From 4f6b645f5f897b5543ffb212ff5afab51e90a3dc Mon Sep 17 00:00:00 2001
From: Vikash Singh <Vikash.Singh14@ibm.com>
Date: Wed, 11 Feb 2026 13:54:18 +0530
Subject: [PATCH 01/10] Docker image for openwebui-pipelines

---
 .../Dockerfile                                |  68 ++++++
 o/openwebui-pipelines/LICENSE                 | 201 ++++++++++++++++++
 o/openwebui-pipelines/build_info.json         |  17 ++
 3 files changed, 286 insertions(+)
 create mode 100644 o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/Dockerfile
 create mode 100644 o/openwebui-pipelines/LICENSE
 create mode 100644 o/openwebui-pipelines/build_info.json

diff --git a/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/Dockerfile b/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/Dockerfile
new file mode 100644
index 0000000000..77fd24b029
--- /dev/null
+++ b/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/Dockerfile
@@ -0,0 +1,68 @@
+# --- STAGE 1: Build environment ---
+FROM registry.access.redhat.com/ubi9/python-311:latest AS builder
+
+LABEL name="openwebui-pipelines" maintainer="Vikash.Singh14@ibm.com"
+
+USER root
+WORKDIR /app
+
+RUN dnf update -y && dnf install -y --nodocs \
+    gcc gcc-c++ make pkg-config git wget unzip \
+    && dnf clean all && rm -rf /var/cache/dnf/*
+
+RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
+ENV PATH="/root/.cargo/bin:${PATH}"
+
+RUN python -m venv /opt/venv && \
+    . /opt/venv/bin/activate && \
+    pip install --upgrade pip setuptools wheel
+
+RUN git clone --depth 1 https://github.com/open-webui/pipelines.git /app && \
+    rm -rf /app/.git && \
+    find /app -name '*.pyc' -o -name '*.pyo' -o -name '__pycache__' -type f -delete
+
+COPY requirements.txt /app/requirements.txt
+
+RUN . /opt/venv/bin/activate && \
+    pip install -r requirements.txt \
+    --index-url https://pypi.org/simple \
+    --extra-index-url https://wheels.developerfirst.ibm.com/ppc64le/linux \
+    --prefer-binary --use-deprecated=legacy-resolver --no-cache-dir && \
+    rm -rf /root/.cache/pip
+
+# Optional cleanup: remove build tools from builder too
+RUN yum remove -y gcc gcc-c++ make pkg-config git \
+    && yum autoremove -y \
+    && yum clean all \
+    && rm -rf /var/cache/yum
+
+
+# --- STAGE 2: Runtime ---
+FROM registry.access.redhat.com/ubi9/python-311:latest
+
+LABEL name="open-webui-pipelines" maintainer="Vikash.Singh14@ibm.com"
+
+USER root
+WORKDIR /app
+
+# Copy only what we need from builder
+COPY --from=builder --chown=1001:0 /opt/venv /opt/venv
+COPY --from=builder --chown=1001:0 /app /app
+
+# Use venv
+ENV VIRTUAL_ENV=/opt/venv
+ENV PATH="/opt/venv/bin:$PATH"
+
+# Remove build tools that are not needed at runtime
+RUN yum remove -y gcc gcc-c++ make pkg-config git \
+    && yum autoremove -y \
+    && yum clean all \
+    && rm -rf /var/cache/yum
+
+# Fix permissions
+RUN chmod -R g+rwX /app /opt/venv && \
+    find /app -type d -exec chmod g+s {} + 2>/dev/null || true
+
+EXPOSE 9099
+USER 1001
+CMD ["sh", "-c", "/opt/venv/bin/python -m uvicorn main:app --host 0.0.0.0 --port 9099"]
\ No newline at end of file
diff --git a/o/openwebui-pipelines/LICENSE b/o/openwebui-pipelines/LICENSE
new file mode 100644
index 0000000000..9c8f3ea087
--- /dev/null
+++ b/o/openwebui-pipelines/LICENSE
@@ -0,0 +1,201 @@
+                                 Apache License
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+
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\ No newline at end of file
diff --git a/o/openwebui-pipelines/build_info.json b/o/openwebui-pipelines/build_info.json
new file mode 100644
index 0000000000..1241084340
--- /dev/null
+++ b/o/openwebui-pipelines/build_info.json
@@ -0,0 +1,17 @@
+{
+    "maintainer": "vikashsingh14",
+    "package_name": "openwebui-pipelines",
+    "github_url": "https://github.com/open-webui/pipelines",
+    "version": "0.0.1",
+    "default_branch": "main",
+    "build_script": "",
+    "package_dir": "o/openwebui-pipelines",
+    "docker_cmd": "docker build -t ${package_name}:${PACKAGE_VERSION} ${dir}",
+    "validate_build_script": false,
+    "wheel_build": false,
+    "*": {
+        "dir": "pipelines-openwebui_python311_main",
+        "base_docker_image":"registry.access.redhat.com/ubi9/python-311:latest",
+        "base_docker_variant": "redhat"
+    }
+}
\ No newline at end of file

From afc94a2c58e993987acb5df9ae9b2ef5814fb102 Mon Sep 17 00:00:00 2001
From: Vikash Singh <Vikash.Singh14@ibm.com>
Date: Wed, 18 Feb 2026 10:46:46 +0530
Subject: [PATCH 02/10] chore(docker): optimize Dockerfile and reduce image
 size

---
 .../Dockerfile                                | 164 ++++++++++++------
 .../build.sh                                  |  31 ++++
 .../patches/crashtracker_ppc64le.patch        |  18 ++
 .../patches/ddttrace_4.3.0_ppc64le.patch      |  28 +++
 .../patches/requirements.patch                |  37 ++++
 o/openwebui-pipelines/build_info.json         |   2 +
 6 files changed, 229 insertions(+), 51 deletions(-)
 create mode 100644 o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/build.sh
 create mode 100644 o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/crashtracker_ppc64le.patch
 create mode 100644 o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/ddttrace_4.3.0_ppc64le.patch
 create mode 100644 o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/requirements.patch

diff --git a/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/Dockerfile b/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/Dockerfile
index 77fd24b029..55915b3a93 100644
--- a/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/Dockerfile
+++ b/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/Dockerfile
@@ -1,68 +1,130 @@
-# --- STAGE 1: Build environment ---
-FROM registry.access.redhat.com/ubi9/python-311:latest AS builder
+# --- STAGE 1: ddtrace Native Builder ---
+FROM registry.access.redhat.com/ubi9/ubi-minimal:latest AS ddtrace-native-builder
 
