llama-stack-mirror/llama_stack/distribution/build_container.sh
Sébastien Han c91548fe07
build(container): misc improvements (#1291)
# What does this PR do?

See individual commit messages.

[//]: # (If resolving an issue, uncomment and update the line below)
[//]: # (Closes #[issue-number])

## Test Plan

Apply this diff:

```
diff --git a/llama_stack/templates/ollama/build.yaml b/llama_stack/templates/ollama/build.yaml
index da33b8d5..4a702f6f 100644
--- a/llama_stack/templates/ollama/build.yaml
+++ b/llama_stack/templates/ollama/build.yaml
@@ -28,5 +28,5 @@ distribution_spec:
     - remote::tavily-search
     - inline::code-interpreter
     - inline::rag-runtime
-    - remote::model-context-protocol
+  container_image: "registry.access.redhat.com/ubi9"
 image_type: conda
```

Then run:

```
CONTAINER_BINARY=podman llama stack build --template ollama --image-type container --image-name registry.access.redhat.com/ubi9
Containerfile created successfully in /var/folders/mq/rnm5w_7s2d3fxmtkx02knvhm0000gn/T/tmp.I7E5V6zbVI/Containerfile

FROM registry.access.redhat.com/ubi9
WORKDIR /app

RUN dnf -y update && dnf install -y iputils net-tools wget     vim-minimal python3.11 python3.11-pip python3.11-wheel     python3.11-setuptools && ln -s /bin/pip3.11 /bin/pip && ln -s /bin/python3.11 /bin/python && dnf clean all

ENV UV_SYSTEM_PYTHON=1
RUN pip install uv
RUN uv pip install --no-cache ollama nltk opentelemetry-sdk aiosqlite matplotlib datasets sqlite-vec scipy chromadb-client psycopg2-binary numpy scikit-learn openai redis pandas tqdm blobfile sentencepiece aiohttp requests pillow pymongo transformers autoevals opentelemetry-exporter-otlp-proto-http pypdf chardet aiosqlite fastapi fire httpx uvicorn
RUN uv pip install --no-cache llama-stack
RUN pip uninstall -y uv
ENTRYPOINT ["python", "-m", "llama_stack.distribution.server.server", "--template", "ollama"]

# Allows running as non-root user
RUN mkdir -p /.llama /.cache

RUN chmod -R g+rw /app /.llama /.cache

PWD: /Users/leseb/Documents/AI/llama-stack
Containerfile: /var/folders/mq/rnm5w_7s2d3fxmtkx02knvhm0000gn/T/tmp.I7E5V6zbVI/Containerfile
+ podman build --platform linux/arm64 -t distribution-ollama:0.1.4 -f /var/folders/mq/rnm5w_7s2d3fxmtkx02knvhm0000gn/T/tmp.I7E5V6zbVI/Containerfile . --progress=plain
STEP 1/11: FROM registry.access.redhat.com/ubi9
STEP 2/11: WORKDIR /app
--> Using cache d73dafd4caddd75bc29242a9031258fea759dc571c5bb53a64b5e6d86b3b1335
--> d73dafd4cadd
STEP 3/11: RUN dnf -y update && dnf install -y iputils net-tools wget     vim-minimal python3.11 python3.11-pip python3.11-wheel     python3.11-setuptools && ln -s /bin/pip3.11 /bin/pip && ln -s /bin/python3.11 /bin/python && dnf clean all
--> Using cache b74ad682db149771612a3ea1e4796e0760ab8a4e07c26ad672b46a86d38178c2
--> b74ad682db14
STEP 4/11: ENV UV_SYSTEM_PYTHON=1
--> Using cache 0812a05e6576506aa2fe646cbf239d0cb504cac30a50cb5cf4dc88e49039466d
--> 0812a05e6576
STEP 5/11: RUN pip install uv
--> Using cache a0ce1705f87e52f70f6eb34e66f67b68ebc7c1a073f4d2a664b189cfa89a4e88
--> a0ce1705f87e
STEP 6/11: RUN uv pip install --no-cache ollama nltk opentelemetry-sdk aiosqlite matplotlib datasets sqlite-vec scipy chromadb-client psycopg2-binary numpy scikit-learn openai redis pandas tqdm blobfile sentencepiece aiohttp requests pillow pymongo transformers autoevals opentelemetry-exporter-otlp-proto-http pypdf chardet aiosqlite fastapi fire httpx uvicorn
Using Python 3.11.9 environment at: /usr
Resolved 107 packages in 1.78s
Downloading kiwisolver (1.4MiB)
Downloading aiohttp (1.6MiB)
Downloading grpcio (5.4MiB)
Downloading nltk (1.4MiB)
Downloading transformers (9.5MiB)
Downloading pydantic-core (1.7MiB)
Downloading lxml (4.6MiB)
Downloading psycopg2-binary (2.7MiB)
Downloading scipy (33.8MiB)
Downloading scikit-learn (12.0MiB)
Downloading tokenizers (2.8MiB)
Downloading fonttools (4.6MiB)
Downloading pymongo (1.3MiB)
Downloading rapidfuzz (1.4MiB)
Downloading sentencepiece (1.2MiB)
Downloading pyarrow (38.7MiB)
Downloading matplotlib (8.1MiB)
Downloading pycryptodomex (2.1MiB)
Downloading pillow (4.2MiB)
Downloading pandas (14.9MiB)
Downloading numpy (13.6MiB)
   Building fire==0.7.0
 Downloaded sentencepiece
 Downloaded kiwisolver
