Example.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "80903063-f303-4374-ab01-648baddef8b9",
   "metadata": {},
   "outputs": [],
   "source": [
    "import brainimagelibrary as brainzzz\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b6bdf11b-7d69-4165-985c-401e02f31bad",
   "metadata": {},
   "outputs": [],
   "source": [
    "bildid = 'ace-ace-ace'\n",
    "inventory = brainzzz.inventory.get(bildid=bildid)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "399161f7-3b03-456c-bae7-c3ddf08e13cb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'affiliation': 'Cold Spring Harbor Laboratory',\n",
       " 'award_number': '1-U19-MH114821-01',\n",
       " 'contributor_name': 'Z. Josh Huang',\n",
       " 'creation_date': 'Wed Dec  5 05:38:10 2018',\n",
       " 'dataset_uuid': '9c8ee879-91c0-5953-8716-9dc02cda3b0b',\n",
       " 'directory': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed',\n",
       " 'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed',\n",
       " 'file_types': {'images': 520},\n",
       " 'frequencies': {'.jp2': 520},\n",
       " 'manifest': [{'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z151_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z151_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z151_L001_lossless.jp2',\n",
       "   'md5': 'ceade9cfac7b84669c5e708da60faae6',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:23:11',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z151_L001_lossless.jp2',\n",
       "   'sha256': 'c0ac0abeabf8ea7277d07eab0223148e126810e0066bd6bb5711443c021b746d',\n",
       "   'size': 12169128},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z002_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z002_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z002_L001_lossless.jp2',\n",
       "   'md5': '31c75ca2f612fa4207d7cd794f4e82bf',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:17:09',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z002_L001_lossless.jp2',\n",
       "   'sha256': '553113ef4fd159abc9987a277eb97526ca722ced7dc614f28664fef990892385',\n",
       "   'size': 12142791},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z144_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z144_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z144_L001_lossless.jp2',\n",
       "   'md5': '0ecc76512b4a3ee4417630fb172323ef',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:22:51',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z144_L001_lossless.jp2',\n",
       "   'sha256': '288743bed6130d555a161316aedff4249d1096b8971497749c4ede878547c923',\n",
       "   'size': 12168996},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z219_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z219_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z219_L001_lossless.jp2',\n",
       "   'md5': '37c2c5f356f158aaa73755d8e7baeea1',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:25:42',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z219_L001_lossless.jp2',\n",
       "   'sha256': '345182f8fbd6988faa9e6a7e52ad17c98094659e15a142d18eab7c7b9055d825',\n",
       "   'size': 12169406},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z017_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z017_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z017_L001_lossless.jp2',\n",
       "   'md5': '3faaf324558e70da784cb0231e5b5641',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:17:43',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z017_L001_lossless.jp2',\n",
       "   'sha256': 'be80301bde5a9e75233741bc0a8905ef04e3954f2710845d2b86f21359601d67',\n",
       "   'size': 12169302},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z028_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z028_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z028_L001_lossless.jp2',\n",
       "   'md5': 'e31f36c353c383a14f75e7475f541cd7',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:18:12',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z028_L001_lossless.jp2',\n",
       "   'sha256': '3950073232c6512331b92c21023de40e8edfceaa9decc86210cbe8dadcc4f900',\n",
       "   'size': 12169381},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z095_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z095_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z095_L001_lossless.jp2',\n",
       "   'md5': '60e31a083c0b5c24e44cae09791f0d1f',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:20:55',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z095_L001_lossless.jp2',\n",
       "   'sha256': '7913adc6af3beefb612cd57fa8fd57140d7994ec45bef933860641d8f6504809',\n",
       "   'size': 12150691},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z226_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z226_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z226_L001_lossless.jp2',\n",
       "   'md5': '186794352fd54ed78db65734e97e3b17',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:25:59',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z226_L001_lossless.jp2',\n",
       "   'sha256': '67226c98bfa6d886924a6ca203f911a2531ced75e36bd1e6326f73c958133337',\n",
       "   'size': 12106526},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z080_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z080_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z080_L001_lossless.jp2',\n",
       "   'md5': '793823092d6e3988317d2d561bc7d789',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:19:58',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z080_L001_lossless.jp2',\n",
       "   'sha256': 'e9f622d596c91c19b03f92b3d1976e6a2c067c0fefe77371f6ad325aac3acaf3',\n",
