%%capture
!pip install JATA
from LOEB import loeb
The loeb Jewish Portrait Database (http://loebjewishportraits.com/) is an online archive that contains oil portraits, photos and silhouettes collected from various families throughout the americas. John L. Loeb, Jr. hopes this project can “illuminate early American Jewish history by placing every known portrait of an early American Jew in an online database for everyone to see”. You might have the time to look through all 400 records and save all the images while writing down all the information about them but in this tutorial we will build a web scraper in python to do that for us.
Like the CJH scraper, this program looks through the archives of the selected image type. The input should be one of the following : 'paintings', 'silhouettes', 'photographs', or 'all'
paintings = loeb('photographs')
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meta_data = paintings.get_meta_data()
meta_data
index | Name | Life Span | Artist | Photograph Date | Medium | Dimensions | Repository | Bio_Plain | Bio_Links | |
---|---|---|---|---|---|---|---|---|---|---|
0 | Value | Abraham Rodriguez Brandon Moses | 1820-1882 | Rufus Anson Gallery | 1850-1865 | Daguerreotype | 3 5/8 x 3 1/8 in. | American Jewish Historical Society | Abraham was one the fourth of nine children b... | Abraham was one the fourth of nine children b... |
2 | Value | Abraham Rodriguez Brandon Moses | 1820-1882 | Matthew B. Brady Gallery | 1853 | Daguerreotype | 3 3/4 x 3 1/4 in. | American Jewish Historical Society | Abraham was one the fourth of nine children b... | Abraham was one the fourth of nine children b... |
5 | Value | Benjamin Frederick Moses | 1827-1870 | Unknown | 1850-1865 | Daguerreotype | 4 5/8 x 3 11/16 in. | American Jewish Historical Society | ||
9 | Value | Blanche Moses | 1859-1946 | Rufus Anson Gallery | 1860 | Daguerreotype | 3 5/8 x 3 3/16 in. | American Jewish Historical Society | ||
14 | Value | Gershom Arnold Moses | 1861-? | Unknown | 1862 | Daguerreotype | 3 5/8 x 3 1/4 in. | American Jewish Historical Society | ||
20 | Value | Isaac Jr. & Benjamin Frederick Moses | 1819-1889; 1827-1870 | Unknown | 1850-1865 | Daguerreotype | 4 3/4 x 4 3/8 in. | American Jewish Historical Society | ||
27 | Value | Isaac Moses, Jr. | 1819-1889 | Sabatier-Blot | 1845-1865 | Daguerreotype | 5 1/2 x 4 1/2 in. | American Jewish Historical Society | Named for his grandfather, Isaac Moses, Jr. w... | Named for his grandfather, Isaac Moses, Jr. w... |
35 | Value | Israel Moses | 1821-1870 | Unknown | 1845-1866 | Daguerreotype | 3 5/8 x 3 1/4 in. | American Jewish Historical Society | ||
44 | Value | Israel Moses | 1821-1870 | Unknown | 1845-1867 | Daguerreotype | 3 3/4 x 3 1/4 in. | American Jewish Historical Society | ||
54 | Value | Joseph Washington Moses | 1823-1865 | Unknown | 1850-1865 | Daguerreotype | 3 5/8 x 3 1/4 in. | American Jewish Historical Society | ||
77 | Value | Joseph Washington Moses | 1823-1865 | Unknown | 1850-1865 | Carte de viste | 3 11/16 x 3 1/4 in. | American Jewish Historical Society | ||
90 | Value | Lionel Moses | 1825-1895 | Matthew B. Brady Gallery | 1844-1853 | Daguerreotype | 4 3/4 in. x 3 3/4 in. | American Jewish Historical Society | Lionel Moses was born in New York, one of Joh... | Lionel Moses was born in New York, one of Joh... |
104 | Value | Lionel Moses | 1825-1895 | Rufus Anson Gallery | 1850-1865 | Daguerreotype | 3 5/8 x 3 1/4 in. | American Jewish Historical Society | ||
119 | Value | Sarah Edith Moses | 1858-1909 | Rufus Anson Gallery | 1860-1861 | Daguerreotype | 3 5/8 x 3 1/4 in. | American Jewish Historical Society | ||
135 | Value | Sarah Edith Moses, & nurse Biddy | 1858-1909 | Rufus Anson Gallery | 1859 | Daguerreotype | 3 5/8 x 3 1/4 in. | American Jewish Historical Society | ||