 Downloaded pymongo
 Downloaded rapidfuzz
 Downloaded nltk
 Downloaded aiohttp
      Built fire==0.7.0
 Downloaded pydantic-core
 Downloaded pycryptodomex
 Downloaded psycopg2-binary
 Downloaded tokenizers
 Downloaded pillow
 Downloaded lxml
 Downloaded fonttools
 Downloaded grpcio
 Downloaded matplotlib
 Downloaded transformers
 Downloaded scikit-learn
 Downloaded numpy
 Downloaded pandas
 Downloaded scipy
 Downloaded pyarrow
Prepared 107 packages in 3.03s
Installed 107 packages in 62ms
 + aiohappyeyeballs==2.4.6
 + aiohttp==3.11.13
 + aiosignal==1.3.2
 + aiosqlite==0.21.0
 + annotated-types==0.7.0
 + anyio==4.8.0
 + attrs==25.1.0
 + autoevals==0.0.120
 + backoff==2.2.1
 + blobfile==3.0.0
 + braintrust-core==0.0.58
 + certifi==2025.1.31
 + chardet==5.2.0
 + charset-normalizer==3.4.1
 + chevron==0.14.0
 + chromadb-client==0.6.3
 + click==8.1.8
 + contourpy==1.3.1
 + cycler==0.12.1
 + datasets==3.3.2
 + deprecated==1.2.18
 + dill==0.3.8
 + distro==1.9.0
 + dnspython==2.7.0
 + fastapi==0.115.8
 + filelock==3.17.0
 + fire==0.7.0
 + fonttools==4.56.0
 + frozenlist==1.5.0
 + fsspec==2024.12.0
 + googleapis-common-protos==1.68.0
 + grpcio==1.70.0
 + h11==0.14.0
 + httpcore==1.0.7
 + httpx==0.28.1
 + huggingface-hub==0.29.1
 + idna==3.10
 + importlib-metadata==8.5.0
 + jiter==0.8.2
 + joblib==1.4.2
 + jsonschema==4.23.0
 + jsonschema-specifications==2024.10.1
 + kiwisolver==1.4.8
 + levenshtein==0.26.1
 + lxml==5.3.1
 + matplotlib==3.10.0
 + monotonic==1.6
 + multidict==6.1.0
 + multiprocess==0.70.16
 + nltk==3.9.1
 + numpy==1.26.4
 + ollama==0.4.7
 + openai==1.64.0
 + opentelemetry-api==1.30.0
 + opentelemetry-exporter-otlp-proto-common==1.30.0
 + opentelemetry-exporter-otlp-proto-grpc==1.30.0
 + opentelemetry-exporter-otlp-proto-http==1.30.0
 + opentelemetry-proto==1.30.0
 + opentelemetry-sdk==1.30.0
 + opentelemetry-semantic-conventions==0.51b0
 + orjson==3.10.15
 + overrides==7.7.0
 + packaging==24.2
 + pandas==2.2.3
 + pillow==11.1.0
 + posthog==3.16.0
 + propcache==0.3.0
 + protobuf==5.29.3
 + psycopg2-binary==2.9.10
 + pyarrow==19.0.1
 + pycryptodomex==3.21.0
 + pydantic==2.10.6
 + pydantic-core==2.27.2
 + pymongo==4.11.1
 + pyparsing==3.2.1
 + pypdf==5.3.0
 + python-dateutil==2.9.0.post0
 + pytz==2025.1
 + pyyaml==6.0.2
 + rapidfuzz==3.12.1
 + redis==5.2.1
 + referencing==0.36.2
 + regex==2024.11.6
 + requests==2.32.3
 + rpds-py==0.23.1
 + safetensors==0.5.3
 + scikit-learn==1.6.1
 + scipy==1.15.2
 + sentencepiece==0.2.0
 + six==1.17.0
 + sniffio==1.3.1
 + sqlite-vec==0.1.6
 + starlette==0.45.3
 + tenacity==9.0.0
 + termcolor==2.5.0
 + threadpoolctl==3.5.0
 + tokenizers==0.21.0
 + tqdm==4.67.1
 + transformers==4.49.0
 + typing-extensions==4.12.2
 + tzdata==2025.1
 + urllib3==2.3.0
 + uvicorn==0.34.0
 + wrapt==1.17.2
 + xxhash==3.5.0
 + yarl==1.18.3
 + zipp==3.21.0
--> 5b5b823605a1
STEP 7/11: RUN uv pip install --no-cache llama-stack
Using Python 3.11.9 environment at: /usr
Resolved 55 packages in 1.08s
Downloading setuptools (1.2MiB)
Downloading pygments (1.2MiB)
Downloading llama-models (1.5MiB)
Downloading tiktoken (1.1MiB)
 Downloaded tiktoken
 Downloaded llama-models
 Downloaded pygments
 Downloaded setuptools
Prepared 15 packages in 402ms
Installed 15 packages in 15ms
 + jinja2==3.1.5
 + llama-models==0.1.4
 + llama-stack==0.1.4
 + llama-stack-client==0.1.4
 + markdown-it-py==3.0.0
 + markupsafe==3.0.2
 + mdurl==0.1.2
 + prompt-toolkit==3.0.50
 + pyaml==25.1.0
 + pygments==2.19.1
 + python-dotenv==1.0.1
 + rich==13.9.4
 + setuptools==75.8.2
 + tiktoken==0.9.0
 + wcwidth==0.2.13
--> 38a037443807
STEP 8/11: RUN pip uninstall -y uv
Found existing installation: uv 0.6.3
Uninstalling uv-0.6.3:
  Successfully uninstalled uv-0.6.3
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
--> 54f749dc5ece
STEP 9/11: ENTRYPOINT ["python", "-m", "llama_stack.distribution.server.server", "--template", "ollama"]
--> 481c138b1982
STEP 10/11: RUN mkdir -p /.llama /.cache
--> 0fc174f014a8
STEP 11/11: RUN chmod -R g+rw /app /.llama /.cache
COMMIT distribution-ollama:0.1.4
--> d41b4ab4b136
Successfully tagged localhost/distribution-ollama:0.1.4
d41b4ab4b1363bfbaf6239e6f313bcb37873ef4b5f2fd816a4ee55acf2ac54d3
+ set +x
Success!
Build Successful!
```

