{
    "info": {
        "author": "Han Wang",
        "author_email": "wang_han@iapcm.ac.cn",
        "bugtrack_url": null,
        "classifiers": [
            "License :: OSI Approved :: GNU Lesser General Public License v3 (LGPLv3)",
            "Programming Language :: Python :: 3.6"
        ],
        "description": "\n**dpdata** is a python package for manipulating DeePMD-kit, VASP, LAMMPS data formats.\ndpdata only works with python 3.x.\n\nInstallation\n============\n\nOne can download the source code of dpdata by \n\n.. code-block:: bash\n\n   git clone https://github.com/deepmodeling/dpdata.git dpdata\n\nthen use ``setup.py`` to install the module\n\n.. code-block:: bash\n\n   cd dpdata\n   python setup.py install\n\n``dpdata`` can also by install via pip\n\n.. code-block:: bash\n\n   pip3 install dpdata\n\nQuick start\n===========\n\nThis section gives some examples on how dpdata works. Firstly one needs to import the module in a python 3.x compatible code.\n\n.. code-block:: python\n\n   import dpdata\n\nThe typicall workflow of ``dpdata`` is \n\n\n#. Load data from vasp or lammps or deepmd-kit data files.\n#. Manipulate data \n#. Dump data to in a desired format\n\nLoad data\n---------\n\n.. code-block:: python\n\n   d_poscar = dpdata.System('POSCAR', fmt = 'vasp/poscar')\n\nor let dpdata infer the format (\\ ``vasp/poscar``\\ ) of the file from the file name extension\n\n.. code-block:: python\n\n   d_poscar = dpdata.System('my.POSCAR')\n\nThe number of atoms, atom types, coordinates are loaded from the ``POSCAR`` and stored to a data ``System`` called ``d_poscar``.\nA data ``System`` (a concept used by `deepmd-kit <https://github.com/deepmodeling/deepmd-kit>`_\\ ) contains frames that has the same number of atoms of the same type. The order of the atoms should be consistent among the frames in one ``System``. \nIt is noted that ``POSCAR`` only contains one frame.\nIf the multiple frames stored in, for example, a ``OUTCAR`` is wanted, \n\n.. code-block:: python\n\n   d_outcar = dpdata.LabeledSystem('OUTCAR')\n\nThe labels provided in the ``OUTCAR``\\ , i.e. energies, forces and virials (if any), are loaded by ``LabeledSystem``. It is noted that the forces of atoms are always assumed to exist. ``LabeledSystem`` is a derived class of ``System``.\n\nThe ``System`` or ``LabeledSystem`` can be constructed from the following file formats with the ``format key`` in the table passed to argument ``fmt``\\ :\n\n.. list-table::\n   :header-rows: 1\n\n   * - Software\n     - format\n     - multi frames\n     - labeled\n     - class\n     - format key\n   * - vasp\n     - poscar\n     - False\n     - False\n     - System\n     - 'vasp/poscar'\n   * - vasp\n     - outcar\n     - True\n     - True\n     - LabeledSystem\n     - 'vasp/outcar'\n   * - vasp\n     - xml\n     - True\n     - True\n     - LabeledSystem\n     - 'vasp/xml'\n   * - lammps\n     - lmp\n     - False\n     - False\n     - System\n     - 'lammps/lmp'\n   * - lammps\n     - dump\n     - True\n     - False\n     - System\n     - 'lammps/dump'\n   * - deepmd\n     - raw\n     - True\n     - False\n     - System\n     - 'deepmd/raw'\n   * - deepmd\n     - npy\n     - True\n     - False\n     - System\n     - 'deepmd/npy'\n   * - deepmd\n     - raw\n     - True\n     - True\n     - LabeledSystem\n     - 'deepmd/raw'\n   * - deepmd\n     - npy\n     - True\n     - True\n     - LabeledSystem\n     - 'deepmd/npy'\n   * - gaussian\n     - log\n     - False\n     - True\n     - LabeledSystem\n     - 'gaussian/log'\n   * - gaussian\n     - log\n     - True\n     - True\n     - LabeledSystem\n     - 'gaussian/md'\n   * - siesta\n     - output\n     - False\n     - True\n     - LabeledSystem\n     - 'siesta/output'\n   * - siesta\n     - aimd_output\n     - True\n     - True\n     - LabeledSystem\n     - 'siesta/aimd_output'\n   * - cp2k\n     - output\n     - False\n     - True\n     - LabeledSystem\n     - 'cp2k/output'\n   * - QE\n     - log\n     - False\n     - True\n     - LabeledSystem\n     - 'qe/pw/scf'\n   * - QE\n     - log\n     - True\n     - False\n     - System\n     - 'qe/cp/traj'\n   * - QE\n     - log\n     - True\n     - True\n     - LabeledSystem\n     - 'qe/cp/traj'\n\n\nAccess data\n-----------\n\nThese properties stored in ``System`` and ``LabeledSystem`` can be accessed by operator ``[]`` with the key of the property supplied, for example\n\n.. code-block:: python\n\n   coords = d_outcar['coords']\n\nAvailable properties are (nframe: number of frames in the system, natoms: total number of atoms in the system)\n\n.. list-table::\n   :header-rows: 1\n\n   * - key\n     - type\n     - dimension\n     - are labels\n     - description \n   * - 'atom_names'\n     - list of str\n     - ntypes\n     - False\n     - The name of each atom type\n   * - 'atom_numbs'\n     - list of int\n     - ntypes\n     - False\n     - The number of atoms of each atom type\n   * - 'atom_types'\n     - np.ndarray\n     - natoms\n     - False\n     - Array assigning type to each atom\n   * - 'cells'\n     - np.ndarray\n     - nframes x 3 x 3\n     - False\n     - The cell tensor of each frame\n   * - 'coords'\n     - np.ndarray\n     - nframes x natoms x 3\n     - False\n     - The atom coordinates\n   * - 'energies'\n     - np.ndarray\n     - nframes\n     - True\n     - The frame energies\n   * - 'forces'\n     - np.ndarray\n     - nframes x natoms x 3\n     - True\n     - The atom forces\n   * - 'virials'\n     - np.ndarray\n     - nframes x 3 x 3\n     - True\n     - The virial tensor of each frame\n\n\nDump data\n---------\n\nThe data stored in ``System`` or ``LabeledSystem`` can be dumped in 'lammps/lmp' or 'vasp/poscar' format, for example:\n\n.. code-block:: python\n\n   d_outcar.to_lammps_lmp('conf.lmp', frame_idx=0)\n\nThe first frames of ``d_outcar`` will be dumped to 'conf.lmp'\n\n.. code-block:: python\n\n   d_outcar.to_vasp_poscar('POSCAR', frame_idx=-1)\n\nThe last frames of ``d_outcar`` will be dumped to 'POSCAR'.\n\nThe data stored in ``LabeledSystem`` can be dumped to deepmd-kit raw format, for example\n\n.. code-block:: python\n\n   d_outcar.to_deepmd_raw('dpmd_raw')\n\nOr a simpler command:\n\n.. code-block:: python\n\n   dpdata.LabeledSystem('OUTCAR').to_deepmd_raw('dpmd_raw')\n\nFrame selection can be implemented by\n\n.. code-block:: python\n\n   dpdata.LabeledSystem('OUTCAR').sub_system([0,-1]).to_deepmd_raw('dpmd_raw')\n\nby which only the first and last frames are dumped to ``dpmd_raw``.\n\n\n",
        "description_content_type": "",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/deepmodeling/dpdata",
        "keywords": "lammps vasp deepmd-kit",
        "license": "",
        "maintainer": "",
        "maintainer_email": "",
        "name": "dpdata",
        "package_url": "https://pypi.org/project/dpdata/",
        "platform": "",
        "project_url": "https://pypi.org/project/dpdata/",
        "project_urls": {
            "Homepage": "https://github.com/deepmodeling/dpdata"
        },
        "release_url": "https://pypi.org/project/dpdata/0.1.10/",
        "requires_dist": [
            "numpy (>=1.14.3)",
            "monty"
        ],
        "requires_python": "",
        "summary": "Manipulating data formats of DeePMD-kit, VASP, QE, and LAMMPS, etc.",
        "version": "0.1.10"
    },
    "last_serial": 5924330,
    "releases": {
        "0.0.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "cb3de1dcc5bfb713a136108376c45c75",
                    "sha256": "c17bee1b807dec6b13ff674893f3db26b48dc930396ce6b08ef4ee4d0647f9de"
                },
                "downloads": -1,
                "filename": "dpdata-0.0.2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "cb3de1dcc5bfb713a136108376c45c75",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 18673,
                "upload_time": "2019-04-12T13:32:03",