-LABEL name="openwebui-pipelines" maintainer="Vikash.Singh14@ibm.com"
+LABEL name="open-webui-pipelines" maintainer="Vikash.Singh14@ibm.com"
 
 USER root
-WORKDIR /app
-
-RUN dnf update -y && dnf install -y --nodocs \
-    gcc gcc-c++ make pkg-config git wget unzip \
-    && dnf clean all && rm -rf /var/cache/dnf/*
 
-RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
-ENV PATH="/root/.cargo/bin:${PATH}"
+ENV PATH="/root/.cargo/bin:${PATH}" \
+    CC=clang \
+    PIP_NO_CACHE_DIR=1
+
+RUN microdnf update -y && \
+    microdnf install -y \
+    --enablerepo=ubi-9-baseos-rpms --enablerepo=ubi-9-appstream-rpms \
+    python3.11 python3.11-pip python3.11-devel \
+    python3-setuptools python3.11-wheel \
+    gcc gcc-c++ make git pkg-config \
+    libffi-devel openssl-devel \
+    clang clang-libs llvm llvm-devel \
+    cmake findutils && \
+    microdnf clean all && rm -rf /var/cache/* && \
+    curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && \
+    python3.11 -m pip install --no-cache-dir \
+    "cmake>=3.24.2,<3.28" cython setuptools-rust "setuptools_scm[toml]>=4" \
+    patchelf semantic_version build
 
-RUN python -m venv /opt/venv && \
-    . /opt/venv/bin/activate && \
-    pip install --upgrade pip setuptools wheel
+WORKDIR /app
+COPY patches /patches
+
+RUN python3.11 -m pip install --no-cache-dir \
+    "cmake>=3.24.2,<3.28" cython setuptools-rust "setuptools_scm[toml]>=4" \
+    patchelf semantic_version build && \
+    git clone --depth=1 --branch v25.0.0 https://github.com/DataDog/libdatadog.git /tmp/libdatadog && \
+    cd /tmp/libdatadog && \
+    git apply /patches/crashtracker_ppc64le.patch && \
+    cargo update -p libc --precise 0.2.178 && \
+    cargo rustc --lib --release --crate-type staticlib -p libdd-crashtracker && \
+    cd /tmp && \
+    git clone --depth=1 --branch v4.3.0 https://github.com/DataDog/dd-trace-py.git /tmp/ddtrace && \
+    cd /tmp/ddtrace && \
+    git apply /patches/ddttrace_4.3.0_ppc64le.patch && \
+    cp /tmp/libdatadog/target/release/liblibdd_crashtracker.a src/native/ && \
+    cd src/native && \
+    cargo build --release --features "pyo3/extension-module profiling" && \
+    cd ../.. && \
+    mkdir -p /artifacts/ddtrace && \
+    mkdir -p /usr/local/lib64/python3.11/site-packages/ddtrace/internal/native && \
+    cp /tmp/ddtrace/src/native/target/release/lib_native.so \
+       /usr/local/lib64/python3.11/site-packages/ddtrace/internal/native/_native.cpython-311-powerpc64le-linux-gnu.so && \
+    cd /tmp/ddtrace && \
+    DD_USE_SYSTEM_LIBDATADOG=1 DD_NO_CRASHTRACKER=1 \
+    python3.11 setup.py bdist_wheel --dist-dir=/artifacts/ddtrace && \
+    rm -rf /tmp/* /root/.cargo /root/.rustup
+
+# --- STAGE 2: Pipelines Python Builder ---
+FROM registry.access.redhat.com/ubi9/ubi-minimal:latest AS pipelines-python-builder
 
-RUN git clone --depth 1 https://github.com/open-webui/pipelines.git /app && \
-    rm -rf /app/.git && \
-    find /app -name '*.pyc' -o -name '*.pyo' -o -name '__pycache__' -type f -delete
+USER root
 
-COPY requirements.txt /app/requirements.txt
+ENV PIP_NO_CACHE_DIR=1 \
+    PIP_DISABLE_PIP_VERSION_CHECK=1 \
+    PIP_NO_BUILD_ISOLATION=1
 
-RUN . /opt/venv/bin/activate && \
-    pip install -r requirements.txt \
+WORKDIR /app
+COPY patches/requirements.patch /patches/requirements.patch
+
+RUN microdnf update -y && \
+    microdnf install -y \
+    python3.11 python3.11-pip python3.11-devel python3.11-wheel \
+    gcc gcc-c++ make git pkg-config \
+    libffi-devel openssl-devel \
+    cmake findutils patch && \
+    microdnf clean all && rm -rf /var/cache/* && \
+    python3.11 -m venv /opt/venv && \
+    /opt/venv/bin/pip install --no-cache-dir --upgrade pip
+
+COPY --from=ddtrace-native-builder /artifacts/ddtrace/*.whl /tmp/
+COPY --from=ddtrace-native-builder \
+    /usr/local/lib64/python3.11/site-packages/ddtrace/internal/native/_native.cpython-311-powerpc64le-linux-gnu.so \
+    /opt/venv/lib/python3.11/site-packages/ddtrace/internal/native/
+
+RUN mkdir -p /opt/venv/lib/python3.11/site-packages/ddtrace/internal/native && \
+    /opt/venv/bin/pip install /tmp/ddtrace-*.whl && \
+    rm -rf /tmp/* && \
+    git clone --depth=1 https://github.com/open-webui/pipelines.git . && \
+    patch -p1 < /patches/requirements.patch && \
+    /opt/venv/bin/pip install \
+    --no-cache-dir --prefer-binary --only-binary=all \
     --index-url https://pypi.org/simple \
     --extra-index-url https://wheels.developerfirst.ibm.com/ppc64le/linux \
-    --prefer-binary --use-deprecated=legacy-resolver --no-cache-dir && \
-    rm -rf /root/.cache/pip
+    "grpcio==1.71.0" \
+    "opencv-python==4.10.0.84" \
+    -r requirements.txt && \
+    rm -rf ~/.cache .git
 
-# Optional cleanup: remove build tools from builder too
-RUN yum remove -y gcc gcc-c++ make pkg-config git \
-    && yum autoremove -y \
-    && yum clean all \
-    && rm -rf /var/cache/yum
+ENV PATH="/opt/venv/bin:${PATH}"
 
+RUN find /opt/venv -name '__pycache__' -type d -prune -exec rm -rf {} + && \
+    find /opt/venv -type f -name '*.a' -delete && \
+    find /opt/venv -type d -name 'doc' -o -name 'docs' -o -name 'tests' -o -name '*.egg-info' | xargs rm -rf 2>/dev/null || true
 
