{
    "info": {
        "author": "Sebastien Briois, Guillaume Tiberi",
        "author_email": "sebriois@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Environment :: Web Environment",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: BSD License",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Topic :: Scientific/Engineering :: Bio-Informatics"
        ],
        "description": "# bioinfo_tools 0.3.1\n\n## Installation\n\n```bash\npip install bioinfo_tools\n```\n\n## Parsers\n\n*HEADS UP!* These parsers are still under development and usage is not consistent from one parser to another.\n\n### Fasta parser\n\n```python\nfrom bioinfo_tools.parsers.fasta import FastaParser\n\nfasta_parser = FastaParser()\n\n# by default, sequence IDs are separated by the firstly found '|' or ':'\nfor seqid, sequence in fasta_parser.read(\"/path/to/file.fasta\"):\n    print(seqid, sequence)\n\n# you may specify a specific separator for your sequence ID (e.g white space):\nfor seqid, sequence in fasta_parser.read(\"/path/to/file.fasta\", id_separator=\" \"):\n    print(seqid, sequence)\n```\n\n### GFF parser\n\n```python\nfrom bioinfo_tools.parsers.gff import Gff3\n\ngff_parser = Gff3()\nwith open(\"/path/to/file.gff\", \"r\") as fh:\n    for gene in gff_parser.read(fh):\n        print(gene)\n\nimport gzip\nwith gzip.open(\"/path/to/file.gz\", \"rb\") as fh:\n    for gene in gff_parser.read(fh):\n        print(gene)\n```\n\n### OBO parser\n\n\n```python\nfrom bioinfo_tools.parsers.obo import OboParser\n\nobo_parser = OboParser()\nwith open(\"/path/to/file.obo\") as fh:\n    go_terms = obo_parser.read(fh)\n\nfor go_term in go_terms.values():\n    print(go_term)\n\n    # you may also get the GO term parents via the parser\n    parents = obo_parser.get_parents(go_term)\n```\n\n## Usage Examples\n\n### Extract all introns sequences by parsing GFF and fasta files\n\nIn this example, we focus on a genome assembly. We will first load a GFF file containing gene annotations for this\nassembly, then load a fastA file containing the nucleic sequences of each chromosome in the genome.\nWe will then collect all transcript introns and extract their nucleic sequences.\n\n**__DISCLAIMER__**: for this example to work, your GFF file must expose at least the following feature types in column #3:\n - `gene`\n - one of `transcript|mRNA|RNA` (or lowercased version)\n\n\n```python\nfrom bioinfo_tools.genomic_features.chromosome import Chromosome\nfrom bioinfo_tools.parsers.gff import Gff3\nfrom bioinfo_tools.parsers.fasta import FastaParser\n\nchromosomes = dict()  # {<chromosome_id>: <bioinfo_tools.genomic_features.Chromosome>}\n\n# start with parsing a GFF file\ngff_parser = Gff3()\nwith open(\"/path/to/gene_models.gff\", \"r\") as fh:\n    for gene in gff_parser.read(fh):\n        chromosome = gene['seqid']\n\n        if chromosome not in chromosomes:\n            chromosomes[chromosome] = Chromosome(chromosome)  # init a new Chromosome object\n\n        chromosomes[chromosome].add_gene(gene)  # add the current gene to our Chromosome object\n\n# load our chromosome sequences in memory\nfasta_parser = FastaParser()\nfor chromosome, nucleic_sequence in fasta_parser.read(\"/path/to/genome_chromosomes.fasta\"):\n    if chromosome not in chromosomes:\n        chromosomes[chromosome] = Chromosome(chromosome)\n    # attach parsed chromosome sequence to our Chromosome object\n    chromosomes[chromosome].attach_nucleic_sequence(nucleic_sequence)\n\n# now, collect introns and extact their nucleic sequence\nintrons_sequences = dict()  #  {<intron_id>: <intron_sequence>}\nfor chromosome in chromosomes.values():\n    for gene in chromosome.genes:\n        for transcript in gene.transcripts:\n            for idx, intron in enumerate(transcript.introns):\n                intron_id = \"%s_intron_%s\" % (transcript.transcript_id, idx)\n                intron_seq = intron.extract(chromosome.nucleic_sequence)  # that we attached above\n                introns_sequences[intron_id] = intron_seq\n\n# from here, you can do what you want with the intron sequences (eg. write them to a fasta file, etc)\n# ...