diff --git a/.gitignore b/.gitignore index dd1b97c1..3adc2cfa 100644 --- a/.gitignore +++ b/.gitignore @@ -48,3 +48,5 @@ bazel-* # Distribution dist/ +.typedb-studio/ + diff --git a/BUILD b/BUILD index 81220eae..8d5bc123 100644 --- a/BUILD +++ b/BUILD @@ -52,7 +52,10 @@ filegroup( load("@vaticle_dependencies//tool/checkstyle:rules.bzl", "checkstyle_test") checkstyle_test( name = "checkstyle", - include = glob([".factory/*"]) + [".bazelrc", ".gitignore", "BUILD", "WORKSPACE"], + include = glob([".factory/*", "commerce/bookstore/**/*"]) + [".bazelrc", ".gitignore", "BUILD", "WORKSPACE"], + exclude = glob(["commerce/bookstore/data/*", "commerce/bookstore/images/*", "commerce/bookstore/request-examples/*", + "commerce/bookstore/README.md", "commerce/bookstore/python/requirements.txt", + "commerce/bookstore/python/todo.md"]), license_type = "apache-header", size = "small", ) diff --git a/README.md b/README.md index 6fd0ed24..efdfdd42 100644 --- a/README.md +++ b/README.md @@ -2,27 +2,46 @@ [![Factory](https://factory.vaticle.com/api/status/vaticle/typedb-examples/badge.svg)](https://factory.vaticle.com/vaticle/typedb-examples) -This repository includes examples that showcase usage of TypeDB Clients in reading from and writing to a TypeDB +## Table of contents + +- [Examples in this repository](#examples-in-this-repository) +- [Data visualisation](#data-visualisation) +- [Additional examples](#additional-examples) + +## Examples in this repository + +This repository includes examples that showcase usage of TypeDB Clients in reading from and writing to a TypeDB database. -## [Biology: Catalogue of Life](biology/catalogue_of_life) +### [Biology: Catalogue of Life](biology/catalogue_of_life) [Catalogue of Life](https://www.catalogueoflife.org/) is a database of over 4.5 million currently known taxa in biology, compiled from over a hundred different sources. The example showcases simple data preparation and a sample configuration file for loading a large taxonomic dataset using [TypeDB Loader.](https://github.com/typedb-osi/typedb-loader) -## [Gaming: XCOM Project](gaming/xcom) +### [Commerce: Bookstore](commerce/bookstore) + +The bookstore example uses Python to showcase migration of data into TypeDB and executing queries on this data. + +The data of the Books, Users and Orders loaded from the `.csv` files in the [data](commerce/bookstore/python/data) +directory. + +Read the [README](commerce/bookstore/README.md) file for instructions. Check [the schema](commerce/bookstore/schema.tql) +or the initial [dataset](commerce/bookstore/python/data) for additional information. All logic accessible in the script +files in the [python](commerce/bookstore/python) directory. + +### [Gaming: XCOM Project](gaming/xcom) The XCOM 2 example contains a database of interdependent research tasks in the game XCOM 2, featuring automatic inference of available research based on completed tasks and available items. See [the schema](gaming/xcom/schema.tql) for the examples of reasoner rules inferring attributes. -## [Software: GitHub](software/github) +### [Software: GitHub](software/github) The GitHub example showcases migration of heavily interconnected data from a live repository on GitHub or from a Vaticle GitHub snapshot, and provides a visual interface to explore some sample queries. -## [Telecom: Phone Calls](telecom/phone_calls) +### [Telecom: Phone Calls](telecom/phone_calls) TypeDB officially supports clients for Java, Node.js and Python. Learn more about [TypeDB Clients](http://docs.vaticle.com/docs/client-api/overview). @@ -31,7 +50,7 @@ they make in various formats (CSV, JSON, and XML) and expressive TypeQL queries the [Java,](telecom/phone_calls/java) [Node.js,](telecom/phone_calls/nodejs) and [Python](telecom/phone_calls/python) clients. -### Data migration +#### Data migration - Java: [CSV](telecom/phone_calls/java/CSVMigration.java) | [JSON](telecom/phone_calls/java/JSONMigration.java) | [XML](telecom/phone_calls/java/XMLMigration.java) @@ -40,19 +59,22 @@ clients. - Python: [CSV](telecom/phone_calls/python/migrate_csv.py) | [JSON](telecom/phone_calls/python/migrate_json.py) | [XML](telecom/phone_calls/python/migrate_xml.py) -### Query examples +#### Query examples - [Java](telecom/phone_calls/java/Queries.java) - [Node.js](telecom/phone_calls/nodejs/queries.js) - [Python](telecom/phone_calls/python/queries.py) -## Visualise data using TypeDB Studio +## Data visualisation + +After loading the data for any of the examples, you can use +[TypeDB Studio](https://github.com/vaticle/typedb-studio/releases) to explore the graph structure of the database. + +## Additional examples -After loading the data of any of the examples, you can -use [TypeDB Studio](https://github.com/vaticle/typedb-studio/releases) to explore -the graph structure of the database. +There are some examples in other repositories that are recommended for more advanced users. -## TypeDB Bio +### TypeDB Bio [TypeDB Bio](https://github.com/vaticle/typedb-bio) is a collection of knowledge graphs of biomedical data. @@ -63,7 +85,7 @@ TypeDB, allows TypeDB Bio to become an intelligent database of biomedical data t the explicitly stored data. TypeDB Bio can understand biological facts, infer based on new findings and enforce research constraints, all at query (run) time. -## TypeDB CTI +### TypeDB CTI [TypeDB CTI](https://github.com/typedb-osi/typedb-cti) is an open source threat intelligence platform for organisations to store and manage their cyber threat intelligence (CTI) knowledge. It enables threat intel professionals to bring diff --git a/commerce/bookstore/README.md b/commerce/bookstore/README.md new file mode 100644 index 00000000..5f784039 --- /dev/null +++ b/commerce/bookstore/README.md @@ -0,0 +1,138 @@ +# Bookstore example + +[![forthebadge](https://forthebadge.com/images/badges/made-with-python.svg)](http://forthebadge.com) [![forthebadge](images/made-with-typedb.svg)](https://forthebadge.com) + +This is a simple example of using TypeDB. + +## Introduction + +We have an imaginary online bookstore and our script/application implements some very basic functions: + +- Search for a book +- Search for a user +- Search for an order +- Search for books by genre + +This application consists of Python scripts. It has not much in terms of usability as it is merely a +demonstration of TypeDB queries. But you can easily explore the implementation of each function in the scripts. + +## Prerequisites + +* [TypeDB](https://docs.vaticle.com/docs/running-typedb/install-and-run) v2.14.1+ +* Python v.3.9+ + * `typedb.client` — [Python client](https://docs.vaticle.com/docs/client-api/python) for TypeDB + * Common Python libraries: os, csv, argparse, enum, uuid, random, unittest +* This repository + +## Quickstart + +1. Checkout this repository: `git clone https://github.com/vaticle/typedb-examples && cd typedb-examples` +2. Start the [TypeDB Server](http://docs.vaticle.com/docs/running-typedb/install-and-run#start-the-typedb-server). Check that it's listening to address: `0.0.0.0:1729`. +3. Launch `typedb-examples/commerce/bookstore/python/load_data.py` Python script. It will load the bookstore schema and data into the DB. +4. Launch `typedb-examples/commerce/bookstore/python/requests.py` Python script and follow the instructions to explore example functions and data. +5. Use this simple example to learn the basics of using TypeDB! Explore source codes of the Python scripts and use TypeDB Studio to explore DB schema and content. + +## How it works + +### Files + +This example is located in the `typedb-examples/commerce/bookstore/` directory and consists of the following main files: +- Python scripts + - `python/load_data.py` — used