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Description:
aiotypesense 0.1.0
aio_typesense
Async Library for Typesense with type hints
pip install aio_typesense
Usage
# examples/example.py
import asyncio
from typing import TypedDict, List
from aio_typesense import Client, Collection
class Movie(TypedDict):
id: str
name: str
year: int
MOVIES: List[Movie] = [
{"id": "id1", "name": "Wonder Woman", "year": 2017, "year_facet": "2017"},
{"id": "id2", "name": "Justice League", "year": 2017, "year_facet": "2017"},
{"id": "id3", "name": "Wonder Woman 1984", "year": 2020, "year_facet": "2020"},
{"id": "id4", "name": "Death on the Nile", "year": 2021, "year_facet": "2021"},
]
async def main():
client = Client(
node_urls=["http://localhost:8108"],
api_key="Rhsdhas2asasdasj2",
)
r = await client.collections.create(
{
"name": "movies",
"num_documents": 0,
"fields": [
{
"name": "name",
"type": "string",
},
{
"name": "year",
"type": "int32",
},
{
"name": "year_facet",
"type": "string",
"facet": True,
},
],
"default_sorting_field": "year",
}
)
collection: Collection[Movie] = client.collections["movies"]
r = await collection.documents.create_many(documents=MOVIES)
print(r)
search_r = await collection.documents.search(
{
"q": "wonder woman 2021",
"query_by": "year_facet,name",
"query_by_weights": "1,1",
}
)
print(search_r["hits"])
# [
# {
# "document": {
# "id": "id3",
# "name": "Wonder Woman 1984",
# "year": 2020,
# "year_facet": "2020",
# },
# "highlights": [
# {
# "field": "year_facet",
# "matched_tokens": ["2020"],
# "snippet": "<mark>2020</mark>",
# }
# ],
# "text_match": 1125899907169635,
# },
# {
# "document": {
# "id": "id1",
# "name": "Wonder Woman",
# "year": 2017,
# "year_facet": "2017",
# },
# "highlights": [
# {
# "field": "year_facet",
# "matched_tokens": ["2017"],
# "snippet": "<mark>2017</mark>",
# }
# ],
# "text_match": 1125899907169379,
# },
# {
# "document": {
# "id": "id4",
# "name": "Death on the Nile",
# "year": 2021,
# "year_facet": "2021",
# },
# "highlights": [
# {
# "field": "year_facet",
# "matched_tokens": ["2021"],
# "snippet": "<mark>2021</mark>",
# }
# ],
# "text_match": 562949953552128,
# },
# {
# "document": {
# "id": "id2",
# "name": "Justice League",
# "year": 2017,
# "year_facet": "2017",
# },
# "highlights": [
# {
# "field": "year_facet",
# "matched_tokens": ["2017"],
# "snippet": "<mark>2017</mark>",
# }
# ],
# "text_match": 562949953551616,
# },
# ]
if __name__ == "__main__":
asyncio.run(main())
Contributing
Prerequisites:
poetry
nox
nox-poetry
Install them on your system:
pip install poetry nox nox-poetry
Run tests:
nox
License
For personal and professional use. You cannot resell or redistribute these repositories in their original state.
Customer Reviews
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