{
    "info": {
        "author": "",
        "author_email": "",
        "bugtrack_url": null,
        "classifiers": [
            "Intended Audience :: Developers",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3.6"
        ],
        "description": "<!---\n  Licensed under the Apache License, Version 2.0 (the \"License\");\n  you may not use this file except in compliance with the License.\n  You may obtain a copy of the License at\n\n   http://www.apache.org/licenses/LICENSE-2.0\n\n  Unless required by applicable law or agreed to in writing, software\n  distributed under the License is distributed on an \"AS IS\" BASIS,\n  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n  See the License for the specific language governing permissions and\n  limitations under the License. See accompanying LICENSE file.\n-->\n\n# Submarine-SDK\n\nSupport Python, Scala, R language for algorithm development, \nThe SDK is provided to help developers use submarine's internal data caching, \ndata exchange, and task tracking to more efficiently improve the development \nand execution of machine learning tasks.\n\n- Allow data scients to track distributed ML job \n- Support store ML parameters and metrics in Submarine-server\n- Support store ML job output (e.g. csv,images)\n- Support hdfs,S3 and mysql \n- (WEB) Metric tracking ui in submarine-web\n- (WEB) Metric graphical display in submarine-web\n\n### Project setup\n- Clone repo\n```bash\ngit https://github.com/hadoopsubmarine/submarine.git\ncd submarine/submarine-sdk\n```\n\n- Install pip package\n```\npip install .\n```\n\n- Run tests\n```\npytest --cov=submarine -vs\n```\n\n- Run checkstyle\n```\npylint --msg-template=\"{path} ({line},{column}): \\\n[{msg_id} {symbol}] {msg}\" --rcfile=pylintrc -- submarine tests\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/hadoopsubmarine/submarine",
        "keywords": "",
        "license": "",
        "maintainer": "",
        "maintainer_email": "",
        "name": "pysubmarine",
        "package_url": "https://pypi.org/project/pysubmarine/",
        "platform": "",
        "project_url": "https://pypi.org/project/pysubmarine/",
        "project_urls": {
            "Homepage": "https://github.com/hadoopsubmarine/submarine"
        },
        "release_url": "https://pypi.org/project/pysubmarine/0.1.2/",
        "requires_dist": [
            "six (>=1.10.0)",
            "numpy",
            "pandas",
            "sqlalchemy",
            "sqlparse",
            "pymysql"
        ],
        "requires_python": "",
        "summary": "A SDK for submarine",
        "version": "0.1.2"
    },
    "last_serial": 5893592,
    "releases": {
        "0.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c694ad9a01f2495df321530554e8aa4a",
                    "sha256": "a512bfa2cdea7d6182465a96d58bf7644b235db860c0e41ae6f663bbac8af542"
                },
                "downloads": -1,
                "filename": "pysubmarine-0.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "c694ad9a01f2495df321530554e8aa4a",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 7564,
                "upload_time": "2019-08-30T15:14:57",
                "url": "https://files.pythonhosted.org/packages/ec/2c/720379614728187875a4e7a24d5cc79f7e1b44578f1b6564b52020e0eef6/pysubmarine-0.1-py3-none-any.whl"
            }
        ],
        "0.1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "35d36a4693cba2590a95b312a05d846e",
                    "sha256": "019137c6f53a64606020541d7a48184993210708b4d3508143fba70bd0eb5950"
                },
                "downloads": -1,
                "filename": "pysubmarine-0.1.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "35d36a4693cba2590a95b312a05d846e",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 23683,
                "upload_time": "2019-09-24T15:15:11",
                "url": "https://files.pythonhosted.org/packages/e3/53/41698512ff6cf6286fcdedd4a5515fdffd4072d2233ba778ee28a11d744d/pysubmarine-0.1.1-py3-none-any.whl"
            }
        ],
        "0.1.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1bd397422a885112f9f39384c5d4e2ef",
                    "sha256": "75d914e253d58230abaa1c1378ae772ae1dde45913803cbe9be43385a16cdcf7"
                },
                "downloads": -1,
                "filename": "pysubmarine-0.1.2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "1bd397422a885112f9f39384c5d4e2ef",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 23963,
                "upload_time": "2019-09-27T01:44:44",
                "url": "https://files.pythonhosted.org/packages/fb/af/dcf6c0c20f7b6b2eeca1d75837bc95b6d454f2fc5142544fe6842771ca34/pysubmarine-0.1.2-py3-none-any.whl"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "1bd397422a885112f9f39384c5d4e2ef",
                "sha256": "75d914e253d58230abaa1c1378ae772ae1dde45913803cbe9be43385a16cdcf7"
            },
            "downloads": -1,
            "filename": "pysubmarine-0.1.2-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "1bd397422a885112f9f39384c5d4e2ef",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": null,
            "size": 23963,
            "upload_time": "2019-09-27T01:44:44",
            "url": "https://files.pythonhosted.org/packages/fb/af/dcf6c0c20f7b6b2eeca1d75837bc95b6d454f2fc5142544fe6842771ca34/pysubmarine-0.1.2-py3-none-any.whl"
        }
    ]
}