b233bf6454e6c2aab599236fc02e9dd377f/chunkflow-0.0.2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "958d5de73f56187ee262de5b19b4384c",
                    "sha256": "00ba62a18d380cfde0c24461a29a5051c48f91f44ffc106bafd348bdb3eba6af"
                },
                "downloads": -1,
                "filename": "chunkflow-0.0.2.tar.gz",
                "has_sig": false,
                "md5_digest": "958d5de73f56187ee262de5b19b4384c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 14839,
                "upload_time": "2019-02-11T14:27:07",
                "url": "https://files.pythonhosted.org/packages/11/95/f6dcc6b620b875037e20373a4cb3895e75c99acd9ff1a615b37b3ac1203a/chunkflow-0.0.2.tar.gz"
            }
        ],
        "0.1.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1071f7b9ec22ba1594cf5929b0f04f6e",
                    "sha256": "7b2ff2bb88dc3796784d92f03b3b71b341081086c4a318c34386cff107952757"
                },
                "downloads": -1,
                "filename": "chunkflow-0.1.0-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "1071f7b9ec22ba1594cf5929b0f04f6e",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 2685,
                "upload_time": "2019-02-26T14:41:47",
                "url": "https://files.pythonhosted.org/packages/fe/f2/801ad547a08e94b578fa3c9d54e34bfb1894253cc91caca296c75d43a610/chunkflow-0.1.0-py2.py3-none-any.whl"
            }
        ],
        "0.1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b5904deb77dabecbb3df604f823ebe6f",
                    "sha256": "9e85376b605aecef3eb5360080a2ef41d4598f621c7af0a0082dd45676dbea59"
                },
                "downloads": -1,
                "filename": "chunkflow-0.1.1-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "b5904deb77dabecbb3df604f823ebe6f",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 2670,
                "upload_time": "2019-02-26T21:44:40",
                "url": "https://files.pythonhosted.org/packages/33/63/d93acfe02f643f1d9c8070bb5705b1ea5a1e989313ea226270c43288ae10/chunkflow-0.1.1-py2.py3-none-any.whl"
            }
        ],
        "0.1.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "9bee52ee80abc214f596ef80a0739347",
                    "sha256": "1275e49e29c9d40d60eb89b8789785f469b6e2fa7eed6323ddbd56bd176e2958"
                },
                "downloads": -1,
                "filename": "chunkflow-0.1.2-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "9bee52ee80abc214f596ef80a0739347",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 2671,
                "upload_time": "2019-02-26T22:06:04",
                "url": "https://files.pythonhosted.org/packages/08/04/d31316e716c35345d1b690df1dc2ffbcb8e93d8246634891ad031b80e6d1/chunkflow-0.1.2-py2.py3-none-any.whl"
            }
        ],
        "0.1.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a8036a08442e5b3f1de126f2b38bdbcf",
                    "sha256": "c0f4bd47b50f8bf00a75c65675ebbe2ed06042251db6bc45f04b656637413778"
                },
                "downloads": -1,
                "filename": "chunkflow-0.1.3-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "a8036a08442e5b3f1de126f2b38bdbcf",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 6805,
                "upload_time": "2019-03-01T14:45:10",
                "url": "https://files.pythonhosted.org/packages/6f/43/7d1cc0782f4834288a872eac1603ee717ded5af55e0b5ce345a64abb0ab8/chunkflow-0.1.3-py2.py3-none-any.whl"
            }
        ],
        "0.2.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f501691f8c71d852a33beed3f1517b46",
                    "sha256": "de765cb707b41165c3c383a5cc85e279a5c38a4750f143713e5954a59d839f36"
                },
                "downloads": -1,
                "filename": "chunkflow-0.2.0-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "f501691f8c71d852a33beed3f1517b46",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 6794,
                "upload_time": "2019-03-03T14:49:33",
