From 9f5ea956fa3c68f3e73c673f66bdeca58ca74699 Mon Sep 17 00:00:00 2001 From: terminaldweller Date: Mon, 6 May 2024 17:38:52 +0000 Subject: runpod serverless ollama - WIP --- runpod/Dockerfile | 33 + runpod/docker-entrypoint.sh | 6 + runpod/main.py | 32 + runpod/poetry.lock | 2890 +++++++++++++++++++++++++++++++++++++++++++ runpod/pyproject.toml | 25 + runpod/test.sh | 6 + 6 files changed, 2992 insertions(+) create mode 100644 runpod/Dockerfile create mode 100755 runpod/docker-entrypoint.sh create mode 100755 runpod/main.py create mode 100644 runpod/poetry.lock create mode 100644 runpod/pyproject.toml create mode 100755 runpod/test.sh diff --git a/runpod/Dockerfile b/runpod/Dockerfile new file mode 100644 index 0000000..0e047a7 --- /dev/null +++ b/runpod/Dockerfile @@ -0,0 +1,33 @@ +FROM ollama/ollama:0.1.23 as python-base +ENV PYTHONUNBUFFERED=1 \ + PYTHONDONTWRITEBYTECODE=1 \ + PIP_NO_CACHE_DIR=off \ + PIP_DISABLE_PIP_VERSION_CHECK=on \ + PIP_DEFAULT_TIMEOUT=100 \ + POETRY_HOME="/poetry" \ + POETRY_VIRTUALENVS_IN_PROJECT=true \ + POETRY_NO_INTERACTION=1 \ + PYSETUP_PATH="/app" \ + VENV_PATH="/app/.venv" +ENV PATH="$POETRY_HOME/bin:$VENV_PATH/bin:$PATH" + +FROM python-base as builder-base +ENV POETRY_VERSION=1.7.1 +RUN apt update && apt install -y --no-install-recommends curl build-essential python3 python3-pip +RUN curl -sSL https://install.python-poetry.org | python3 - +WORKDIR $PYSETUP_PATH +COPY ./pyproject.toml ./ +COPY ./poetry.lock ./ +RUN poetry install --no-dev + +FROM alpine:3.18 AS certbuilder +RUN apk add openssl +WORKDIR /certs +RUN openssl req -nodes -new -x509 -subj="/C=US/ST=Denial/L=springfield/O=Dis/CN=localhost" -keyout server.key -out server.cert + +FROM python-base as production +COPY --from=certbuilder /certs/ /certs +COPY --from=builder-base $VENV_PATH $VENV_PATH +COPY ./main.py $PYSETUP_PATH/main.py +COPY ./docker-entrypoint.sh /app/docker-entrypoint.sh +ENTRYPOINT ["/app/docker-entrypoint.sh"] diff --git a/runpod/docker-entrypoint.sh b/runpod/docker-entrypoint.sh new file mode 100755 index 0000000..a11262d --- /dev/null +++ b/runpod/docker-entrypoint.sh @@ -0,0 +1,6 @@ +#!/usr/bin/env sh + +ollama serve 2>&1 | tee /var/log/ollama.log & +ollama pull mistral + +python3 /app/main.py diff --git a/runpod/main.py b/runpod/main.py new file mode 100755 index 0000000..ae12ba4 --- /dev/null +++ b/runpod/main.py @@ -0,0 +1,32 @@ +#!/usr/bin/env python +"""ollama-runpod endpoint""" + + +import runpod +import requests + + +def ollama(job): + """the endpoint handler""" + headers = {"Content-Type": "application/json"} + data = { + "model": job["model"], + "system": job["prompt_system"], + "prompt": job["prompt_user"] + job["content"], + "stream": False, + "format": "json", + "options": { + "temperature": job["temp"], + }, + } + + response = requests.post( + "http://127.0.0.1:11434/api/generate", data=data, headers=headers, timeout=10 + ) + + return response + + +def main() -> None: + """entrypoint""" 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application/json' \ + -H 'Authorization: Bearer XXX' \ + -d '{"model": "mistral", "prompt_user": "ping", "temp": 0.2}' -- cgit v1.2.3