                "url": "https://files.pythonhosted.org/packages/a5/95/c6ce12d0ff1f4feb55b97ebd33d82dcb938911873acdb58408f1db2dd4ba/dpdata-0.0.2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "ad9f51fb8a775c9fce83f68653977a20",
                    "sha256": "4f3ffbf67812f565bc109bd24f40df4354f8860fa01145fa426d7e027f741466"
                },
                "downloads": -1,
                "filename": "dpdata-0.0.2.tar.gz",
                "has_sig": false,
                "md5_digest": "ad9f51fb8a775c9fce83f68653977a20",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 15107,
                "upload_time": "2019-04-12T13:32:05",
                "url": "https://files.pythonhosted.org/packages/27/da/dff030d2b402ebb676e37c58fa7fdddf8623077bf0cdb14618f626d01f92/dpdata-0.0.2.tar.gz"
            }
        ],
        "0.0.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "ad134c52a42185a66133eeece553fd11",
                    "sha256": "699d7a00983392da256acc1236cb8d848b97def9a51817a5a6342c5082ed30a6"
                },
                "downloads": -1,
                "filename": "dpdata-0.0.3-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "ad134c52a42185a66133eeece553fd11",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 18673,
                "upload_time": "2019-04-12T13:44:47",
                "url": "https://files.pythonhosted.org/packages/74/49/457662647ddbaa42bd4564dadd78957c857d7049a3282ed9e4448e11f136/dpdata-0.0.3-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "4e501b713543a447ecef36e7f0b22695",
                    "sha256": "f600a4e9ef55bdcb09962596a7080fdf29d8fb5c24f37b9980590d6679516f3e"
                },
                "downloads": -1,
                "filename": "dpdata-0.0.3.tar.gz",
                "has_sig": false,
                "md5_digest": "4e501b713543a447ecef36e7f0b22695",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 15108,
                "upload_time": "2019-04-12T13:44:49",
                "url": "https://files.pythonhosted.org/packages/db/02/920963bbd2acd977044cade5ba05214f8d43a668f43e9a507579099cc0c1/dpdata-0.0.3.tar.gz"
            }
        ],
        "0.0.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1638e3a9fe0de49045d8f2aff3df6176",
                    "sha256": "f47ae93998eb8208822138168ff2b31361eb10127954bf4e039e7ffb7dfb9a9e"
                },
                "downloads": -1,
                "filename": "dpdata-0.0.4-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "1638e3a9fe0de49045d8f2aff3df6176",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 18755,
                "upload_time": "2019-04-15T13:02:06",
                "url": "https://files.pythonhosted.org/packages/21/02/1af0475dd9b303fe3eee04515cdfb83ea3d416a08d7e016973e4574f5d1e/dpdata-0.0.4-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "2cf6ec7c4f7af1c29c199a7a1a3ab915",
                    "sha256": "a7e52f481ca25f8af68fdc348c54b54053406bff0aa566d95ea39a790f2f3fb0"
                },
                "downloads": -1,
                "filename": "dpdata-0.0.4.tar.gz",
                "has_sig": false,
                "md5_digest": "2cf6ec7c4f7af1c29c199a7a1a3ab915",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 15197,
                "upload_time": "2019-04-15T13:02:10",
                "url": "https://files.pythonhosted.org/packages/ba/f0/5c880caa4994b452df483a9e3b797d88ed797564466667710ee8edbc264b/dpdata-0.0.4.tar.gz"
            }
        ],
        "0.0.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6d101dbdaed5a7e90743759fcf93899b",
                    "sha256": "c4afa692223d5312f30122fb186746c163d6fb9c42d3ee567018be4b06ca3c50"
                },
                "downloads": -1,
                "filename": "dpdata-0.0.5-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "6d101dbdaed5a7e90743759fcf93899b",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 20641,
                "upload_time": "2019-04-25T06:55:00",