                "url": "https://files.pythonhosted.org/packages/e1/b5/f5c8947cd0956526339df75bb8bace4b55c7c46b44acfbc34afe35fa1947/chunkflow-0.2.0-py2.py3-none-any.whl"
            }
        ],
        "0.2.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2f11e97718c21f57736371d0906bb2ce",
                    "sha256": "3e8aa74b6b5e7a87bd50a43684fa98ad26dfec0b3685cfb817f82bfd1d759f70"
                },
                "downloads": -1,
                "filename": "chunkflow-0.2.3-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "2f11e97718c21f57736371d0906bb2ce",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 6921,
                "upload_time": "2019-03-05T15:22:02",
                "url": "https://files.pythonhosted.org/packages/a4/e0/309c847616462c4ed4ccaf487740a34d2fd33b0d74ff10fdfd4b6b83b7a3/chunkflow-0.2.3-py2.py3-none-any.whl"
            }
        ],
        "0.2.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "38149dfbce4f9f3fd85ea6b57d20f3a2",
                    "sha256": "197f81626a1214dfa3c1047ba09726a5ca6be8ffac98330545e1ddb6f1a36cc4"
                },
                "downloads": -1,
                "filename": "chunkflow-0.2.4-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "38149dfbce4f9f3fd85ea6b57d20f3a2",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 6922,
                "upload_time": "2019-03-07T14:11:02",
                "url": "https://files.pythonhosted.org/packages/cf/00/927ee050389ef5c33c544e5930b019a4b415722e9d0c139e05bfd957ba3a/chunkflow-0.2.4-py2.py3-none-any.whl"
            }
        ],
        "0.2.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "bb09db39003367d895d2cf0b1c79b193",
                    "sha256": "560d1f8025802f376505eae417533d3ecd97dedeb77347b1cf0ba3810a3c8d96"
                },
                "downloads": -1,
                "filename": "chunkflow-0.2.6-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "bb09db39003367d895d2cf0b1c79b193",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 7203,
                "upload_time": "2019-03-11T19:51:37",
                "url": "https://files.pythonhosted.org/packages/d7/77/a9bfd22c13d1d3b97526d9b22750ccdc37f0fe04f9f6db663bb0f5359537/chunkflow-0.2.6-py2.py3-none-any.whl"
            }
        ],
        "0.2.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "99a353a292181ec396d81ee1a49d68bc",
                    "sha256": "81ee2699de1901262d3b62bbdf095613fa7c873945a6a0de0e12f0b1760fc665"
                },
                "downloads": -1,
                "filename": "chunkflow-0.2.7-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "99a353a292181ec396d81ee1a49d68bc",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 14095,
                "upload_time": "2019-07-12T16:07:22",
                "url": "https://files.pythonhosted.org/packages/89/79/0b885eb6a4ae4b47ce11363fa7718749d9b94e2ad1ce30676214989fbb43/chunkflow-0.2.7-py2.py3-none-any.whl"
            }
        ],
        "0.2.8": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7b05e5b298935fbf361a1651d6dfad97",
                    "sha256": "24a574023a40489f0ec7472c29a46ef309afcefd8a3c21b8ae9374d0651bb02f"
                },
                "downloads": -1,
                "filename": "chunkflow-0.2.8-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "7b05e5b298935fbf361a1651d6dfad97",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 14153,
                "upload_time": "2019-07-12T16:10:37",
                "url": "https://files.pythonhosted.org/packages/09/6d/245fd049fe668911bf747d97f38752a50bd69d32f423a8af579588ff274b/chunkflow-0.2.8-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "18d5bb6f2e22ea9e35e159de61305534",
                    "sha256": "abd7911e21c707b6192f90d1e7176e1a32a4d369c6daac84be54807d5c57df78"
                },
                "downloads": -1,
                "filename": "chunkflow-0.2.8.tar.gz",
                "has_sig": false,
                "md5_digest": "18d5bb6f2e22ea9e35e159de61305534",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 29630,