to load the bookstore DB schema and data + - `python/requests.py` — provides simple command line interface to execute requests on TypeDB database + - `python/loaders.py` — internal (imported) file with data loading classes and functions + - `python/config.py` — internal settings: database name and path to directory with imported csv files +- `schema.tql` — DB schema in TypeQL +- `README.md` — documentation for the bookstore example. You are reading it right now +- `tests.py` — a set of tests for the example +- `todo.md` — list of ideas for improvements in the future. If you want to contribute to this example, you can start with these ideas +- Bookstore dataset `data/`: + - `books.csv` + - `users.csv` + - `ratings.csv` + - `order.csv` + - `genres.csv` +- `request-examples/` — directory with examples of requests for the database. Files of `.tql` format can be used in Type DB Studio directly or to create a request for other TypeDB clients +- `requirements.txt` — list of major requirements for internal testing environment + +### Schema + +The schema stored in the `schema.tql` file and loaded by the `load_data.py` script. + +![bookstore_schema](images/bookstore_schema.png) + +#### Attributes + +The bookstore schema has the following attributes: + +- name (string) +- description (string) +- id (string) +- ISBN (string) +- book-author (string) +- publisher (string) +- foreign-user-id (string) +- status (string) +- delivery-address (string) +- payment-details (string) +- username (string) +- password (string) +- foreign-id (string) +- genre-tag (string) + +- created-date (datetime) + +- price (long) +- stock (long) +- rating (long) +- age (long) + +#### Entities + +The bookstore schema has the following entities: + +- product + - book +- person + - user + +#### Relations + +The bookstore schema has the following relations: + +- review +- order +- tag-hierarchy + +#### Rules + +The bookstore schema has two rules to demonstrate rules usability. + +The first one works for genre tags, serves no real purpose but follows the following basic logic — a child (sub-tag) of my child is my child. The code for the first rule: + +``` +rule super-tag-hierarchy: + when { + (sup-tag: $p, sub-tag: $b) isa tag-hierarchy; + (sup-tag: $b, sub-tag: $bb) isa tag-hierarchy; + } then { + (sup-tag: $p, sub-tag: $bb) isa tag-hierarchy; + }; +``` + +The second one works also for genre tags, used to improve tag searching experience. By assigning tag to a book you +are also assigning all sup-tags to the same book. So the book can be found not only by exact tag you have assigned +to it, but also by all the parent tags of this tag. + +``` +rule super-tag-ownership: + when { + $book isa book; + $g isa genre-tag; + $book has $g; + $sup isa genre-tag; + (sup-tag: $sup, sub-tag: $g) isa tag-hierarchy; + } then { + $book has $sup; + }; +``` diff --git a/commerce/bookstore/data/book_genres.csv b/commerce/bookstore/data/book_genres.csv new file mode 100644 index 00000000..08e7b5fb --- /dev/null +++ b/commerce/bookstore/data/book_genres.csv @@ -0,0 +1,9 @@ +ISBN;Genre +0374157065;History +0440441501;Kids friendly +0679410430;Adult only +0679410430;Fiction +140003180X;Detective story +0385500769;Map +0140104682;Politics +0140104682;History \ No newline at end of file diff --git a/commerce/bookstore/data/books.csv b/commerce/bookstore/data/books.csv new file mode 100644 index 00000000..c640956f --- /dev/null +++ b/commerce/bookstore/data/books.csv @@ -0,0 +1,810 @@ +"ISBN";"Book-Title";"Book-Author";"Year-Of-Publication";"Publisher";"Image-URL-S";"Image-URL-M";"Image-URL-L" +"0195153448";"Classical Mythology";"Mark P. O. Morford";"2002";"Oxford University Press";"http://images.amazon.com/images/P/0195153448.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0195153448.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0195153448.01.LZZZZZZZ.jpg" +"0002005018";"Clara Callan";"Richard Bruce Wright";"2001";"HarperFlamingo Canada";"http://images.amazon.com/images/P/0002005018.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0002005018.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0002005018.01.LZZZZZZZ.jpg" +"0060973129";"Decision in Normandy";"Carlo D`Este";"1991";"HarperPerennial";"http://images.amazon.com/images/P/0060973129.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0060973129.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0060973129.01.LZZZZZZZ.jpg" +"0374157065";"Flu: The Story of the Great Influenza Pandemic of 1918 and the Search for the Virus That Caused It";"Gina Bari Kolata";"1999";"Farrar Straus Giroux";"http://images.amazon.com/images/P/0374157065.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0374157065.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0374157065.01.LZZZZZZZ.jpg" +"0393045218";"The Mummies of Urumchi";"E. J. W. Barber";"1999";"W. W. Norton & Company";"http://images.amazon.com/images/P/0393045218.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0393045218.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0393045218.01.LZZZZZZZ.jpg" +"0399135782";"The Kitchen God`s Wife";"Amy Tan";"1991";"Putnam Pub Group";"http://images.amazon.com/images/P/0399135782.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0399135782.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0399135782.01.LZZZZZZZ.jpg" +"0425176428";"What If?: The World`s Foremost Military Historians Imagine What Might Have Been";"Robert Cowley";"2000";"Berkley Publishing Group";"http://images.amazon.com/images/P/0425176428.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0425176428.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0425176428.01.LZZZZZZZ.jpg" +"0671870432";"PLEADING GUILTY";"Scott Turow";"1993";"Audioworks";"http://images.amazon.com/images/P/0671870432.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0671870432.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0671870432.01.LZZZZZZZ.jpg" +"0679425608";"Under the Black Flag: The Romance and the Reality of Life Among the Pirates";"David Cordingly";"1996";"Random House";"http://images.amazon.com/images/P/0679425608.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0679425608.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0679425608.01.LZZZZZZZ.jpg" +"074322678X";"Where You`ll Find Me: And Other Stories";"Ann Beattie";"2002";"Scribner";"http://images.amazon.com/images/P/074322678X.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/074322678X.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/074322678X.01.LZZZZZZZ.jpg" +"0771074670";"Nights Below Station Street";"David Adams Richards";"1988";"Emblem Editions";"http://images.amazon.com/images/P/0771074670.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0771074670.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0771074670.01.LZZZZZZZ.jpg" +"080652121X";"Hitler`s Secret Bankers: The Myth of Swiss Neutrality During the Holocaust";"Adam Lebor";"2000";"Citadel Press";"http://images.amazon.com/images/P/080652121X.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/080652121X.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/080652121X.01.LZZZZZZZ.jpg" +"0887841740";"The Middle Stories";"Sheila Heti";"2004";"House of Anansi Press";"http://images.amazon.com/images/P/0887841740.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0887841740.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0887841740.01.LZZZZZZZ.jpg" +"1552041778";"Jane Doe";"R. J. Kaiser";"1999";"Mira Books";"http://images.amazon.com/images/P/1552041778.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/1552041778.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/1552041778.01.LZZZZZZZ.jpg" +"1558746218";"A Second Chicken Soup for the Woman`s Soul (Chicken Soup for the Soul Series)";"Jack Canfield";"1998";"Health Communications";"http://images.amazon.com/images/P/1558746218.