-# --- STAGE 2: Runtime ---
-FROM registry.access.redhat.com/ubi9/python-311:latest
-
-LABEL name="open-webui-pipelines" maintainer="Vikash.Singh14@ibm.com"
+# --- STAGE 3: Runtime ---
+FROM registry.access.redhat.com/ubi9/ubi-minimal:latest AS pipelines-runtime
 
 USER root
 WORKDIR /app
 
-# Copy only what we need from builder
-COPY --from=builder --chown=1001:0 /opt/venv /opt/venv
-COPY --from=builder --chown=1001:0 /app /app
-
-# Use venv
-ENV VIRTUAL_ENV=/opt/venv
-ENV PATH="/opt/venv/bin:$PATH"
-
-# Remove build tools that are not needed at runtime
-RUN yum remove -y gcc gcc-c++ make pkg-config git \
-    && yum autoremove -y \
-    && yum clean all \
-    && rm -rf /var/cache/yum
-
-# Fix permissions
-RUN chmod -R g+rwX /app /opt/venv && \
-    find /app -type d -exec chmod g+s {} + 2>/dev/null || true
-
-EXPOSE 9099
-USER 1001
-CMD ["sh", "-c", "/opt/venv/bin/python -m uvicorn main:app --host 0.0.0.0 --port 9099"]
\ No newline at end of file
+ENV ENV=prod \
+    PORT=9099 \
+    HOST=0.0.0.0 \
+    DD_AGENT_HOST=host.dockerinternal \
+    DD_TRACE_AGENT_PORT=8126 \
+    DD_PROFILING_ENABLED=true \
+    PYTHONPATH=/app \
+    PATH="/opt/venv/bin:${PATH}"
+
+RUN microdnf update -y && \
+    microdnf install -y python3.11 bash findutils && \
+    microdnf clean all && rm -rf /var/cache/*
+
+COPY --from=pipelines-python-builder /app /app
+COPY --from=pipelines-python-builder /opt/venv /opt/venv
+
+RUN mkdir -p /.cache /.local && \
+    chgrp -R 0 /app /.cache /.local /opt/venv 2>/dev/null || true && \
+    chmod -R g+rwX /app /.cache /.local /opt/venv 2>/dev/null || true && \
+    find /app /opt/venv -type d -exec chmod g+s {} + 2>/dev/null || true
+
+EXPOSE ${PORT}
+ENTRYPOINT ["bash", "start.sh"]
\ No newline at end of file
diff --git a/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/build.sh b/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/build.sh
new file mode 100644
index 0000000000..dc54cc9fe5
--- /dev/null
+++ b/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/build.sh
@@ -0,0 +1,31 @@
+[root@ai-infusion-vikash-singh dockerfile-pipelines]# cat build.sh
+#!/usr/bin/env bash
+set -euo pipefail
+
+IMAGE_NAME="${IMAGE_NAME:-openwebui-pipelines}"
+TAG="${TAG:-latest}"
+PLATFORM="${PLATFORM:-linux/ppc64le}"
+NO_CACHE="${NO_CACHE:-false}"
+
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+YELLOW='\033[1;33m'
+BLUE='\033[0;34m'
+NC='\033[0m'
+
+echo -e "${BLUE} Building ${IMAGE_NAME}:${TAG} (${PLATFORM})${NC}"
+
+podman build \
+  ${NO_CACHE:+--no-cache} \
+  --platform "${PLATFORM}" \
+  --build-arg MINIMUM_BUILD=false \
+  --build-arg USE_CUDA=false \
+  --build-arg USE_CUDA_VER=cpu \
+  --build-arg LIBDATADOG_VERSION=v25.0.0 \
+  --build-arg DDTRACE_VERSION=v4.3.0 \
+  -t "${IMAGE_NAME}:${TAG}" \
+  -t "${IMAGE_NAME}:latest" \
+  .
+
+SIZE=$(podman image inspect "${IMAGE_NAME}:${TAG}" --format='{{.Size}}' 2>/dev/null | awk '{printf "%.2fGB", $1/1024/1024/1024}')
+echo -e "${GREEN} Complete: ${IMAGE_NAME}:${TAG} (${SIZE})${NC}"
\ No newline at end of file
diff --git a/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/crashtracker_ppc64le.patch b/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/crashtracker_ppc64le.patch
new file mode 100644
index 0000000000..c879ba03c9
--- /dev/null
+++ b/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/crashtracker_ppc64le.patch
@@ -0,0 +1,18 @@
+diff --git a/libdd-crashtracker/src/collector/emitters.rs b/libdd-crashtracker/src/collector/emitters.rs
+index f609c9f9..cbbdd56a 100644
+--- a/libdd-crashtracker/src/collector/emitters.rs
++++ b/libdd-crashtracker/src/collector/emitters.rs
+@@ -384,6 +384,13 @@ fn extract_ip(ucontext: *const ucontext_t) -> usize {
+         return (*ucontext).uc_mcontext.gregs[libc::REG_RIP as usize] as usize;
+         #[cfg(all(target_os = "linux", target_arch = "aarch64"))]
+         return (*ucontext).uc_mcontext.pc as usize;
++
++        #[cfg(all(target_os = "linux", any(target_arch = "powerpc64", target_arch = "powerpc64le")))]
++        return unsafe {
++            let regs = (*ucontext).uc_mcontext.regs as *const u64;
++            *regs.add(32)
++        } as usize;
++
+     }
+ }
+
diff --git a/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/ddttrace_4.3.0_ppc64le.patch b/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/ddttrace_4.3.0_ppc64le.patch
new file mode 100644
index 0000000000..c8fe8326b0
--- /dev/null
+++ b/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/ddttrace_4.3.0_ppc64le.patch
@@ -0,0 +1,28 @@
+diff --git a/setup.py b/setup.py
+index bf40f1f988..e5acabeaaf 100644
+--- a/setup.py
++++ b/setup.py
+@@ -268,9 +268,11 @@ def is_64_bit_python():
+ 
+ rust_features = []
+ if CURRENT_OS in ("Linux", "Darwin") and is_64_bit_python():
+-    rust_features.append("crashtracker")
++    rust_features.append("pyo3/extension-module")
+     rust_features.append("profiling")
+ 
++    if platform.machine() not in ("ppc64le", "ppc64"):
++        rust_features.append("crashtracker")
+ 
+ class PatchedDistribution(Distribution):
+     def __init__(self, attrs=None):
+@@ -616,8 +618,8 @@ class CustomBuildExt(build_ext):
+     def run(self):
+         self.build_rust()
+ 
+-        # Build libdd_wrapper before building other extensions that depend on it
+-        if CURRENT_OS in ("Linux", "Darwin") and is_64_bit_python():
++        # Build libdd_wrapper only when profiling is enabled
++        if CURRENT_OS in ("Linux", "Darwin") and is_64_bit_python() and "profiling" in rust_features:
+             self.build_libdd_wrapper()
+ 
+         super().run()
diff --git a/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/requirements.patch b/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/requirements.patch
new file mode 100644
index 0000000000..65c8beec42
--- /dev/null
+++ b/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/requirements.patch
@@ -0,0 +1,37 @@
+diff --git a/requirements.txt b/requirements.txt
+index b3cc96e..202ad0d 100644
+--- a/requirements.txt
++++ b/requirements.txt
+@@ -1,6 +1,5 @@
+ fastapi==0.111.0
+ uvicorn[standard]==0.22.0
+-pydantic==2.7.1
+ python-multipart==0.0.9
+ python-socketio
+ grpcio
+@@ -17,7 +16,6 @@ httpx
+ openai
+ anthropic
+ google-generativeai
+-vertexai
+ 
+ # Database
+ pymongo
+@@ -31,7 +29,6 @@ psycopg2-binary
+ 
+ # Observability
+ langfuse
+-ddtrace
+ opik
+ 
+ # ML libraries
+@@ -58,10 +55,7 @@ matplotlib
+ seaborn
+ 
+ # Web scraping
+-selenium
+-playwright
+-beautifulsoup4
+ 
+ # Llama Index for RAG
+ llama-index
diff --git a/o/openwebui-pipelines/build_info.json b/o/openwebui-pipelines/build_info.json
index 1241084340..82c92256eb 100644
--- a/o/openwebui-pipelines/build_info.json
+++ b/o/openwebui-pipelines/build_info.json
@@ -9,6 +9,8 @@
     "docker_cmd": "docker build -t ${package_name}:${PACKAGE_VERSION} ${dir}",
     "validate_build_script": false,
     "wheel_build": false,
+    "docker_build": true,
+    "use_non_root_user": false,
     "*": {
         "dir": "pipelines-openwebui_python311_main",
         "base_docker_image":"registry.access.redhat.com/ubi9/python-311:latest",

