def run():
csvpath = "equinox.csv"
key = os.environ['TERMINUSDB_ACCESS_TOKEN']
endpoint = os.environ['TERMINUSDB_ENDPOINT']
team = os.environ['TERMINUSDB_TEAM']
team_quoted = urllib.parse.quote(team)
#client = WOQLClient(f"https://cloud.terminusdb.com/{team_quoted}/")
if endpoint == 'http://127.0.0.1:6363':
client = WOQLClient(f"{endpoint}")
else:
client = WOQLClient(f"{endpoint}/{team_quoted}/")
# make sure you have put the token in environment variable
# https://docs.terminusdb.com/v10.0/#/terminusx/get-your-api-key
# print(f"key: {key}")
use_token = True
if key == 'false':
use_token = False
client.connect(user='******', team=team, use_token=use_token)
else:
client.connect(team=team, use_token=use_token)
# use when not recreating
# client.connect(db=dbid,team=team,use_token=use_token)
exists = client.get_database(dbid)
if exists:
client.delete_database(dbid, team=team)
client.create_database(dbid,
team,
label=label,
description=description,
prefixes=prefixes)
schema = infer_schema(csvpath)
schema_objects = basic_schema + schema.dump_schema()
#print(json.dumps(schema_objects, indent=4))
import_schema(client,schema_objects)
objects = load_data(csvpath,schema)
# print(json.dumps(objects, indent=4))
import_data(client,objects)
# If you need to start over with connections...
# delete_relationships(client)
connect_polities(client,csvpath)
#!/usr/bin/python3
import os
import time
import datetime
from terminusdb_client import WOQLClient
from terminusdb_client import WOQLQuery as WOQL
# Connect to the server
server_url = "https://127.0.0.1:6363"
db = "dbpedia_1"
user = "******"
account = "admin"
key = "root"
client = WOQLClient(server_url)
client.connect(user=user, account=account, key=key, db=db)
# Example of a single hop
query = WOQL().limit(
1,
WOQL.woql_and(
WOQL().path("doc:Whitesnake", "scm:bandMember", "v:Member",
"v:Path"), ))
result = client.query(query)
print(f"Band member: {result['bindings'][0]['Member']}")
query = WOQL().limit(
1,
WOQL.woql_and(
WOQL().path("doc:Whitesnake", "scm:bandMember,scm:birthPlace",
"v:Place", "v:Path"), ))
description="The Document object in SpaCy")
token_dt = (WOQLQuery().doctype(
"SpaCyToken",
label="SpaCy Tokens").property("lemma", "string").property(
"pos", "string").property("tag", "string").property(
"dep", "string").property("shape", "string").property(
"is_alpha",
"boolean").property("is_stop", "boolean").property(
"head", "SpaCyToken").property("doc", "SpaCyDoc"))
schema = spacy_doc + token_dt
return schema.execute(client, "Create a schema for SpaCy Tokens")
if __name__ == "__main__":
db_id = "nlp_spacy"
client = WOQLClient(server_url="http://localhost:6363")
client.connect(key="root", account="admin", user="******")
existing = client.get_metadata(db_id, client.uid())
if not existing:
client.create_database(
db_id,
accountid="admin",
label="Spacy Tokens",
description="Storing tokenization result form SpaCy")
else:
client.delete_database(
db_id) # delete the original database if the sechema is updated
client.create_database(
db_id,
accountid="admin",
label="Spacy Tokens",
from terminusdb_client import WOQLClient
from terminusdb_client.woqlschema import WOQLSchema
# For Terminus X, use the following
# client = WOQLClient("https://cloud.terminusdb.com/<Your Team>/")
# client.connect(db="demo_workshop", team="<Your Team>", use_token=True)
client = WOQLClient("http://127.0.0.1:6363/")
client.connect(db="getting_started", branch="contractors")
data_schema = WOQLSchema()
data_schema.from_db(client)
Employee = data_schema.object.get("Employee")
Address = data_schema.object.get("Address")
Team = data_schema.object.get("Team")
# Contractor 1
rhys_address = Address(postcode="DG4 2ZQ",
street="Helland Bridge",
