{
    "info": {
        "author": "C3NZ",
        "author_email": "cenz@cenz.io",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 2 - Pre-Alpha",
            "Environment :: Console",
            "License :: OSI Approved :: MIT License",
            "Operating System :: MacOS",
            "Operating System :: POSIX :: Linux",
            "Topic :: Security"
        ],
        "description": "# deepdos\n\n## Description\nWelcome to deepdos, the python program written to monitor and potentially secure your network\nfrom ddos attacks! While not currently utilizing deep learning to classify packets, deepdos currently\nutilizes logistic regression in order to classify packets and has so far been trained on 200,000 packets from\nall sorts of DDOS attacks and normal traffic setup. This project couldn't have been\ndone without the help of the Canadian Institute for Cybersecurity with providing both the original flow dataset \nand tool to create flow csvs from .pcap files. Their site and all resources have been linked at the bottom.\n\n\n## Goals\n### Short term goals\n- [ ] Add LR test metrics on startup\n- [ ] Update LR to use better data for better performance\n- [x] Add command line interface\n\n### Long term goals\n- [ ] Convert Logistic regression model to a neural network\n- [ ] Support both macos and Linux (potentially Windows as well if pcap is easy)\n- [ ] Add ddos mitigation/firewall rule support\n\n## How to run/setup\n### Running from scratch\ndeepdos is currently only available on linux, but can simply be run by these two commands:\n```bash\n# clone repo\ngit clone https://github.com/C3NZ/deepdos\n\n# Install dependencies and setup the projects virtual environment\nsource bash/setup.sh\n\n# Execute the script (Needs sudo in order to execute both tcpdump and iptables)\npython3 main.py -h\n```\nThis will load you into a virtualenv with all of the dependencies installed and ready to use.\n\nTo remove all of the dependencies after you're done using the tool, you can simply run:\n```bash\nsource bash/remove.sh\n```\n\nand then remove the folder from your computer :)\n\nThis will immediately start creating necessary folders, capturing packets, and then identifying\nthe traffic that is being exchanged in and out of your current computer.\n\nThis also assumes that you have java installed for the program to execute the CICFlowMeter jar\nfile.\n\n### Installing with pip\n#### Linux\n```bash\nsudo apt install libpcap-dev python3-dev python3-setuptools\npip3 install deepdos\n```\n\n#### Macos\n```bash\nbrew install libpcap\npip3 install deepdos\n```\n## Usage\n```\nusage: main.py [-h] [-i INTERFACE] [-n NAUGHTY_COUNT] [--find-interface]\n               [--firewall FIREWALL] [--model-type MODEL_TYPE]\n\nWelcome to deepdos, the machine learning/ai based ddos analysis/mitigation\nservice\n\noptional arguments:\n  -h, --help            show this help message and exit\n  -i INTERFACE          [REQUIRES SUDO] The network interface for deepdos to\n                        listen to (default: None)\n  -n NAUGHTY_COUNT      The amount of malicious flows that can come from a\n                        given address (default: 10)\n  --find-interface      List all of your devices network interfaces. Good if\n                        you don't know what interfaces your device has\n                        (default: False)\n  --firewall FIREWALL   [REQUIRES SUDO] Turn on firewall mode for the given\n                        system. linux for Linux systems and macos for mac (Not\n                        yet supported) (default: None)\n  --model-type MODEL_TYPE\n                        The model that you would like to use for classifying\n                        the data (default: lr-stable-0.9.0.pickle)\nusage: src [-h] [-i INTERFACE] [-n NAUGHTY_COUNT] [--find-interface]\n           [--firewall FIREWALL] [--model-type MODEL_TYPE]\n```\n\n## How to deploy\nYou can deploy this on your own machine, but production use will come in the future.\n\n## Live deployments\nThis will be on pypi soon :)\n\n## How to contribute\nFork the current repository and then make the changes that you'd like to said fork. Upon adding features, fixing bugs,\nor whatever modifications you've made to the project, issue a pull request to this repository containing the changes that you've made\nand I will evaluate them before taking further action. This process may take anywhere from 3-7 days depending on the scope of the changes made, \nmy schedule, and any other variable factors.\n\n## Resources\n[UNB datasets](https://www.unb.ca/cic/datasets/)\n\n[CICnetflowmeter](http://www.netflowmeter.ca/netflowmeter.html)\n\n[CIC License](CIC_LICENSE.txt)\n\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/C3NZ/deepdos",