From 3b07dabad7399fdd85e4f97af7ec1c5d2240bdec Mon Sep 17 00:00:00 2001
From: Vikash Singh <Vikash.Singh14@ibm.com>
Date: Wed, 18 Feb 2026 16:58:37 +0530
Subject: [PATCH 03/10] refactor: standardize Docker structure
 (ubi9-pipelines-v1.0.0)

---
 .../build.sh                                  | 31 -------------------
 .../Dockerfile                                |  0
 .../patches/ddtrace_4.3.0.patch}              |  0
 .../libdatadog-crashtracker_25.0.0.patch}     |  0
 .../patches/pipelines_requirements.patch}     |  0
 5 files changed, 31 deletions(-)
 delete mode 100644 o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/build.sh
 rename o/openwebui-pipelines/{Dockerfiles/pipelines-openwebui_python311_main => ubi9-pipelines-v1.0.0}/Dockerfile (100%)
 rename o/openwebui-pipelines/{Dockerfiles/pipelines-openwebui_python311_main/patches/ddttrace_4.3.0_ppc64le.patch => ubi9-pipelines-v1.0.0/patches/ddtrace_4.3.0.patch} (100%)
 rename o/openwebui-pipelines/{Dockerfiles/pipelines-openwebui_python311_main/patches/crashtracker_ppc64le.patch => ubi9-pipelines-v1.0.0/patches/libdatadog-crashtracker_25.0.0.patch} (100%)
 rename o/openwebui-pipelines/{Dockerfiles/pipelines-openwebui_python311_main/patches/requirements.patch => ubi9-pipelines-v1.0.0/patches/pipelines_requirements.patch} (100%)

diff --git a/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/build.sh b/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/build.sh
deleted file mode 100644
index dc54cc9fe5..0000000000
--- a/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/build.sh
+++ /dev/null
@@ -1,31 +0,0 @@
-[root@ai-infusion-vikash-singh dockerfile-pipelines]# cat build.sh
-#!/usr/bin/env bash
-set -euo pipefail
-
-IMAGE_NAME="${IMAGE_NAME:-openwebui-pipelines}"
-TAG="${TAG:-latest}"
-PLATFORM="${PLATFORM:-linux/ppc64le}"
-NO_CACHE="${NO_CACHE:-false}"
-
-RED='\033[0;31m'
-GREEN='\033[0;32m'
-YELLOW='\033[1;33m'
-BLUE='\033[0;34m'
-NC='\033[0m'
-
-echo -e "${BLUE} Building ${IMAGE_NAME}:${TAG} (${PLATFORM})${NC}"
-
-podman build \
-  ${NO_CACHE:+--no-cache} \
-  --platform "${PLATFORM}" \
-  --build-arg MINIMUM_BUILD=false \
-  --build-arg USE_CUDA=false \
-  --build-arg USE_CUDA_VER=cpu \
-  --build-arg LIBDATADOG_VERSION=v25.0.0 \
-  --build-arg DDTRACE_VERSION=v4.3.0 \
-  -t "${IMAGE_NAME}:${TAG}" \
-  -t "${IMAGE_NAME}:latest" \
-  .
-
-SIZE=$(podman image inspect "${IMAGE_NAME}:${TAG}" --format='{{.Size}}' 2>/dev/null | awk '{printf "%.2fGB", $1/1024/1024/1024}')
-echo -e "${GREEN} Complete: ${IMAGE_NAME}:${TAG} (${SIZE})${NC}"
\ No newline at end of file
diff --git a/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/Dockerfile b/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile
similarity index 100%
rename from o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/Dockerfile
rename to o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile
diff --git a/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/ddttrace_4.3.0_ppc64le.patch b/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/ddtrace_4.3.0.patch
similarity index 100%
rename from o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/ddttrace_4.3.0_ppc64le.patch
rename to o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/ddtrace_4.3.0.patch
diff --git a/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/crashtracker_ppc64le.patch b/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/libdatadog-crashtracker_25.0.0.patch
similarity index 100%
rename from o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/crashtracker_ppc64le.patch
rename to o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/libdatadog-crashtracker_25.0.0.patch
diff --git a/o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/requirements.patch b/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/pipelines_requirements.patch
similarity index 100%
rename from o/openwebui-pipelines/Dockerfiles/pipelines-openwebui_python311_main/patches/requirements.patch
rename to o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/pipelines_requirements.patch

