{
    "info": {
        "author": "Globality Engineering",
        "author_email": "engineering@globality.com",
        "bugtrack_url": null,
        "classifiers": [],
        "description": "# microcosm-sagemaker\nOpinionated machine learning with SageMaker\n\n## Usage\nFor best practices, see\n[`cookiecutter-microcosm-sagemaker`](https://github.com/globality-corp/cookiecutter-microcosm-sagemaker).\n\n## Profiling\nMake sure `pyinstrument` is installed, either using `pip install pyinstrument` or by installing `microcosm-sagemaker` with `profiling` extra dependencies:\n\n```\npip install -e '.[profiling]'\n```\n\nTo enable profiling of the app, use the `--profile` flag with `runserver`:\n\n```\nrunserver --profile\n```\n\nThe service will log that it is in profiling mode and announce the directory to which it is exporting. Each call to the endpoint will be profiled and its results with be stored in a time-tagged html file in the profiling directory.\n\n## Experiment Tracking\nTo use `Weights and Biases`, install `microcosm-sagemaker` with `wandb` extra depdency:\n\n```\npip install -e '.[wandb]'\n```\n\nTo enable experiment tracking in an ML repository:\n\n* Choose the experiment tracking stores for your ML model. Currently, we only support `wandb`. To do so, add `wandb` to `graph.use()` in `app_hooks/train/app.py` and `app_hooks/evaluate/app.py`.\n\n* Add the API key for `wandb` to the environment variables injected by Circle CI into the docker instance, by visiting `https://circleci.com/gh/globality-corp/<MODEL-NAME>/edit#env-vars` and adding `WANDB_API_KEY` as an environment variable.\n\n* `Microcosm-sagemaker` automatically adds the config for the active bundle and its dependents to the `wandb`'s run config.\n\n* To report a static metric:\n\n```\nclass MyClassifier(Bundle):\n    ...\n\n    def fit(self, input_data):\n        ...\n        self.experiment_metrics.log_static(<metric_name>=<metric_value>)\n```\n\n* To report a time-series metric:\n\n```\nclass MyClassifier(Bundle):\n    ...\n\n    def fit(self, input_data):\n        ...\n        self.experiment_metrics.log_timeseries(\n            <metric_name>=<metric_value>,\n            step=<step_number>\n        )\n```\n\nNote that the `step` keyword argument must be provided for logging time-series.\n\n## Artifact Tests\n\nIf you want to report your artifact tests to wandb, add the following line to the top of your `conftest.py`. \nFor more information on using plugins in pytest, see [here](https://docs.pytest.org/en/6.2.x/plugins.html#requiring-loading-plugins-in-a-test-module-or-conftest-file).\n\n```\npytest_plugins = 'pytest_sagemaker'\n```\n\nIt should be generated by `globality-build`, but in case it is not, also make sure to run artifact\n tests with `--capture=tee-sys`. This will allow to both capture and show stdout.  \n\n## Reproducibility\n\nAs recommended [here](https://pytorch.org/docs/stable/notes/randomness.html), we seed Python, \n Numpy and Pytorch random number generators and force Pytorch operations to be deterministic. See \n`microcosm-sagemaker/random.py` for details.\n\n## Distributed training\n\nTo support \"distributed\" trainin - with multiple processes (like pytorch `DistributedDataParallel`),\nwe detect if the current process is a \"worker process\" (non-master member of a process group).\nWorker processes are prevented from communicating with the outside world - writing logs and\nsaving artifacts.\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/globality-corp/microcosm-sagemaker",
        "keywords": "microcosm",
        "license": "",
        "maintainer": "",
        "maintainer_email": "",
        "name": "microcosm-sagemaker",
        "package_url": "https://pypi.org/project/microcosm-sagemaker/",
        "platform": "",
        "project_url": "https://pypi.org/project/microcosm-sagemaker/",
        "project_urls": {
            "Homepage": "https://github.com/globality-corp/microcosm-sagemaker"
        },
        "release_url": "https://pypi.org/project/microcosm-sagemaker/0.9.5/",
        "requires_dist": null,
        "requires_python": ">=3.6",
        "summary": "Opinionated machine learning organization and configuration",
        "version": "0.9.5",
        "yanked": false,
        "yanked_reason": null
    },
    "last_serial": 12865539,
    "releases": {
        "0.1.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1a67154d34665b8beb6ec3331a1874fc",
                    "sha256": "ab7968fdab37a65752cb45336efbe8b93092c2cb88a6167c95bc971863217611"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.1.2.tar.gz",
                "has_sig": false,
                "md5_digest": "1a67154d34665b8beb6ec3331a1874fc",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 7483,
                "upload_time": "2019-03-25T17:53:34",
                "upload_time_iso_8601": "2019-03-25T17:53:34.365363Z",
                "url": "https://files.pythonhosted.org/packages/6d/17/5190a63c1ff13dfc8aed3060c08656b4f18e4e7989d4d870b7a68aa89ea9/microcosm-sagemaker-0.1.2.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.1.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "61c82fbeaa793f5b6b4a7f97a6c0eace",
                    "sha256": "c387771373c9e8b3d3cc202747bab6b2af60277c4943702f41fff2c8df7f6a25"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.1.3.tar.gz",
                "has_sig": false,
                "md5_digest": "61c82fbeaa793f5b6b4a7f97a6c0eace",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 7462,
                "upload_time": "2019-03-26T16:29:18",
                "upload_time_iso_8601": "2019-03-26T16:29:18.778782Z",
                "url": "https://files.pythonhosted.org/packages/57/3a/93c3015bb9b371e2b35df63361c748b1e06c5223f6a6ee20d5a4ab41291e/microcosm-sagemaker-0.1.3.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.1.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "59fc67a69993d3a8e4857292bd5e215a",
                    "sha256": "cc0a33b6d1ae31f370b57c0ee8d69d965e985b9d21756b74fd1eba2427177dfd"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.1.4.tar.gz",
                "has_sig": false,
                "md5_digest": "59fc67a69993d3a8e4857292bd5e215a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 7492,
                "upload_time": "2019-03-26T20:23:32",
                "upload_time_iso_8601": "2019-03-26T20:23:32.986700Z",
                "url": "https://files.pythonhosted.org/packages/8a/d0/dd955f5f4dcaec6ae56c7a92ef4c85355069ef229e53a31d714d4e2e863a/microcosm-sagemaker-0.1.4.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.1.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "091a1797632e5054f8bcbf43d807aa98",
                    "sha256": "a58b6a7a91d707b0a844ebd3d160ca03e6b318896dafaba5589cfc20fe4e9c6b"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.1.5.tar.gz",
                "has_sig": false,