        "keywords": "",
        "license": "MIT",
        "maintainer": "",
        "maintainer_email": "",
        "name": "deepdos",
        "package_url": "https://pypi.org/project/deepdos/",
        "platform": "",
        "project_url": "https://pypi.org/project/deepdos/",
        "project_urls": {
            "Homepage": "https://github.com/C3NZ/deepdos"
        },
        "release_url": "https://pypi.org/project/deepdos/0.9.95/",
        "requires_dist": [
            "numpy (==1.17.2)",
            "pandas (==0.25.1)",
            "psutil (==5.6.3)",
            "python-iptables (==0.14.0)",
            "scikit-learn (==0.21.3)",
            "wheel (==0.32.3)"
        ],
        "requires_python": "",
        "summary": "A machine learning/AI based approach to protecting your devices against ddos attacks",
        "version": "0.9.95"
    },
    "last_serial": 5946618,
    "releases": {
        "0.9.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "657029ff3b3783c593c1da3ce03e2ffd",
                    "sha256": "33e71a73e804484e115995f6724177d66130f7444747541599903537751c6d2f"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "657029ff3b3783c593c1da3ce03e2ffd",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 11909,
                "upload_time": "2019-10-07T02:33:34",
                "url": "https://files.pythonhosted.org/packages/ab/66/35d85d4d9d83a74fd1516a222c9fdacd059f8399ae90209737f703720676/deepdos-0.9.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "82f321694eff362ee931f09a32f6718d",
                    "sha256": "e7db7b6d9b2e951ef71682bc2ce76b85ee19544f57d9c7478558257f73ac3e1c"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.0.tar.gz",
                "has_sig": false,
                "md5_digest": "82f321694eff362ee931f09a32f6718d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16590143,
                "upload_time": "2019-10-07T02:34:13",
                "url": "https://files.pythonhosted.org/packages/ce/7a/337decdc846356247c0edf592ac23ae55f611cc1ffa2d586006d0d8eed4e/deepdos-0.9.0.tar.gz"
            }
        ],
        "0.9.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6215b41e768230a693d8d7eb5797d99c",
                    "sha256": "283e6fb2f4c79f60057965ba9c9dcc4e2052f464e12fbf03752cc5876dce06b3"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "6215b41e768230a693d8d7eb5797d99c",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 12700,
                "upload_time": "2019-10-07T02:42:38",
                "url": "https://files.pythonhosted.org/packages/9b/85/581242a75ae1c75d81e8a1be57f41d7454c0f3008659d4b3eb1c3e1d7ca7/deepdos-0.9.1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "66f2810d13ea135b72026b1381160c0d",
                    "sha256": "d8e0cbc297f2729a41a6ff51cfd8633821f72bd0ec06ec8d93dc4f36f1e4ada3"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.1.tar.gz",
                "has_sig": false,
                "md5_digest": "66f2810d13ea135b72026b1381160c0d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16590116,
                "upload_time": "2019-10-07T02:42:44",
                "url": "https://files.pythonhosted.org/packages/2e/b7/c2a397ae2ddf8ffee96340b6dc25c63a269cf57e8dab6380fe70b3ec0f32/deepdos-0.9.1.tar.gz"
            }
        ],
        "0.9.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "15b314823131d2bb81d0f776f7eabc54",
                    "sha256": "fcd7288026b19308be2d8236e21007c013df54764f3792c3af89ed1cdee2be54"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "15b314823131d2bb81d0f776f7eabc54",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 12706,
                "upload_time": "2019-10-07T02:44:59",
                "url": "https://files.pythonhosted.org/packages/12/78/52ca60b0a9422ea0072ecae24aa0a8acda4d975e72eb242cc06c28a87eb2/deepdos-0.9.2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "9d56b8e3784d8b2f50315be2928de0ea",
                    "sha256": "6d6556a1eaa36bd344ac487bf39e58dba3442e7b026db0b2b390b80409d09ecb"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.2.tar.gz",
                "has_sig": false,
                "md5_digest": "9d56b8e3784d8b2f50315be2928de0ea",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16590114,