                "url": "https://files.pythonhosted.org/packages/13/9b/5c1338bf7d9ef1822f379120f04036473a62c7e0fb06be9723c81a86ed3d/dpdata-0.0.5-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "d66dc12a4ec539cfe9758191d51dc593",
                    "sha256": "aede72f56076bd31ce17a8f39ae7688dc3bd9af6878bf9467bbcb5fdcba2a6a5"
                },
                "downloads": -1,
                "filename": "dpdata-0.0.5.tar.gz",
                "has_sig": false,
                "md5_digest": "d66dc12a4ec539cfe9758191d51dc593",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 16660,
                "upload_time": "2019-04-25T06:55:05",
                "url": "https://files.pythonhosted.org/packages/3f/42/33e6edab0a9cfc3b86690ecfe11bddcf7fd16f1dc8b1be3573c8faf9f2f0/dpdata-0.0.5.tar.gz"
            }
        ],
        "0.0.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "cfbf09a4ff611039cdfaa3ef41cbd810",
                    "sha256": "4eda1ded7b5f015056ab252b154e9907d6fda394456d984079766edfba2df1ae"
                },
                "downloads": -1,
                "filename": "dpdata-0.0.6-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "cfbf09a4ff611039cdfaa3ef41cbd810",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 22368,
                "upload_time": "2019-05-07T06:52:33",
                "url": "https://files.pythonhosted.org/packages/48/a2/ca37bc3549ca6e2299ef6a1b71505826587ef33bc8fc1ca76f40866d5512/dpdata-0.0.6-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "5e11e78fe9378fb4c40c65a34cb83c17",
                    "sha256": "2bcad816eab4de64daadaa4dab5f3e1153aca35786d4ce4a28a04bbe5ce736cc"
                },
                "downloads": -1,
                "filename": "dpdata-0.0.6.tar.gz",
                "has_sig": false,
                "md5_digest": "5e11e78fe9378fb4c40c65a34cb83c17",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 17866,
                "upload_time": "2019-05-07T06:52:39",
                "url": "https://files.pythonhosted.org/packages/d1/b1/436b568c2ece94999c9b5f7473cd728ed2f65c41ef126b24531bcd0be2be/dpdata-0.0.6.tar.gz"
            }
        ],
        "0.0.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "608eb0e8378719c39fda2400cc6f37b7",
                    "sha256": "564f358149914e68de21c81cebf34c6a8b9028573e0cf75e6b49879cd6d7aaee"
                },
                "downloads": -1,
                "filename": "dpdata-0.0.7-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "608eb0e8378719c39fda2400cc6f37b7",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 22661,
                "upload_time": "2019-06-24T14:22:49",
                "url": "https://files.pythonhosted.org/packages/39/44/b792906a2685c8349156acf91bf0d7b0feb57b70ef148b369c5ab8423d0a/dpdata-0.0.7-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "064b3ac27be3dea3fabe81db077899c6",
                    "sha256": "f2d925daa516076ed4bee4409f71cc415a438755faa5f3a6697fb52e5263c154"
                },
                "downloads": -1,
                "filename": "dpdata-0.0.7.tar.gz",
                "has_sig": false,
                "md5_digest": "064b3ac27be3dea3fabe81db077899c6",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 18216,
                "upload_time": "2019-06-24T14:23:30",
                "url": "https://files.pythonhosted.org/packages/0d/06/a5d209f85ccc6b263e735a48a2d25ae16438f88fa536a94d4a0f71ed9f85/dpdata-0.0.7.tar.gz"
            }
        ],
        "0.1.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "9137ac1e1dbd271532aa14eeafca9341",
                    "sha256": "53164fd67c5ba2bf2456969eb80adc85c2ca7768957c58716b4b00934de233db"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "9137ac1e1dbd271532aa14eeafca9341",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 26005,
                "upload_time": "2019-07-09T00:38:49",
                "url": "https://files.pythonhosted.org/packages/8b/40/f7d416b6d6922e57d6ccd200e6e7997c96856569fb90ec6dbaa596605197/dpdata-0.1.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "c8927736a33bad211ef80448e260293f",