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/1558746218.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/1558746218.01.LZZZZZZZ.jpg" +"1567407781";"The Witchfinder (Amos Walker Mystery Series)";"Loren D. Estleman";"1998";"Brilliance Audio - Trade";"http://images.amazon.com/images/P/1567407781.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/1567407781.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/1567407781.01.LZZZZZZZ.jpg" +"1575663937";"More Cunning Than Man: A Social History of Rats and Man";"Robert Hendrickson";"1999";"Kensington Publishing Corp.";"http://images.amazon.com/images/P/1575663937.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/1575663937.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/1575663937.01.LZZZZZZZ.jpg" +"1881320189";"Goodbye to the Buttermilk Sky";"Julia Oliver";"1994";"River City Pub";"http://images.amazon.com/images/P/1881320189.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/1881320189.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/1881320189.01.LZZZZZZZ.jpg" +"0440234743";"The Testament";"John Grisham";"1999";"Dell";"http://images.amazon.com/images/P/0440234743.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0440234743.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0440234743.01.LZZZZZZZ.jpg" +"0452264464";"Beloved (Plume Contemporary Fiction)";"Toni Morrison";"1994";"Plume";"http://images.amazon.com/images/P/0452264464.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0452264464.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0452264464.01.LZZZZZZZ.jpg" +"0609804618";"Our Dumb Century: The Onion Presents 100 Years of Headlines from America`s Finest News Source";"The Onion";"1999";"Three Rivers Press";"http://images.amazon.com/images/P/0609804618.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0609804618.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0609804618.01.LZZZZZZZ.jpg" +"1841721522";"New Vegetarian: Bold and Beautiful Recipes for Every Occasion";"Celia Brooks Brown";"2001";"Ryland Peters & Small Ltd";"http://images.amazon.com/images/P/1841721522.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/1841721522.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/1841721522.01.LZZZZZZZ.jpg" +"1879384493";"If I`d Known Then What I Know Now: Why Not Learn from the Mistakes of Others? : You Can`t Afford to Make Them All Yourself";"J. R. Parrish";"2003";"Cypress House";"http://images.amazon.com/images/P/1879384493.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/1879384493.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/1879384493.01.LZZZZZZZ.jpg" +"0061076031";"Mary-Kate & Ashley Switching Goals (Mary-Kate and Ashley Starring in)";"Mary-Kate & Ashley Olsen";"2000";"HarperEntertainment";"http://images.amazon.com/images/P/0061076031.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0061076031.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0061076031.01.LZZZZZZZ.jpg" +"0439095026";"Tell Me This Isn`t Happening";"Robynn Clairday";"1999";"Scholastic";"http://images.amazon.com/images/P/0439095026.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0439095026.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0439095026.01.LZZZZZZZ.jpg" +"0689821166";"Flood : Mississippi 1927";"Kathleen Duey";"1998";"Aladdin";"http://images.amazon.com/images/P/0689821166.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0689821166.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0689821166.01.LZZZZZZZ.jpg" +"0971880107";"Wild Animus";"Rich Shapero";"2004";"Too Far";"http://images.amazon.com/images/P/0971880107.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0971880107.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0971880107.01.LZZZZZZZ.jpg" +"0345402871";"Airframe";"Michael Crichton";"1997";"Ballantine Books";"http://images.amazon.com/images/P/0345402871.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0345402871.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0345402871.01.LZZZZZZZ.jpg" +"0345417623";"Timeline";"MICHAEL CRICHTON";"2000";"Ballantine Books";"http://images.amazon.com/images/P/0345417623.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0345417623.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0345417623.01.LZZZZZZZ.jpg" +"0684823802";"OUT OF THE SILENT PLANET";"C.S. Lewis";"1996";"Scribner";"http://images.amazon.com/images/P/0684823802.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0684823802.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0684823802.01.LZZZZZZZ.jpg" +"0375759778";"Prague : A Novel";"ARTHUR PHILLIPS";"2003";"Random House Trade Paperbacks";"http://images.amazon.com/images/P/0375759778.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0375759778.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0375759778.01.LZZZZZZZ.jpg" +"0425163091";"Chocolate Jesus";"Stephan Jaramillo";"1998";"Berkley Publishing Group";"http://images.amazon.com/images/P/0425163091.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0425163091.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0425163091.01.LZZZZZZZ.jpg" +"3404921038";"Wie Barney es sieht.";"Mordecai Richler";"2002";"LÃ?¼bbe";"http://images.amazon.com/images/P/3404921038.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/3404921038.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/3404921038.01.LZZZZZZZ.jpg" +"3442353866";"Der Fluch der Kaiserin. 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Bushisms: More Verbal Contortions from America`s 43rd President";"Jacob Weisberg";"2002";"Simon & Schuster (Trade Division)";"http://images.amazon.com/images/P/0743462335.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0743462335.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0743462335.01.LZZZZZZZ.jpg" +"0140253580";"Therapy";"David Lodge";"1996";"Penguin Putnam~trade";"http://images.amazon.com/images/P/0140253580.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0140253580.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0140253580.01.LZZZZZZZ.jpg" +"0947782141";"Scottish Ghosts";"Judy Hamilton";"1999";"Lomond Books";"http://images.amazon.com/images/P/0947782141.01.THUMBZZZ.jpg";"http://images.amazon.com/images/P/0947782141.01.MZZZZZZZ.jpg";"http://images.amazon.com/images/P/0947782141.01.LZZZZZZZ.jpg" \ No newline at end of file diff --git a/commerce/bookstore/data/genres.csv b/commerce/bookstore/data/genres.csv new file mode 100644 index 00000000..7ad60db7 --- /dev/null +++ b/commerce/bookstore/data/genres.csv @@ -0,0 +1,17 @@ +Genre;Parent +Fiction;NULL +Non fiction;NULL +Other;NULL +Adults only;NULL +Kids friendly;NULL +Sci-Fi;Fiction +Fantasy;Fiction +Biography;Non fiction +Adventure;NULL +Detective_story;Fiction +History;Non fiction +Politics;Non fiction +Up to 5 years;Kids friendly +Technical Documentation;Non fiction +Technical Documentation;Adults only +Map;Technical Documentation \ No newline at end of file diff --git a/commerce/bookstore/data/orders.csv b/commerce/bookstore/data/orders.csv new file mode 100644 index 00000000..0cfd5eeb --- /dev/null +++ b/commerce/bookstore/data/orders.csv @@ -0,0 +1,6 @@ +id;User-ID;date;status;delivery_address;payment_details +1;22;2022-11-21T10:23:13;active;London, 60 Red Lion St, 7; Cash +2;85;2022-11-22T17:16:42;new;Moscow, Prospekt Vernadskogo 97 korp.3; Pyyple card #1111 +3;95;2022-11-23T08:32:21;completed;Hamburg, Am Kaiserkai 73; Crypto waller #FFFF +4;14;2022-11-24T19:55:34;canceled;Milan, Corso Magenta 97; NFC Token #8 +5;79;2022-11-25T15:43:01;active;Fukuoka, 299-1015, Hachiya, Buzen-shi; Credit Card *9837 \ No newline