From 3b29f484ff315a06d646a2fec070fc537f947f8a Mon Sep 17 00:00:00 2001
From: Vikash Singh <Vikash.Singh14@ibm.com>
Date: Wed, 18 Feb 2026 18:42:37 +0530
Subject: [PATCH 04/10] feat(docker): use wget for patches downloads

---
 .../ubi9-pipelines-v1.0.0/Dockerfile          | 24 ++++++++++++-------
 1 file changed, 15 insertions(+), 9 deletions(-)

diff --git a/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile b/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile
index 55915b3a93..3d5f006876 100644
--- a/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile
+++ b/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile
@@ -17,28 +17,32 @@ RUN microdnf update -y && \
     gcc gcc-c++ make git pkg-config \
     libffi-devel openssl-devel \
     clang clang-libs llvm llvm-devel \
-    cmake findutils && \
+    cmake findutils wget && \
     microdnf clean all && rm -rf /var/cache/* && \
     curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && \
     python3.11 -m pip install --no-cache-dir \
     "cmake>=3.24.2,<3.28" cython setuptools-rust "setuptools_scm[toml]>=4" \
-    patchelf semantic_version build
+    patchelf semantic_version build && \
+    mkdir -p /patches && \
+    wget -q -O /patches/libdatadog-crashtracker_25.0.0.patch \
+      https://raw.githubusercontent.com/vikashsingh14/build-scripts/openwebui-pipelines-dockerfile/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/libdatadog-crashtracker_25.0.0.patch && \
+    wget -q -O /patches/ddtrace_4.3.0.patch \
+      https://raw.githubusercontent.com/vikashsingh14/build-scripts/openwebui-pipelines-dockerfile/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/ddtrace_4.3.0.patch
 
 WORKDIR /app
-COPY patches /patches
 
 RUN python3.11 -m pip install --no-cache-dir \
     "cmake>=3.24.2,<3.28" cython setuptools-rust "setuptools_scm[toml]>=4" \
     patchelf semantic_version build && \
     git clone --depth=1 --branch v25.0.0 https://github.com/DataDog/libdatadog.git /tmp/libdatadog && \
     cd /tmp/libdatadog && \
-    git apply /patches/crashtracker_ppc64le.patch && \
+    git apply /patches/libdatadog-crashtracker_25.0.0.patch && \
     cargo update -p libc --precise 0.2.178 && \
     cargo rustc --lib --release --crate-type staticlib -p libdd-crashtracker && \
     cd /tmp && \
     git clone --depth=1 --branch v4.3.0 https://github.com/DataDog/dd-trace-py.git /tmp/ddtrace && \
     cd /tmp/ddtrace && \
-    git apply /patches/ddttrace_4.3.0_ppc64le.patch && \
+    git apply /patches/ddtrace_4.3.0.patch && \
     cp /tmp/libdatadog/target/release/liblibdd_crashtracker.a src/native/ && \
     cd src/native && \
     cargo build --release --features "pyo3/extension-module profiling" && \
@@ -62,17 +66,19 @@ ENV PIP_NO_CACHE_DIR=1 \
     PIP_NO_BUILD_ISOLATION=1
 
 WORKDIR /app
-COPY patches/requirements.patch /patches/requirements.patch
 
 RUN microdnf update -y && \
     microdnf install -y \
     python3.11 python3.11-pip python3.11-devel python3.11-wheel \
     gcc gcc-c++ make git pkg-config \
     libffi-devel openssl-devel \
-    cmake findutils patch && \
+    cmake findutils wget && \
     microdnf clean all && rm -rf /var/cache/* && \
     python3.11 -m venv /opt/venv && \
-    /opt/venv/bin/pip install --no-cache-dir --upgrade pip
+    /opt/venv/bin/pip install --no-cache-dir --upgrade pip && \
+    mkdir -p /patches && \
+    wget -q -O /patches/pipelines_requirements.patch \
+      https://raw.githubusercontent.com/vikashsingh14/build-scripts/openwebui-pipelines-dockerfile/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/pipelines_requirements.patch
 
 COPY --from=ddtrace-native-builder /artifacts/ddtrace/*.whl /tmp/
 COPY --from=ddtrace-native-builder \
@@ -83,7 +89,7 @@ RUN mkdir -p /opt/venv/lib/python3.11/site-packages/ddtrace/internal/native && \
     /opt/venv/bin/pip install /tmp/ddtrace-*.whl && \
     rm -rf /tmp/* && \
     git clone --depth=1 https://github.com/open-webui/pipelines.git . && \
-    patch -p1 < /patches/requirements.patch && \
+    git apply /patches/pipelines_requirements.patch && \
     /opt/venv/bin/pip install \
     --no-cache-dir --prefer-binary --only-binary=all \
     --index-url https://pypi.org/simple \

From 96065e436f5c6844fe49f140cefb8d7928b0077e Mon Sep 17 00:00:00 2001
From: Vikash Singh <Vikash.Singh14@ibm.com>
Date: Thu, 19 Feb 2026 09:22:36 +0530
Subject: [PATCH 05/10] fix(docker): correct requirements.patch file added

---
 .../ubi9-pipelines-v1.0.0/Dockerfile              |  6 +++---
 ...ines_requirements.patch => requirements.patch} | 15 ++++++++-------
 2 files changed, 11 insertions(+), 10 deletions(-)
 rename o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/{pipelines_requirements.patch => requirements.patch} (58%)

diff --git a/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile b/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile
index 3d5f006876..3e549878ca 100644
--- a/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile
+++ b/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile
@@ -77,8 +77,8 @@ RUN microdnf update -y && \
     python3.11 -m venv /opt/venv && \
     /opt/venv/bin/pip install --no-cache-dir --upgrade pip && \
     mkdir -p /patches && \
-    wget -q -O /patches/pipelines_requirements.patch \
-      https://raw.githubusercontent.com/vikashsingh14/build-scripts/openwebui-pipelines-dockerfile/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/pipelines_requirements.patch
+    wget -q -O /patches/requirements.patch \
+      https://raw.githubusercontent.com/vikashsingh14/build-scripts/openwebui-pipelines-dockerfile/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/requirements.patch
 
