TerminusDB Client Python

Development status ⚙️

Python Package status 📦

Python version of the TerminusDB client - for TerminusDB API and WOQLpy

Requirements

Release Notes and Previous Versions

TerminusDB Client v10.0 works with TerminusDB v10.0 and TerminusX. Please check RELEASE_NOTES.md to find out what has changed.

Installation

TerminusDB Client can be downloaded form PyPI using pip: python -m pip install terminusdb-client

This only includes the core Python Client (WOQLClient) and WOQLQuery.

If you want to use woqlDataframe or the import and export csv function in Scaffolding CLI tool:

python -m pip install terminusdb-client[dataframe]

if you are installing form zsh you have to quote the argument like this:

python -m pip install 'terminusdb-client[dataframe]'

Install from source:

python -m pip install git+https://github.com/terminusdb/terminusdb-client-python.git

Usage

Python client

Connect to a server

Connect to local host

from terminusdb_client import WOQLClient

client = WOQLClient("http://127.0.0.1:6363/")
client.connect()

Connect to TerminusX

check documentation for TerminusX about how to add the API token to the environment variable

from terminusdb_client import WOQLClient

team="MyTeam"
client = WOQLClient(f"https://dashboard.terminusdb.com/{team}/")
client.connect(team="MyTeam", use_token=True)

Create a database

client.create_database("MyDatabase")

Create a schema

from terminusdb_client.woqlschema import WOQLSchema, DocumentTemplate, RandomKey

my_schema = WOQLSchema()

class Pet(DocumentTemplate):
    _schema = my_schema
    name: str
    species: str
    age: int
    weight: float

my_schema.commit(client)

Create and insert doucments

my_dog = Pet(name="Honda", species="Huskey", age=3, weight=21.1)
my_cat = Pet(name="Tiger", species="Bengal cat", age=5, weight=4.5)
client.insert_document([my_dog, my_cat])

Get back all documents

print(list(client.get_all_documents()))

[{'@id': 'Pet/b5edacf854e34fe79c228a91e2af45fb', '@type': 'Pet', 'age': 5, 'name': 'Tiger', 'species': 'Bengal cat', 'weight': 4.5}, {'@id': 'Pet/cdbe3f6d49394b38b952ae315309256d', '@type': 'Pet', 'age': 3, 'name': 'Honda', 'species': 'Huskey', 'weight': 21.1}]

Get a specific document

print(list(client.query_document({"@type":"Pet", "age":5})))

[{'@id': 'Pet/145eb73966d14a1394f7cd5576d7d0b8', '@type': 'Pet', 'age': 5, 'name': 'Tiger', 'species': 'Bengal cat', 'weight': 4.5}]

Delete a database

client.delete_database("MyDatabase")

Scaffolding CLI tool

Start a project in the directory

$terminusdb startproject
Please enter a project name (this will also be the database name): mydb
Please enter a endpoint location (press enter to use localhost default) [http://127.0.0.1:6363/]:
config.json and schema.py created, please customize them to start your project.

Import a CSV named grades.csv

$terminusdb importcsv grades.csv --na=error
0it [00:00, ?it/s]
Schema object Grades created with grades.csv inserted into database.
schema.py is updated with mydb schema.
1it [00:00,  1.00it/s]
Records in grades.csv inserted as type Grades into database with Lexical ids.

Get documents with query

terminusdb alldocs --type Grades -q grade="B-"
[{'@id': 'Grades/Android_Electric_087-65-4321_42.0_23.0_36.0_45.0_47.0_B-', '@type': 'Grades', 'final': 47.0, 'first_name': 'Electric', 'grade': 'B-', 'last_name': 'Android', 'ssn': '087-65-4321', 'test1': 42.0, 'test2': 23.0, 'test3': 36.0, 'test4': 45.0}, {'@id': 'Grades/Elephant_Ima_456-71-9012_45.0_1.0_78.0_88.0_77.0_B-', '@type': 'Grades', 'final': 77.0, 'first_name': 'Ima', 'grade': 'B-', 'last_name': 'Elephant', 'ssn': '456-71-9012', 'test1': 45.0, 'test2': 1.0, 'test3': 78.0, 'test4': 88.0}, {'@id': 'Grades/Franklin_Benny_234-56-2890_50.0_1.0_90.0_80.0_90.0_B-', '@type': 'Grades', 'final': 90.0, 'first_name': 'Benny', 'grade': 'B-', 'last_name': 'Franklin', 'ssn': '234-56-2890', 'test1': 50.0, 'test2': 1.0, 'test3': 90.0, 'test4': 80.0}]

Delete the database

$terminusdb deletedb
Do you want to delete 'mydb'? WARNING: This opertation is non-reversible. [y/N]: y
mydb deleted.

Please check the full Documentation for more information.

Tutorials

There is a list of examples that uses the Python client in our tutorial repo. As a start, we would recommend having a look at create TerminusDB graph with Python client using Jupyter notebook

Testing

Clone this repository git clone https://github.com/terminusdb/terminusdb-client-python.git
Install all development dependencies using pipenv

$ make init

(a) To run test files only

$ pytest terminusdb_client/tests

(b) To run full test

$ tox -e test

Documentation

Visit our TerminusDB Documentation for the full explanation of using TerminusDB.

Documentation specifically on the latest version of the Python Client can be found here.

Generating Documentation Locally using Sphinx

Clone this repository git clone https://github.com/terminusdb/terminusdb-client-python.git
Install all development dependencies

$ make init

Change directory to docs

$ cd docs/

Build with Sphinx

$ make html

The output files are under docs/build/html, open index.html in your browser to inspect.

Report Issues

If you encounter any issues, please report them with your os and environment setup, the version that you are using and a simple reproducible case.

If you have other questions, you can ask in our community forum or Discord server.

Community

Come visit us on our discord server or our forum. We are also on twitter

Contribute

It will be nice, if you open an issue first so that we can know what is going on, then, fork this repo and push in your ideas. Do not forget to add some test(s) of what value you adding.

Please check CONTRIBUTING.md for more information.

Licence

Apache License (Version 2.0)

clayote/terminusdb-client-python