at end of file diff --git a/commerce/bookstore/data/ratings.csv b/commerce/bookstore/data/ratings.csv new file mode 100644 index 00000000..169278a1 --- /dev/null +++ b/commerce/bookstore/data/ratings.csv @@ -0,0 +1,111 @@ +User-ID;ISBN;Book-Rating +2;0195153448;0 +8;0002005018;5 +8;0060973129;0 +8;0374157065;0 +8;0393045218;0 +8;0399135782;0 +8;0425176428;0 +8;0671870432;0 +8;0679425608;0 +8;074322678X;5 +8;0771074670;0 +8;080652121X;0 +8;0887841740;5 +8;1552041778;5 +8;1558746218;0 +8;1567407781;6 +8;1575663937;6 +8;1881320189;7 +9;0440234743;0 +9;0452264464;6 +9;0609804618;0 +10;1841721522;0 +12;1879384493;10 +14;0061076031;5 +14;0439095026;5 +14;0689821166;6 +14;0971880107;0 +16;0345402871;9 +16;0345417623;0 +17;0684823802;0 +19;0375759778;7 +20;0425163091;0 +22;3404921038;7 +22;3442353866;0 +22;3442410665;0 +22;3442446937;0 +23;0375406328;0 +26;0446310786;10 +26;0449005615;9 +32;0060168013;8 +32;038078243X;0 +32;055321215X;0 +36;067176537X;0 +39;0061099686;0 +39;0553582909;8 +39;0671888587;7 +42;0553582747;7 +44;0425182908;0 +44;042518630X;0 +44;0440223571;8 +44;0812523873;0 +44;0842342702;0 +51;0440225701;9 +53;0060914068;3 +53;0156047624;10 +53;0245542957;6 +53;0380715899;9 +53;0553280333;0 +53;0961769947;0 +53;0964778319;0 +56;0671623249;7 +56;0679810307;0 +56;0679865691;9 +64;2070423204;7 +67;0345260317;0 +67;0394743741;7 +67;042511774X;0 +67;0804106304;0 +68;1853262404;0 +69;0312970242;0 +69;1853260053;8 +70;1414035004;10 +73;0060938412;5 +75;0140067477;0 +75;0345465083;0 +75;0451625889;0 +75;1558531025;5 +77;0441783589;0 +78;0394895894;8 +79;1569871213;0 +81;0375410538;5 +82;0966986105;10 +83;087113375X;7 +85;0340767936;5 +85;0743403843;0 +86;0060930365;4 +87;0060177586;0 +87;0071416331;8 +87;0375509038;8 +88;0553062042;7 +91;0316769487;9 +92;8445071408;7 +92;8445071769;8 +92;8445071777;10 +95;0679429220;0 +97;0671867156;7 +99;0312252617;8 +99;0312261594;8 +99;0316748641;7 +99;0316973742;0 +99;0385235941;6 +99;0446677450;10 +99;0451166892;3 +99;0553347594;9 +99;0671621009;10 +99;067976397X;0 +99;0684822733;0 +99;0786868716;0 +33;0375410538;7 +77;0375410538;2 \ No newline at end of file diff --git a/commerce/bookstore/data/users.csv b/commerce/bookstore/data/users.csv new file mode 100644 index 00000000..b9e3182e --- /dev/null +++ b/commerce/bookstore/data/users.csv @@ -0,0 +1,44 @@ +User-ID;Location;Age +2;stockton, california, usa;18 +8;timmins, ontario, canada;NULL +9;germantown, tennessee, usa;NULL +10;albacete, wisconsin, spain;26 +12;fort bragg, california, usa;NULL +14;mediapolis, iowa, usa;NULL +16;albuquerque, new mexico, usa;NULL +17;chesapeake, virginia, usa;NULL +19;weston, ,;14 +20;langhorne, pennsylvania, usa;19 +22;erfurt, thueringen, germany;NULL +23;philadelphia, pennsylvania, usa;NULL +26;bellevue, washington, usa;NULL +32;portland, oregon, usa;NULL +36;montreal, quebec, canada;24 +39;cary, north carolina, usa;NULL +42;appleton, wisconsin, usa;17 +44;black mountain, north carolina, usa;51 +51;renton, washington, usa;34 +53;tacoma, washington, usa;NULL +56;cheyenne, wyoming, usa;24 +64;lyon, rhone, france;32 +67;framingham, massachusetts, usa;43 +68;montreal, quebec, canada;NULL +69;vancouver, british columbia, canada;NULL +70;rochester, new york, usa;44 +73;wentzville, missouri, usa;NULL +75;long beach, california, usa;37 +77;vancouver, british columbia, canada;NULL +78;oakland, california, usa;18 +79;ottawa, ontario, canada;20 +81;santa cruz, california, usa;NULL +82;del mar, california, usa;NULL +83;eugene, oregon, usa;NULL +85;london, england, united kingdom;41 +86;los angeles, california, usa;NULL +87;richardson, texas, usa;NULL +88;fayetteville, georgia, usa;NULL +91;toronto/newmarket, ,;NULL +92;castellar del valles, barcelona, spain;20 +95;grand island, new york, usa;NULL +97;mechanicsburg, pennsylvania, usa;NULL +99;franktown, colorado, usa;42 diff --git a/commerce/bookstore/images/bookstore_schema.png b/commerce/bookstore/images/bookstore_schema.png new file mode 100644 index 00000000..ac395946 Binary files /dev/null and b/commerce/bookstore/images/bookstore_schema.png differ diff --git a/commerce/bookstore/images/made-with-typedb.svg b/commerce/bookstore/images/made-with-typedb.svg new file mode 100644 index 00000000..5d61cb10 --- /dev/null +++ b/commerce/bookstore/images/made-with-typedb.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/commerce/bookstore/python/config.py b/commerce/bookstore/python/config.py new file mode 100644 index 00000000..4d055a8e --- /dev/null +++ b/commerce/bookstore/python/config.py @@ -0,0 +1,24 @@ +# +# Copyright (C) 2022 Vaticle +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +data_path = "../data/" # path to csv files to import/load data +db = "bookstore" # Name of the DB to connect on the TypeDB +typedb_server_addr = "localhost:1729" diff --git a/commerce/bookstore/python/load_data.py b/commerce/bookstore/python/load_data.py new file mode 100644 index 00000000..197d1599 --- /dev/null +++ b/commerce/bookstore/python/load_data.py @@ -0,0 +1,148 @@ +# +# Copyright (C) 2022 Vaticle +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +import csv +import os +from typedb.client import TypeDB, SessionType, TransactionType +import loaders +import config +import argparse + +# Verbosity option implementation +parser = argparse.ArgumentParser(description='Loads data into TypeDB for the Bookstore example') +parser.add_argument("-v", "--verbose", "-d", "--debug", help='Increase output verbosity', + dest="verbose", action='store_true') +args = vars(parser.parse_args()) + +if args["verbose"]: # if the argument was set + print("High verbosity option turned on.") + debug = True # Shows verbose debug messages in the console output +else: + debug = False # No debug messages + + +def parse_data_to_dictionaries(input): # input.file is a string: the path to the dataset file + if debug: print("Parsing of " + input["file"] + "started.") + items = [] # prepare an empty list + with open(input("").file, encoding="UTF-8") as data: # reads the dataset file through a stream + for row in csv.DictReader(data, delimiter=";", skipinitialspace=True): # iterate through rows + item = {key: value for key, value in row.items()} # Creates an item. Keys are taken from the first row + items.append(item) # adds the dictionary to the list of items + if debug: print("Parsing of " + input["file"] + " successful.") + return items # items as list of dictionaries: each item representing a data item from the file at loader.file + + +def load_data_into_typedb(loader, session): # Requests generation of insert queries and sends queries to the TypeDB + """ + :param loader as class: has load method to build insert query. Object initiated with an item to insert + :param session: an established connection to the TypeDB off of which a transaction will be created + """ + items = parse_data_to_dictionaries(loader) # parses csv file (loader.file) to create a list of dictionaries + skip_count = 0 # counter of non-successful insert attempts + for item in items: # for each item dictionary in the list (former row in csv file) + with session.transaction(TransactionType.WRITE) as transaction: # Open transaction to write with session provided + input_object = loader(item) # This is an object of one of the Loader subclass initiated with an item + typeql_insert_query = input_object.load() # This builds the corresponding TypeQL insert query from item + if typeql_insert_query != "": + if debug: print("Executing TypeQL Query: " + typeql_insert_query) + transaction.query().insert(typeql_insert_query) # runs the query + transaction.commit() # commits the transaction + # todo: Add a transaction result check. Increase skip_cont if nothing was inserted + else: + if debug: print("Item parsing resulted in empty query statement. Skipping this item —", item) + skip_count += 1 + loaded_count = len(items) - skip_count + print("Inserted " + str(loaded_count) + " out of " + str(len(items)) + " items from [ " + + input_object.file + "] into TypeDB with", loader.