street_num=1,
town="Ulzieside")
rhys = Employee(
_id="Employee/006",
name="Rhys Arnold",
title="UX Designer",
team=Team.it,
contact_number="078 3951 7569",
address=rhys_address,
from terminusdb_client import WOQLClient
from terminusdb_client import WOQLQuery as Q
DB = WOQLClient("https://127.0.0.1:6363", insecure=True)
DB.connect(user="******",
account="admin",
key="root",
db="TodoMVC",
insecure=True)
from fastapi import FastAPI, HTTPException, Response, status
from fastapi.responses import JSONResponse
from typing import List, Dict
from pydantic import BaseModel
app = FastAPI()
class Todo(BaseModel):
id: str
title: str
completed: bool
links: Dict
class State(BaseModel):
todos: List[Todo]
links: Dict
# Now I want to change up item 1
new_item_1 = {
"_id": "U1IT00001",
"item_name": "Blender",
"max_discount": "50%",
"batch_number": "RR450020FRG",
"price": 450,
"category": "kitchen appliance"
}
# But before we update it in Mongo, I want to review the changes first
# Create a TerminusX client (see https://dashboard.terminusdb.com/profile)
tbd_endpoint = WOQLClient("http://localhost:6363/")
# Find the item back from database in case someone already changed it
item_1 = collection_name.find_one({"item_name": "Blender"})
patch = tbd_endpoint.diff(item_1, new_item_1)
pprint(patch.content)
# If we apprive, then proceed
collection_name.update_one(patch.before, {"$set": patch.update})
# Working on more complicated objects
expiry_date = '2021-07-15T00:00:00.000'
expiry = dt.datetime.fromisoformat(expiry_date)
new_item_3 = {
commit_res = client.squash('This is a squash commit message!',"username")
# reset to the squash commit
client.reset(commit_res, use_path=True)
# Rebase the current branch onto the specified remote branch
# more info: https://terminusdb.github.io/terminusdb-client-python/woqlClient.html#terminusdb_client.WOQLClient.rebase
client.rebase("main")
if __name__ == "__main__":
db_id = "Netflix"
url = "netflix.csv"
# TODO: change the team name
team = "<TEAM_NAME>"
client = WOQLClient("https://cloud.terminusdb.com/"+team)
try:
client.connect(team=team, use_token=True)
client.create_database(db_id, label = "Netflix Graph", description = "Create a graph with Netflix data")
except Exception:
client.connect(db=db_id, team=team, use_token=True)
schema.commit(client, commit_msg = "Adding Netflix Schema")
insert_content_data(client, url)
contents = client.query_document({"@type" : "Content"}, count=50)
insert_user_data(list(contents))
from terminusdb_client import WOQLQuery as WQ
# Assumes database already exists.
# openssl req -x509 -nodes -days 365 -newkey rsa:2048 -keyout localhost.key -out localhost.crt
server_url = "https://127.0.0.1:6363"
#server_url = "https://195.201.12.87:6366"
db = "dbpedia"
db_label = "DBpedia"
db_comment = "Mapped object, property and types from DBpedia's core dataset"
user = "******"
account = "admin"
key = "root"
branches = ["literals", "types", "objects", "geo"]
client = WOQLClient(server_url, insecure=True)
client.connect(user=user, account=account, key=key, db=db, insecure=True)
try:
client.delete_database(db)
except Exception as E:
print(E)
client.create_database(db,
account,
label=db_label,
description=db_comment,
include_schema=False)
for branch in branches:
# Load the perties branch
#!/usr/bin/python3
from terminusdb_client import WOQLClient
from terminusdb_client import WOQLQuery as WQ
import csv
# Place the snippet from TerminusX here:
# TerminusX
db = "stock_index"
client = WOQLClient(endpoint)
client.connect(account=team,user=user,key=key)
exists = client.get_database(db)
if not exists:
client.create_database(db,
team,
"Stock Exchange Index Data",
"Data From Indexes",
{ '@base' : "terminusdb:///stock_index/",