                "upload_time": "2019-10-07T02:45:06",
                "url": "https://files.pythonhosted.org/packages/93/d1/a0a9b13c647320b8e8496b1d38f49ccbb67d68ed7feddcc0b86ad93a99cc/deepdos-0.9.2.tar.gz"
            }
        ],
        "0.9.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2ccd2e6d08eeba455b8c7d7c63451961",
                    "sha256": "42d412dc6de21f80939c85433c66aee069b95cbdfabf415b34c45fcf76bffff9"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.3-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "2ccd2e6d08eeba455b8c7d7c63451961",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 12870,
                "upload_time": "2019-10-07T02:54:16",
                "url": "https://files.pythonhosted.org/packages/2e/4b/a33cfef858987840bfc889814ccf40cccb20ed489c0226eb9f35fb9b4332/deepdos-0.9.3-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "e118f802eae2a9e2d2722a2b69615599",
                    "sha256": "e42adb3731fe1bb91f674ccf69c1f62234fbce769d05abde1af6392abecf1045"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.3.tar.gz",
                "has_sig": false,
                "md5_digest": "e118f802eae2a9e2d2722a2b69615599",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16590415,
                "upload_time": "2019-10-07T02:54:23",
                "url": "https://files.pythonhosted.org/packages/26/7c/779745e650ad0880bfd8f34906e3ea59338a837449f654efe887eacb06ff/deepdos-0.9.3.tar.gz"
            }
        ],
        "0.9.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f3dcb83bab7f3e387213491a5c196031",
                    "sha256": "0d2a422d9dbeaf17f50ed98540813c9f65258c9ee73df79eaac698fb95397dfa"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.4-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "f3dcb83bab7f3e387213491a5c196031",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 21804,
                "upload_time": "2019-10-07T03:28:29",
                "url": "https://files.pythonhosted.org/packages/92/f7/3de59f4789929609a90010e51f9169d51e05ff2579640efa3010d00bd481/deepdos-0.9.4-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "4358f62e5362ee4c95c48b266133ac83",
                    "sha256": "ec987c768a4fbe0ac1c215a382c239bf1e33a1287753f16a43f01105fe5fe955"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.4.tar.gz",
                "has_sig": false,
                "md5_digest": "4358f62e5362ee4c95c48b266133ac83",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 11904,
                "upload_time": "2019-10-07T03:28:31",
                "url": "https://files.pythonhosted.org/packages/81/a6/5bec819249debf4c656e119ce08f70c56f0e9a827dbed3bff35af0881317/deepdos-0.9.4.tar.gz"
            }
        ],
        "0.9.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3eb1ce5d6494d2d37237da2e2ad1341a",
                    "sha256": "e0353f83956a6c55e008a821043cbb4a637eb672946634df2997230062509d6b"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.5-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "3eb1ce5d6494d2d37237da2e2ad1341a",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 16638177,
                "upload_time": "2019-10-07T03:36:08",
                "url": "https://files.pythonhosted.org/packages/b4/33/eb145029f312c91e59eebc6da47ebc35ed6a2ee43e0e3cdb900a94195d43/deepdos-0.9.5-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "d731bc05b5dad7c8764e93a6739d6ab3",
                    "sha256": "b4dda0c85aaffdfa6c91ee5831891319a20b1c3433e739a5e624a64dbf962bbf"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.5.tar.gz",
                "has_sig": false,
                "md5_digest": "d731bc05b5dad7c8764e93a6739d6ab3",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16589665,
                "upload_time": "2019-10-07T03:36:17",
                "url": "https://files.pythonhosted.org/packages/34/58/3b63c9c5330cf471fee5a6cc5f175be903e461aa16270c91c2740361af6c/deepdos-0.9.5.tar.gz"
            }
        ],
        "0.9.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "ab18436125346d6301111dbcf0963dbd",
                    "sha256": "c9ed4341e5197123c3bef8803755393a22ea59d030d8924dfdbfaf1e57f23be3"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.6-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "ab18436125346d6301111dbcf0963dbd",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 16638232,
                "upload_time": "2019-10-07T03:41:58",