UBI9 container successfully builds.

Run the container:

```
podman run d41b4ab4b1363bfbaf6239e6f313bcb37873ef4b5f2fd816a4ee55acf2ac54d3 --env INFERENCE_MODEL=meta-llama/Llama-3.2-3B-Instruct
INFO 2025-02-27 13:08:03,666 llama_stack.distribution.resolver:213: Resolved 30 providers
INFO 2025-02-27 13:08:03,666 llama_stack.distribution.resolver:215:  inner-inference => ollama
INFO 2025-02-27 13:08:03,666 llama_stack.distribution.resolver:215:  models => __routing_table__
INFO 2025-02-27 13:08:03,666 llama_stack.distribution.resolver:215:  inference => __autorouted__
INFO 2025-02-27 13:08:03,666 llama_stack.distribution.resolver:215:  inner-vector_io => sqlite-vec
INFO 2025-02-27 13:08:03,666 llama_stack.distribution.resolver:215:  inner-safety => llama-guard
INFO 2025-02-27 13:08:03,666 llama_stack.distribution.resolver:215:  shields => __routing_table__
INFO 2025-02-27 13:08:03,666 llama_stack.distribution.resolver:215:  safety => __autorouted__
INFO 2025-02-27 13:08:03,666 llama_stack.distribution.resolver:215:  vector_dbs => __routing_table__
INFO 2025-02-27 13:08:03,666 llama_stack.distribution.resolver:215:  vector_io => __autorouted__
INFO 2025-02-27 13:08:03,666 llama_stack.distribution.resolver:215:  inner-tool_runtime => brave-search
INFO 2025-02-27 13:08:03,666 llama_stack.distribution.resolver:215:  inner-tool_runtime => tavily-search
```


[//]: # (## Documentation)