                "md5_digest": "091a1797632e5054f8bcbf43d807aa98",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 7486,
                "upload_time": "2019-03-26T22:47:24",
                "upload_time_iso_8601": "2019-03-26T22:47:24.011540Z",
                "url": "https://files.pythonhosted.org/packages/21/44/b646d0feade24e550ca69f777f7454a5a986331434469d01f1682d5ef877/microcosm-sagemaker-0.1.5.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2318281ab7e6e7501b991cff75b05a46",
                    "sha256": "717a278c8b726738352b80e8c056984a34e3783cd4091c9b48bcd8c02870669d"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2.0.tar.gz",
                "has_sig": false,
                "md5_digest": "2318281ab7e6e7501b991cff75b05a46",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 15986,
                "upload_time": "2019-04-23T14:10:21",
                "upload_time_iso_8601": "2019-04-23T14:10:21.936455Z",
                "url": "https://files.pythonhosted.org/packages/e4/19/51a10ba5c572c89c14e1e65af921d64b4e330a45c0cdfff98a1a94d58b59/microcosm-sagemaker-0.2.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "599a2f0bdae7a77adcd720bfdd462c9b",
                    "sha256": "fa22d5692e275272af4c9a3f33dff27c42c3f28ae5d3d583d96a9d0707572158"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2.1.tar.gz",
                "has_sig": false,
                "md5_digest": "599a2f0bdae7a77adcd720bfdd462c9b",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 16015,
                "upload_time": "2019-04-25T18:03:47",
                "upload_time_iso_8601": "2019-04-25T18:03:47.862781Z",
                "url": "https://files.pythonhosted.org/packages/7c/36/f8efda9f7e09b1a88b6dff0dcc587def459c47fec8d7c7ee170a349a0073/microcosm-sagemaker-0.2.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3eaea8219e74d89cee710bb9309a2dff",
                    "sha256": "70e878d1b9de85a4bd0e0dbc29f7267e5ae0d22ebd59e2c29989b5b0b7617f4a"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2.2.tar.gz",
                "has_sig": false,
                "md5_digest": "3eaea8219e74d89cee710bb9309a2dff",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 15995,
                "upload_time": "2019-04-25T20:27:42",
                "upload_time_iso_8601": "2019-04-25T20:27:42.209918Z",
                "url": "https://files.pythonhosted.org/packages/cc/33/6510c58e797f2c0a861bde0467018fca7c9cf3e1e517a30bf009e05e8113/microcosm-sagemaker-0.2.2.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "73a3df5dc9a4d71e6de31d4cb00e1d2f",
                    "sha256": "bc619b8ba7f8250e8bf19d5b46f1d77b81c9b5d7588978e031bfe4d6bbfd9247"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2.3.tar.gz",
                "has_sig": false,
                "md5_digest": "73a3df5dc9a4d71e6de31d4cb00e1d2f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 15864,
                "upload_time": "2019-04-26T19:53:13",
                "upload_time_iso_8601": "2019-04-26T19:53:13.062780Z",
                "url": "https://files.pythonhosted.org/packages/0e/aa/534db60c3da568d36e9bcee225c1029d1573bd22101a0ef02b8fff070c24/microcosm-sagemaker-0.2.3.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "472ed2b731a2ff955c2ff898bef553ec",
                    "sha256": "e9a09858ea2cc675c87b93a4083d2577f590b410cb41cf3a5e12a761e14dcd41"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2.4.tar.gz",
                "has_sig": false,
                "md5_digest": "472ed2b731a2ff955c2ff898bef553ec",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 15885,
                "upload_time": "2019-05-01T21:50:58",
                "upload_time_iso_8601": "2019-05-01T21:50:58.142982Z",
                "url": "https://files.pythonhosted.org/packages/32/ac/5e3772e82eee52c32bbb48c72a4f49e47edcd54348aa7e5bdf3ac9c7f7e1/microcosm-sagemaker-0.2.4.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "8b33bc37d9c71a7a0f5a7007a6498f20",
                    "sha256": "0af0fb3a2de87114321250eadc2953ef857a7851141da460f2ae58ed30268444"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2.5.tar.gz",
                "has_sig": false,
                "md5_digest": "8b33bc37d9c71a7a0f5a7007a6498f20",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 15453,
                "upload_time": "2019-05-21T18:42:44",
                "upload_time_iso_8601": "2019-05-21T18:42:44.462964Z",
                "url": "https://files.pythonhosted.org/packages/c4/21/a05b2acdd8e3ca311056b556c55dd277b2fe53ce67ed7429f900078628cd/microcosm-sagemaker-0.2.5.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2065.dev2065": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3e613e053d9d31a2eb3416ef715de267",
                    "sha256": "c99fac8f14a269212d695600f506cd921913d108e226762992fd2653049a2d12"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2065.dev2065.tar.gz",
                "has_sig": false,
                "md5_digest": "3e613e053d9d31a2eb3416ef715de267",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 26199,
                "upload_time": "2020-04-27T16:05:19",
                "upload_time_iso_8601": "2020-04-27T16:05:19.937529Z",
                "url": "https://files.pythonhosted.org/packages/cd/01/e9bc6034912bac00c0f9428e3f1e8de01f87af76df7dea378a45947cb984/microcosm-sagemaker-0.2065.dev2065.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2071.dev2071": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d41585fe0f06ec402f0cb55fe080dd38",
                    "sha256": "fa2bd590ae00ecf7084a964872225eba9fb6da2707d00e6c70aebde13181ca4a"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2071.dev2071.tar.gz",
                "has_sig": false,
                "md5_digest": "d41585fe0f06ec402f0cb55fe080dd38",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 26195,
                "upload_time": "2020-04-29T21:28:41",
                "upload_time_iso_8601": "2020-04-29T21:28:41.409820Z",
                "url": "https://files.pythonhosted.org/packages/d8/4a/5b63a9917f73ea04168b88dd34a396ffbdb7a154937d30bd5fb94e3f5c17/microcosm-sagemaker-0.2071.dev2071.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2077.dev2077": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3e95af5f432f27988c4b1dd55dd201e2",
                    "sha256": "97477887a5de78d52d2eb194bd73cc0e918d22537fa0620b1919b518db62a8cc"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2077.dev2077.tar.gz",
                "has_sig": false,
                "md5_digest": "3e95af5f432f27988c4b1dd55dd201e2",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 26186,
                "upload_time": "2020-04-30T09:23:59",
                "upload_time_iso_8601": "2020-04-30T09:23:59.846174Z",
                "url": "https://files.pythonhosted.org/packages/50/b3/bb9537699824c82f9faf2d9b505257b1e308d128fefba6ab6bc6398e931c/microcosm-sagemaker-0.2077.dev2077.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2083.dev2083": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "811bd9bbd5c331a335fb56475ae71ccd",