152 | Value | Selina Seixas Moses | 1838-1917 | Unknown | 1857 | Hand-tinted daguerreotype | 3 3/4 x 3 1/2 in. | American Jewish Historical Society | ||
170 | Value | Selina Seixas Moses | 1838-1917 | Unknown | 1860 | Daguerreotype | 3 11/16 x 3 3/8 in. | American Jewish Historical Society | ||
189 | Value | Selina Seixas Moses | 1838-1917 | Unknown | 1857 | Daguerreotype | 4 3/4 in. x 3 3/4 in. | American Jewish Historical Society | ||
209 | Value | Selina Seixas Moses | 1838-1917 | Unknown | 1860 | Daguerreotype | 3 3/4 x 3 1/4 in. | American Jewish Historical Society | ||
230 | Value | Selina Seixas Moses | 1838-1917 | Rufus Anson Gallery | 1859 | Daguerreotype | 3 3/4 x 3 1/4 in. | American Jewish Historical Society | ||
252 | Value | Rebecca Esther Jackson Noah | 1810-1866 | Rufus Anson Gallery | 1850-1866 | Daguerreotype | 3 3/4 x 3 1/4 in. | American Jewish Historical Society | “I intend to get married when I have leisure,... | “I intend to get married when I have leisure,... |
275 | Value | Aaron N. Phillips | 1799-1871 | Unknown | 1840-1865 | Daguerreotype | 3 3/4 x 3 1/2 in. | American Jewish Historical Society | The second of Naphtali and Rachel Seixas Phil... | The second of Naphtali and Rachel Seixas Phil... |
299 | Value | Isaac Phillips | 1812-1889 | Unknown | 1850-1865 | Daguerreotype | 3 5/8 x 3 1/4 in. | American Jewish Historical Society | Isaac was the fourth of eleven children born ... | Isaac was the fourth of eleven children born ... |
324 | Value | Jonas Benjamin Phillips | 1805-1867 | P. Haas | 1853 | Daguerreotype | 4 3/4 in. x 3 3/4 in. | American Jewish Historical Society | Jonas Benjamin Phillips was the eldest son of... | Jonas Benjamin Phillips was the eldest son of... |
350 | Value | Sophia Phillips | 1810-1855 | Unknown | 1840-1855 | Daguerreotype | 3 5/8 x 3 1/8 in. | American Jewish Historical Society | Little is known of Sophia Phillip’s backgroun... | Little is known of Sophia Phillip’s backgroun... |
377 | Value | Caroline Seixas | 1860-? | Unknown | 1860-1865 | Daguerreotype | 4 3/4 in. x 3 3/4 in. | American Jewish Historical Society | ||
405 | Value | Gerhsom Arnold Sexias | 1835-1915 | Rufus Anson Gallery | 1860 | Daguerreotype | 4 3/4 in. x 3 3/4 in. | American Jewish Historical Society | ||
434 | Value | Henrietta Raphael Seixas | 1804-1887 | Unknown | 1845-1865 | Hand-tinted daguerreotype | 3 3/4 x 3 1/4 in. | American Jewish Historical Society | ||
464 | Value | Selina Seixas | 1838-1917 | Unknown | ca. 1851 | Daguerreotype | 3 3/4 x 3 3/8 in. | American Jewish Historical Society | ||
495 | Value | Selina Seixas | 1838-1917 | Unknown | 1841 | Daguerreotype | 3 3/4 x 3 1/4 in. | American Jewish Historical Society | ||
527 | Value | Selina & Seraphine Seixas | 1838-1917; 1840-? | Unknown | 1845 | Daguerreotype | 3 x 2 1/2 in. | American Jewish Historical Society | ||
560 | Value | Selina Seixas & unidentified infant | 1838-1917 | Unknown | 1854 | Daguerreotype | 4 5/8 x 3 5/8 in. | American Jewish Historical Society | ||
594 | Value | Judah Touro | 1775-1854 | Unknown | 1854 | Daguerreotype | 3 5/8 x 3 1/4 in. | American Jewish Historical Society | More than any other figure of the period, Jud... | More than any other figure of the period, Jud... |
629 | Value | Rosalie Hendricks Allen | 1840-1923 | Rufus Anson Gallery | 1860 | NaN | 3 5/8 x 3 1/4 in. | American Jewish Historical Society | Rosalie was the daughter of Harriet Tobias an... | Rosalie was the daughter of Harriet Tobias an... |
665 | Value | Miriam Peixotto Davis | 1842-1923 | Rufus Anson Gallery | 1860 | Daguerreotype | 3 3/8 x 2 3/4 in. | American Jewish Historical Society | Miriam Maduro Peixotto Davis was the youngest... | Miriam Maduro Peixotto Davis was the youngest... |
702 | Value | Frances Allen Mitchell Levy | 1823-1893 | Unknown | 1850-1865 | NaN | 4 3/4 in. x 3 3/4 in. | American Jewish Historical Society | Abraham Mitchell immigrated to the United Sta... | Abraham Mitchell immigrated to the United Sta... |