 COPY --from=ddtrace-native-builder /artifacts/ddtrace/*.whl /tmp/
 COPY --from=ddtrace-native-builder \
@@ -89,7 +89,7 @@ RUN mkdir -p /opt/venv/lib/python3.11/site-packages/ddtrace/internal/native && \
     /opt/venv/bin/pip install /tmp/ddtrace-*.whl && \
     rm -rf /tmp/* && \
     git clone --depth=1 https://github.com/open-webui/pipelines.git . && \
-    git apply /patches/pipelines_requirements.patch && \
+    git apply /patches/requirements.patch && \
     /opt/venv/bin/pip install \
     --no-cache-dir --prefer-binary --only-binary=all \
     --index-url https://pypi.org/simple \
diff --git a/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/pipelines_requirements.patch b/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/requirements.patch
similarity index 58%
rename from o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/pipelines_requirements.patch
rename to o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/requirements.patch
index 65c8beec42..7d2e64e202 100644
--- a/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/pipelines_requirements.patch
+++ b/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/requirements.patch
@@ -1,7 +1,5 @@
-diff --git a/requirements.txt b/requirements.txt
-index b3cc96e..202ad0d 100644
---- a/requirements.txt
-+++ b/requirements.txt
+--- ../patches/requirements.orig	2026-02-17 07:16:01.471242478 -0500
++++ requirements.txt	2026-02-17 07:16:01.481242477 -0500
 @@ -1,6 +1,5 @@
  fastapi==0.111.0
  uvicorn[standard]==0.22.0
@@ -9,7 +7,7 @@ index b3cc96e..202ad0d 100644
  python-multipart==0.0.9
  python-socketio
  grpcio
-@@ -17,7 +16,6 @@ httpx
+@@ -17,7 +16,6 @@
  openai
  anthropic
  google-generativeai
@@ -17,7 +15,7 @@ index b3cc96e..202ad0d 100644
  
  # Database
  pymongo
-@@ -31,7 +29,6 @@ psycopg2-binary
+@@ -31,7 +29,6 @@
  
  # Observability
  langfuse
@@ -25,7 +23,7 @@ index b3cc96e..202ad0d 100644
  opik
  
  # ML libraries
-@@ -58,10 +55,7 @@ matplotlib
+@@ -58,10 +55,7 @@
  seaborn
  
  # Web scraping
@@ -35,3 +33,6 @@ index b3cc96e..202ad0d 100644
  
  # Llama Index for RAG
  llama-index
+-llama-index-llms-ollama
+\ No newline at end of file
++llama-index-llms-ollama

From 59272eb39035238103e4f00dbe988ad8d54cf8e2 Mon Sep 17 00:00:00 2001
From: Vikash Singh <Vikash.Singh14@ibm.com>
Date: Thu, 19 Feb 2026 10:01:07 +0530
Subject: [PATCH 06/10] fix(docker): updated base image

---
 o/openwebui-pipelines/build_info.json | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/o/openwebui-pipelines/build_info.json b/o/openwebui-pipelines/build_info.json
index 82c92256eb..0a43731b56 100644
--- a/o/openwebui-pipelines/build_info.json
+++ b/o/openwebui-pipelines/build_info.json
@@ -12,8 +12,8 @@
     "docker_build": true,
     "use_non_root_user": false,
     "*": {
-        "dir": "pipelines-openwebui_python311_main",
-        "base_docker_image":"registry.access.redhat.com/ubi9/python-311:latest",
+        "dir": "ubi9-pipelines-v1.0.0",
+        "base_docker_image":"registry.access.redhat.com/ubi9/ubi-minimal:latest",
         "base_docker_variant": "redhat"
     }
 }
\ No newline at end of file

From 18c0a03333ad124f73c5a63f2b85d6fa013de107 Mon Sep 17 00:00:00 2001
From: Vikash Singh <Vikash.Singh14@ibm.com>
Date: Fri, 20 Feb 2026 15:24:39 +0530
Subject: [PATCH 07/10] fix(dockerfile): use ppc64le/build-scripts/master patch
 URLs

---
 .../ubi9-pipelines-v1.0.0/Dockerfile          | 123 ++++++++++++------
 1 file changed, 82 insertions(+), 41 deletions(-)

diff --git a/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile b/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile
index 3e549878ca..46134f5072 100644
--- a/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile
+++ b/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile
@@ -9,48 +9,60 @@ ENV PATH="/root/.cargo/bin:${PATH}" \
     CC=clang \
     PIP_NO_CACHE_DIR=1
 
-RUN microdnf update -y && \
+RUN rpm -e --nodeps openssl-fips-provider openssl-fips-provider-so || true && \
+    microdnf update -y && \
     microdnf install -y \
-    --enablerepo=ubi-9-baseos-rpms --enablerepo=ubi-9-appstream-rpms \
-    python3.11 python3.11-pip python3.11-devel \
-    python3-setuptools python3.11-wheel \
-    gcc gcc-c++ make git pkg-config \
-    libffi-devel openssl-devel \
-    clang clang-libs llvm llvm-devel \
-    cmake findutils wget && \
+        --enablerepo=ubi-9-baseos-rpms \
+        --enablerepo=ubi-9-appstream-rpms \
+        python3.11 \
+        python3.11-pip \
+        python3.11-devel \
+        python3-setuptools \
+        python3.11-wheel \
+        gcc gcc-c++ make git pkg-config \
+        libffi-devel openssl-devel \
+        clang clang-libs llvm llvm-devel \
+        cmake \
+        findutils \
+        wget \
+        ca-certificates && \
     microdnf clean all && rm -rf /var/cache/* && \
     curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && \
     python3.11 -m pip install --no-cache-dir \
-    "cmake>=3.24.2,<3.28" cython setuptools-rust "setuptools_scm[toml]>=4" \
-    patchelf semantic_version build && \
+        cmake \
+        cython \
+        setuptools-rust \
+        "setuptools_scm[toml]>=4" \
+        patchelf \
+        semantic_version \
+        build && \
     mkdir -p /patches && \
     wget -q -O /patches/libdatadog-crashtracker_25.0.0.patch \
-      https://raw.githubusercontent.com/vikashsingh14/build-scripts/openwebui-pipelines-dockerfile/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/libdatadog-crashtracker_25.0.0.patch && \
+        https://raw.githubusercontent.com/ppc64le/build-scripts/master/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/libdatadog-crashtracker_25.0.0.patch && \
     wget -q -O /patches/ddtrace_4.3.0.patch \
-      https://raw.githubusercontent.com/vikashsingh14/build-scripts/openwebui-pipelines-dockerfile/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/ddtrace_4.3.0.patch
+        https://raw.githubusercontent.com/ppc64le/build-scripts/master/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/ddtrace_4.3.0.patch
 