                    "sha256": "c0103bef59cae94c5532870722ca77e7e1c408333a2059b69942520e4e0c393b"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2083.dev2083.tar.gz",
                "has_sig": false,
                "md5_digest": "811bd9bbd5c331a335fb56475ae71ccd",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 26197,
                "upload_time": "2020-04-30T09:55:37",
                "upload_time_iso_8601": "2020-04-30T09:55:37.955276Z",
                "url": "https://files.pythonhosted.org/packages/87/5b/93aba48d3e7ea009e2a82906b6f6ad57c1bdeebd7c0ddbda81e710b447c6/microcosm-sagemaker-0.2083.dev2083.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2095.dev2095": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b079b235f7b6404b6a0d7008c2ea54cd",
                    "sha256": "e32c795e2eacb36a0a3fc752b3feea53a4a82681e68403a32aff109bb40ba59d"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2095.dev2095.tar.gz",
                "has_sig": false,
                "md5_digest": "b079b235f7b6404b6a0d7008c2ea54cd",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 26190,
                "upload_time": "2020-04-30T10:32:51",
                "upload_time_iso_8601": "2020-04-30T10:32:51.826079Z",
                "url": "https://files.pythonhosted.org/packages/09/d3/c4d0e3bba4a1517739ec8f85e22199b6958bdb03956e6d1bdb68b9e1f6af/microcosm-sagemaker-0.2095.dev2095.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2106.dev2106": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b55a040a1f24c5c4cdb4df3beb392ada",
                    "sha256": "f350c4ff4cac031e9370202bd6f5a58f853d54d71ab874d04b8d8b223c0ccd88"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2106.dev2106.tar.gz",
                "has_sig": false,
                "md5_digest": "b55a040a1f24c5c4cdb4df3beb392ada",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 26194,
                "upload_time": "2020-04-30T20:48:22",
                "upload_time_iso_8601": "2020-04-30T20:48:22.010613Z",
                "url": "https://files.pythonhosted.org/packages/f6/be/815966fab201141e82614b6060eef67ac40ed9ec6f526caf58655d40c634/microcosm-sagemaker-0.2106.dev2106.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2107.dev2107": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b94f7e3c978f235ec428373d425ce3a3",
                    "sha256": "4512bfeb6ecee202bf8e1d92ddb2de7e38291078bc19e63f720301c0e0b42e77"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2107.dev2107.tar.gz",
                "has_sig": false,
                "md5_digest": "b94f7e3c978f235ec428373d425ce3a3",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 26196,
                "upload_time": "2020-04-30T20:50:52",
                "upload_time_iso_8601": "2020-04-30T20:50:52.232810Z",
                "url": "https://files.pythonhosted.org/packages/67/a2/55c8f4c545d2cc5fb75c56d842603d732152c3c027a0492beca71cc28811/microcosm-sagemaker-0.2107.dev2107.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2154.dev2154": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4e02bb7df9f9a39195db0f19bfaf879c",
                    "sha256": "510b2b6998936973d075dcd9409dcdd6a3ef43ffe313243d11c1337a52282b7e"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2154.dev2154.tar.gz",
                "has_sig": false,
                "md5_digest": "4e02bb7df9f9a39195db0f19bfaf879c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24663,
                "upload_time": "2020-06-29T23:05:12",
                "upload_time_iso_8601": "2020-06-29T23:05:12.096255Z",
                "url": "https://files.pythonhosted.org/packages/86/a0/a5d3a4d4b07b0db45ad24493642514d933e461a04301fd7b4b45237b93ff/microcosm-sagemaker-0.2154.dev2154.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2160.dev2160": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "8dd168a99e3ddf52d83878d23169a909",
                    "sha256": "a4a8dd00b36bf866cbd7cff6ab4f78a9a84ece12133c5ad90d5240ea56677289"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2160.dev2160.tar.gz",
                "has_sig": false,
                "md5_digest": "8dd168a99e3ddf52d83878d23169a909",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24670,
                "upload_time": "2020-06-30T17:59:40",
                "upload_time_iso_8601": "2020-06-30T17:59:40.335281Z",
                "url": "https://files.pythonhosted.org/packages/2b/dd/7421756383f993334b42e12df1c2b727cc287b2d283b5c284cb579ff4b51/microcosm-sagemaker-0.2160.dev2160.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2176.dev2176": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1abdfde26b4e14ef5a082a87cbb9cb56",
                    "sha256": "eaf762bd0ce9d83112ac628388874e79e66a693bffe9172cca90e5b58c629d46"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2176.dev2176.tar.gz",
                "has_sig": false,
                "md5_digest": "1abdfde26b4e14ef5a082a87cbb9cb56",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24786,
                "upload_time": "2020-07-06T20:55:54",
                "upload_time_iso_8601": "2020-07-06T20:55:54.493957Z",
                "url": "https://files.pythonhosted.org/packages/ea/53/f3d50734e4c5ca8428189d19e94e3c1bfb28fa0ec68f661e7897b2141cba/microcosm-sagemaker-0.2176.dev2176.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2182.dev2182": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2eea42291194228568ed6db05c207e0a",
                    "sha256": "2600e7275c4a4f9f2b90466712f58ae1a408cffc01f1753caaaa0f3a209f5231"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2182.dev2182.tar.gz",
                "has_sig": false,
                "md5_digest": "2eea42291194228568ed6db05c207e0a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24796,
                "upload_time": "2020-07-06T21:39:27",
                "upload_time_iso_8601": "2020-07-06T21:39:27.716034Z",
                "url": "https://files.pythonhosted.org/packages/22/01/05fa671c8ef4a305f04ba1ea674618157449d2b5c8cd1a196e4c23f5e7af/microcosm-sagemaker-0.2182.dev2182.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2188.dev2188": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "13d4c5f266a71e5254fe5e109a1cee7d",
                    "sha256": "05d304d5547abc6da725ed4cdfb6848ae5960285c96dfa5d46c2597d36db954c"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2188.dev2188.tar.gz",
                "has_sig": false,
                "md5_digest": "13d4c5f266a71e5254fe5e109a1cee7d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24795,
                "upload_time": "2020-07-06T21:49:48",
                "upload_time_iso_8601": "2020-07-06T21:49:48.494799Z",