740 | Value | Jefferson Monroe and Isabella Levy | 1852-1924; 1849-1925 | Unknown | 1859 | Daguerreotype | 4 11/16 x 3 11/16 in. | American Jewish Historical Society | Depicted here are the two oldest children of ... | Depicted here are the two oldest children of ... |
779 | Value | Jonas Phillips Levy | 1807-1883 | Unknown | 1861 | Hand-tinted daguerreotype | 3 5/8 x 3 1/4 in. | American Jewish Historical Society | ||
819 | Value | Jonas Phillips Levy | 1807-1883 | Unknown | 1861 | Hand-tinted daguerreotype | 4 11/16 x 3 3/4 in. | American Jewish Historical Society | ||
860 | Value | Rachel Phillips Marchant | 1836-1888 | Rufus Anson Gallery | 1855 | Daguerreotype | 3 11/16 x 3 1/4 in. | American Jewish Historical Society | Rachel Phillips Marchant was the eldest child... | Rachel Phillips Marchant was the eldest child... |
paintings.download_images()
Saved Abraham Rodriguez Brandon Moses.jpg to current directory Saved Abraham Rodriguez Brandon Moses.jpg to current directory Saved Benjamin Frederick Moses.jpg to current directory Saved Blanche Moses.jpg to current directory Saved Gershom Arnold Moses.jpg to current directory Saved Isaac Jr. & Benjamin Frederick Moses.jpg to current directory Saved Isaac Moses, Jr..jpg to current directory Saved Israel Moses.jpg to current directory Saved Israel Moses.jpg to current directory Saved Joseph Washington Moses.jpg to current directory Saved Joseph Washington Moses.jpg to current directory Saved Joseph Washington Moses.jpg to current directory Saved Lionel Moses.jpg to current directory Saved Lionel Moses.jpg to current directory Saved Sarah Edith Moses.jpg to current directory Saved Sarah Edith Moses, & nurse Biddy.jpg to current directory Saved Selina Seixas Moses.jpg to current directory Saved Selina Seixas Moses.jpg to current directory Saved Selina Seixas Moses.jpg to current directory Saved Selina Seixas Moses.jpg to current directory Saved Selina Seixas Moses.jpg to current directory Saved Rebecca Esther Jackson Noah.jpg to current directory Saved Aaron N. Phillips.jpg to current directory Saved Isaac Phillips.jpg to current directory Saved Jonas Benjamin Phillips.jpg to current directory Saved Sophia Phillips.jpg to current directory Saved Caroline Seixas.jpg to current directory Saved Gerhsom Arnold Sexias.jpg to current directory Saved Henrietta Raphael Seixas.jpg to current directory Saved Selina Seixas.jpg to current directory Saved Selina Seixas.jpg to current directory Saved Selina & Seraphine Seixas.jpg to current directory Saved Selina Seixas & unidentified infant.jpg to current directory Saved Judah Touro.jpg to current directory Saved Rosalie Hendricks Allen.jpg to current directory Saved Miriam Peixotto Davis.jpg to current directory Saved Frances Allen Mitchell Levy.jpg to current directory Saved Jefferson Monroe and Isabella Levy.jpg to current directory Saved Jonas Phillips Levy.jpg to current directory Saved Jonas Phillips Levy.jpg to current directory Saved Rachel Phillips Marchant.jpg to current directory
We will use AI to vectorize and distingush similaritys and differinces between large groups of images. The pixplot included in JATA is a fork of an old YALE Digital Humanities Lab project called pix-plot. The code has been optimized for use in google colab and notebook enviorments. There where also a number of dependancy issues and package handling that was added to reduce end-user complexity. For more info on flags and options you can use to spice up your exhibit check out the official pixplot github: https://github.com/YaleDHLab/pix-plot
Feel free to drop more images into the working directory or use your own custom set of images by restarting the interactivity and skipping over the LOAB portion.
Pixplot can handle tens of thousands of images so you are encouraged to go crazy!