---------

Signed-off-by: Sébastien Han <seb@redhat.com>
2025-02-28 10:01:52 -08:00

262 lines
6.8 KiB
Bash
Executable file

#!/usr/bin/env bash
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the terms described in the LICENSE file in
# the root directory of this source tree.
LLAMA_MODELS_DIR=${LLAMA_MODELS_DIR:-}
LLAMA_STACK_DIR=${LLAMA_STACK_DIR:-}
LLAMA_STACK_CLIENT_DIR=${LLAMA_STACK_CLIENT_DIR:-}
TEST_PYPI_VERSION=${TEST_PYPI_VERSION:-}
PYPI_VERSION=${PYPI_VERSION:-}
BUILD_PLATFORM=${BUILD_PLATFORM:-}
# This timeout (in seconds) is necessary when installing PyTorch via uv since it's likely to time out
# Reference: https://github.com/astral-sh/uv/pull/1694
UV_HTTP_TIMEOUT=${UV_HTTP_TIMEOUT:-500}
# mounting is not supported by docker buildx, so we use COPY instead
USE_COPY_NOT_MOUNT=${USE_COPY_NOT_MOUNT:-}
if [ "$#" -lt 4 ]; then
# This only works for templates
echo "Usage: $0 <template_or_config> <image_name> <container_base> <pip_dependencies> [<special_pip_deps>]" >&2
exit 1
fi
set -euo pipefail
template_or_config="$1"
shift
image_name="$1"
shift
container_base="$1"
shift
pip_dependencies="$1"
shift
special_pip_deps="${1:-}"
# Define color codes
RED='\033[0;31m'
NC='\033[0m' # No Color
CONTAINER_BINARY=${CONTAINER_BINARY:-docker}
CONTAINER_OPTS=${CONTAINER_OPTS:-}
TEMP_DIR=$(mktemp -d)
add_to_container() {
output_file="$TEMP_DIR/Containerfile"
if [ -t 0 ]; then
printf '%s\n' "$1" >>"$output_file"
else
# If stdin is not a terminal, read from it (heredoc)
cat >>"$output_file"
fi
}
# Update and install UBI9 components if UBI9 base image is used
if [[ $container_base == *"registry.access.redhat.com/ubi9"* ]]; then
add_to_container << EOF
FROM $container_base
WORKDIR /app
RUN dnf -y update && dnf install -y iputils net-tools wget \
vim-minimal python3.11 python3.11-pip python3.11-wheel \
python3.11-setuptools && ln -s /bin/pip3.11 /bin/pip && ln -s /bin/python3.11 /bin/python && dnf clean all
ENV UV_SYSTEM_PYTHON=1
RUN pip install uv
EOF
else
add_to_container << EOF
FROM $container_base
WORKDIR /app
RUN apt-get update && apt-get install -y \
iputils-ping net-tools iproute2 dnsutils telnet \
curl wget telnet \
procps psmisc lsof \
traceroute \
bubblewrap \
&& rm -rf /var/lib/apt/lists/*
ENV UV_SYSTEM_PYTHON=1
RUN pip install uv
EOF
fi
# Add pip dependencies first since llama-stack is what will change most often
# so we can reuse layers.
if [ -n "$pip_dependencies" ]; then
add_to_container << EOF
RUN uv pip install --no-cache $pip_dependencies
EOF
fi
if [ -n "$special_pip_deps" ]; then
IFS='#' read -ra parts <<<"$special_pip_deps"
for part in "${parts[@]}"; do
add_to_container <<EOF
RUN uv pip install --no-cache $part
EOF
done
fi
stack_mount="/app/llama-stack-source"
models_mount="/app/llama-models-source"
client_mount="/app/llama-stack-client-source"
install_local_package() {
local dir="$1"
local mount_point="$2"
local name="$3"
if [ ! -d "$dir" ]; then
echo "${RED}Warning: $name is set but directory does not exist: $dir${NC}" >&2
exit 1
fi
if [ "$USE_COPY_NOT_MOUNT" = "true" ]; then
add_to_container << EOF
COPY $dir $mount_point
EOF
fi
add_to_container << EOF
RUN uv pip install --no-cache -e $mount_point
EOF
}
if [ -n "$LLAMA_MODELS_DIR" ]; then
install_local_package "$LLAMA_MODELS_DIR" "$models_mount" "LLAMA_MODELS_DIR"
fi
if [ -n "$LLAMA_STACK_CLIENT_DIR" ]; then