\n```\n\n__Note:__ when at the transcript level, you can grab its feature types as described in your GFF file by doing so:\n```python\nfor feature in transcript._get_features(\"exon\"):\n    print(feature)  # I'm an exon\n```\nFor convenience and clarity, following properties are available on transcript objects:\n```python\nprint(transcript.introns)  # will call transcript._get_features('intron') behind the scenes\nprint(transcript.exons)  # will call transcript._get_features('exon') behind the scenes\nprint(transcript.cds)  # will call transcript._get_features('cds') behind the scenes\nprint(transcript.polypeptide)  # will call transcript._get_features('polypeptide') behind the scenes\nprint(transcript.five_prime_utr)  # will call transcript._get_features('five_prime_utr') behind the scenes\nprint(transcript.three_prime_utr)  # will call transcript._get_features('three_prime_utr') behind the scenes\n```",
        "description_content_type": "",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/sebriois/bioinfo_tools",
        "keywords": "bioinformatics",
        "license": "BSD",
        "maintainer": "",
        "maintainer_email": "",
        "name": "bioinfo_tools",
        "package_url": "https://pypi.org/project/bioinfo_tools/",
        "platform": "",
        "project_url": "https://pypi.org/project/bioinfo_tools/",
        "project_urls": {
            "Homepage": "https://github.com/sebriois/bioinfo_tools"
        },
        "release_url": "https://pypi.org/project/bioinfo_tools/0.3.1/",
        "requires_dist": null,
        "requires_python": "",
        "summary": "Python library that parses GFF, Fasta files into python classes",
        "version": "0.3.1"
    },
    "last_serial": 3729602,
    "releases": {
        "0.0.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "613e51ac64b2f48337550a5f2195a218",
                    "sha256": "9f16f7d9763a5f52f1edaa2017c645ee4491db50f9a3aeedbcc2d1ef27a1cf7e"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.0.1.tar.gz",
                "has_sig": false,
                "md5_digest": "613e51ac64b2f48337550a5f2195a218",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 7591,
                "upload_time": "2017-03-30T09:10:24",
                "url": "https://files.pythonhosted.org/packages/2b/01/683aafda187ce03f07175e5d642b56a12506a596a285d21b3b81c75030fa/bioinfo_tools-0.0.1.tar.gz"
            }
        ],
        "0.0.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a44c18e3dd2cecbf7f16e42071f63f0d",
                    "sha256": "6d1269b5c9e6564703accbff71e21e2b0a9c699dbbe031d94f1bfbc1ccebb56b"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.0.2.tar.gz",
                "has_sig": false,
                "md5_digest": "a44c18e3dd2cecbf7f16e42071f63f0d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 7612,
                "upload_time": "2017-03-30T14:56:39",
                "url": "https://files.pythonhosted.org/packages/45/b2/3abf4a47a50ff0320b0aa153087ebd27d7639c0c7d2204d5f8f701f3f0a4/bioinfo_tools-0.0.2.tar.gz"
            }
        ],
        "0.0.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2fafbf1c4835e8211e5441b24600e1e9",
                    "sha256": "399689049428076453ed7a0387b8197d7ee3e18a2a75fc3ffbd3123889b7e52e"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.0.3.tar.gz",
                "has_sig": false,
                "md5_digest": "2fafbf1c4835e8211e5441b24600e1e9",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 7815,
                "upload_time": "2017-04-07T11:40:52",
                "url": "https://files.pythonhosted.org/packages/34/d9/93bbb543aeb946878d2d776af7cb0c978b1b87716cef055119c5bbe0f83f/bioinfo_tools-0.0.3.tar.gz"
            }
        ],
        "0.0.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "edba0d45094fb872479bd69b6dd86cc1",