                "url": "https://files.pythonhosted.org/packages/ac/59/9f78cf0df2f5b8efdcbf2f77df9459cd2258735c4d354e68a0ebd0c80997/deepdos-0.9.6-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "0c5ab7195e9dd4676fd98cda01bcc32d",
                    "sha256": "f2af1a4aa227231f463e721ee6581ebcaf24226a45c6276f2a58a179718221ee"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.6.tar.gz",
                "has_sig": false,
                "md5_digest": "0c5ab7195e9dd4676fd98cda01bcc32d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16589815,
                "upload_time": "2019-10-07T03:42:05",
                "url": "https://files.pythonhosted.org/packages/df/c7/1ab3795ea42fe622d10f21a08c486eec0509069255b4e38cb64998a8871c/deepdos-0.9.6.tar.gz"
            }
        ],
        "0.9.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "754f393f389653716c26886bae10c356",
                    "sha256": "e86ff449df4765e9ad7e1e6a8fb1065f8a434890def52d5c1f06af639ab69bdb"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.7-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "754f393f389653716c26886bae10c356",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 16638832,
                "upload_time": "2019-10-07T08:51:34",
                "url": "https://files.pythonhosted.org/packages/f9/09/81232388086abcb3e653edc73f702d2b84bd23291d54dd78b7a4513bb22f/deepdos-0.9.7-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "16a1842f78fc7528d05db9fa4df3e680",
                    "sha256": "b99bcd67fbad17dcb531559fae5027034a09da32612b9c038f5e0e16406a0183"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.7.tar.gz",
                "has_sig": false,
                "md5_digest": "16a1842f78fc7528d05db9fa4df3e680",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16590225,
                "upload_time": "2019-10-07T08:51:42",
                "url": "https://files.pythonhosted.org/packages/3b/88/74454113e49e15f03e7fe4f58684002863b557c7294a12fda682775b53c0/deepdos-0.9.7.tar.gz"
            }
        ],
        "0.9.8": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c85255405da0ded0f84793428103ebb1",
                    "sha256": "1a2bacda0faae2f7febec992967ae0acfe1be398f2eea4508cfa5e52f773fc07"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.8-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "c85255405da0ded0f84793428103ebb1",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 16638976,
                "upload_time": "2019-10-07T09:24:04",
                "url": "https://files.pythonhosted.org/packages/8d/ef/0000dd1f09182bcac3488ce5e0090161870dc7bc68ca8a2eca49ff8e7e8e/deepdos-0.9.8-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "e30aa50d8aa1d6313a50d38c69ef57a3",
                    "sha256": "4a43c5abd9d1c8af4b6f858c07c2f5722ef23302cf75d6475103d0fdffc37ce2"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.8.tar.gz",
                "has_sig": false,
                "md5_digest": "e30aa50d8aa1d6313a50d38c69ef57a3",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16590396,
                "upload_time": "2019-10-07T09:24:12",
                "url": "https://files.pythonhosted.org/packages/51/1a/41eb4e798645b901aa9a8b248b0608e45e64b80cd4ae1a0e954b731cb2fe/deepdos-0.9.8.tar.gz"
            }
        ],
        "0.9.81": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6631fc77c80355bcbf0fa93d41622bc9",
                    "sha256": "d013241a2696e3ba7a464c0dec516621119ff384c4962cc47829ebfa2657f6d8"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.81-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "6631fc77c80355bcbf0fa93d41622bc9",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 16639050,
                "upload_time": "2019-10-07T09:34:56",
                "url": "https://files.pythonhosted.org/packages/37/3a/3332040fc2a80bf133cd23431b4d8cea4acf8ccb0705886f6881c7b27ef1/deepdos-0.9.81-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "b36eee01481f64a44d662a07d974e34f",
                    "sha256": "f5d2e28e6c168657d67e6dae643e716e5b2eb032c38ded32c210883a528d28c4"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.81.tar.gz",
                "has_sig": false,
                "md5_digest": "b36eee01481f64a44d662a07d974e34f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16590396,
                "upload_time": "2019-10-07T09:35:05",