 WORKDIR /app
 
-RUN python3.11 -m pip install --no-cache-dir \
-    "cmake>=3.24.2,<3.28" cython setuptools-rust "setuptools_scm[toml]>=4" \
-    patchelf semantic_version build && \
-    git clone --depth=1 --branch v25.0.0 https://github.com/DataDog/libdatadog.git /tmp/libdatadog && \
+# --- Build libdatadog and ddtrace ---
+RUN git clone --depth=1 --branch v25.0.0 https://github.com/DataDog/libdatadog.git /tmp/libdatadog && \
     cd /tmp/libdatadog && \
     git apply /patches/libdatadog-crashtracker_25.0.0.patch && \
     cargo update -p libc --precise 0.2.178 && \
     cargo rustc --lib --release --crate-type staticlib -p libdd-crashtracker && \
-    cd /tmp && \
+    \
     git clone --depth=1 --branch v4.3.0 https://github.com/DataDog/dd-trace-py.git /tmp/ddtrace && \
     cd /tmp/ddtrace && \
     git apply /patches/ddtrace_4.3.0.patch && \
     cp /tmp/libdatadog/target/release/liblibdd_crashtracker.a src/native/ && \
     cd src/native && \
     cargo build --release --features "pyo3/extension-module profiling" && \
-    cd ../.. && \
+    \
     mkdir -p /artifacts/ddtrace && \
     mkdir -p /usr/local/lib64/python3.11/site-packages/ddtrace/internal/native && \
-    cp /tmp/ddtrace/src/native/target/release/lib_native.so \
+    cp target/release/lib_native.so \
        /usr/local/lib64/python3.11/site-packages/ddtrace/internal/native/_native.cpython-311-powerpc64le-linux-gnu.so && \
+    \
     cd /tmp/ddtrace && \
     DD_USE_SYSTEM_LIBDATADOG=1 DD_NO_CRASHTRACKER=1 \
     python3.11 setup.py bdist_wheel --dist-dir=/artifacts/ddtrace && \
@@ -63,47 +75,61 @@ USER root
 
 ENV PIP_NO_CACHE_DIR=1 \
     PIP_DISABLE_PIP_VERSION_CHECK=1 \
-    PIP_NO_BUILD_ISOLATION=1
+    PIP_NO_BUILD_ISOLATION=1 \
+    PATH="/opt/venv/bin:${PATH}"
 
 WORKDIR /app
 
-RUN microdnf update -y && \
+RUN rpm -e --nodeps openssl-fips-provider openssl-fips-provider-so || true && \
+    microdnf update -y --nobest && \
     microdnf install -y \
-    python3.11 python3.11-pip python3.11-devel python3.11-wheel \
-    gcc gcc-c++ make git pkg-config \
-    libffi-devel openssl-devel \
-    cmake findutils wget && \
+        --enablerepo=ubi-9-baseos-rpms \
+        --enablerepo=ubi-9-appstream-rpms \
+        python3.11 \
+        python3.11-pip \
+        python3.11-devel \
+        python3.11-wheel \
+        python3-setuptools \
+        gcc gcc-c++ make git pkg-config \
+        libffi-devel \
+        openssl-devel \
+        ca-certificates \
+        cmake \
+        findutils \
+        wget \
+        curl-minimal && \
     microdnf clean all && rm -rf /var/cache/* && \
     python3.11 -m venv /opt/venv && \
     /opt/venv/bin/pip install --no-cache-dir --upgrade pip && \
     mkdir -p /patches && \
     wget -q -O /patches/requirements.patch \
-      https://raw.githubusercontent.com/vikashsingh14/build-scripts/openwebui-pipelines-dockerfile/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/requirements.patch
+        https://raw.githubusercontent.com/ppc64le/build-scripts/master/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/requirements.patch
 
 COPY --from=ddtrace-native-builder /artifacts/ddtrace/*.whl /tmp/
 COPY --from=ddtrace-native-builder \
     /usr/local/lib64/python3.11/site-packages/ddtrace/internal/native/_native.cpython-311-powerpc64le-linux-gnu.so \
     /opt/venv/lib/python3.11/site-packages/ddtrace/internal/native/
 
-RUN mkdir -p /opt/venv/lib/python3.11/site-packages/ddtrace/internal/native && \
-    /opt/venv/bin/pip install /tmp/ddtrace-*.whl && \
+RUN /opt/venv/bin/pip install /tmp/ddtrace-*.whl && \
     rm -rf /tmp/* && \
     git clone --depth=1 https://github.com/open-webui/pipelines.git . && \
     git apply /patches/requirements.patch && \
     /opt/venv/bin/pip install \
-    --no-cache-dir --prefer-binary --only-binary=all \
-    --index-url https://pypi.org/simple \
-    --extra-index-url https://wheels.developerfirst.ibm.com/ppc64le/linux \
-    "grpcio==1.71.0" \
-    "opencv-python==4.10.0.84" \
-    -r requirements.txt && \
+        --no-cache-dir \
+        --prefer-binary \
+        --only-binary=all \
+        --index-url https://pypi.org/simple \
+        --extra-index-url https://wheels.developerfirst.ibm.com/ppc64le/linux \
+        "grpcio==1.71.0" \
+        "opencv-python==4.10.0.84" \
+        -r requirements.txt && \
     rm -rf ~/.cache .git
 
-ENV PATH="/opt/venv/bin:${PATH}"
-
+# Cleanup like Milvus
 RUN find /opt/venv -name '__pycache__' -type d -prune -exec rm -rf {} + && \
     find /opt/venv -type f -name '*.a' -delete && \
-    find /opt/venv -type d -name 'doc' -o -name 'docs' -o -name 'tests' -o -name '*.egg-info' | xargs rm -rf 2>/dev/null || true
+    find /opt/venv -type d \( -name 'doc' -o -name 'docs' -o -name 'tests' -o -name '*.egg-info' \) \
+      -exec rm -rf {} + 2>/dev/null || true
 
 # --- STAGE 3: Runtime ---
 FROM registry.access.redhat.com/ubi9/ubi-minimal:latest AS pipelines-runtime
@@ -118,10 +144,25 @@ ENV ENV=prod \
     DD_TRACE_AGENT_PORT=8126 \
     DD_PROFILING_ENABLED=true \
     PYTHONPATH=/app \
-    PATH="/opt/venv/bin:${PATH}"
+    PATH="/opt/venv/bin:${PATH}" \
+    LD_LIBRARY_PATH="/opt/venv/lib:/usr/lib"
 