                    "sha256": "35e94002256d8cc98f5c4109dbd645181117fb5d9489812d934d0c8757cdfd7f"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.0.tar.gz",
                "has_sig": false,
                "md5_digest": "c8927736a33bad211ef80448e260293f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 21207,
                "upload_time": "2019-07-09T00:38:52",
                "url": "https://files.pythonhosted.org/packages/23/fc/13e150fa0ac42312cc921cc0f3f4b14fc61aec33a50c9243cd44be62549e/dpdata-0.1.0.tar.gz"
            }
        ],
        "0.1.10": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "88520d97b218c3a28b9c2de1f8298d54",
                    "sha256": "a3332c6073bd4d5d0307d442cbf6ce392fec02201d4d11ed6c0b05ec54df6f8b"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.10-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "88520d97b218c3a28b9c2de1f8298d54",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 39963,
                "upload_time": "2019-10-03T16:37:44",
                "url": "https://files.pythonhosted.org/packages/aa/4f/a767b1f507c17747ef008a6ae8b67940f37e81382bb60cf1e0a4666dff6e/dpdata-0.1.10-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "fa8d9c469177028fb357a2249d9e6a4c",
                    "sha256": "ffeac4e53b4fa36314e6b3715fa872ade3cb326d49f1dd881ce4d3e61f4152ad"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.10.tar.gz",
                "has_sig": false,
                "md5_digest": "fa8d9c469177028fb357a2249d9e6a4c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 349608,
                "upload_time": "2019-10-03T16:37:47",
                "url": "https://files.pythonhosted.org/packages/cd/7c/4b760478af95c9bd815c03fdfe568f0be1f5cda7b847906b376771714e16/dpdata-0.1.10.tar.gz"
            }
        ],
        "0.1.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b80f7757cc200639bad3c955a497c459",
                    "sha256": "76a569c34182726bf73ba0aca4579c376dc083cb32a8d2e9588f6aaf6cdc2ebe"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.2-py3.6.egg",
                "has_sig": false,
                "md5_digest": "b80f7757cc200639bad3c955a497c459",
                "packagetype": "bdist_egg",
                "python_version": "3.6",
                "requires_python": null,
                "size": 59161,
                "upload_time": "2019-07-23T11:43:03",
                "url": "https://files.pythonhosted.org/packages/17/e7/667c30a0b4e14fce656c529998079e29052e691c5afbae4dfe6cb4d129cf/dpdata-0.1.2-py3.6.egg"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "fa6e57d183039c730f95c53530fc21c7",
                    "sha256": "0f1ca5488a2648b571b9110283d69e238f2155303e1a9bdb023c5ffcafd6e545"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "fa6e57d183039c730f95c53530fc21c7",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 27475,
                "upload_time": "2019-07-23T11:43:00",
                "url": "https://files.pythonhosted.org/packages/77/a2/693c6d46cfb7f86659c549a0d59ecc57371f004d47a8b2c18b3861c14445/dpdata-0.1.2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "4093e68cc102a9a1aac70c5004355900",
                    "sha256": "b1a65041a459c440cb412c1020a430520c1affed81daefc746a8f9f4c021eb7e"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.2.tar.gz",
                "has_sig": false,
                "md5_digest": "4093e68cc102a9a1aac70c5004355900",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 230939,
                "upload_time": "2019-07-23T11:43:08",
                "url": "https://files.pythonhosted.org/packages/a7/1c/ea14eb35f3f59a91ebf0b7d2dae516904a4e7232d1dc2ed68ddcd3fb5853/dpdata-0.1.2.tar.gz"
            }
        ],
        "0.1.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "cec939555e1b0c3ae17e8b6493fb525d",