                    "sha256": "0bd429bb99489b5a5b4fdc8ab138e438e8a6f48a00c67569fdd24030c40adc47"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.0.4.tar.gz",
                "has_sig": false,
                "md5_digest": "edba0d45094fb872479bd69b6dd86cc1",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8037,
                "upload_time": "2017-04-17T20:36:13",
                "url": "https://files.pythonhosted.org/packages/6a/b1/b5e6fbd1035f27d642ca95e2e6e0b26a81aca1515eece79301e0e460be29/bioinfo_tools-0.0.4.tar.gz"
            }
        ],
        "0.0.8": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "080be1f9eb337991f9ee7398f17ad4f2",
                    "sha256": "5d01015ba96842187c45cc86fd85c06375cc3bc744e3df39dee63543c28e6ab2"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.0.8.tar.gz",
                "has_sig": false,
                "md5_digest": "080be1f9eb337991f9ee7398f17ad4f2",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8046,
                "upload_time": "2017-05-23T08:54:45",
                "url": "https://files.pythonhosted.org/packages/a9/b9/4643fb284d8da00d40b8ff2e9e1a31b3e8a891070aefe51e30afc31e24bc/bioinfo_tools-0.0.8.tar.gz"
            }
        ],
        "0.0.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "545bb1fa2fe8ef905d30b8ae97b91e1e",
                    "sha256": "eb7c00868934456c1a144bdd2072883eac06c840670677731c7cd15793f6ca05"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.0.9.tar.gz",
                "has_sig": false,
                "md5_digest": "545bb1fa2fe8ef905d30b8ae97b91e1e",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8571,
                "upload_time": "2017-07-10T12:34:03",
                "url": "https://files.pythonhosted.org/packages/75/2b/666c481e84a1493e72603faa32d06e73fe53f7d9e1aaef0da4a95733e2e2/bioinfo_tools-0.0.9.tar.gz"
            }
        ],
        "0.1.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "0258f976f7dc9c07c3b8d19352fae8e5",
                    "sha256": "4c9f2df22133eeb59dcea18485d4e518d4f33a26b2f38f23239ef960e5b222cc"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.1.0.tar.gz",
                "has_sig": false,
                "md5_digest": "0258f976f7dc9c07c3b8d19352fae8e5",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8575,
                "upload_time": "2017-08-08T16:05:02",
                "url": "https://files.pythonhosted.org/packages/5e/6c/1e305db0b3b81ba06adb877f5ca1eb58ed828ddee8caf1cab9d0c39851d0/bioinfo_tools-0.1.0.tar.gz"
            }
        ],
        "0.1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "254d14b00bd1fb999bf6a40acfbfd58b",
                    "sha256": "b4abdb9a32a8367ad273b79aefe9ee80abfba8a3093aafb53d69bf15d58d833b"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.1.1.tar.gz",
                "has_sig": false,
                "md5_digest": "254d14b00bd1fb999bf6a40acfbfd58b",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8595,
                "upload_time": "2017-09-04T09:10:46",
                "url": "https://files.pythonhosted.org/packages/ec/ac/868f08c2ea1fcc3357a3deb68c28f34d31670896b0cb38fbfe02e573eb42/bioinfo_tools-0.1.1.tar.gz"
            }
        ],
        "0.1.10": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "efeea973b8ecfaaa15f8544053223153",
                    "sha256": "d699427a4cf58568d0a68c18e109ff534619219d54293f9c790654a13e7f1e78"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.1.10.tar.gz",
                "has_sig": false,
                "md5_digest": "efeea973b8ecfaaa15f8544053223153",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10081,
                "upload_time": "2017-10-14T14:09:00",
                "url": "https://files.pythonhosted.org/packages/4b/d2/b94cdee020fd5c3de5617ec5d2765f22642cd96d99d0c07659bd1b61b618/bioinfo_tools-0.1.10.tar.gz"
            }
        ],