                "url": "https://files.pythonhosted.org/packages/1a/a4/9afbda629df4ea14941f94fc749cdd48ab0e9ffa992fd5ec193ceea58f99/deepdos-0.9.81.tar.gz"
            }
        ],
        "0.9.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a2caee5a6d93eb0970e3248757e9cc29",
                    "sha256": "a15e8eabd48b2821b5b17d6b2b04c6bb102c3c10eaaff4e03258a9c3dc405dbd"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.9-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "a2caee5a6d93eb0970e3248757e9cc29",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 16639036,
                "upload_time": "2019-10-07T09:39:20",
                "url": "https://files.pythonhosted.org/packages/bc/69/a611d3ddcd57d15da6b359127038960b2c1f3793e0a1887376fc8304de79/deepdos-0.9.9-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "886cdfcf8f96b6b9714626499f6913ae",
                    "sha256": "51b2d16ef512415718de9a9d59519f68e8bac4feed2d7b77af636563bdd8f63d"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.9.tar.gz",
                "has_sig": false,
                "md5_digest": "886cdfcf8f96b6b9714626499f6913ae",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16590441,
                "upload_time": "2019-10-07T09:39:27",
                "url": "https://files.pythonhosted.org/packages/09/88/a5663d4d42f6bcfbcaabe23de62134da9d31ca2c8e7b034b4d033733db14/deepdos-0.9.9.tar.gz"
            }
        ],
        "0.9.91": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "23350947796d2dd2276291d6e86cab3a",
                    "sha256": "1bb9c316d29c3d2c91b25308c01cbfa85eaab1b8c1a90170a5dbc209e2f0c0b5"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.91-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "23350947796d2dd2276291d6e86cab3a",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 16640921,
                "upload_time": "2019-10-07T09:57:00",
                "url": "https://files.pythonhosted.org/packages/a9/39/2eac05c2c106f674520ab0ba37170c8da7f27042a15da3e9e508da481d26/deepdos-0.9.91-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "03900c5bc65efd0efc9d6ac22d5852cd",
                    "sha256": "83b7a147061613bf0a1a040e3a70866efa9194158a2e2929941da416eeb1b2b1"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.91.tar.gz",
                "has_sig": false,
                "md5_digest": "03900c5bc65efd0efc9d6ac22d5852cd",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16591326,
                "upload_time": "2019-10-07T09:57:07",
                "url": "https://files.pythonhosted.org/packages/9a/ea/8ecdb89fa544244d19b855883bbdbd70e01928814c8316e6ce4e1caedd91/deepdos-0.9.91.tar.gz"
            }
        ],
        "0.9.92": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "72be14a35ac54174d29ba6606f55772a",
                    "sha256": "18c36756e511a4a54d25e4a1d15a070d393b93f647efd8a4d80983d0ab65954e"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.92-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "72be14a35ac54174d29ba6606f55772a",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 16351596,
                "upload_time": "2019-10-07T18:58:01",
                "url": "https://files.pythonhosted.org/packages/b0/08/b0517c77c82a821036fea8f09bf75821350af257406e739d55df484759f2/deepdos-0.9.92-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "51bfde4fd505716608edb0b9f2d93055",
                    "sha256": "f953071effa44fd12d51deb94b71ae11e71c55d40ed7863b6f7b6d5c365c9e22"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.92.tar.gz",
                "has_sig": false,
                "md5_digest": "51bfde4fd505716608edb0b9f2d93055",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16336336,
                "upload_time": "2019-10-07T18:58:17",
                "url": "https://files.pythonhosted.org/packages/7b/d3/ae88d30cfb3e629e186daca79532555e1a425d26f03c98e2aa5cc542350f/deepdos-0.9.92.tar.gz"
            }
        ],
        "0.9.93": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "5168a873d783fb63dcc6486e0fe677d1",
                    "sha256": "ea68476a187e942d87e264c62724f40130f481f63b781206f4cdf19346d1f471"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.93-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "5168a873d783fb63dcc6486e0fe677d1",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 16351667,
                "upload_time": "2019-10-07T21:34:17",
                "url": "https://files.pythonhosted.org/packages/56/5a/cf34dc5adf44e2e97e2a133368c55886ba3a693bd82a606697d82b20a9b7/deepdos-0.9.93-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "7cc11719a78d32d6ef23b65b00822307",
