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fix: Add ChromaDB container #477

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2 changes: 2 additions & 0 deletions modules/chroma/README.rst
Original file line number Diff line number Diff line change
@@ -0,0 +1,2 @@
.. autoclass:: testcontainers.chroma.ChromaContainer
.. title:: testcontainers.minio.ChromaContainer
79 changes: 79 additions & 0 deletions modules/chroma/testcontainers/chroma/__init__.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,79 @@
from typing import TYPE_CHECKING

from requests import ConnectionError, get

from testcontainers.core.container import DockerContainer
from testcontainers.core.utils import raise_for_deprecated_parameter
from testcontainers.core.waiting_utils import wait_container_is_ready

if TYPE_CHECKING:
from requests import Response


class ChromaContainer(DockerContainer):
"""
The example below spins up a ChromaDB container, performs a healthcheck and creates a collection.
The method :code:`get_client` can be used to create a client for the Chroma Python Client.

Example:

.. doctest::

>>> import io
>>> from testcontainers.chroma import ChromaContainer

>>> with ChromaContainer() as chroma:
... client = chroma.get_client()
... client.heartbeat()
... client.get_or_create_collection("test")
"""

def __init__(
self,
image: str = "chromadb/chroma:latest",
port: int = 8000,
**kwargs,
) -> None:
"""
Args:
image: Docker image to use for the MinIO container.
port: Port to expose on the container.
access_key: Access key for client connections.
secret_key: Secret key for client connections.
"""
raise_for_deprecated_parameter(kwargs, "port_to_expose", "port")
super().__init__(image, **kwargs)
self.port = port

self.with_exposed_ports(self.port)
# self.with_command(f"server /data --address :{self.port}")

def get_config(self) -> dict:
"""This method returns the configuration of the Chroma container,
including the endpoint.

Returns:
dict: {`endpoint`: str}
"""
host_ip = self.get_container_host_ip()
exposed_port = self.get_exposed_port(self.port)
return {
"endpoint": f"{host_ip}:{exposed_port}",
"host": host_ip,
"port": exposed_port,
}

@wait_container_is_ready(ConnectionError)
def _healthcheck(self) -> None:
"""This is an internal method used to check if the Chroma container
is healthy and ready to receive requests."""
url = f"http://{self.get_config()['endpoint']}/api/v1/heartbeat"
response: Response = get(url)
response.raise_for_status()

def start(self) -> "ChromaContainer":
"""This method starts the Chroma container and runs the healthcheck
to verify that the container is ready to use."""
super().start()
self._healthcheck()
return self
9 changes: 9 additions & 0 deletions modules/chroma/tests/test_chroma.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,9 @@
from testcontainers.chroma import ChromaContainer
import chromadb


def test_docker_run_chroma():
with ChromaContainer(image="chromadb/chroma:0.4.24") as chroma:
client = chromadb.HttpClient(host=chroma.get_config()["host"], port=chroma.get_config()["port"])
col = client.get_or_create_collection("test")
assert col.name == "test"
5 changes: 4 additions & 1 deletion pyproject.toml
Original file line number Diff line number Diff line change
Expand Up @@ -49,7 +49,8 @@ packages = [
{ include = "testcontainers", from = "modules/postgres" },
{ include = "testcontainers", from = "modules/rabbitmq" },
{ include = "testcontainers", from = "modules/redis" },
{ include = "testcontainers", from = "modules/selenium" }
{ include = "testcontainers", from = "modules/selenium" },
{ include = "testcontainers", from = "modules/chroma" },
]

[tool.poetry.urls]
Expand Down Expand Up @@ -84,6 +85,7 @@ cx_Oracle = { version = "*", optional = true }
pika = { version = "*", optional = true }
redis = { version = "*", optional = true }
selenium = { version = "*", optional = true }
chroma = { version = "*", optional = true }

[tool.poetry.extras]
arangodb = ["python-arango"]
Expand All @@ -108,6 +110,7 @@ postgres = []
rabbitmq = ["pika"]
redis = ["redis"]
selenium = ["selenium"]
chroma = ["chromadb-client"]

[tool.poetry.group.dev.dependencies]
mypy = "1.7.1"
Expand Down