       "   'size': 12142637},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z233_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z233_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z233_L001_lossless.jp2',\n",
       "   'md5': '89db49dd7c6e5d9326c923b596a474b6',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:26:22',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z233_L001_lossless.jp2',\n",
       "   'sha256': 'd1fa8d803fee1247a2e4876766622b949e4a0bee886fd1426689d24ea98ebb6f',\n",
       "   'size': 12160119},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z212_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z212_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z212_L001_lossless.jp2',\n",
       "   'md5': '3928873be429eea16d9cc77f579069cf',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:25:28',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z212_L001_lossless.jp2',\n",
       "   'sha256': '15d19c02b344994f16687220d5e1739ae81a0fe9ce57489d3e30b827c2fc7c90',\n",
       "   'size': 12169479},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z009_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z009_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z009_L001_lossless.jp2',\n",
       "   'md5': '16cd86eef8169f76c3f6407d7e51fa31',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:17:20',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z009_L001_lossless.jp2',\n",
       "   'sha256': 'a19e30baac9e3cc1ee6c5d764553eaed7beeb0ec377a0d64fcad8b60468bf90d',\n",
       "   'size': 12150855},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z207_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z207_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z207_L001_lossless.jp2',\n",
       "   'md5': 'be070abca0698df4d10d9bda97915845',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:25:19',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z207_L001_lossless.jp2',\n",
       "   'sha256': 'e317911dbea1b6d8e5c45e380a0e296beec82d5747abd4d2db73bf2bcd7899c5',\n",
       "   'size': 12159382},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z238_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z238_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z238_L001_lossless.jp2',\n",
       "   'md5': '21548e8fe0d6dbd1967b22999fd5e9f7',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:26:30',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z238_L001_lossless.jp2',\n",
       "   'sha256': '1c0d9d9e34ce91d29ef49a2c1ab7a54ccba109cd7d20e2e05029ea88fb1c6e9e',\n",
       "   'size': 12169356},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z165_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z165_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z165_L001_lossless.jp2',\n",
       "   'md5': '4ebdcd3bed5fc95adee4cb3fec030c38',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:23:57',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z165_L001_lossless.jp2',\n",
       "   'sha256': 'ff5333239a87e30c38faea815b23a6695345b94adc785fef0fbed041238aed64',\n",
       "   'size': 12143164},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z036_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z036_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z036_L001_lossless.jp2',\n",
       "   'md5': '51fd40da0cb85f554ae6b7e213a65916',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:18:25',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z036_L001_lossless.jp2',\n",
       "   'sha256': '12797f69afe8c152d2d7fb6eaf02c31353e2923ecd4532b074089dc4ec5c9aba',\n",
       "   'size': 12169453},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z170_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z170_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z170_L001_lossless.jp2',\n",
       "   'md5': 'ae7c8a8b21ce10a3707c853a8c09ebbe',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:24:06',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z170_L001_lossless.jp2',\n",
       "   'sha256': 'fddb15c35f0fdc5aba67e2e468518417edafcbb065e584fb584aa533d62bf029',\n",
       "   'size': 12169222},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z023_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z023_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z023_L001_lossless.jp2',\n",
       "   'md5': 'f24f8cd4b8576b4488fd33ddb8839bf9',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:18:04',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z023_L001_lossless.jp2',\n",
       "   'sha256': 'ad63d421f1ca3b6734e946a08813e6551b758487882ae931f172b0e2dff9dfe5',\n",
       "   'size': 12158791},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z074_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
       "   'filename': 'StitchedImage_Z074_L001_lossless.jp2',\n",
       "   'filetype': 'images',\n",
       "   'fullpath': '/bil/data/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z074_L001_lossless.jp2',\n",
       "   'md5': '3d7a1ce2c1602a84fd7f999723093d6e',\n",
       "   'mime-type': 'image/jp2',\n",
       "   'modification_time': '2018-10-05 16:19:47',\n",
       "   'relativepath': 'stitchedImage_ch1/StitchedImage_Z074_L001_lossless.jp2',\n",
       "   'sha256': '9df0c014ec38d9626eb882efd9e709931a1c17484706163f443e4962d477a0fb',\n",
       "   'size': 12133963},\n",
       "  {'download_url': 'https://download.brainimagelibrary.org/48/8f/488f0cbd3de76a4a/level_1/161007_KM_TcergAi14_male_processed/stitchedImage_ch1/StitchedImage_Z127_L001_lossless.jp2',\n",
       "   'extension': '.jp2',\n",
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