                "url": "https://files.pythonhosted.org/packages/8c/8b/2c05c9769150d29654bc48c70e45acd1cd0922a3b26da1afe0df9b9968cf/microcosm-sagemaker-0.2188.dev2188.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2194.dev2194": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "dc5c183122a2724fd6ad6dd278a2bca2",
                    "sha256": "72ff22d5c0fa19e3e735dc91c0827ae259aae4039a01d45c810277f0ef8978eb"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2194.dev2194.tar.gz",
                "has_sig": false,
                "md5_digest": "dc5c183122a2724fd6ad6dd278a2bca2",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24794,
                "upload_time": "2020-07-06T22:53:04",
                "upload_time_iso_8601": "2020-07-06T22:53:04.604089Z",
                "url": "https://files.pythonhosted.org/packages/0f/f1/19add74fec9a5347e10fecfdff08b1612ac9d908dcd857cc6c5474ec21df/microcosm-sagemaker-0.2194.dev2194.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2206.dev2206": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3405e061c672ddd0e7a2e8a00a197ac6",
                    "sha256": "0e2515c6d3bbfc6d1871eb182def4aa6041766d85af550a36af50c74c4cb1f1e"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2206.dev2206.tar.gz",
                "has_sig": false,
                "md5_digest": "3405e061c672ddd0e7a2e8a00a197ac6",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24796,
                "upload_time": "2020-07-07T01:08:15",
                "upload_time_iso_8601": "2020-07-07T01:08:15.995915Z",
                "url": "https://files.pythonhosted.org/packages/02/ee/a564a5efd8909ecd1d9982478c4792b4bdb4b2121609ffd478cb75ea52f4/microcosm-sagemaker-0.2206.dev2206.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2230.dev2230": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7b44f71bcd4ad1f58c9a4412655e40e7",
                    "sha256": "4fcceea5fb1113be0f4a0c79fefc902ba9f85a75dd016b536ccfa2d8d62124b7"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2230.dev2230.tar.gz",
                "has_sig": false,
                "md5_digest": "7b44f71bcd4ad1f58c9a4412655e40e7",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24923,
                "upload_time": "2020-07-09T21:20:14",
                "upload_time_iso_8601": "2020-07-09T21:20:14.830464Z",
                "url": "https://files.pythonhosted.org/packages/eb/63/d98981f4659c0959a26d8d6a3fbef6d0f3283b4e9b36a66af9e68e932c53/microcosm-sagemaker-0.2230.dev2230.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2236.dev2236": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "67735ce011b94716d0a00c391c46735b",
                    "sha256": "299824b1c3a1906d9a951441ffd4e608742aea5b98eccf4936c24301840f380f"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2236.dev2236.tar.gz",
                "has_sig": false,
                "md5_digest": "67735ce011b94716d0a00c391c46735b",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24794,
                "upload_time": "2020-07-09T22:38:56",
                "upload_time_iso_8601": "2020-07-09T22:38:56.460308Z",
                "url": "https://files.pythonhosted.org/packages/e4/c3/870fe61a68083aa5603eca41b404c1870bd0ffaf3ebceef5eb5a719645ed/microcosm-sagemaker-0.2236.dev2236.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2242.dev2242": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2f20bda8c963395fbd6e6308c0b11850",
                    "sha256": "d0bb252ee26cd4731ed02b236ad60d321a03922b93c9e81b55369687c5b35ef1"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2242.dev2242.tar.gz",
                "has_sig": false,
                "md5_digest": "2f20bda8c963395fbd6e6308c0b11850",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24799,
                "upload_time": "2020-07-09T22:47:53",
                "upload_time_iso_8601": "2020-07-09T22:47:53.002175Z",
                "url": "https://files.pythonhosted.org/packages/0a/36/97d955ff4a1d2d30fc68670d32995f330cde71db6473a4d296812088459f/microcosm-sagemaker-0.2242.dev2242.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2248.dev2248": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "208b59cceaeacb5b2c128f39326f05b7",
                    "sha256": "8c321c2f5a3a0f87992816c09f41fbe7f6cef6cddbfaf0394131ca7961d7154f"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2248.dev2248.tar.gz",
                "has_sig": false,
                "md5_digest": "208b59cceaeacb5b2c128f39326f05b7",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24806,
                "upload_time": "2020-07-09T22:58:49",
                "upload_time_iso_8601": "2020-07-09T22:58:49.445034Z",
                "url": "https://files.pythonhosted.org/packages/a1/ae/bb993eb5ebe821ed3b9683fc6e6cacde8142466a26634d59c23f65e02a3e/microcosm-sagemaker-0.2248.dev2248.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2254.dev2254": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "693a21f2704ceec2bb193aabcbbb56a7",
                    "sha256": "608472007b480b6ef3669358707a1c35fbee36f3eb9c19fed44c6ab22afd530f"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2254.dev2254.tar.gz",
                "has_sig": false,
                "md5_digest": "693a21f2704ceec2bb193aabcbbb56a7",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24798,
                "upload_time": "2020-07-09T23:06:10",
                "upload_time_iso_8601": "2020-07-09T23:06:10.270397Z",
                "url": "https://files.pythonhosted.org/packages/16/4e/84b1f4235df5c84a6354fe384f876a3003c5dc68012e005e869ff3763eed/microcosm-sagemaker-0.2254.dev2254.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2265.dev2265": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "69f7df07067470d55235dcd7e5685174",
                    "sha256": "43cff2b77d2fe6f9520d8614e2ca13d79d20c81bcfd9b577c6654e6146919215"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2265.dev2265.tar.gz",
                "has_sig": false,
                "md5_digest": "69f7df07067470d55235dcd7e5685174",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24801,
                "upload_time": "2020-07-09T23:29:10",
                "upload_time_iso_8601": "2020-07-09T23:29:10.115483Z",
                "url": "https://files.pythonhosted.org/packages/21/3c/7c726197fd51c16c87b55b9640f1151db35328dd73ebb4e4342ffd66161e/microcosm-sagemaker-0.2265.dev2265.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2277.dev2277": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "864c39c7abf7256f4d4548e80da34a52",
                    "sha256": "0959b55ecb540c28a1cb2a5abd2f22039fdf31851d7e3e5c4b7cc6b169c8910e"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2277.dev2277.tar.gz",
                "has_sig": false,
                "md5_digest": "864c39c7abf7256f4d4548e80da34a52",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24930,
                "upload_time": "2020-07-13T19:48:16",
                "upload_time_iso_8601": "2020-07-13T19:48:16.201930Z",