                    "sha256": "27f108dcd0d8c9cdb1403c2c0560402aecb30176c734e3fe7127ba8af88678ef"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.3-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "cec939555e1b0c3ae17e8b6493fb525d",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 27480,
                "upload_time": "2019-07-28T07:05:35",
                "url": "https://files.pythonhosted.org/packages/c8/b2/116f9a88e415f446fd4ada22a47328c47ef29982c03b7707a158f28a6e57/dpdata-0.1.3-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "f4088566a2dcc5ba14e8320ce5c23099",
                    "sha256": "a6fb407027a5e9e1384b14334b36ed80d109abf9662e689c1105407520358b76"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.3.tar.gz",
                "has_sig": false,
                "md5_digest": "f4088566a2dcc5ba14e8320ce5c23099",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 230960,
                "upload_time": "2019-07-28T07:05:40",
                "url": "https://files.pythonhosted.org/packages/f9/ef/6f5704a49cbc589aeb4c239204d8c657f4d66480253088d99268598aff4a/dpdata-0.1.3.tar.gz"
            }
        ],
        "0.1.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "00e48067886124d35b86bfe5315d2071",
                    "sha256": "106e977aae1397c421ef05b039d0e8e24c9335656200b2917ff30482f387d4d7"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.4-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "00e48067886124d35b86bfe5315d2071",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 32086,
                "upload_time": "2019-08-11T05:39:41",
                "url": "https://files.pythonhosted.org/packages/5f/7d/79add36a1629b512a1cf9623a2c29038dc16e375264fcfa5ec3bd523c0dc/dpdata-0.1.4-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "556ba4bf96f59acd36fe0dc03cbbd939",
                    "sha256": "65aa0665d1ee8d7260ef117cf2b746e684e8d6a4766cd4dfd6bb6d8a17b88e21"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.4.tar.gz",
                "has_sig": false,
                "md5_digest": "556ba4bf96f59acd36fe0dc03cbbd939",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 251704,
                "upload_time": "2019-08-11T05:39:46",
                "url": "https://files.pythonhosted.org/packages/44/c5/321e6b44abcab2ca00b16559a48f005febafd0b4d1910525b5dcdd765c5b/dpdata-0.1.4.tar.gz"
            }
        ],
        "0.1.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "9c8268e00c785fa38fad585400f03620",
                    "sha256": "e9cc77393d4f02c8a295ecdb76dfd7163bb32d997aa4612d8d37e1bc58893999"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.5-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "9c8268e00c785fa38fad585400f03620",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 32540,
                "upload_time": "2019-09-01T23:56:58",
                "url": "https://files.pythonhosted.org/packages/ab/9a/09a131a5c43b1b7b02d0fe5087da9351b78ae0fcbcbe971b550c3085d5aa/dpdata-0.1.5-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "f7e4e268ab407e07fff3c67e786195a3",
                    "sha256": "28c428d9a302edc6fa1738ba89df3dadcf1b39220d950e893254e797d2047615"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.5.tar.gz",
                "has_sig": false,
                "md5_digest": "f7e4e268ab407e07fff3c67e786195a3",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 252604,
                "upload_time": "2019-09-01T23:57:02",
                "url": "https://files.pythonhosted.org/packages/cb/d3/f3684e530a39f335a215616671b3f13e9ce4ef93844640f534df383d3927/dpdata-0.1.5.tar.gz"
            }
        ],
        "0.1.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "36799cc75bef23ecaf12e7b097bc2166",
                    "sha256": "d04123ed158be9cb75fb0feedcbe9c93a63638605982c75eff0b0f254388ef19"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.6-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "36799cc75bef23ecaf12e7b097bc2166",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 32901,
                "upload_time": "2019-09-14T08:02:48",