!pixplot --images "*.jpg"
2020-08-30 17:45:38.074073: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcudart.so.10.1 Keras Tensorflor Backend Failled With Error: No module named 'keras.backend.tensorflow_backend'; 'keras.backend' is not a package Using most recent tensorflow keras backend... Success! :) Collecting pointgrid Downloading https://files.pythonhosted.org/packages/93/54/a4ade9bd2fe518026e67b0ad4dbea02930fa6fbfde227c8e726f7d69dc24/pointgrid-0.0.3.tar.gz Requirement already satisfied: numpy>=1.14.0 in /usr/local/lib/python3.6/dist-packages (from pointgrid) (1.18.5) Requirement already satisfied: pandas>=0.25.3 in /usr/local/lib/python3.6/dist-packages (from pointgrid) (1.0.5) Requirement already satisfied: scipy>=1.1.0 in /usr/local/lib/python3.6/dist-packages (from pointgrid) (1.4.1) Requirement already satisfied: python-dateutil>=2.6.1 in /usr/local/lib/python3.6/dist-packages (from pandas>=0.25.3->pointgrid) (2.8.1) Requirement already satisfied: pytz>=2017.2 in /usr/local/lib/python3.6/dist-packages (from pandas>=0.25.3->pointgrid) (2018.9) Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.6/dist-packages (from python-dateutil>=2.6.1->pandas>=0.25.3->pointgrid) (1.15.0) Building wheels for collected packages: pointgrid Building wheel for pointgrid (setup.py) ... done Created wheel for pointgrid: filename=pointgrid-0.0.3-cp36-none-any.whl size=3693 sha256=2278f1d70f7d54e4b5e5ba183c7241664d474bfef31be0b3de1f0cac3a32a414 Stored in directory: /root/.cache/pip/wheels/07/d6/27/1393a15018bb99db6974d44cf8371732058cca599ad0f1a0a9 Successfully built pointgrid Installing collected packages: pointgrid Successfully installed pointgrid-0.0.3 Collecting iiif_downloader Downloading https://files.pythonhosted.org/packages/16/cc/3e7b68ac8240df87fe0ab4ab673357de636d222cffd2e0dd0392c04bade1/iiif_downloader-0.0.8.tar.gz Requirement already satisfied: requests>=2.22.0 in /usr/local/lib/python3.6/dist-packages (from iiif_downloader) (2.23.0) Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.6/dist-packages (from requests>=2.22.0->iiif_downloader) (3.0.4) Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.6/dist-packages (from requests>=2.22.0->iiif_downloader) (2020.6.20) Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.6/dist-packages (from requests>=2.22.0->iiif_downloader) (1.24.3) Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.6/dist-packages (from requests>=2.22.0->iiif_downloader) (2.10) Building wheels for collected packages: iiif-downloader Building wheel for iiif-downloader (setup.py) ... done Created wheel for iiif-downloader: filename=iiif_downloader-0.0.8-cp36-none-any.whl size=2733 sha256=e2d7797252a22aed494c67eb8b49cff3c6a7559ede4a6f48d416a3c5824c9618 Stored in directory: /root/.cache/pip/wheels/99/13/64/76cd63686059414d68ac9b0f164e815c3b607072a407592e2c Successfully built iiif-downloader Installing collected packages: iiif-downloader Successfully installed iiif-downloader-0.0.8 Collecting rasterfairy Downloading https://files.pythonhosted.org/packages/e3/ca/d1676058069ac237fa8de6e39f7edd9a24f0fe142f2d0009f42f8cdf6e9e/rasterfairy-1.0.6.tar.gz Requirement already satisfied: numpy>=1.8.0 in /usr/local/lib/python3.6/dist-packages (from rasterfairy) (1.18.5) Requirement already satisfied: scipy>=0.13.0 in /usr/local/lib/python3.6/dist-packages (from rasterfairy) (1.4.1) Requirement already satisfied: moviepy>=0.2.3.5 in /usr/local/lib/python3.6/dist-packages (from rasterfairy) (0.2.3.5) Requirement already satisfied: decorator<5.0,>=4.0.2 in /usr/local/lib/python3.6/dist-packages (from moviepy>=0.2.3.5->rasterfairy) (4.4.2) Requirement already satisfied: imageio<3.0,>=2.1.2 in /usr/local/lib/python3.6/dist-packages (from moviepy>=0.2.3.5->rasterfairy) (2.4.1) Requirement already satisfied: tqdm<5.0,>=4.11.2 in /usr/local/lib/python3.6/dist-packages (from moviepy>=0.2.3.5->rasterfairy) (4.41.1) Requirement already satisfied: pillow in /usr/local/lib/python3.6/dist-packages (from imageio<3.0,>=2.1.2->moviepy>=0.2.3.5->rasterfairy) (7.0.0) Building wheels for collected packages: rasterfairy Building wheel for rasterfairy (setup.py) ... done Created wheel for rasterfairy: filename=rasterfairy-1.0.6-cp36-none-any.whl size=29553 sha256=fb143dd2ea58d695e0c4b127752ada385f5709557095fbafad88ff23ebf0c566 Stored in directory: /root/.cache/pip/wheels/0c/f9/82/556740c5d8bea017ac9f2aa74d97fa0319a301371e23b06777 Successfully built rasterfairy Installing collected packages: rasterfairy Successfully installed rasterfairy-1.0.6 Collecting hdbscan Downloading https://files.pythonhosted.org/packages/22/2f/2423d844072f007a74214c1adc46260e45f034bb1679ccadfbb8a601f647/hdbscan-0.8.26.tar.gz (4.7MB) |████████████████████████████████| 4.7MB 2.2MB/s Installing build dependencies ... done Getting requirements to build wheel ... done Preparing wheel metadata ... done Requirement already satisfied: scipy>=0.9 in /usr/local/lib/python3.6/dist-packages (from hdbscan) (1.4.1) Requirement already satisfied: joblib in /usr/local/lib/python3.6/dist-packages (from hdbscan) (0.16.0) Requirement already satisfied: numpy>=1.16.0 in /usr/local/lib/python3.6/dist-packages (from hdbscan) (1.18.5) Requirement already satisfied: cython>=0.27 in /usr/local/lib/python3.6/dist-packages (from hdbscan) (0.29.21) Requirement already satisfied: scikit-learn>=0.17 in /usr/local/lib/python3.6/dist-packages (from hdbscan) (0.22.2.post1) Requirement already satisfied: six in /usr/local/lib/python3.6/dist-packages (from hdbscan) (1.15.0) Building wheels for collected packages: hdbscan Building wheel for hdbscan (PEP 517) ... done Created wheel for hdbscan: filename=hdbscan-0.8.26-cp36-cp36m-linux_x86_64.whl size=2305932 sha256=973401d9524dbb294e19ba533dfcf7ae808fb5fa0c874e05c0a8209a856cf656 Stored in directory: /root/.cache/pip/wheels/82/38/41/372f034d8abd271ef7787a681e0a47fc05d472683a7eb088ed Successfully built hdbscan Installing collected packages: hdbscan Successfully installed hdbscan-0.8.26 Collecting lap Downloading https://files.pythonhosted.org/packages/bf/64/d9fb6a75b15e783952b2fec6970f033462e67db32dc43dfbb404c14e91c2/lap-0.4.0.tar.gz (1.5MB) |████████████████████████████████| 1.5MB 2.7MB/s Building wheels for collected packages: lap Building wheel for lap (setup.py) ... done Created wheel for lap: filename=lap-0.4.0-cp36-cp36m-linux_x86_64.whl size=1588988 sha256=1b2d7f7c684b08ffa0d6c8861b791a4715a282d7864cacfb6087ab0941a76055 Stored in directory: /root/.cache/pip/wheels/da/3e/af/eddcd6ffaa27df8d0ddac573758f8953c4e57c64c4c8c8b7d0 Successfully built lap Installing collected packages: lap Successfully installed lap-0.4.0 2020-08-30 17:46:51.368987: I tensorflow/core/platform/profile_utils/cpu_utils.cc:104] CPU Frequency: 2200150000 Hz 2020-08-30 17:46:51.369231: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x660c140 initialized for platform Host (this does not guarantee that XLA will be used). Devices: 2020-08-30 17:46:51.369276: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version 2020-08-30 17:46:51.430448: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcuda.so.1 2020-08-30 17:46:51.477223: E tensorflow/stream_executor/cuda/cuda_driver.cc:314] failed call to cuInit: CUDA_ERROR_NO_DEVICE: no CUDA-capable device is detected 2020-08-30 17:46:51.477291: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (f299fb4712f7): /proc/driver/nvidia/version does not exist 2020-08-30 17:46:51.477674: I tensorflow/core/common_runtime/direct_session.cc:360] Device mapping: /job:localhost/replica:0/task:0/device:XLA_CPU:0 -> device: XLA_CPU device * creating atlas files * preparing to vectorize 30 images Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/inception_v3/inception_v3_weights_tf_dim_ordering_tf_kernels.h5 96116736/96112376 [==============================] - 4s 0us/step * creating image array * vectorized 1/30 images * vectorized 2/30 images * vectorized 3/30 images * vectorized 4/30 images * vectorized 5/30 images * vectorized 6/30 images * vectorized 7/30 images * vectorized 8/30 images * vectorized 9/30 images * vectorized 10/30 images * vectorized 11/30 images * vectorized 12/30 images * vectorized 13/30 images * vectorized 14/30 images * vectorized 15/30 images * vectorized 16/30 images * vectorized 17/30 images * vectorized 18/30 images * vectorized 19/30 images * vectorized 20/30 images * vectorized 21/30 images * vectorized 22/30 images * vectorized 23/30 images * vectorized 24/30 images * vectorized 25/30 images * vectorized 26/30 images * vectorized 27/30 images * vectorized 28/30 images * vectorized 29/30 images * vectorized 30/30 images * creating UMAP layout * creating linear assignment layout * creating grid layout * creating umap pointgrid * creating mesh with size 35 35 * filling mesh * HDBSCAN clustering data with 2 cores... * found 0 hotspots Output Saving to: output/data/thumbs/Aaron N. Phillips.jpg Output Saving to: output/data/thumbs/Abraham Rodriguez Brandon Moses.jpg Output Saving to: output/data/thumbs/Benjamin Frederick Moses.jpg Output Saving to: output/data/thumbs/Blanche Moses.jpg Output Saving to: output/data/thumbs/Caroline Seixas.jpg Output Saving to: output/data/thumbs/Frances Allen Mitchell Levy.jpg Output Saving to: output/data/thumbs/Gerhsom Arnold Sexias.jpg Output Saving to: output/data/thumbs/Gershom Arnold Moses.jpg Output Saving to: output/data/thumbs/Henrietta Raphael Seixas.jpg Output Saving to: output/data/thumbs/Isaac Jr. & Benjamin Frederick Moses.jpg Output Saving to: output/data/thumbs/Isaac Moses, Jr..jpg Output Saving to: output/data/thumbs/Isaac Phillips.jpg Output Saving to: output/data/thumbs/Israel Moses.jpg Output Saving to: output/data/thumbs/Jefferson Monroe and Isabella Levy.jpg Output Saving to: output/data/thumbs/Jonas Benjamin Phillips.jpg Output Saving to: output/data/thumbs/Jonas Phillips Levy.jpg Output Saving to: output/data/thumbs/Joseph Washington Moses.jpg Output Saving to: output/data/thumbs/Judah Touro.jpg Output Saving to: output/data/thumbs/Lionel Moses.jpg Output Saving to: output/data/thumbs/Miriam Peixotto Davis.jpg Output Saving to: output/data/thumbs/Rachel Phillips Marchant.jpg Output Saving to: output/data/thumbs/Rebecca Esther Jackson Noah.jpg Output Saving to: output/data/thumbs/Rosalie Hendricks Allen.jpg Output Saving to: output/data/thumbs/Sarah Edith Moses, & nurse Biddy.jpg Output Saving to: output/data/thumbs/Sarah Edith Moses.jpg Output Saving to: output/data/thumbs/Selina & Seraphine Seixas.jpg Output Saving to: output/data/thumbs/Selina Seixas & unidentified infant.jpg Output Saving to: output/data/thumbs/Selina Seixas Moses.jpg Output Saving to: output/data/thumbs/Selina Seixas.jpg Output Saving to: output/data/thumbs/Sophia Phillips.jpg * done!
To build your exhibit, all you need to do is run the following code, which will download a zip file of our generated output. Then, unzip the output file, navigate to it in your terminal application (Open a terminal window, type cd, and drag the file into the window, this will populate the path) and press enter. Use the command pwd to make sure you are in the output folder. It should look something like this depending on where you put your folder: /home/USERNAME/Downloads/output
!zip -r /content/output.zip /content/output
from google.colab import files
files.download("/content/output.zip")
adding: content/output/ (stored 0%) adding: content/output/favicon.ico (stored 0%) adding: content/output/assets/ (stored 0%) adding: content/output/assets/vendor/ (stored 0%) adding: content/output/assets/vendor/dist/ (stored 0%) adding: content/output/assets/vendor/dist/no-ui-slider.min.js (deflated 65%) adding: content/output/assets/vendor/dist/tweenlite.min.js (deflated 65%) adding: content/output/assets/vendor/dist/stats.min.js (deflated 48%) adding: content/output/assets/vendor/dist/lodash.min.js (deflated 65%) adding: content/output/assets/vendor/dist/papaparse.min.js (deflated 64%) adding: content/output/assets/vendor/dist/gunzip.min.js (deflated 56%) adding: content/output/assets/vendor/dist/trackball-controls.min.js (deflated 72%) adding: content/output/assets/vendor/dist/three.min.js (deflated 75%) adding: content/output/assets/vendor/dist/jszip.min.js (deflated 71%) adding: content/output/assets/vendor/src/ (stored 0%) adding: content/output/assets/vendor/src/tweenlite.js (deflated 76%) adding: content/output/assets/vendor/src/stats.js (deflated 63%) adding: content/output/assets/vendor/src/trackball-controls.js (deflated 78%) adding: content/output/assets/vendor/src/jszip.js (deflated 76%) adding: content/output/assets/css/ (stored 0%) adding: content/output/assets/css/no-ui-slider.css (deflated 71%) adding: content/output/assets/css/style.css (deflated 79%) adding: content/output/assets/js/ (stored 0%) adding: content/output/assets/js/object-assign-polyfill.js (deflated 53%) adding: content/output/assets/js/tsne.js (deflated 73%) adding: content/output/assets/images/ (stored 0%) adding: content/output/assets/images/preview.png (stored 0%) adding: content/output/assets/images/heightmap.jpg (stored 0%) adding: content/output/assets/images/dhlab-logo.svg (deflated 57%) adding: content/output/assets/images/date-layout.png (deflated 5%) adding: content/output/assets/images/icons/ (stored 0%) adding: content/output/assets/images/icons/eye-icon.png (deflated 10%) adding: content/output/assets/images/icons/pan.svg (deflated 53%) adding: content/output/assets/images/icons/search-icon.svg (deflated 22%) adding: content/output/assets/images/icons/save.svg (deflated 44%) adding: content/output/assets/images/icons/date-layout.svg (deflated 66%) adding: content/output/assets/images/icons/select.svg (deflated 46%) adding: content/output/assets/images/icons/lasso.png (stored 0%) adding: content/output/assets/images/icons/grid-layout.svg (deflated 79%) adding: content/output/assets/images/icons/chevron.png (deflated 24%) adding: content/output/assets/images/icons/caret-icon.png (deflated 49%) adding: content/output/assets/images/icons/az-layout.svg (deflated 69%) adding: content/output/assets/images/icons/refresh.svg (deflated 40%) adding: content/output/assets/images/icons/download-icon.png (deflated 31%) adding: content/output/assets/images/icons/scatter-layout.svg (deflated 71%) adding: content/output/assets/images/icons/categorical-layout.svg (deflated 57%) adding: content/output/data/ (stored 0%) adding: content/output/data/manifest.json (deflated 72%) adding: content/output/data/thumbs/ (stored 0%) adding: content/output/data/thumbs/Abraham Rodriguez Brandon Moses.jpg (deflated 4%) adding: content/output/data/thumbs/Gershom Arnold Moses.jpg (deflated 3%) adding: content/output/data/thumbs/Isaac Jr. & Benjamin Frederick Moses.jpg (deflated 4%) adding: content/output/data/thumbs/Miriam Peixotto Davis.jpg (deflated 3%) adding: content/output/data/thumbs/Jonas Phillips Levy.jpg (deflated 3%) adding: content/output/data/thumbs/Henrietta Raphael Seixas.jpg (deflated 4%) adding: content/output/data/thumbs/Isaac Moses, Jr..jpg (deflated 5%) adding: content/output/data/thumbs/Selina & Seraphine Seixas.jpg (deflated 3%) adding: content/output/data/thumbs/Selina Seixas Moses.jpg (deflated 4%) adding: content/output/data/thumbs/Sarah Edith Moses, & nurse Biddy.jpg (deflated 3%) adding: content/output/data/thumbs/Sophia Phillips.jpg (deflated 3%) adding: content/output/data/thumbs/Sarah Edith Moses.jpg (deflated 4%) adding: content/output/data/thumbs/Frances Allen Mitchell Levy.jpg (deflated 3%) adding: content/output/data/thumbs/Benjamin Frederick Moses.jpg (deflated 4%) adding: content/output/data/thumbs/Rosalie Hendricks Allen.jpg (deflated 3%) adding: content/output/data/thumbs/Rebecca Esther Jackson Noah.jpg (deflated 3%) adding: content/output/data/thumbs/Israel Moses.jpg (deflated 4%) adding: content/output/data/thumbs/Blanche Moses.jpg (deflated 3%) adding: content/output/data/thumbs/Joseph Washington Moses.jpg (deflated 4%) adding: content/output/data/thumbs/Rachel Phillips Marchant.jpg (deflated 3%) adding: content/output/data/thumbs/Isaac Phillips.jpg (deflated 3%) adding: content/output/data/thumbs/Lionel Moses.jpg (deflated 4%) adding: content/output/data/thumbs/Aaron N. Phillips.jpg (deflated 4%) adding: content/output/data/thumbs/Jefferson Monroe and Isabella Levy.jpg (deflated 3%) adding: content/output/data/thumbs/Judah Touro.jpg (deflated 3%) adding: content/output/data/thumbs/Selina Seixas & unidentified infant.jpg (deflated 3%) adding: content/output/data/thumbs/Jonas Benjamin Phillips.jpg (deflated 4%) adding: content/output/data/thumbs/Gerhsom Arnold Sexias.jpg (deflated 3%) adding: content/output/data/thumbs/Caroline Seixas.jpg (deflated 3%) adding: content/output/data/thumbs/Selina Seixas.jpg (deflated 4%) adding: content/output/data/manifests/ (stored 0%) adding: content/output/data/manifests/manifest-c90fb19c-eae8-11ea-aa0b-0242ac1c0002.json (deflated 72%) adding: content/output/data/hotspots/ (stored 0%) adding: content/output/data/hotspots/hotspot-c90fb19c-eae8-11ea-aa0b-0242ac1c0002.json (stored 0%) adding: content/output/data/layouts/ (stored 0%) adding: content/output/data/layouts/umap-jittered-c90fb19c-eae8-11ea-aa0b-0242ac1c0002.json (deflated 83%) adding: content/output/data/layouts/umap-c90fb19c-eae8-11ea-aa0b-0242ac1c0002.json (deflated 79%) adding: content/output/data/layouts/grid-c90fb19c-eae8-11ea-aa0b-0242ac1c0002.json (deflated 91%) adding: content/output/data/layouts/assignment-c90fb19c-eae8-11ea-aa0b-0242ac1c0002.json (deflated 89%) adding: content/output/data/heightmaps/ (stored 0%) adding: content/output/data/heightmaps/umap-heightmap.png (deflated 1%) adding: content/output/data/image-vectors/ (stored 0%) adding: content/output/data/image-vectors/Jonas Phillips Levy.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Abraham Rodriguez Brandon Moses.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Isaac Jr. & Benjamin Frederick Moses.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Miriam Peixotto Davis.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Frances Allen Mitchell Levy.jpg.npy (deflated 11%) adding: content/output/data/image-vectors/Selina Seixas Moses.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Selina Seixas.jpg.npy (deflated 11%) adding: content/output/data/image-vectors/Jefferson Monroe and Isabella Levy.jpg.npy (deflated 11%) adding: content/output/data/image-vectors/Joseph Washington Moses.jpg.npy (deflated 11%) adding: content/output/data/image-vectors/Isaac Phillips.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Caroline Seixas.