                "url": "https://files.pythonhosted.org/packages/04/94/d6ba10c00e21aef39e5e9bbd3d4d898210669bdde9caebe420a63b2c0985/microcosm-sagemaker-0.2277.dev2277.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2278.dev2278": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7669160d164229e1b363098d3adf8763",
                    "sha256": "9fd8720e5efba1e28eacc95e67c61030947374afe498fd4dbf87a0ce4a4f0ae3"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2278.dev2278.tar.gz",
                "has_sig": false,
                "md5_digest": "7669160d164229e1b363098d3adf8763",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24877,
                "upload_time": "2020-07-13T19:49:17",
                "upload_time_iso_8601": "2020-07-13T19:49:17.852094Z",
                "url": "https://files.pythonhosted.org/packages/48/09/028b529e447f0c1c8258b4904a2c43ea80bfd4c3d3957e803b948afdab47/microcosm-sagemaker-0.2278.dev2278.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2286.dev2286": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7a83b5d45e6e57b44e688e338e3ab0e4",
                    "sha256": "0617ba9510bbad859185c99cc3ed7caf31ea694be5d4c38374a56bff23791f12"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2286.dev2286.tar.gz",
                "has_sig": false,
                "md5_digest": "7a83b5d45e6e57b44e688e338e3ab0e4",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24872,
                "upload_time": "2020-07-13T19:55:56",
                "upload_time_iso_8601": "2020-07-13T19:55:56.795691Z",
                "url": "https://files.pythonhosted.org/packages/69/71/9a6940a09e25e416fa574398c81a74a2e921ff67a0d754263c59d3836223/microcosm-sagemaker-0.2286.dev2286.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2290.dev2290": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4d3e03f0f15ae2041a46548d55f5f97f",
                    "sha256": "3578845774b68945f49c75d852f230db1433c47b37edbc5dd30c1aeadcc47d95"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2290.dev2290.tar.gz",
                "has_sig": false,
                "md5_digest": "4d3e03f0f15ae2041a46548d55f5f97f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24876,
                "upload_time": "2020-07-13T20:02:14",
                "upload_time_iso_8601": "2020-07-13T20:02:14.724969Z",
                "url": "https://files.pythonhosted.org/packages/e0/d2/bd77cb9e35451922951855e9cf0926ddcef509458487185b0e118dede193/microcosm-sagemaker-0.2290.dev2290.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2296.dev2296": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2832fed13e4e8fde5d9cfe539b9e32ad",
                    "sha256": "6d59e6d5f5eabd6f9f6355b192917e06f8744391c08b267c623de14d0b50fa33"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2296.dev2296.tar.gz",
                "has_sig": false,
                "md5_digest": "2832fed13e4e8fde5d9cfe539b9e32ad",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24877,
                "upload_time": "2020-07-13T20:52:24",
                "upload_time_iso_8601": "2020-07-13T20:52:24.858984Z",
                "url": "https://files.pythonhosted.org/packages/29/14/c99b381fc0639d459ed7e9e8b0635344e1971f45e120ef1450b7d57253e6/microcosm-sagemaker-0.2296.dev2296.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2307.dev2307": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7153634ad0c8a650c725d1fb99333eed",
                    "sha256": "c2e4c459d06a149e52bc7bcaa24028e737d3677ca5ea39ff27eede739bbe0249"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.2307.dev2307.tar.gz",
                "has_sig": false,
                "md5_digest": "7153634ad0c8a650c725d1fb99333eed",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24876,
                "upload_time": "2020-07-13T22:29:27",
                "upload_time_iso_8601": "2020-07-13T22:29:27.502334Z",
                "url": "https://files.pythonhosted.org/packages/e0/46/a10be0fc876152728778c19afbf26721ccecd319f837d804a13568828c69/microcosm-sagemaker-0.2307.dev2307.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.3.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "40dc47e5a7a3f2923aa638e18ab408ef",
                    "sha256": "4949df81293b8da86cac83f4b3f24ea86039edce745bbb6f5f84ddf921f58059"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.3.0.tar.gz",
                "has_sig": false,
                "md5_digest": "40dc47e5a7a3f2923aa638e18ab408ef",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 18659,
                "upload_time": "2019-06-03T17:08:48",
                "upload_time_iso_8601": "2019-06-03T17:08:48.365277Z",
                "url": "https://files.pythonhosted.org/packages/31/ad/1fb9257c206f6c7bbf312a8ad1972b4c29030003e4591a0f1494c10a99ef/microcosm-sagemaker-0.3.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.3.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "06cbce7cd8f39f6c2155ed994d211d4f",
                    "sha256": "a3e977133c387c6e83281def7fdf70c5167418a5948cf861e5cdecc50c79c366"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.3.1.tar.gz",
                "has_sig": false,
                "md5_digest": "06cbce7cd8f39f6c2155ed994d211d4f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 19028,
                "upload_time": "2019-06-06T20:10:08",
                "upload_time_iso_8601": "2019-06-06T20:10:08.778124Z",
                "url": "https://files.pythonhosted.org/packages/11/de/6c8e1fde63c636845ddfbd491a6eba453d953db6fb5b102f33407f5d0d33/microcosm-sagemaker-0.3.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.4.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "02b2376d9f5419ebae9ee548a566ab5f",
                    "sha256": "da52fd72f68230cae1f23b8db83e714cdec003a53a8dd328f466847254c6ea01"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.4.0.tar.gz",
                "has_sig": false,
                "md5_digest": "02b2376d9f5419ebae9ee548a566ab5f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 18968,
                "upload_time": "2019-06-20T10:30:51",
                "upload_time_iso_8601": "2019-06-20T10:30:51.203053Z",
                "url": "https://files.pythonhosted.org/packages/42/9d/0e5cb14c0bd8c9b50a78e4b5e85376754d4c2e7d7d5fa0011f78f16b8dd7/microcosm-sagemaker-0.4.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.4.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "29149742ad2e2e03a536dfb3fd3c18fa",
                    "sha256": "3cb595a5bb07888589b5e383103848d1126507c49a90acffcd4ceb37f12b521f"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.4.1.tar.gz",
                "has_sig": false,
                "md5_digest": "29149742ad2e2e03a536dfb3fd3c18fa",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 20030,
                "upload_time": "2019-07-08T17:27:12",
                "upload_time_iso_8601": "2019-07-08T17:27:12.026784Z",