                    "sha256": "eda2058643e18e43147699e007eb6388aed9893ededa2ff841f9645d67a8b453"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.93.tar.gz",
                "has_sig": false,
                "md5_digest": "7cc11719a78d32d6ef23b65b00822307",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16336445,
                "upload_time": "2019-10-07T21:34:32",
                "url": "https://files.pythonhosted.org/packages/0f/59/eae62aef1c4204de69281c9609e26e53e1081f0d5d3b7d4d1b8d6989f751/deepdos-0.9.93.tar.gz"
            }
        ],
        "0.9.94": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "e1b483ea8d7ced37460cab743965d2ff",
                    "sha256": "654bdc7f3d54522d855aa2862e057624d4c0fe5ebc215b0b4361e42e28ce4a56"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.94-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "e1b483ea8d7ced37460cab743965d2ff",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 16353175,
                "upload_time": "2019-10-08T20:41:12",
                "url": "https://files.pythonhosted.org/packages/f5/17/ab1d2b3a05636f01a8d6c170cde8c8d46f60eebd26d2b4bd0c98b136c9f7/deepdos-0.9.94-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "b53e66f028648acfed6ca55b363c7163",
                    "sha256": "f74c2219266f0259fdfbb2f96c3d9eed01d5f7d93914cb18aa5742fe2acf24f8"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.94.tar.gz",
                "has_sig": false,
                "md5_digest": "b53e66f028648acfed6ca55b363c7163",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16338146,
                "upload_time": "2019-10-08T20:41:29",
                "url": "https://files.pythonhosted.org/packages/b9/1d/1c9f0656d8e6e432e81c800b7d9e23bf39ad2d04f5bac42639d0238ac324/deepdos-0.9.94.tar.gz"
            }
        ],
        "0.9.95": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a5830d6e7c6443eff539601d0ded8f73",
                    "sha256": "51abf578b2d85282f7bc653e871349e22df3632c2d276f53a1c6636c53258d10"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.95-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "a5830d6e7c6443eff539601d0ded8f73",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 16353185,
                "upload_time": "2019-10-08T20:46:50",
                "url": "https://files.pythonhosted.org/packages/d0/73/deaae711db0077a4e27d79eec9ca0ed9643a09867ced6f8c1d1dd8b4522d/deepdos-0.9.95-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "b2a8db126699f997466a2715e2a80949",
                    "sha256": "c75a676a366e0c1d83fbf227ee268c102335a366f808e24462d12468131a38ee"
                },
                "downloads": -1,
                "filename": "deepdos-0.9.95.tar.gz",
                "has_sig": false,
                "md5_digest": "b2a8db126699f997466a2715e2a80949",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16338181,
                "upload_time": "2019-10-08T20:47:06",
                "url": "https://files.pythonhosted.org/packages/cd/88/61f813ad9c023e980b68b859c7390b5c9301b86d410ce80c9fa03f8eabb5/deepdos-0.9.95.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "a5830d6e7c6443eff539601d0ded8f73",
                "sha256": "51abf578b2d85282f7bc653e871349e22df3632c2d276f53a1c6636c53258d10"
            },
            "downloads": -1,
            "filename": "deepdos-0.9.95-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "a5830d6e7c6443eff539601d0ded8f73",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": null,
            "size": 16353185,
            "upload_time": "2019-10-08T20:46:50",
            "url": "https://files.pythonhosted.org/packages/d0/73/deaae711db0077a4e27d79eec9ca0ed9643a09867ced6f8c1d1dd8b4522d/deepdos-0.9.95-py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "b2a8db126699f997466a2715e2a80949",
                "sha256": "c75a676a366e0c1d83fbf227ee268c102335a366f808e24462d12468131a38ee"
            },
            "downloads": -1,
            "filename": "deepdos-0.9.95.tar.gz",
            "has_sig": false,
            "md5_digest": "b2a8db126699f997466a2715e2a80949",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 16338181,
            "upload_time": "2019-10-08T20:47:06",
            "url": "https://files.pythonhosted.org/packages/cd/88/61f813ad9c023e980b68b859c7390b5c9301b86d410ce80c9fa03f8eabb5/deepdos-0.9.95.tar.gz"
        }
    ]
}