__name__) + return loaded_count # END of load_data_into_typedb() + + +def load_data(client): # Main data load function + res = [] + with client.session(config.db, SessionType.DATA) as session: # Access data in the database + for loader in loaders.loaders_list: # Iterating through the list of classes to import all data + if debug: print("Loading from [" + loader("").file + "] into TypeDB ...") + res.append(load_data_into_typedb(loader, session)) # Call loader to load data with session + print("\nData loading complete!") + if debug: print("We have inserted the following nu,ber of items:", res) + return res + + +def has_existing_data(client): # Checking whether the DB already has the schema and the data loaded + with client.session(config.db, SessionType.SCHEMA) as session: # Access data in the database + with session.transaction(TransactionType.READ) as transaction: # Open transaction to read + try: + typeql_read_query = "match $b isa book, has ISBN $x; get $x; limit 3;" + transaction.query().match(typeql_read_query) + print("The DB contains the schema and loaded data already.") + return True # Success means DB most likely already has the schema and the data loaded + except: + return False # Exception — we consider DB as empty (brand new, no schema, no data) + + +def load_schema(client): # Loading schema + this_script_dir = os.path.dirname(__file__) # Look for a path to this script, load_data.py + with client.session(config.db, SessionType.SCHEMA) as session: # Access data in the database + with open(os.path.join(this_script_dir, "../schema.tql"), "r") as schema: # Read the schema.tql file + define_query = schema.read() + with session.transaction(TransactionType.WRITE) as transaction: # Open transaction to write + try: + transaction.query().define(define_query) # Execute query to load the schema + transaction.commit() # Commit transaction + print("Loaded the " + config.db + " schema.") + return True # Setup complete + except Exception as e: + print("Failed to load schema: " + str(e)) + return False # Setup failed + + +def main(): # This is the main function of this script + with TypeDB.core_client(config.typedb_server_addr) as client: # Establishing connection. Once per app + if client.databases().contains(config.db): # Check the DB existence + print("Detected DB " + config.db + ". Connecting.") + if not has_existing_data(client): # Most likely the DB is empty and has no schema + print("Attempting to load the schema and data.") + if load_schema(client): # Schema has been loaded + load_data(client) # Main data loading function + else: # The data check showed that we already have schema and some data in the DB + print("To reload data we will delete the existing DB... Please confirm!") + if input("Type in Delete to proceed with deletion: ") == "delete" or "Delete" or "DELETE": + client.databases().get(config.db).delete() # Deleting the DB + print("Deleted DB " + config.db + ".") + client.databases().create(config.db) # Creating new (empty) DB + print("DB " + config.db + " created. Applying schema...") + if load_schema(client): # Schema has been loaded + return load_data(client) # Main data loading function + else: + exit("Database was not deleted due to user choice. Exiting.") + + else: # DB is non-existent + print("DB " + config.db + " is absent. Trying to create.") + client.databases().create(config.db) # Creating the DB + print("DB " + config.db + " created. Applying schema...") + if load_schema(client): # Schema has been loaded + return load_data(client) # Main data loading function + + return False + + +if __name__ == '__main__': + main() diff --git a/commerce/bookstore/python/loaders.py b/commerce/bookstore/python/loaders.py new file mode 100644 index 00000000..529aa281 --- /dev/null +++ b/commerce/bookstore/python/loaders.py @@ -0,0 +1,152 @@ +# +# Copyright (C) 2022 Vaticle +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +import random, uuid +from typedb.client import TypeDB, SessionType, TransactionType +import config + +debug = False # Default value for debug verbosity flag + + +class Loader: # Superclass for all loaders + def __init__(self, item, filename, verbose = debug): + self.item = item # Object (line) from csv file + self.file = filename # Filename of the csv file to import from + self.verbose = verbose + + +class BookLoader(Loader): + def __init__(self, item): + super().__init__(item, config.data_path + "books.csv") # Set exact filename to parse with this class + + def load(self): # building a TypeQL request to insert a book + return "insert $b isa book, has id '" + str(uuid.uuid4()) + "', has ISBN '" + self.item["ISBN"] + \ + "', has name '" + self.item["Book-Title"] + "', has book-author '" + self.item["Book-Author"] + \ + "', has publisher '" + self.item["Publisher"] + "', has price " + str(random.randint(3, 100)) + \ + ", has stock " + str(random.randint(0, 25)) + ";" + + +class UserLoader(Loader): + def __init__(self, item): + super().__init__(item, config.data_path + "users.csv") # Set exact filename to parse with this class + + def load(self): # building a TypeQL request to insert a user + first_names = ("John", "Andy", "Joe", "Bob", "Alex", "Mary", "Alexa", "Monika", "Vladimir", "Tom", "Jerry") + typeql_insert_query = "insert $u isa user, has id '" + str(uuid.uuid4()) + "', has foreign-id '" + \ + self.item["User-ID"] + "'" + if self.item["Age"] != "NULL": # Check the data before loading it + typeql_insert_query += ", has age " + self.item["Age"] # If we have Age data in the file - we will use it + else: # Additional logic for missing data: in this case — we generate random values + typeql_insert_query += ", has age " + str(random.randint(18, 105)) # Add random age + typeql_insert_query += ", has name '" + random.choice(first_names) + "';" # Add random name + return typeql_insert_query + + +class RatingLoader(Loader): + def __init__(self, item): + super().__init__(item, config.data_path + "ratings.csv") # Set exact filename to parse with this class + + def load(self): # building a TypeQL request to insert a review (review relation) + typeql_insert_query = "match $u isa user, has foreign-id '" + self.item["User-ID"] + "'; " \ + "$b isa book, has ISBN '" + self.item["ISBN"] + "'; " \ + "insert $r (author: $u, product: $b) isa review;" \ + "$r has rating " + self.item["Book-Rating"] + ";" + return typeql_insert_query + + +class OrderLoader(Loader): + def __init__(self, item): + super().__init__(item, config.data_path + "orders.csv") # Set exact filename to parse with this class + + def load(self): # building a TypeQL request to insert an order + i = 0 + typeql_insert_query = "match $u isa user, has foreign-id '" + self.item["User-ID"] + "';" + for book in random_books(self.verbose): + i += 1 # counter for the number of books + if self.verbose: print("Book #" + str(i) + " ISBN: " + book) + typeql_insert_query += "$b" + str(i) + " isa book, has ISBN '" + book + "';" + + typeql_insert_query += "insert $o isa order, has id '" + self.item["id"] + "', " \ + "has foreign-user-id '" + self.item["User-ID"] + "', has created-date " + self.item["date"] + ", " \ + "has status '" + self.item["status"] + "'," \ + "has delivery-address '" + self.item["delivery_address"] + "', " \ + "has payment-details '" + self.item["payment_details"] + "';" + typeql_insert_query += "$o (" + for j in range(1, i+1): # for all i books in the order + typeql_insert_query += "item: $b" + str(j) + "," # Add every book into the relation + typeql_insert_query += " author: $u) isa order;" + + return typeql_insert_query + + +class BookGenreLoader(Loader): + def __init__(self, item): + super().