        "0.1.11": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a3c205b5b86942ed8a65b509787d602f",
                    "sha256": "a31f666ff3d410e91779c7985ade95f8dd65f69bd069a9dca53555aa271e01eb"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.1.11.tar.gz",
                "has_sig": false,
                "md5_digest": "a3c205b5b86942ed8a65b509787d602f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10105,
                "upload_time": "2017-10-14T14:19:03",
                "url": "https://files.pythonhosted.org/packages/cd/d1/0887925ff280dad292921728a7833d8da609cbddb442fd5ee6df673f0b61/bioinfo_tools-0.1.11.tar.gz"
            }
        ],
        "0.1.12": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7655d25aac9393cac6aa087a6eb22221",
                    "sha256": "8d55f46eddeb0fe6b5e498a46c39b6b45c68f0057edac7724254cda8eecc1fbe"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.1.12.tar.gz",
                "has_sig": false,
                "md5_digest": "7655d25aac9393cac6aa087a6eb22221",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10122,
                "upload_time": "2017-10-26T09:17:51",
                "url": "https://files.pythonhosted.org/packages/c6/54/c98b2a16127e989405a8e67dae17110603fbeeeb2bcaf18df49784659743/bioinfo_tools-0.1.12.tar.gz"
            }
        ],
        "0.1.13": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4ca8fde02f41f0bb8cf7fc6c0c5fe78d",
                    "sha256": "423cb70b7e2d9b39a94428c8731f5af1f54ed9e5b30ca14d353460579c83b208"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.1.13.tar.gz",
                "has_sig": false,
                "md5_digest": "4ca8fde02f41f0bb8cf7fc6c0c5fe78d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10139,
                "upload_time": "2017-10-26T09:39:30",
                "url": "https://files.pythonhosted.org/packages/69/d1/eca6463e93fef85c3c9aeeece4bc535c34c7715099350ee14e5b8a2efe85/bioinfo_tools-0.1.13.tar.gz"
            }
        ],
        "0.1.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6a3a80067c7d144adb719e09efb93ce5",
                    "sha256": "f675a709940ab9b87449db3ef6ab0c0356b37b82e3fb7a55a88bb6619f5e7003"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.1.2.tar.gz",
                "has_sig": false,
                "md5_digest": "6a3a80067c7d144adb719e09efb93ce5",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8685,
                "upload_time": "2017-09-04T13:10:29",
                "url": "https://files.pythonhosted.org/packages/f5/8c/291de953b2e3769c40f39a31d801da1f2b504997a9ee2485b48f9e589919/bioinfo_tools-0.1.2.tar.gz"
            }
        ],
        "0.1.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f1665c5f8cc556cbba83d65eeb8dbca5",
                    "sha256": "7769e530ddc53f815261c28f0db1ff00b531e1a78c1ad0dd875170f56ed1ab5a"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.1.3.tar.gz",
                "has_sig": false,
                "md5_digest": "f1665c5f8cc556cbba83d65eeb8dbca5",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10190,
                "upload_time": "2017-09-18T08:11:00",
                "url": "https://files.pythonhosted.org/packages/fc/26/a07722da999f7cd813c4f01a73405bacf31b9ca7f7a2de64ee688602ebea/bioinfo_tools-0.1.3.tar.gz"
            }
        ],
        "0.1.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "13b057063f69fee2d1b7127ed6153a0b",
                    "sha256": "4755b71cfe8a4ac573a7cbf64d7d1971a32ba2cb01a46d60894e91c050813e2e"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.1.4.tar.gz",
                "has_sig": false,
                "md5_digest": "13b057063f69fee2d1b7127ed6153a0b",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 9973,
                "upload_time": "2017-09-18T08:52:10",
                "url": "https://files.pythonhosted.org/packages/c8/7f/1af8739ea40e5b8499de4628b1b5648dea743e5f453c9428e78ef6012b1d/bioinfo_tools-0.1.4.tar.gz"
            }
        ],