                "upload_time": "2019-07-12T17:39:00",
                "url": "https://files.pythonhosted.org/packages/d9/57/0126a947a7d1c02bcc3922b74e7981c17151bc11d8a3532a814606f1e326/chunkflow-0.2.8.tar.gz"
            }
        ],
        "0.2.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "17e727226e14faa4e6e2329bc444b4b5",
                    "sha256": "45f906583d00ba8ee1a28286a97b11cf4dcdf12f39fb386a8311840ecf6ab6f4"
                },
                "downloads": -1,
                "filename": "chunkflow-0.2.9.tar.gz",
                "has_sig": false,
                "md5_digest": "17e727226e14faa4e6e2329bc444b4b5",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 29637,
                "upload_time": "2019-07-12T17:40:35",
                "url": "https://files.pythonhosted.org/packages/d2/19/9d2c8f882aff7112ea46b80cdded4d876f94c3b4ded97c9ec5aed9f29be4/chunkflow-0.2.9.tar.gz"
            }
        ],
        "0.3.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "46b6ce7f9944158adcb590933e1c416a",
                    "sha256": "4895ad9667d1d6909371afb589c228c1def1eb449690b818a7413a8278826cf1"
                },
                "downloads": -1,
                "filename": "chunkflow-0.3.0.tar.gz",
                "has_sig": false,
                "md5_digest": "46b6ce7f9944158adcb590933e1c416a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 36096,
                "upload_time": "2019-07-12T17:42:31",
                "url": "https://files.pythonhosted.org/packages/45/e3/588b04c439c892d29c0911e435a41f269575cd194fda53767a7c27c6f7be/chunkflow-0.3.0.tar.gz"
            }
        ],
        "0.3.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b5997296e8a9cbd889d126bb3e539a47",
                    "sha256": "545ea9362c1f57c33a6b6a8c3e3348bb4f8c9aa6a91b6375856e75291fc08eb5"
                },
                "downloads": -1,
                "filename": "chunkflow-0.3.1.tar.gz",
                "has_sig": false,
                "md5_digest": "b5997296e8a9cbd889d126bb3e539a47",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 38224,
                "upload_time": "2019-07-12T20:27:23",
                "url": "https://files.pythonhosted.org/packages/12/21/4dc5c5f9f53586b94f208b66f4fa2ba2c6c025204995e2f9303c2fd36944/chunkflow-0.3.1.tar.gz"
            }
        ],
        "0.3.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "23794759f83848208578fd0cb09c97a6",
                    "sha256": "b283f31a6cf1c3644ab206af67aa1d892ba8b68dcf547c2e6d267ee632044846"
                },
                "downloads": -1,
                "filename": "chunkflow-0.3.2.tar.gz",
                "has_sig": false,
                "md5_digest": "23794759f83848208578fd0cb09c97a6",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.5",
                "size": 39818,
                "upload_time": "2019-08-05T22:17:14",
                "url": "https://files.pythonhosted.org/packages/f1/43/05b00b451e0314f32cdf1fee3f448a4c931a28d7ed74130b79edaa2775b1/chunkflow-0.3.2.tar.gz"
            }
        ],
        "0.4.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1c0038c6aec5a0d5ab568fd1bf8728d6",
                    "sha256": "7cca88c64b47c02d84486b424334e2e2eff18656a96049aaa7391be2ab515c07"
                },
                "downloads": -1,
                "filename": "chunkflow-0.4.0.tar.gz",
                "has_sig": false,
                "md5_digest": "1c0038c6aec5a0d5ab568fd1bf8728d6",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.5",
                "size": 45758,
                "upload_time": "2019-08-10T03:34:38",
                "url": "https://files.pythonhosted.org/packages/1d/ed/8e37abb30eea9797844f8bf2acb3b371b065c556b7c1eec6588f27a77690/chunkflow-0.4.0.tar.gz"
            }
        ],
        "0.5.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "33ddcc22f854994c1394b7a28b223bd6",
                    "sha256": "fdafc9a360f3e8668ed02bbb9416203466b1b022b6b12b9dff46aaebdc4878d2"
                },
                "downloads": -1,