__init__(item, config.data_path + "book_genres.csv") # Set exact filename to parse with this class + + def load(self): # building a TypeQL request to insert a book/genre association + typeql_insert_query = "match $b isa book, has ISBN '" + self.item["ISBN"] + "'; " \ + "$g isa genre-tag; $g '" + self.item["Genre"] + "'; " \ + "insert $b has $g;" + return typeql_insert_query + + +class GenreLoader(Loader): + def __init__(self, item): + super().__init__(item, config.data_path + "genres.csv") # Set exact filename to parse with this class + + def load(self): # building a TypeQL request to insert genre-tags + typeql_insert_query = "insert $g '" + self.item["Genre"] + "' isa genre-tag;" + return typeql_insert_query + + +class GenreHierarchyLoader(Loader): + def __init__(self, item): + super().__init__(item, config.data_path + "genres.csv") # Set exact filename to parse with this class + + def load(self): # building a TypeQL request to insert genre hierarchy + if self.item["Genre"] != "NULL": + typeql_insert_query = "match $g = '" + self.item["Genre"] + "'; $g isa genre-tag;" \ + "$p = '" + self.item["Parent"] + "'; $p isa genre-tag;" \ + "insert $th (sub-tag: $g, sup-tag: $p) isa tag-hierarchy;" + else: + typeql_insert_query = "" + return typeql_insert_query + + +def random_books(verbose): + with TypeDB.core_client(config.typedb_server_addr) as client: + with client.session(config.db, SessionType.DATA) as session: + with session.transaction(TransactionType.READ) as transaction: + typeql_read_query = "match $b isa book, has ISBN $x; get $x; limit 800;" # get 800 books + if verbose: print("Executing TypeQL read Query: " + typeql_read_query) + iterator = transaction.query().match(typeql_read_query) # Execute read query + answers = [ans.get("x") for ans in iterator] + books = [answer.get_value() for answer in answers] # This contains the result (800 ISBN records) + # for order_id in range(1,6): # Go through all 5 orders + ordered_books = [] # Resetting variable to store ordered items for an order + for item_n in range(1, random.randint(2, 10)): # Iterate through random (2-9) number of books + ordered_books.append(books[random.randint(0, 799)]) # Select random book from 800 + return ordered_books + + +# This is a list of classes to import (load) data. The order of values is important for loading data order. +# Classes have filenames and corresponding methods to load the parsed data into the TypeDB. +loaders_list = [GenreLoader, GenreHierarchyLoader, BookLoader, UserLoader, RatingLoader, OrderLoader, BookGenreLoader] diff --git a/commerce/bookstore/python/requests.py b/commerce/bookstore/python/requests.py new file mode 100644 index 00000000..f3abc05e --- /dev/null +++ b/commerce/bookstore/python/requests.py @@ -0,0 +1,268 @@ +# +# Copyright (C) 2022 Vaticle +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +from typedb.client import TypeDB, SessionType, TransactionType, TypeDBOptions +from enum import Enum +import argparse +import config + +# Verbosity option implementation +parser = argparse.ArgumentParser(description="Bookstore example requests") +parser.add_argument("-v", "--verbose", "-d", "--debug", help="Increase output verbosity", + dest="verbose", action="store_true") +args = vars(parser.parse_args()) + +if args["verbose"]: # if the argument was set + print("High verbosity option turned on.") + debug = True # Shows verbose debug messages in the console output +else: + debug = False # No debug messages + + +class ResultCode(Enum): + OK = 0, + INPUT_INVALID = 1, + EXIT = 2 + + +def selection(client): # This is the main UI to select a function to proceed with + + print("Please choose one of the following functions: ") + print("1. Search for a book") + print("2. Search for a user") + print("3. Search for an order") + print("4. Search for books by genre") + print("0. Exit") + selection = input("Your request: ") # Storing answer here + if selection == "": + print("Empty selection recognized. Please try again.") + return ResultCode.INPUT_INVALID + elif selection == "1": # We chose variant #1 — searching for a book + return search_book(input("Searching for a book. Please type in an ISBN or press enter for a full listing: "), client) + elif selection == "2": # 2. Searching for a user + return search_user(input("Searching for a user. Please type in a foreign ID or press enter for a full listing: "), client) + elif selection == "3": # 3. Searching for an order + return search_order(input("Searching for an order. Please type in an order ID or press enter for a full listing: "), client) + elif selection == "4": # 4. Searching for books by genre + show_all_genres(client) # Display all genres as a tip + return search_genre(input("Searching for books by genre. Please type in genre name: "), client) + elif selection == "0" or "exit" or "exit()" or "close" or "close()" or "help": # Exit the program + return ResultCode.EXIT + else: + print("Invalid selection recognized. Please try again.") # Something else / unrecognized - repeat + return ResultCode.INPUT_INVALID + + +def search_book(ISBN, client): # Search book by ISBN (or show all books if empty ISBN given) + + if ISBN == "": # empty ISBN given + print("Empty input. Listing all books") + return show_all_books(client) # Display all books + else: # Non-empty ISBN given + return show_book(ISBN, client) # Display selected book + + +def show_book(ISBN, client): # Searching book by ISBN and print info + result = [] + with client.session(config.db, SessionType.DATA) as session: # Access data in the database + with session.transaction(TransactionType.READ) as transaction: # Open transaction to read + typeql_read_query = "match $b isa book, has ISBN '" + ISBN + "', has name $n, " \ + "has book-author $ba; " \ + "get $n, $ba;" + if debug: print("Executing TypeQL read Query: " + typeql_read_query) + iterator = transaction.query().match(typeql_read_query) # Execute match query + k = 0 # Counter initialisation + for item in iterator: # Iterating through results of the match query + print(ISBN, item.get("n").get_value(), item.get("ba").get_value(), sep=" — ") # Print every result + k += 1 + print("Books found:", k) # Print the counter as the number of results found + result.append(k) + + # Rating computation + with client.session(config.db, SessionType.DATA) as session: # Access data in the database + with session.transaction(TransactionType.READ) as transaction: # Open transaction to read + typeql_read_query = "match $b isa book, has ISBN '" + ISBN + "';" \ + "$r (product: $b, author:$a) isa review; $r has rating $rating;" \ + "get $rating;" + if debug: print("Executing TypeQL read Query: " + typeql_read_query) + iterator = transaction.query().match(typeql_read_query) # Execute match query + g = 0 # Initialising counter + s = 0 # Initialising sum variable + for item in iterator: # Iterating through query results + g += 1 # Increase the counter for every query result + rating = item.get("rating").get_value() # Get rating value + if debug: print(g, "Review rating found:", rating) + s = s + rating # Add to sum + if g > 0: # If there was any rating (counter was increased) + average = round(s/g, 2) + print("Total rating records:", str(g) + ". Average book rating:", average) + # printed average (s (sum) divided by g (number of results)), rounded to 2 signs after a comma + result.append(average) + else: # No rating results found by the query + print("No rating data for this book.") + result.append(False) + return result + + +def search_user(user, client): # Search user by foreign-id (or show all users if empty id given) + + if user == "": + print("Empty input. Listing all users") + return show_all_users(client) # Display all users + else: + return show_user(user, client) # Display selected user + + +def show_user(user, client): # Display user by foreign-id + result = [] + with client.session(config.db, SessionType.DATA) as session: # Access data in the database + with session.transaction(TransactionType.READ) as transaction: # Open transaction to read + typeql_read_query = "match $u isa user, has id $i, has name $n, has foreign-id '" + user + "'; " \ + "get $i, $n;" + if debug: print("Executing TypeQL read Query: " + typeql_read_query) + iterator = transaction.query().match(typeql_read_query) # Executing query + k = 0 + for item in iterator: # Iterating through results + print(user, item.get("n").get_value(), item.get("i").get_value(), sep=" — ") # Print results + k += 1 # Counter + result.append(item.get("i").get_value()) + print("Users found:", k) # Print number of results + return result + + +def search_order(order_id, client): # Search order by id (or show all orders if empty id given) + # Different approach - download all orders first, filter later + with client.session(config.db, SessionType.DATA) as session: # Access data in the database + with session.transaction(TransactionType.READ) as transaction: # Open transaction to read + typeql_read_query = "match $o isa order, has id $i, has foreign-user-id $fui, " \ + "has created-date $d, has status $s, has delivery-address $da;" \ + "get $i, $fui, $d, $s, $da; sort $i asc;" + # matched results sorted by id in ascending order + if debug: print("Executing TypeQL read Query: " + typeql_read_query) + iterator = transaction.query().match(typeql_read_query) # Execute query + result = "" + counter = 0 + for answer in iterator: # Iterate through result of the query (all orders) + if order_id == "" or (order_id == answer.get("i").get_value()): # show all or one with the order_id + result += "\nOrder ID:" + str(answer.get("i").get_value()) + result += " Foreign User-ID:" + str(answer.get("fui").get_value()) + result += " Date:" + str(answer.get("d").get_value()) + result += " Status:" + str(answer.get("s").get_value()) + result += " Delivery address:" + str(answer.get("da").get_value()) + if result != "": # If this iteration has something to print + print(result) # Print result + counter += 1 + result = "" # Reset the variable for next iteration + return counter + + +def search_genre(tag_name, client): # Search books by genre tag + if tag_name == "": # Empty input. But we already showed all tags/genres before + print("Empty input. Lets look for a Map genre, so you can find what you are looking for.") + tag_name = "Map" # Choosing genre instead of an empty input + TB = TypeDBOptions.core() # Initialising a new set of options + TB.infer = True # Enabling inference in this new set of options + with client.session(config.db, SessionType.DATA) as session: # Access data in the database + with session.transaction(TransactionType.READ, TB) as transaction: # Open transaction to read + typeql_read_query = "match $g isa genre-tag; $g '" + tag_name + "';" \ + "$b isa book, has name $n, has ISBN $i, has $g; " \ + "get $i, $n; sort $i asc;" + if debug: print("Executing TypeQL read Query: " + typeql_read_query) + iterator = transaction.query().match(typeql_read_query) # Execute query + print("Looking for a", tag_name, "genre. Here is what we have:") + k = 0 # Counter + for answer in iterator: # Iterating through results + k += 1 # Increase the counter + result = "\n" + str(k) # Prepare the positional number of result + result += " ISBN:" + str(answer.get("i").get_value()) # Prepare ISBN + result += ", Book title:" + str(answer.get("n").get_value()) # Prepare book name + print(result) # Print prepared result + return k + + +def show_all_books(client): # Just show all books + print("Showing all books") + with client.session(config.db, SessionType.DATA) as session: # Access data in the database + with session.transaction(TransactionType.READ) as transaction: # Open transaction to read + typeql_read_query = "match $b isa book, has ISBN $i, has name $n, has book-author $ba; " \ + "get $i, $n, $ba;" + if debug: print("Executing TypeQL read Query: " + typeql_read_query) + iterator = transaction.query().match(typeql_read_query) # Executing match query + k = 0 # Counter + for item in iterator: # Iterating through results + k += 1 + print(k, item.get("i").get_value(), item.get("n").get_value(), item.get("ba").get_value(), sep=" — ") + # Printed result + print("Total count:", k) # Printing the counter value after all iterations + return k + + +def show_all_users(client): # Just show all users + print("Showing all users") + with client.session(config.db, SessionType.DATA) as session: # Access data in the database + with session.transaction(TransactionType.READ) as transaction: # Open transaction to read + typeql_read_query = "match $u isa user, has id $i, has name $n, has foreign-id $fi; " \ + "get $i, $n, $fi; sort $fi asc;" # Limit the number of results by adding " limit 100;" + # Results sorted by foreign-id in ascending order. Since $fi is a string 9 goes after 88 and before 91 + if debug: print("Executing TypeQL read Query: " + typeql_read_query) + iterator = transaction.query().match(typeql_read_query) # Executing query + k = 0 # Counter + for item in iterator: # Iterating through results + k += 1 + print(k, "- Foreign ID: " + item.get("fi").get_value(), "Name: " + item.get("n").get_value(), "ID: " + + item.get("i").get_value()) + # Printed result + print("Total count:", k) # Printing counter value after all iterations + return k + + +def show_all_genres(client): # Just display all genre tags + with client.session(config.db, SessionType.DATA) as session: # Access data in the database + with session.transaction(TransactionType.READ) as transaction: # Open transaction to read + typeql_read_query = "match $g isa genre-tag; get $g;" # Prepare query + if debug: print("Executing TypeQL read Query: " + typeql_read_query) + iterator = transaction.query().match(typeql_read_query) # Execute transaction + k = 0 # Counter + for item in iterator: # Iterating through all results + k += 1 + print(k, item.get("g").get_value()) # Printing positional number and genre + print("Total count:", k) # Printing counter value after all iterations + return k + + +def main(): # This is the main function of this script + print("Bookstore CRM v.0.0.0.0.1a") + with TypeDB.core_client(config.typedb_server_addr) as client: # Establishing connection. Once per app + while True: # This cycle will repeat until one of the following breaks happen + x = selection(client) # Call selection UI once per cycle + if x == ResultCode.INPUT_INVALID: # Unrecognizable answer + pass # Return to cycle to call selection() again + elif x == ResultCode.EXIT: # Chose to exit + print("Terminating program.") + return False # This stops printing selection of the function UI after exit + elif x == ResultCode.OK: # This is no longer viable option. Instead of ResultCode we should send the result + raise Exception("Unexpected return from the selection function! Check selection() result.") + else: # Successfully selected one of the functions — we no longer need to repeat the selection + return x # This stops printing selection of the function UI after successful pick + + +if __name__ == '__main__': + main() diff --git a/commerce/bookstore/python/requirements.txt b/commerce/bookstore/python/requirements.txt new file mode 100644 index 00000000..124bf93c --- /dev/null +++ b/commerce/bookstore/python/requirements.txt @@ -0,0 +1,3 @@ +uuid>=1.30,<2 +argparse>=1.4.0,<2 +typedb-client>=2.12.1,<2.13 diff --git a/commerce/bookstore/python/test.py b/commerce/bookstore/python/test.py new file mode 100644 index 00000000..ccfb3f37 --- /dev/null +++ b/commerce/bookstore/python/test.py @@ -0,0 +1,101 @@ +#!