                "url": "https://files.pythonhosted.org/packages/ba/e3/c79c4f90a62dd62f28d14b48d434212ca187c683549a752ad83330e524bd/microcosm-sagemaker-0.4.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.4.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "fcf69b199e3a6b15a4a8a5c73734fdbf",
                    "sha256": "dc21ee8e7a21925519b9835fe578ce4a42fd4233575b82a9a492ba004f58aa22"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.4.2.tar.gz",
                "has_sig": false,
                "md5_digest": "fcf69b199e3a6b15a4a8a5c73734fdbf",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 21129,
                "upload_time": "2019-07-17T20:53:14",
                "upload_time_iso_8601": "2019-07-17T20:53:14.692370Z",
                "url": "https://files.pythonhosted.org/packages/4b/51/a015af9465a66100f2eeadbcff3dd28fa573578ffd620cde500b0bec3baa/microcosm-sagemaker-0.4.2.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.4.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c4986a1792ba29ffa9720f255324a3ee",
                    "sha256": "614fa768eecfe058cf7e47037780879205cec15c991f226e31156b783a5e164d"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.4.3.tar.gz",
                "has_sig": false,
                "md5_digest": "c4986a1792ba29ffa9720f255324a3ee",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 21131,
                "upload_time": "2019-07-19T23:46:16",
                "upload_time_iso_8601": "2019-07-19T23:46:16.944305Z",
                "url": "https://files.pythonhosted.org/packages/e7/d3/d7b5c0bebc9b7574212699532c09bc5f06309f11568e89542446078e9630/microcosm-sagemaker-0.4.3.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.5.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "68bc525f053c0780b454b354d99a6fb4",
                    "sha256": "b784d0d824f2dfb5d141f231720d172e42ec93c56ae3649eefcb5efbade0d701"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.5.0.tar.gz",
                "has_sig": false,
                "md5_digest": "68bc525f053c0780b454b354d99a6fb4",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 21429,
                "upload_time": "2019-08-20T18:19:06",
                "upload_time_iso_8601": "2019-08-20T18:19:06.262372Z",
                "url": "https://files.pythonhosted.org/packages/b8/57/7f9bb33062e9f5dfb93c702d6ce367f2142c5d06b0f0a08a5a97315bc5fc/microcosm-sagemaker-0.5.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.5.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "41a1ac5bcc5e28fca292c57c62d13674",
                    "sha256": "71621f21c161594340a9048f11793cbdc701a290784d29c739b6da261100ee38"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.5.1.tar.gz",
                "has_sig": false,
                "md5_digest": "41a1ac5bcc5e28fca292c57c62d13674",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 21431,
                "upload_time": "2019-08-29T16:25:14",
                "upload_time_iso_8601": "2019-08-29T16:25:14.373810Z",
                "url": "https://files.pythonhosted.org/packages/a2/2f/e6b8963191fa2383032f656cba996e1e0c33f859b06df7d81a825c7f751c/microcosm-sagemaker-0.5.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.5.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f1661790c3ec102a0d491493b52a856f",
                    "sha256": "541c82a0b3fdd52b4479b6cf95df46823abc2d196d6918463f0984ac0e9ebe16"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.5.2.tar.gz",
                "has_sig": false,
                "md5_digest": "f1661790c3ec102a0d491493b52a856f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 21694,
                "upload_time": "2019-08-30T14:24:27",
                "upload_time_iso_8601": "2019-08-30T14:24:27.615442Z",
                "url": "https://files.pythonhosted.org/packages/52/a6/57986dad7161c7e46c2137af6ef9432c073b962a61cdd240e99bc1c0414c/microcosm-sagemaker-0.5.2.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.6.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "e1924c43890c2ec3c34fdc8c01bdf3b8",
                    "sha256": "2a733e414b5b1405eddfeb9b3a9631b7189ca72b9b2c0aa2e195f21a2b23696c"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.6.0.tar.gz",
                "has_sig": false,
                "md5_digest": "e1924c43890c2ec3c34fdc8c01bdf3b8",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24025,
                "upload_time": "2019-09-10T16:41:23",
                "upload_time_iso_8601": "2019-09-10T16:41:23.848279Z",
                "url": "https://files.pythonhosted.org/packages/8e/c2/bd12921c0c03f16dd2bfced9b0353c0f64ee4da0e64ff2f25b6ef70199fd/microcosm-sagemaker-0.6.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.6.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "e61a852eec848ed0a360e3855c6aa188",
                    "sha256": "ccf52936f5e2dd385f4bf81f78571ecf69ebff3d07371167000d21f4f25f8930"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.6.1.tar.gz",
                "has_sig": false,
                "md5_digest": "e61a852eec848ed0a360e3855c6aa188",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24145,
                "upload_time": "2019-09-18T18:48:55",
                "upload_time_iso_8601": "2019-09-18T18:48:55.301474Z",
                "url": "https://files.pythonhosted.org/packages/7f/1a/db61872007b5bbc9f241122356170d549bba1241a97af7ff57ab20d685b9/microcosm-sagemaker-0.6.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.7.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "ac417ff808c627717a361602784e9a47",
                    "sha256": "b9965fd13ba06ee2f770ecc6fbeb9dc1ed6c9691b117c738cb1b76e5d63f692f"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.7.0.tar.gz",
                "has_sig": false,
                "md5_digest": "ac417ff808c627717a361602784e9a47",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 23305,
                "upload_time": "2019-09-20T20:33:43",
                "upload_time_iso_8601": "2019-09-20T20:33:43.914848Z",
                "url": "https://files.pythonhosted.org/packages/b4/ed/6f373ae5a5b252fddf047c538fb69d56b08fd529ee47a1047e19718011c7/microcosm-sagemaker-0.7.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.7.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "137abea59b2c0e946007bd0e5b69c8fd",
                    "sha256": "a5c36df2ccf46532b5f46e2cb7c93c2303d1110ee7cc010e9d0654dfa4a63042"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.7.1.tar.gz",
                "has_sig": false,
                "md5_digest": "137abea59b2c0e946007bd0e5b69c8fd",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 23274,
                "upload_time": "2019-10-24T01:07:37",
                "upload_time_iso_8601": "2019-10-24T01:07:37.685509Z",
                "url": "https://files.pythonhosted.org/packages/32/83/971451b9d760988c2802e64825dfb5127afd43358c853b0e9bd99448238b/microcosm-sagemaker-0.7.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6bb8e3660f6ec9852d331cc1cde49aef",