        "0.1.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3bc33ce6653aa815ce71c61f62fa02f6",
                    "sha256": "9cff5d8253680050dc86b0241958bdd451653840078230fe8475e31cda4c8af8"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.1.5.tar.gz",
                "has_sig": false,
                "md5_digest": "3bc33ce6653aa815ce71c61f62fa02f6",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 9959,
                "upload_time": "2017-09-20T11:50:20",
                "url": "https://files.pythonhosted.org/packages/bf/da/2f2a10518e84e73fe3ff4d39e07de74437d930abb867eaff383fdf3b3664/bioinfo_tools-0.1.5.tar.gz"
            }
        ],
        "0.1.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b118600a72694b4bda3c815e9f79ef42",
                    "sha256": "23277a35006bb05c8e23d938b72b42124c2aff6ffdb31d06e98144ca413e990a"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.1.6.tar.gz",
                "has_sig": false,
                "md5_digest": "b118600a72694b4bda3c815e9f79ef42",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10007,
                "upload_time": "2017-09-21T08:56:14",
                "url": "https://files.pythonhosted.org/packages/b1/01/025259df64155831daae2500cb214ad8aba99d722a3bfc00abe2fd8d1533/bioinfo_tools-0.1.6.tar.gz"
            }
        ],
        "0.1.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "dc66092abcd4102c348ab7d735181828",
                    "sha256": "0f8e96346337a3a49220c664703ae069622189300b32802467d171bb669bf98e"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.1.7.tar.gz",
                "has_sig": false,
                "md5_digest": "dc66092abcd4102c348ab7d735181828",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10013,
                "upload_time": "2017-09-21T14:48:00",
                "url": "https://files.pythonhosted.org/packages/2b/73/9c49cf18bb55f16926fa0d20293783bd83042663a9647f8014660b903de0/bioinfo_tools-0.1.7.tar.gz"
            }
        ],
        "0.1.8": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "efb802e672f0e514c643b89fcc313043",
                    "sha256": "3bdb8bdf2ee629b42d73b427a870c07fd0d243700644441b04c26832c9f3e779"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.1.8.tar.gz",
                "has_sig": false,
                "md5_digest": "efb802e672f0e514c643b89fcc313043",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10088,
                "upload_time": "2017-10-14T13:40:18",
                "url": "https://files.pythonhosted.org/packages/18/6d/57f89f9c257a57d8bf42b9bac1e2bd160c43174ff2e0a5cf49d88512278e/bioinfo_tools-0.1.8.tar.gz"
            }
        ],
        "0.1.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "079c662b5b7503bcbe59e3a9758915a7",
                    "sha256": "04399174f25a963010f9cced7ceefe32fd1d09d67a8b16524aed7a581450515c"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.1.9.tar.gz",
                "has_sig": false,
                "md5_digest": "079c662b5b7503bcbe59e3a9758915a7",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10087,
                "upload_time": "2017-10-14T13:59:56",
                "url": "https://files.pythonhosted.org/packages/e5/93/04f424d077f32b8dadac75b7490ebfcf1790f6f9a2113c96e22dedf42313/bioinfo_tools-0.1.9.tar.gz"
            }
        ],
        "0.1.9.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d330d2df101940c91812e7099d3275d0",
                    "sha256": "a3b7d5b0cf8b7663924a86add705580deae07e55d8ca679715bb0b002e774d17"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.1.9.1.tar.gz",
                "has_sig": false,
                "md5_digest": "d330d2df101940c91812e7099d3275d0",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10085,
                "upload_time": "2017-10-14T14:05:31",
                "url": "https://files.pythonhosted.org/packages/70/62/974a39b9e35b5778cf2b59bb650846d14ce99556cb873ae303758bcac972/bioinfo_tools-0.1.9.1.tar.gz"
            }
        ],