/usr/bin/env python3 +# +# Copyright (C) 2022 Vaticle +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +from unittest import mock, TestCase +import load_data +import requests +import config +from typedb.client import TypeDB, SessionType, TransactionType + + +class LoadDataTests(TestCase): + @mock.patch('load_data.input', create=True) + def test_load_data(self, mocked_input): + mocked_input.side_effect = ['delete'] + result = load_data.main() + self.assertEqual(result, [16, 16, 809, 43, 110, 5, 8]) # Expected results for: + # GenreLoader = 16 + # GenreHierarchyLoader = 16 + # BookLoader = 809 + # UserLoader = 43 + # RatingLoader = 110 + # OrderLoader = 5 + # BookGenreLoader = 8 + + +class RequestTests(TestCase): + @mock.patch('requests.input', create=True) + def test_request_all_books(self, mocked_input): + mocked_input.side_effect = ["1", ""] # 1. Search for a book -> All + result = requests.main() + self.assertEqual(result, 809) # Expected result is 809 (number of books) + + @mock.patch('requests.input', create=True) + def test_request_one_books(self, mocked_input): + mocked_input.side_effect = ["1", "0375410538"] # Search for a book -> ISBN = 0375410538 + result = requests.main() + self.assertEqual(result, [1, 3.5]) # Expected result is 1 book and 3.5 rating + + @mock.patch('requests.input', create=True) + def test_request_all_users(self, mocked_input): + mocked_input.side_effect = ["2", ""] # 2. Search for a user -> All + result = requests.main() + self.assertEqual(result, 43) # Expected result is 43 (number of users) + + @mock.patch('requests.input', create=True) + def test_request_one_user(self, mocked_input): + user_foreign_id = "88" + mocked_input.side_effect = ["2", user_foreign_id] # 2. Search for a user -> Foreign ID: 88 + result = requests.main() # we get the result from requests.py + expected_result = [] # we get the result of our own request here + with TypeDB.core_client(config.typedb_server_addr) as client: # Establishing connection + with client.session(config.db, SessionType.DATA) as session: # Access data in the database + with session.transaction(TransactionType.READ) as transaction: # Open transaction to read + typeql_read_query = "match $u isa user, has id $i, has name $n, " \ + "has foreign-id '" + user_foreign_id + "'; get $i, $n;" + iterator = transaction.query().match(typeql_read_query) # Executing query + for item in iterator: # Iterating through results + expected_result.append(item.get("i").get_value()) # We get every user with the foreign_id + + self.assertEqual(result, expected_result) # we compare requests.py result with our own request result + + @mock.patch('requests.input', create=True) + def test_request_all_orders(self, mocked_input): + mocked_input.side_effect = ["3", ""] # 3. Search for an order -> All + result = requests.main() + self.assertEqual(result, 5) # Expected result is 5 (number of orders) + + @mock.patch('requests.input', create=True) + def test_request_one_order(self, mocked_input): + mocked_input.side_effect = ["3", "1"] # 3. Search for an order -> Order ID: 1 + result = requests.main() + self.assertEqual(result, 1) # Expected result is 1 (number of orders) + + @mock.patch('requests.input', create=True) + def test_request_tag(self, mocked_input): + mocked_input.side_effect = ["4", "Non fiction"] # 4. Search for books by genre -> Non fiction + result = requests.main() + self.assertEqual(result, 3) # Expected result is 3 (number of books found with the tag and all inferenced tags) + + +if __name__ == "__main__": + print("Try using the following command: python3 -m unittest") diff --git a/commerce/bookstore/python/todo.md b/commerce/bookstore/python/todo.md new file mode 100644 index 00000000..618a2985 --- /dev/null +++ b/commerce/bookstore/python/todo.md @@ -0,0 +1,8 @@ +# ToDo list + +1. Add functions: add book, add user, add genre, add order +2. Add list of items for show order function +3. Add auto tests +4. Add check for successful empty insert queries +5. Add regular expression for status query in the schema +6. Add cardinality in the schema diff --git a/commerce/bookstore/request-examples/insert_book_easy.tql b/commerce/bookstore/request-examples/insert_book_easy.tql new file mode 100644 index 00000000..c4a60da9 --- /dev/null +++ b/commerce/bookstore/request-examples/insert_book_easy.tql @@ -0,0 +1 @@ +insert $b isa book, has name "Harry Potter", has description "Book about Harry Potter", has price 100, has id 1; diff --git a/commerce/bookstore/request-examples/read_attributes_of_entity.tql b/commerce/bookstore/request-examples/read_attributes_of_entity.tql new file mode 100644 index 00000000..6e16c7c4 --- /dev/null +++ b/commerce/bookstore/request-examples/read_attributes_of_entity.tql @@ -0,0 +1,2 @@ +match $x isa book, has $atr; +get $atr; diff --git a/commerce/bookstore/request-examples/read_schema.tql b/commerce/bookstore/request-examples/read_schema.tql new file mode 100644 index 00000000..c42060d6 --- /dev/null +++ b/commerce/bookstore/request-examples/read_schema.tql @@ -0,0 +1 @@ +match $x sub thing; diff --git a/commerce/bookstore/schema.tql b/commerce/bookstore/schema.tql new file mode 100644 index 00000000..5ccbe16d --- /dev/null +++ b/commerce/bookstore/schema.tql @@ -0,0 +1,122 @@ +# +# Copyright (C) 2022 Vaticle +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +define + +### Attributes ### + + name sub attribute, value string; + created-date sub attribute, value datetime; + description sub attribute, value string; + id sub attribute, value string; + + price sub attribute, value long; + stock sub attribute, value long; + + ISBN sub attribute, value string; + book-author sub attribute, value string; + publisher sub attribute, value string; + + rating sub attribute, value long; + + age sub attribute, value long; + + foreign-user-id sub attribute, value string; + status sub attribute, value string; + delivery-address sub attribute, value string; + payment-details sub attribute, value string; + + username sub attribute, value string; + password sub attribute, value string; + foreign-id sub attribute, value string; + + genre-tag sub attribute, value string, + plays tag-hierarchy:sup-tag, + plays tag-hierarchy:sub-tag; + +### Entities ### + product sub entity, abstract, + owns id @key, + owns name, + owns description, + owns price, + owns stock, + plays order:item, + plays review:product; + + book sub product, + owns genre-tag, + owns ISBN, + owns book-author, + owns publisher; + + person sub entity, + owns name, + plays review:author; + + user sub person, + owns id @key, + owns foreign-id, + owns username, + owns password, + owns age, + plays order:author; + +### Relations ### + review sub relation, + owns rating, + relates author, + relates product; + + order sub relation, + owns id @key, + owns foreign-user-id, + owns created-date, + owns status, + owns delivery-address, + owns payment-details, + relates item, + relates author; + + tag-hierarchy sub relation, + relates sub-tag, + relates sup-tag; + +##### RULES ##### + + rule super-tag-hierarchy: + when { + (sup-tag: $p, sub-tag: $b) isa tag-hierarchy; + (sup-tag: $b, sub-tag: $bb) isa tag-hierarchy; + } then { + (sup-tag: $p, sub-tag: $bb) isa tag-hierarchy; + }; + + rule super-tag-ownership: + when { + $book isa book; + $g isa genre-tag; + $book has $g; + $sup isa genre-tag; + (sup-tag: $sup, sub-tag: $g) isa tag-hierarchy; + } then { + $book has $sup; + };