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Isaac Moses, Jr..jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Aaron N. Phillips.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Gershom Arnold Moses.jpg.npy (deflated 9%) adding: content/output/data/image-vectors/Henrietta Raphael Seixas.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Israel Moses.jpg.npy (deflated 12%) adding: content/output/data/image-vectors/Sophia Phillips.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Benjamin Frederick Moses.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Judah Touro.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Gerhsom Arnold Sexias.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Jonas Benjamin Phillips.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Selina Seixas & unidentified infant.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Rebecca Esther Jackson Noah.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Lionel Moses.jpg.npy (deflated 9%) adding: content/output/data/image-vectors/Rachel Phillips Marchant.jpg.npy (deflated 11%) adding: content/output/data/image-vectors/Selina & Seraphine Seixas.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Sarah Edith Moses.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Rosalie Hendricks Allen.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Blanche Moses.jpg.npy (deflated 10%) adding: content/output/data/image-vectors/Sarah Edith Moses, & nurse Biddy.jpg.npy (deflated 10%) adding: content/output/data/originals/ (stored 0%) adding: content/output/data/originals/Abraham Rodriguez Brandon Moses.jpg (deflated 5%) adding: content/output/data/originals/Gershom Arnold Moses.jpg (deflated 4%) adding: content/output/data/originals/Isaac Jr. & Benjamin Frederick Moses.jpg (deflated 5%) adding: content/output/data/originals/Miriam Peixotto Davis.jpg (deflated 4%) adding: content/output/data/originals/Jonas Phillips Levy.jpg (deflated 5%) adding: content/output/data/originals/Henrietta Raphael Seixas.jpg (deflated 5%) adding: content/output/data/originals/Isaac Moses, Jr..jpg (deflated 7%) adding: content/output/data/originals/Selina & Seraphine Seixas.jpg (deflated 4%) adding: content/output/data/originals/Selina Seixas Moses.jpg (deflated 5%) adding: content/output/data/originals/Sarah Edith Moses, & nurse Biddy.jpg (deflated 4%) adding: content/output/data/originals/Sophia Phillips.jpg (deflated 4%) adding: content/output/data/originals/Sarah Edith Moses.jpg (deflated 4%) adding: content/output/data/originals/Frances Allen Mitchell Levy.jpg (deflated 4%) adding: content/output/data/originals/Benjamin Frederick Moses.jpg (deflated 4%) adding: content/output/data/originals/Rosalie Hendricks Allen.jpg (deflated 4%) adding: content/output/data/originals/Rebecca Esther Jackson Noah.jpg (deflated 4%) adding: content/output/data/originals/Israel Moses.jpg (deflated 4%) adding: content/output/data/originals/Blanche Moses.jpg (deflated 4%) adding: content/output/data/originals/Joseph Washington Moses.jpg (deflated 4%) adding: content/output/data/originals/Rachel Phillips Marchant.jpg (deflated 4%) adding: content/output/data/originals/Isaac Phillips.jpg (deflated 4%) adding: content/output/data/originals/Lionel Moses.jpg (deflated 0%) adding: content/output/data/originals/Aaron N. Phillips.jpg (deflated 4%) adding: content/output/data/originals/Jefferson Monroe and Isabella Levy.jpg (deflated 4%) adding: content/output/data/originals/Judah Touro.jpg (deflated 4%) adding: content/output/data/originals/Selina Seixas & unidentified infant.jpg (deflated 4%) adding: content/output/data/originals/Jonas Benjamin Phillips.jpg (deflated 5%) adding: content/output/data/originals/Gerhsom Arnold Sexias.jpg (deflated 3%) adding: content/output/data/originals/Caroline Seixas.jpg (deflated 4%) adding: content/output/data/originals/Selina Seixas.jpg (deflated 4%) adding: content/output/data/imagelists/ (stored 0%) adding: content/output/data/imagelists/imagelist-c90fb19c-eae8-11ea-aa0b-0242ac1c0002.json (deflated 88%) adding: content/output/data/atlases/ (stored 0%) adding: content/output/data/atlases/c90fb19c-eae8-11ea-aa0b-0242ac1c0002/ (stored 0%) adding: content/output/data/atlases/c90fb19c-eae8-11ea-aa0b-0242ac1c0002/atlas_positions.json (deflated 87%) adding: content/output/data/atlases/c90fb19c-eae8-11ea-aa0b-0242ac1c0002/atlas-0.jpg (deflated 88%) adding: content/output/index.html (deflated 72%)
Then run this line of code in the terminal: python -m http.server 5000 and click the link! You are running a local server now! Find the output link if you see a directory and the images should load!