                "url": "https://files.pythonhosted.org/packages/f8/2c/c560252aad0c23aee19c326d504a5d88b59645ab9c99ed58018b922e3252/dpdata-0.1.6-py3-none-any.whl"
            }
        ],
        "0.1.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "597c8f90e4922dce40d634ed59830ecd",
                    "sha256": "b0c4b32c140a3c77e1dbb858b6c30499237581c888a90c63af53080985e72e0e"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.7-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "597c8f90e4922dce40d634ed59830ecd",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 36455,
                "upload_time": "2019-09-25T00:50:39",
                "url": "https://files.pythonhosted.org/packages/2e/1d/3009b8a01515dadef6ba3e1602cb744cae9ecec347a4f397c6450f80593f/dpdata-0.1.7-py3-none-any.whl"
            }
        ],
        "0.1.8": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a5ca41ea893c8c5d5cf0051ad423edad",
                    "sha256": "9729a19259379bfa50ee10f14372d1a99a3880d464a2a5db16e9f8ffb270cc01"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.8-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "a5ca41ea893c8c5d5cf0051ad423edad",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 39800,
                "upload_time": "2019-09-29T12:28:23",
                "url": "https://files.pythonhosted.org/packages/7b/51/962d75ec6895cd714d714b6e216aa50394c2b2953bb45ae9451992c2878f/dpdata-0.1.8-py3-none-any.whl"
            }
        ],
        "0.1.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "873ea95c6e99a31bdf060de65fdfbba3",
                    "sha256": "d89c8a9e41f4513becae1918282b9f233da81f4a1f48346bd56aa44b3fb2d660"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.9-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "873ea95c6e99a31bdf060de65fdfbba3",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 39812,
                "upload_time": "2019-10-02T15:28:02",
                "url": "https://files.pythonhosted.org/packages/55/60/247797d54476af50b9dba16afc9d73674fc2c9a807ff80f391303a439283/dpdata-0.1.9-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "616c9ac1dea5929a52ced2ad2faa3ff2",
                    "sha256": "77aea3b0ca8305979ff5201215cf2b4a51b31b24870ec4d0a05120677277803f"
                },
                "downloads": -1,
                "filename": "dpdata-0.1.9.tar.gz",
                "has_sig": false,
                "md5_digest": "616c9ac1dea5929a52ced2ad2faa3ff2",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 349193,
                "upload_time": "2019-10-02T15:28:10",
                "url": "https://files.pythonhosted.org/packages/84/ea/94460df9746a1b5b972666a58840984c90c104812c29e5bfc08e4bdf85a4/dpdata-0.1.9.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "88520d97b218c3a28b9c2de1f8298d54",
                "sha256": "a3332c6073bd4d5d0307d442cbf6ce392fec02201d4d11ed6c0b05ec54df6f8b"
            },
            "downloads": -1,
            "filename": "dpdata-0.1.10-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "88520d97b218c3a28b9c2de1f8298d54",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": null,
            "size": 39963,
            "upload_time": "2019-10-03T16:37:44",
            "url": "https://files.pythonhosted.org/packages/aa/4f/a767b1f507c17747ef008a6ae8b67940f37e81382bb60cf1e0a4666dff6e/dpdata-0.1.10-py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "fa8d9c469177028fb357a2249d9e6a4c",
                "sha256": "ffeac4e53b4fa36314e6b3715fa872ade3cb326d49f1dd881ce4d3e61f4152ad"
            },
            "downloads": -1,
            "filename": "dpdata-0.1.10.tar.gz",
            "has_sig": false,
            "md5_digest": "fa8d9c469177028fb357a2249d9e6a4c",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 349608,
            "upload_time": "2019-10-03T16:37:47",
            "url": "https://files.pythonhosted.org/packages/cd/7c/4b760478af95c9bd815c03fdfe568f0be1f5cda7b847906b376771714e16/dpdata-0.1.10.tar.gz"
        }
    ]
}