                    "sha256": "004cdc296cd9401d4db19c4aea1b10e0a343682fa1eb5af5e00470a514ed8c2d"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.8.0.tar.gz",
                "has_sig": false,
                "md5_digest": "6bb8e3660f6ec9852d331cc1cde49aef",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24716,
                "upload_time": "2019-11-14T21:39:04",
                "upload_time_iso_8601": "2019-11-14T21:39:04.591955Z",
                "url": "https://files.pythonhosted.org/packages/17/9c/436eece60eff85824b8821f0a321a4d14b867c42dbea2734ddfec639b1a7/microcosm-sagemaker-0.8.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1a786899f8cfb2fd4363eb71dbdb87b4",
                    "sha256": "bf29ee4700d96b6d16a525ed22b60fc14b1d7da8f511eed4cd666810d6685766"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.8.1.tar.gz",
                "has_sig": false,
                "md5_digest": "1a786899f8cfb2fd4363eb71dbdb87b4",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 25885,
                "upload_time": "2020-01-02T19:08:50",
                "upload_time_iso_8601": "2020-01-02T19:08:50.505120Z",
                "url": "https://files.pythonhosted.org/packages/08/e1/5c66693f36ed3e2354c892f3f2a84b036d8948118958a6a5a1646e138700/microcosm-sagemaker-0.8.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.10": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2f70b5571c4fab762c5cdc109a6cca23",
                    "sha256": "856b7eaea0a3e7a0b73a73c0cb383dac9d865ff343d32951b62bb27e0e29288a"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.8.10.tar.gz",
                "has_sig": false,
                "md5_digest": "2f70b5571c4fab762c5cdc109a6cca23",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 23870,
                "upload_time": "2021-01-27T22:11:13",
                "upload_time_iso_8601": "2021-01-27T22:11:13.041456Z",
                "url": "https://files.pythonhosted.org/packages/c8/28/6b7b9ef868b6559960e458721ae0b47f07ece40cce52ab26f65bdc5b825c/microcosm-sagemaker-0.8.10.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.12": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "36fa5158eca070ba2ac47f8c15e52fb9",
                    "sha256": "05a3e9f3ab9d6c4f0d8ea42727e6706b8d4406177fbeb6a5e119942f5a9de767"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.8.12.tar.gz",
                "has_sig": false,
                "md5_digest": "36fa5158eca070ba2ac47f8c15e52fb9",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 23878,
                "upload_time": "2021-04-29T21:34:49",
                "upload_time_iso_8601": "2021-04-29T21:34:49.533384Z",
                "url": "https://files.pythonhosted.org/packages/6f/e4/86bd517beab75d517034f400acd2f65e7aba86c47419592633263383129d/microcosm-sagemaker-0.8.12.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.13": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3d37ab62029d627d47530fd4ea97f532",
                    "sha256": "ee4766bc60c09edcb2af21665e734026ce0a169ab48bace25a564c314310a8d8"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.8.13.tar.gz",
                "has_sig": false,
                "md5_digest": "3d37ab62029d627d47530fd4ea97f532",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24418,
                "upload_time": "2021-05-13T17:25:14",
                "upload_time_iso_8601": "2021-05-13T17:25:14.956547Z",
                "url": "https://files.pythonhosted.org/packages/af/f1/012c46ca41549fef2db585eb26377cbe7523e185634ff3cf45a4640564a4/microcosm-sagemaker-0.8.13.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1c0f845b50a26948bb212268c8f4776c",
                    "sha256": "6cde90c76f9408fdacb6dbfc51cac188737d6f946687e960a805756c976ad6a1"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.8.2.tar.gz",
                "has_sig": false,
                "md5_digest": "1c0f845b50a26948bb212268c8f4776c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 25878,
                "upload_time": "2020-02-27T23:09:42",
                "upload_time_iso_8601": "2020-02-27T23:09:42.040412Z",
                "url": "https://files.pythonhosted.org/packages/4a/ad/a92d923b30f10a90441a50bbdb49d76efd28f9971d9520badcb567e16ab5/microcosm-sagemaker-0.8.2.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c3635912159a24fcbf65a6257131d376",
                    "sha256": "5c4da78312d183671ed352aa79115725035f4b94f8615ce6c38c5f2a295b5c62"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.8.3.tar.gz",
                "has_sig": false,
                "md5_digest": "c3635912159a24fcbf65a6257131d376",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 26187,
                "upload_time": "2020-04-30T10:31:52",
                "upload_time_iso_8601": "2020-04-30T10:31:52.163723Z",
                "url": "https://files.pythonhosted.org/packages/93/cf/ab22e7c95cbe7831fb6a63ea0d6819648ca42ad701b3962318dc0dd3c708/microcosm-sagemaker-0.8.3.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c1d10edecb15d0db118948f4865edb5d",
                    "sha256": "b57ad3ebdef72c611d151a29ed739863a75f001a6c7cdf0ea585319386565660"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.8.4.tar.gz",
                "has_sig": false,
                "md5_digest": "c1d10edecb15d0db118948f4865edb5d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24791,
                "upload_time": "2020-07-07T01:06:11",
                "upload_time_iso_8601": "2020-07-07T01:06:11.132502Z",
                "url": "https://files.pythonhosted.org/packages/5e/4e/4dcffd26e3b324254988ba7abd6c3c0c23c49c0146274a1a4edfb70f9ef9/microcosm-sagemaker-0.8.4.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a85e7a474f6008a2b7fce694340e2db3",
                    "sha256": "7b6acc29f6bd47e9f15db6a4dc2081a955bda61a76ae59b2cb84fe2dcd2fd30f"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.8.5.tar.gz",
                "has_sig": false,
                "md5_digest": "a85e7a474f6008a2b7fce694340e2db3",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24797,
                "upload_time": "2020-07-09T23:30:07",
                "upload_time_iso_8601": "2020-07-09T23:30:07.677358Z",
                "url": "https://files.pythonhosted.org/packages/0c/91/a94dd246b777f2730adf58bd882249f156ebf05ddc8b65e8f4d226f27977/microcosm-sagemaker-0.8.5.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a33ab3f9c07d65b3c6e1129c26fa5132",
                    "sha256": "7fa9e8599ce475c334fa0efd7f3e1a58eb78aa9ef811873d46b1e962b087773c"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.8.6.tar.gz",
                "has_sig": false,
                "md5_digest": "a33ab3f9c07d65b3c6e1129c26fa5132",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 24879,
                "upload_time": "2020-07-13T22:29:52",
                "upload_time_iso_8601": "2020-07-13T22:29:52.157782Z",
