From 3452165469fb98165c859979736c7c2267d8d3d1 Mon Sep 17 00:00:00 2001 From: davidmezzetti <561939+davidmezzetti@users.noreply.github.com> Date: Sat, 21 Jan 2023 09:57:37 -0500 Subject: [PATCH] Update documentation --- README.md | 89 +- images/architecture-dark.png | Bin 0 -> 966449 bytes images/architecture.excalidraw | 1491 ++++++++++++++++++++++++++++++++ images/architecture.png | Bin 0 -> 951735 bytes 4 files changed, 1542 insertions(+), 38 deletions(-) create mode 100644 images/architecture-dark.png create mode 100644 images/architecture.excalidraw create mode 100644 images/architecture.png diff --git a/README.md b/README.md index 07973fd..440811a 100644 --- a/README.md +++ b/README.md @@ -29,7 +29,12 @@ ------------------------------------------------------------------------------------------------------------------------------------------------------- -paperetl is an ETL library for processing medical and scientific papers. It supports the following sources: +paperetl is an ETL library for processing medical and scientific papers. + +![architecture](https://raw.githubusercontent.com/neuml/paperetl/master/images/architecture.png#gh-light-mode-only) +![architecture](https://raw.githubusercontent.com/neuml/paperetl/master/images/architecture-dark.png#gh-dark-mode-only) + +paperetl supports the following sources: - File formats: - PDF @@ -48,13 +53,17 @@ paperetl supports the following output options for storing articles: The easiest way to install is via pip and PyPI - pip install paperetl +``` +pip install paperetl +``` Python 3.7+ is supported. Using a Python [virtual environment](https://docs.python.org/3/library/venv.html) is recommended. paperetl can also be installed directly from GitHub to access the latest, unreleased features. - pip install git+https://github.com/neuml/paperetl +``` +pip install git+https://github.com/neuml/paperetl +``` ### Additional dependencies @@ -70,7 +79,7 @@ A Dockerfile with commands to install paperetl, all dependencies and scripts is Clone this git repository and run the following to build and run the Docker image. -```bash +``` docker build -t paperetl -f docker/Dockerfile . docker run --name paperetl --rm -it paperetl ``` @@ -83,8 +92,6 @@ This will bring up a paperetl command shell. Standard Docker commands can be use | Notebook | Description | |:----------|:-------------| -| [CORD-19 Article Entry Dates](https://www.kaggle.com/davidmezzetti/cord-19-article-entry-dates) | Generates CORD-19 entry-dates.csv file | -| [CORD-19 ETL](https://www.kaggle.com/davidmezzetti/cord-19-etl) | Builds an article.sqlite database for CORD-19 data | ### Load Articles into SQLite @@ -94,19 +101,49 @@ The following example shows how to use paperetl to load a set of medical/scienti 2. Build the database - ```bash + ``` python -m paperetl.file paperetl/data paperetl/models paperetl/models ``` Once complete, there will be an articles.sqlite file in paperetl/models -### Load CORD-19 into SQLite +### Load into Elasticsearch + +Elasticsearch is also a supported datastore as shown below. This example assumes Elasticsearch is running locally, change the URL to a remote server as appropriate. + +``` +python -m paperetl.file paperetl/data http://localhost:9200 paperetl/models +``` + +Once complete, there will be an articles index in Elasticsearch with the metadata and full text stored. + +### Convert articles to JSON/YAML + +paperetl can also be used to convert articles into JSON or YAML files. This is useful if the data is to be fed into another system or for manual inspection/debugging of a single file. + +JSON: + +``` +python -m paperetl.file paperetl/data json://paperetl/json paperetl/models +``` + +YAML: + +``` +python -m paperetl.file paperetl/data yaml://paperetl/yaml paperetl/models +``` + +Converted files will be stored in paperetl/(json|yaml) + +### Load CORD-19 + +_Note: The final version of CORD-19 was released on 2022-06-22. But this is still a large, valuable set of medical documents._ The following example shows how to use paperetl to load the CORD-19 dataset into a SQLite database. 1. Download and extract the dataset from [Allen Institute for AI CORD-19 Release Page](https://ai2-semanticscholar-cord-19.s3-us-west-2.amazonaws.com/historical_releases.html). - ```bash + ``` scripts/getcord19.sh cord19/data ``` @@ -114,7 +151,7 @@ The following example shows how to use paperetl to load the CORD-19 dataset into 2. Generate entry-dates.csv for current version of the dataset - ```bash + ``` python -m paperetl.cord19.entry cord19/data ``` @@ -123,36 +160,12 @@ The following example shows how to use paperetl to load the CORD-19 dataset into 3. Build database - ```bash + ``` python -m paperetl.cord19 cord19/data cord19/models ``` -Once complete, there will be an articles.sqlite file in cord19/models - -### Load into Elasticsearch - -Both of the examples above also support storing data in Elasticsearch with the following changes. These examples assume Elasticsearch is running locally, change the URL to a remote server as appropriate. - -Articles: - - python -m paperetl.file paperetl/data http://localhost:9200 paperetl/models - -CORD-19: + Once complete, there will be an articles.sqlite file in cord19/models. As with earlier examples, the data can also be loaded into Elasticsearch. + ``` python -m paperetl.cord19 cord19/data http://localhost:9200 - -Once complete, there will be an articles index in elasticsearch with the metadata and full text stored. - -### Convert articles to JSON/YAML - -paperetl can also be used to convert articles into JSON or YAML files. This is useful if the data is to be fed into another system or for manual inspection/debugging of a single file. - -JSON: - - python -m paperetl.file paperetl/data json://paperetl/json paperetl/models - -YAML: - - python -m paperetl.file paperetl/data yaml://paperetl/yaml paperetl/models - -Converted files will be stored in paperetl/(json|yaml) + ``` diff --git a/images/architecture-dark.png b/images/architecture-dark.png new file mode 100644 index 0000000000000000000000000000000000000000..5dd3e2ca9b38c1ee921c08072c91cc2438065e21 GIT binary patch literal 966449 zcmeEt^L_tPU+uiga>v^V$>_z`}`{H>}GNlA6vHAfzeHSWi#Ix6mgm@ZV5g-NT z2n|UZBDULSuXBqGBv4+nQY*gf3ZRyyW5|lHnKyS^Zh1JiKgw#kZ1ZWkajnfbXczsl zUE^^%mW9Y@;&JkI8cQ26;09o$NO$7>n@{c-UfA9@F?Tx#-PxP|BvjQcqPJsuO}rfj4;es|9@K+SQY5)7Iu&0Q{YQHVgGzd zXUx;6>i~Iv+m9Z|@M9RSL;$dJ3^Yqio3-V=Yi(NEv%Yu(K*L1k@4!w>{_gmXj=pa` zD$Q*8y`A8r*b+GC->L5~CUGmmu1S3TP~WS!tP<~$qg;1pl&-loep`bHJlsJOh$@AMx?` 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