install_local_package "$LLAMA_STACK_CLIENT_DIR" "$client_mount" "LLAMA_STACK_CLIENT_DIR"
fi
if [ -n "$LLAMA_STACK_DIR" ]; then
install_local_package "$LLAMA_STACK_DIR" "$stack_mount" "LLAMA_STACK_DIR"
else
if [ -n "$TEST_PYPI_VERSION" ]; then
# these packages are damaged in test-pypi, so install them first
add_to_container << EOF
RUN uv pip install fastapi libcst
EOF
add_to_container << EOF
RUN uv pip install --no-cache --extra-index-url https://test.pypi.org/simple/ \
--index-strategy unsafe-best-match \
llama-models==$TEST_PYPI_VERSION llama-stack-client==$TEST_PYPI_VERSION llama-stack==$TEST_PYPI_VERSION
EOF
else
if [ -n "$PYPI_VERSION" ]; then
SPEC_VERSION="llama-stack==${PYPI_VERSION} llama-models==${PYPI_VERSION} llama-stack-client==${PYPI_VERSION}"
else
SPEC_VERSION="llama-stack"
fi
add_to_container << EOF
RUN uv pip install --no-cache $SPEC_VERSION
EOF
fi
fi
# remove uv after installation
add_to_container << EOF
RUN pip uninstall -y uv
EOF
# if template_or_config ends with .yaml, it is not a template and we should not use the --template flag
if [[ "$template_or_config" != *.yaml ]]; then
add_to_container << EOF
ENTRYPOINT ["python", "-m", "llama_stack.distribution.server.server", "--template", "$template_or_config"]
EOF
else
add_to_container << EOF
ENTRYPOINT ["python", "-m", "llama_stack.distribution.server.server"]
EOF
fi
# Add other require item commands genearic to all containers
add_to_container << EOF
# Allows running as non-root user
RUN mkdir -p /.llama /.cache
RUN chmod -R g+rw /app /.llama /.cache
EOF
printf "Containerfile created successfully in %s/Containerfile\n\n" "$TEMP_DIR"
cat "$TEMP_DIR"/Containerfile
printf "\n"
# Start building the CLI arguments
CLI_ARGS=()
# Read CONTAINER_OPTS and put it in an array
read -ra CLI_ARGS <<< "$CONTAINER_OPTS"
if [ "$USE_COPY_NOT_MOUNT" != "true" ]; then
if [ -n "$LLAMA_STACK_DIR" ]; then
CLI_ARGS+=("-v" "$(readlink -f "$LLAMA_STACK_DIR"):$stack_mount")
fi
if [ -n "$LLAMA_MODELS_DIR" ]; then
CLI_ARGS+=("-v" "$(readlink -f "$LLAMA_MODELS_DIR"):$models_mount")
fi
if [ -n "$LLAMA_STACK_CLIENT_DIR" ]; then
CLI_ARGS+=("-v" "$(readlink -f "$LLAMA_STACK_CLIENT_DIR"):$client_mount")
fi
fi
if command -v selinuxenabled &>/dev/null && selinuxenabled; then
# Disable SELinux labels -- we don't want to relabel the llama-stack source dir
CLI_ARGS+=("--security-opt" "label=disable")
fi
# Set version tag based on PyPI version
if [ -n "$PYPI_VERSION" ]; then
version_tag="$PYPI_VERSION"
elif [ -n "$TEST_PYPI_VERSION" ]; then
version_tag="test-$TEST_PYPI_VERSION"
elif [[ -n "$LLAMA_STACK_DIR" || -n "$LLAMA_MODELS_DIR" ]]; then
version_tag="dev"
else
URL="https://pypi.org/pypi/llama-stack/json"
version_tag=$(curl -s $URL | jq -r '.info.version')
fi
# Add version tag to image name
image_tag="$image_name:$version_tag"
# Detect platform architecture
ARCH=$(uname -m)
if [ -n "$BUILD_PLATFORM" ]; then
CLI_ARGS+=("--platform $BUILD_PLATFORM")
elif [ "$ARCH" = "arm64" ] || [ "$ARCH" = "aarch64" ]; then
CLI_ARGS+=("--platform" "linux/arm64")
elif [ "$ARCH" = "x86_64" ]; then
CLI_ARGS+=("--platform" "linux/amd64")
else
echo "Unsupported architecture: $ARCH"
exit 1
fi
echo "PWD: $(pwd)"
echo "Containerfile: $TEMP_DIR/Containerfile"
set -x
$CONTAINER_BINARY build \
"${CLI_ARGS[@]}" \
-t "$image_tag" \
-f "$TEMP_DIR/Containerfile" \
"." \
--progress=plain
# clean up tmp/configs
set +x
echo "Success!"