                "url": "https://files.pythonhosted.org/packages/19/82/7d00612cd5b14000d3582740bef8f4a253227638c92b2cacad8cfa67d02f/microcosm-sagemaker-0.8.6.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "32e6167db2121e5f91bc1021abd6f366",
                    "sha256": "8fc2e590b2ff5dc4f1bd8b487748cb4f0b898c47e9b54b71266c29e22cfef23c"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.8.7.tar.gz",
                "has_sig": false,
                "md5_digest": "32e6167db2121e5f91bc1021abd6f366",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 23766,
                "upload_time": "2020-12-02T22:23:00",
                "upload_time_iso_8601": "2020-12-02T22:23:00.364644Z",
                "url": "https://files.pythonhosted.org/packages/af/c5/1970987b47382b7e20e694cd069491d7ca66f701506271fcf5ff55c71be2/microcosm-sagemaker-0.8.7.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "308f4bd4ee2571197545b578485b23bc",
                    "sha256": "2c8398c94fcaf08efbc5c93e154214f2585d37aaf5ac81584dbf6e65d64d1db1"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.8.9.tar.gz",
                "has_sig": false,
                "md5_digest": "308f4bd4ee2571197545b578485b23bc",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 23841,
                "upload_time": "2021-01-25T22:58:29",
                "upload_time_iso_8601": "2021-01-25T22:58:29.953373Z",
                "url": "https://files.pythonhosted.org/packages/13/52/cd88437e587b8f9091010e46992513eb866abf60e6d0900c3d12cf63dd78/microcosm-sagemaker-0.8.9.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.9.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "cf396712547d855ee04b8406d460431d",
                    "sha256": "7a14da7f3f3ced285058432667a8d94cb987797dc253d8239feaf9bba3e89274"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.9.0.tar.gz",
                "has_sig": false,
                "md5_digest": "cf396712547d855ee04b8406d460431d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 25842,
                "upload_time": "2021-09-16T00:36:40",
                "upload_time_iso_8601": "2021-09-16T00:36:40.237203Z",
                "url": "https://files.pythonhosted.org/packages/01/d8/b884915277cc1177e69c00ce95c56271bec5f226134a542e761625361c21/microcosm-sagemaker-0.9.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.9.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1c71f907f2f5396787014528c1cadb97",
                    "sha256": "175335b17159d32a3894e87f2143ed93c3ec5824f4c8cd40da12823fd1a870bf"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.9.1.tar.gz",
                "has_sig": false,
                "md5_digest": "1c71f907f2f5396787014528c1cadb97",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 25891,
                "upload_time": "2021-09-16T00:45:39",
                "upload_time_iso_8601": "2021-09-16T00:45:39.784982Z",
                "url": "https://files.pythonhosted.org/packages/96/16/4b74bd02516b074916d68ae810eff581c4bc929034e61166ecd020295558/microcosm-sagemaker-0.9.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.9.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7b06cad5ab212ea21a71c585978b5742",
                    "sha256": "bd1b994f3d65ca647fa64f199cdd89788ce99ea7212f62085fd2ce22867bea4f"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.9.2.tar.gz",
                "has_sig": false,
                "md5_digest": "7b06cad5ab212ea21a71c585978b5742",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 25889,
                "upload_time": "2021-09-16T14:51:14",
                "upload_time_iso_8601": "2021-09-16T14:51:14.614680Z",
                "url": "https://files.pythonhosted.org/packages/aa/0d/f189b52a92020124dfc10418c19624cf74e46eef612b9ea4b334e3e35f35/microcosm-sagemaker-0.9.2.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.9.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "ae11d8299c988fe88a023ed82215f9f5",
                    "sha256": "f1f78e7603a59c341a6ab7104d830307ee29d5744bb25e27fe683e9c4067908d"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.9.3.tar.gz",
                "has_sig": false,
                "md5_digest": "ae11d8299c988fe88a023ed82215f9f5",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 26006,
                "upload_time": "2021-09-16T16:19:53",
                "upload_time_iso_8601": "2021-09-16T16:19:53.652496Z",
                "url": "https://files.pythonhosted.org/packages/ee/59/73348f1f986f53e5501962a19d5ad3292880382a1a0a93316ea567c61dcd/microcosm-sagemaker-0.9.3.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.9.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "cf8189424e03f6ad9bf7723299c040d2",
                    "sha256": "4a785c317d04f7dbe767537f45bd65cd8fb34babf74173ccd5b17dc2860e453b"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.9.4.tar.gz",
                "has_sig": false,
                "md5_digest": "cf8189424e03f6ad9bf7723299c040d2",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 26138,
                "upload_time": "2021-09-21T20:32:54",
                "upload_time_iso_8601": "2021-09-21T20:32:54.794957Z",
                "url": "https://files.pythonhosted.org/packages/85/79/702ab4a9b7082b68d1f5f5039d19b6ff82020b6e4f4e70cbedffde5418b3/microcosm-sagemaker-0.9.4.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.9.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c2b81bdc58850cff49ad95f9d8fbe880",
                    "sha256": "0c4c71857c76e9fd52a76eca9ff634267dd033e344ad0294ebddd39cd03c4b85"
                },
                "downloads": -1,
                "filename": "microcosm-sagemaker-0.9.5.tar.gz",
                "has_sig": false,
                "md5_digest": "c2b81bdc58850cff49ad95f9d8fbe880",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6",
                "size": 27152,
                "upload_time": "2022-02-11T20:46:37",
                "upload_time_iso_8601": "2022-02-11T20:46:37.478917Z",
                "url": "https://files.pythonhosted.org/packages/85/be/23d9dd0f34034610854646d1f803eb1f634bb2e2913f4200ad66cb1383e2/microcosm-sagemaker-0.9.5.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "c2b81bdc58850cff49ad95f9d8fbe880",
                "sha256": "0c4c71857c76e9fd52a76eca9ff634267dd033e344ad0294ebddd39cd03c4b85"
            },
            "downloads": -1,
            "filename": "microcosm-sagemaker-0.9.5.tar.gz",
            "has_sig": false,
            "md5_digest": "c2b81bdc58850cff49ad95f9d8fbe880",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.6",
            "size": 27152,
            "upload_time": "2022-02-11T20:46:37",
            "upload_time_iso_8601": "2022-02-11T20:46:37.478917Z",
            "url": "https://files.pythonhosted.org/packages/85/be/23d9dd0f34034610854646d1f803eb1f634bb2e2913f4200ad66cb1383e2/microcosm-sagemaker-0.9.5.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "vulnerabilities": []
}