        "0.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "9c70201ad3028961f89b5e4da007ab4c",
                    "sha256": "ff4cf0fa2f9ffa720a5100558f4f8294bab5b7eee512d07f03d88b0aabcd2517"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.2.tar.gz",
                "has_sig": false,
                "md5_digest": "9c70201ad3028961f89b5e4da007ab4c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10205,
                "upload_time": "2017-11-14T10:01:28",
                "url": "https://files.pythonhosted.org/packages/23/fc/23565faf83eb209ce79391c865cdcce2b89e83c6f524fef89eb777a17b5d/bioinfo_tools-0.2.tar.gz"
            }
        ],
        "0.2.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "65b8d7195dde5243b89a024bb1680ec5",
                    "sha256": "c84548061871470406530572ae6f79cb80f717a483a820ed6e6261c8af341bf4"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.2.1.tar.gz",
                "has_sig": false,
                "md5_digest": "65b8d7195dde5243b89a024bb1680ec5",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10237,
                "upload_time": "2017-11-15T09:03:59",
                "url": "https://files.pythonhosted.org/packages/30/91/4df8b89bfcefabb46a7e9a715003c8de21e976046bc6ac180b8eb121c40c/bioinfo_tools-0.2.1.tar.gz"
            }
        ],
        "0.2.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "efd14b7aacca406ec6d7b00b72c46052",
                    "sha256": "d1dff81933d154565cb655b6519615a4b10445ed92b6b1bf9ba2c2cc9f8ad6b7"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.2.2.tar.gz",
                "has_sig": false,
                "md5_digest": "efd14b7aacca406ec6d7b00b72c46052",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10257,
                "upload_time": "2017-11-20T14:14:42",
                "url": "https://files.pythonhosted.org/packages/cd/31/c723ad3c4c571b541f40d03d8b3ab05f2bd06289fd6b8270fc6601551889/bioinfo_tools-0.2.2.tar.gz"
            }
        ],
        "0.2.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "49875e75b0c78aa71c19bfe7c8dd8df0",
                    "sha256": "2d86f92a862ba8a298fb7c8dc19c8ab90306b059315a50acc900b6d470172fbd"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.2.3.tar.gz",
                "has_sig": false,
                "md5_digest": "49875e75b0c78aa71c19bfe7c8dd8df0",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10433,
                "upload_time": "2017-11-21T08:17:17",
                "url": "https://files.pythonhosted.org/packages/e3/7e/a26ababb6f3524540d64e846e911359ca877b89e6e7f678099e62951af01/bioinfo_tools-0.2.3.tar.gz"
            }
        ],
        "0.2.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "0ba7a2f7896ccddcede505686fc1767a",
                    "sha256": "12052b922a77cae0c807380c5589dc7821792ea67ed6b713dacf33257f0cd7d8"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.2.4.tar.gz",
                "has_sig": false,
                "md5_digest": "0ba7a2f7896ccddcede505686fc1767a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10420,
                "upload_time": "2017-11-22T09:03:51",
                "url": "https://files.pythonhosted.org/packages/a2/6e/049bce8a4e991359c9e75e33d7c8ed71780691e204fed5e2c30fd74c1d18/bioinfo_tools-0.2.4.tar.gz"
            }
        ],
        "0.2.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c42c78ba756fd9054ad7b76f70320cea",
                    "sha256": "83533ca857ed9945bc1c169dbda30946dd1bc7982af10168379d8e8ee98e3bcb"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.2.5.tar.gz",
                "has_sig": false,
                "md5_digest": "c42c78ba756fd9054ad7b76f70320cea",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10527,
                "upload_time": "2017-12-07T10:11:15",
                "url": "https://files.pythonhosted.org/packages/be/ae/bc24c0d1cb89f70eb23a7e6d281d284f793f5bac0155fd60184ec4c55a0d/bioinfo_tools-0.2.5.tar.gz"
            }
        ],