'@schema' : "terminusdb:///stock_index/schema#" },
True)
schema = [
{ '@type' : 'Class',
'@id' : 'IndexRecord',
'@key' : { '@type' : 'ValueHash' },
'index' : 'xsd:string',
'date' : 'xsd:date',
'open' : 'xsd:decimal',
'high' : 'xsd:decimal',
'low' : 'xsd:decimal',
"Year", "v:year_clean").property(
"Runtime", "v:runtime_clean").property(
"Rating",
"v:rating_clean").property(
"Votes", "v:votes_clean"))
data_prep = WOQLQuery().woql_and(read_csv, prepare_genre_obj,
prepare_actor_obj, prepare_director_obj,
wangles)
return WOQLQuery().woql_and(data_prep, insert).execute(
client, "Loading data for the movie graph")
db_id = "movie_graph"
client = WOQLClient("https://localhost:6363", insecure=True)
client.connect(key="root", account="admin", user="******")
existing = client.get_metadata(db_id, client.uid())
if not existing:
client.create_database(db_id,
accountid="admin",
label="Graph of IMDB Movies Data",
description="Create a graph with IMDB movies data")
else:
client.set_db(db_id)
create_schema(client)
result = loading_data(
client,
"https://raw.githack.com/terminusdb/terminus-tutorials/master/movies-data/IMDB-Movie-Data.csv"
from pprint import pprint
from terminusdb_client import WOQLClient, DocumentTemplate, WOQLSchema
# create a client endpoint
client = WOQLClient("http://localhost:6363/")
### Comparing a document object ###
class Person(DocumentTemplate):
name: str
age: int
jane = Person(name="Jane", age=18)
janine = Person(name="Janine", age=18)
result_patch = client.diff(jane, janine)
pprint(result_patch.content)
# apply result patch to get back final document
after_patch = client.patch(jane, result_patch)
pprint(after_patch)
assert after_patch == janine._obj_to_dict()
### Comapring document objects in json (dict) formats
index = 0
for code in codes:
matches.append(generateMatchClause(code, type, index))
inserts.append(generateInsertClause(code, type, index))
index = index + 1
return WOQLQuery().when(WOQLQuery().woql_and(*matches),
WOQLQuery().woql_and(*inserts))
def load_data(client):
"""Load the Sample Data
Parameters
==========
client : a WOQLClient() connection
"""
codes = ["DUB", "LHR", "ETC", "XXX"]
q = generateMultiInsertQuery(codes, "Airport")
#print(json.dumps(q.json(), indent=4))
q.execute(client)
client = WOQLClient(server_url="https://127.0.0.1:6363")
client.connect(key="root", account="admin", user="******")
existing = client.get_metadata(dbId, client.uid())
if not existing:
client.create_database(dbId, "admin", label="Airplane Graph")
else:
client.db(dbId)
create_schema(client)
load_data(client)
.property("Director", "v:director_objid")
.property("Cast", "v:actors_objid")
.property("MovieGenre", "v:genre_objid")
.property("Year", "v:year_clean")
.property("Runtime", "v:runtime_clean")
.property("Rating", "v:rating_clean")
.property("Votes", "v:votes_clean")
)
data_prep = WOQLQuery().woql_and(read_csv, prepare_genre_obj, prepare_actor_obj, prepare_director_obj, wangles)
return WOQLQuery().woql_and(data_prep, insert).execute(client, "Loading data for the movie graph")
db_id = "movie_graph"
client = WOQLClient("https://127.0.0.1:6363")
client.connect(key="root", account="admin", user="******")
existing = client.get_metadata(db_id, client.uid())
if not existing:
client.create_database(db_id, accountid="admin", label = "Graph of IMDB Movies Data", description = "Create a graph with IMDB movies data")
else:
client.set_db(db_id)
create_schema(client)
result = loading_data(client, "https://raw.githack.com/terminusdb/terminus-tutorials/master/movies-data/IMDB-Movie-Data.csv")
# result_df = query_to_df(result)
# print(result)
# print(result_df.columns)
# print("----------------")
# print(result_df["genre_objid"])