                "filename": "chunkflow-0.5.0.tar.gz",
                "has_sig": false,
                "md5_digest": "33ddcc22f854994c1394b7a28b223bd6",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.5",
                "size": 48738,
                "upload_time": "2019-08-15T17:15:27",
                "url": "https://files.pythonhosted.org/packages/3c/96/f44a0d4d4e3d32347e070a5430300abd6db965051a1ea84b0f6807bdf83d/chunkflow-0.5.0.tar.gz"
            }
        ],
        "0.5.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4c8de24a7da35f2d0470646f8ca55c96",
                    "sha256": "05c814a49d735f51a7a2dde3c99c82d8de00ca7f100c18058221ec817378dd9e"
                },
                "downloads": -1,
                "filename": "chunkflow-0.5.1.tar.gz",
                "has_sig": false,
                "md5_digest": "4c8de24a7da35f2d0470646f8ca55c96",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.5",
                "size": 48820,
                "upload_time": "2019-08-16T01:12:45",
                "url": "https://files.pythonhosted.org/packages/04/ad/1fcd6bc18cabecb7591001e18dbeade05ab34a72a1c5b3bd401a50c32322/chunkflow-0.5.1.tar.gz"
            }
        ],
        "0.5.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "8de1fa25fe5610b9a713eddea9c10622",
                    "sha256": "0b28b8d206ce7ed16d0c3767dfe8cbbcf2543c5029b5bf6f7c26671c48fd92ae"
                },
                "downloads": -1,
                "filename": "chunkflow-0.5.2.tar.gz",
                "has_sig": false,
                "md5_digest": "8de1fa25fe5610b9a713eddea9c10622",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3",
                "size": 49473,
                "upload_time": "2019-08-16T20:55:27",
                "url": "https://files.pythonhosted.org/packages/73/1b/0f73e88463ceb72953e15805e6255b61bdb3d436d2263b669bc7c2876eef/chunkflow-0.5.2.tar.gz"
            }
        ],
        "0.5.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "fd1d1e6fcff3c031f5fd148e5c814053",
                    "sha256": "a863f1e7eb6024b01b107cbb22f698a605273a4835088f0ee24b2e14402397d2"
                },
                "downloads": -1,
                "filename": "chunkflow-0.5.3.tar.gz",
                "has_sig": false,
                "md5_digest": "fd1d1e6fcff3c031f5fd148e5c814053",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3",
                "size": 49469,
                "upload_time": "2019-08-16T21:12:07",
                "url": "https://files.pythonhosted.org/packages/98/ba/735e2f2fe1e6240e6e5739cb7e4e71c344ec82719127569f8e1683dd45d7/chunkflow-0.5.3.tar.gz"
            }
        ],
        "0.5.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b2abe7bdb3305bf15d2e57a251ff003a",
                    "sha256": "8b672be3fd66fae9e58ae8f5c0f1489f6277d7a1f95f4b1a9538f5893a5f7cf3"
                },
                "downloads": -1,
                "filename": "chunkflow-0.5.6.tar.gz",
                "has_sig": false,
                "md5_digest": "b2abe7bdb3305bf15d2e57a251ff003a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3",
                "size": 54425,
                "upload_time": "2019-10-18T21:16:38",
                "url": "https://files.pythonhosted.org/packages/29/59/e40c60bd0c9989038a078c46cc25babb0828e8ab745fedfc55c1a37ddace/chunkflow-0.5.6.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "b2abe7bdb3305bf15d2e57a251ff003a",
                "sha256": "8b672be3fd66fae9e58ae8f5c0f1489f6277d7a1f95f4b1a9538f5893a5f7cf3"
            },
            "downloads": -1,
            "filename": "chunkflow-0.5.6.tar.gz",
            "has_sig": false,
            "md5_digest": "b2abe7bdb3305bf15d2e57a251ff003a",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3",
            "size": 54425,
            "upload_time": "2019-10-18T21:16:38",
            "url": "https://files.pythonhosted.org/packages/29/59/e40c60bd0c9989038a078c46cc25babb0828e8ab745fedfc55c1a37ddace/chunkflow-0.5.6.tar.gz"
        }
    ]
}