        "0.2.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f759a75d2b60dc69d1dbae9344f5a7e3",
                    "sha256": "94e57d58976b8eea6bf273e11a71a9ef80735a650c843608f84baa5152fbfa11"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.2.6.tar.gz",
                "has_sig": false,
                "md5_digest": "f759a75d2b60dc69d1dbae9344f5a7e3",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10536,
                "upload_time": "2017-12-07T11:20:45",
                "url": "https://files.pythonhosted.org/packages/97/bb/1158c347a52601dafd6347b921cea765e5351070d347efe08b63ea7b91f8/bioinfo_tools-0.2.6.tar.gz"
            }
        ],
        "0.2.6.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "cce597798bf332ab1b72bee9f3c02666",
                    "sha256": "f38734388e9941829f39e2e5cdbaf5701020b70529cf3cf86b65268ab23ca2b8"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.2.6.1.tar.gz",
                "has_sig": false,
                "md5_digest": "cce597798bf332ab1b72bee9f3c02666",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10551,
                "upload_time": "2017-12-07T12:16:14",
                "url": "https://files.pythonhosted.org/packages/0b/5c/3dc5ea3f4cd31d9db85951cce40724d10cda8429ef88f209302b075a54fc/bioinfo_tools-0.2.6.1.tar.gz"
            }
        ],
        "0.2.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c43580c1535085f0797d9a76cbf585ec",
                    "sha256": "d42f85b3d3ee70b69904a9142a4ccc199d4535812c11236a710237024f901572"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.2.7.tar.gz",
                "has_sig": false,
                "md5_digest": "c43580c1535085f0797d9a76cbf585ec",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 11743,
                "upload_time": "2018-02-02T10:23:10",
                "url": "https://files.pythonhosted.org/packages/ee/59/c0943372b2b904642767e1b478e922bae08d56be712abb7807c82c7f7c05/bioinfo_tools-0.2.7.tar.gz"
            }
        ],
        "0.3.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "30eadc7b125ec020fa839fbae2ea8f87",
                    "sha256": "f01bcd2b18258cf603c26990cc8e775f2e82b7e2b8c223e1cd4e97633d6cf464"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.3.0.tar.gz",
                "has_sig": false,
                "md5_digest": "30eadc7b125ec020fa839fbae2ea8f87",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 12346,
                "upload_time": "2018-02-22T11:00:09",
                "url": "https://files.pythonhosted.org/packages/37/a9/98e108946c7ce861f5adb7c65aa8fa9343f4dc372a77422bd8d69d7c0960/bioinfo_tools-0.3.0.tar.gz"
            }
        ],
        "0.3.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "79029c907c72764db0974acd8d9cf02a",
                    "sha256": "23ac89a04e18081b5792a44635abfec870d36b93a437837bd2f7b7660a9a085c"
                },
                "downloads": -1,
                "filename": "bioinfo_tools-0.3.1.tar.gz",
                "has_sig": false,
                "md5_digest": "79029c907c72764db0974acd8d9cf02a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 12358,
                "upload_time": "2018-04-03T13:25:50",
                "url": "https://files.pythonhosted.org/packages/0b/79/69b6fa350d0f8074c64a53642ddcf6e8453f1c1ed9d06f636bd70efb5686/bioinfo_tools-0.3.1.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "79029c907c72764db0974acd8d9cf02a",
                "sha256": "23ac89a04e18081b5792a44635abfec870d36b93a437837bd2f7b7660a9a085c"
            },
            "downloads": -1,
            "filename": "bioinfo_tools-0.3.1.tar.gz",
            "has_sig": false,
            "md5_digest": "79029c907c72764db0974acd8d9cf02a",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 12358,
            "upload_time": "2018-04-03T13:25:50",
            "url": "https://files.pythonhosted.org/packages/0b/79/69b6fa350d0f8074c64a53642ddcf6e8453f1c1ed9d06f636bd70efb5686/bioinfo_tools-0.3.1.tar.gz"
        }
    ]
}