-RUN microdnf update -y && \
-    microdnf install -y python3.11 bash findutils && \
+RUN rpm -e --nodeps openssl-fips-provider openssl-fips-provider-so || true && \
+    microdnf update -y && \
+    microdnf install -y \
+        bash \
+        gcc \
+        gcc-c++ \
+        make \
+        cmake \
+        pkg-config \
+        libffi \
+        openssl \
+        protobuf \
+        findutils \
+        python3.11 \
+        python3.11-pip \
+        ca-certificates && \
     microdnf clean all && rm -rf /var/cache/*
 
 COPY --from=pipelines-python-builder /app /app
@@ -133,4 +174,4 @@ RUN mkdir -p /.cache /.local && \
     find /app /opt/venv -type d -exec chmod g+s {} + 2>/dev/null || true
 
 EXPOSE ${PORT}
-ENTRYPOINT ["bash", "start.sh"]
\ No newline at end of file
+ENTRYPOINT ["bash", "start.sh"]

From 3ff70678c15281ea5c84f8c681851637f2ed780c Mon Sep 17 00:00:00 2001
From: Vikash Singh <Vikash.Singh14@ibm.com>
Date: Fri, 20 Feb 2026 16:20:19 +0530
Subject: [PATCH 08/10] fix(folder-structure): align folder layout with
 versioned build structure

---
 o/openwebui-pipelines/build_info.json             |  2 +-
 .../0.0.1_ubi9_minimal}/Dockerfile                | 15 ++++++++-------
 .../patches/ddtrace_4.3.0.patch                   |  0
 .../patches/libdatadog-crashtracker_25.0.0.patch  |  0
 .../patches/requirements.patch                    |  0
 5 files changed, 9 insertions(+), 8 deletions(-)
 rename o/openwebui-pipelines/{ubi9-pipelines-v1.0.0 => dockerfiles/0.0.1_ubi9_minimal}/Dockerfile (93%)
 rename o/openwebui-pipelines/{ubi9-pipelines-v1.0.0 => }/patches/ddtrace_4.3.0.patch (100%)
 rename o/openwebui-pipelines/{ubi9-pipelines-v1.0.0 => }/patches/libdatadog-crashtracker_25.0.0.patch (100%)
 rename o/openwebui-pipelines/{ubi9-pipelines-v1.0.0 => }/patches/requirements.patch (100%)

diff --git a/o/openwebui-pipelines/build_info.json b/o/openwebui-pipelines/build_info.json
index 0a43731b56..a2abdf9d8e 100644
--- a/o/openwebui-pipelines/build_info.json
+++ b/o/openwebui-pipelines/build_info.json
@@ -12,7 +12,7 @@
     "docker_build": true,
     "use_non_root_user": false,
     "*": {
-        "dir": "ubi9-pipelines-v1.0.0",
+        "dir": "0.0.1_ubi9_minimal",
         "base_docker_image":"registry.access.redhat.com/ubi9/ubi-minimal:latest",
         "base_docker_variant": "redhat"
     }
diff --git a/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile b/o/openwebui-pipelines/dockerfiles/0.0.1_ubi9_minimal/Dockerfile
similarity index 93%
rename from o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile
rename to o/openwebui-pipelines/dockerfiles/0.0.1_ubi9_minimal/Dockerfile
index 46134f5072..c00281ec21 100644
--- a/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/Dockerfile
+++ b/o/openwebui-pipelines/dockerfiles/0.0.1_ubi9_minimal/Dockerfile
@@ -38,9 +38,9 @@ RUN rpm -e --nodeps openssl-fips-provider openssl-fips-provider-so || true && \
         build && \
     mkdir -p /patches && \
     wget -q -O /patches/libdatadog-crashtracker_25.0.0.patch \
-        https://raw.githubusercontent.com/ppc64le/build-scripts/master/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/libdatadog-crashtracker_25.0.0.patch && \
+        https://raw.githubusercontent.com/ppc64le/build-scripts/master/o/openwebui-pipelines/patches/libdatadog-crashtracker_25.0.0.patch && \
     wget -q -O /patches/ddtrace_4.3.0.patch \
-        https://raw.githubusercontent.com/ppc64le/build-scripts/master/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/ddtrace_4.3.0.patch
+        https://raw.githubusercontent.com/ppc64le/build-scripts/master/o/openwebui-pipelines/patches/ddtrace_4.3.0.patch
 
 WORKDIR /app
 
@@ -103,7 +103,7 @@ RUN rpm -e --nodeps openssl-fips-provider openssl-fips-provider-so || true && \
     /opt/venv/bin/pip install --no-cache-dir --upgrade pip && \
     mkdir -p /patches && \
     wget -q -O /patches/requirements.patch \
-        https://raw.githubusercontent.com/ppc64le/build-scripts/master/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/requirements.patch
+        https://raw.githubusercontent.com/ppc64le/build-scripts/master/o/openwebui-pipelines/patches/requirements.patch
 
 COPY --from=ddtrace-native-builder /artifacts/ddtrace/*.whl /tmp/
 COPY --from=ddtrace-native-builder \
@@ -147,9 +147,10 @@ ENV ENV=prod \
     PATH="/opt/venv/bin:${PATH}" \
     LD_LIBRARY_PATH="/opt/venv/lib:/usr/lib"
 
-RUN rpm -e --nodeps openssl-fips-provider openssl-fips-provider-so || true && \
-    microdnf update -y && \
-    microdnf install -y \
+RUN mkdir -p /etc/yum.repos.d && \
+    rpm -e --nodeps openssl-fips-provider openssl-fips-provider-so || true && \
+    microdnf --disableplugin=subscription-manager update -y && \
+    microdnf --disableplugin=subscription-manager install -y \
         bash \
         gcc \
         gcc-c++ \
@@ -158,10 +159,10 @@ RUN rpm -e --nodeps openssl-fips-provider openssl-fips-provider-so || true && \
         pkg-config \
         libffi \
         openssl \
-        protobuf \
         findutils \
         python3.11 \
         python3.11-pip \
+        python3.11-devel \
         ca-certificates && \
     microdnf clean all && rm -rf /var/cache/*
 
diff --git a/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/ddtrace_4.3.0.patch b/o/openwebui-pipelines/patches/ddtrace_4.3.0.patch
similarity index 100%
rename from o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/ddtrace_4.3.0.patch
rename to o/openwebui-pipelines/patches/ddtrace_4.3.0.patch
diff --git a/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/libdatadog-crashtracker_25.0.0.patch b/o/openwebui-pipelines/patches/libdatadog-crashtracker_25.0.0.patch
similarity index 100%
rename from o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/libdatadog-crashtracker_25.0.0.patch
rename to o/openwebui-pipelines/patches/libdatadog-crashtracker_25.0.0.patch
diff --git a/o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/requirements.patch b/o/openwebui-pipelines/patches/requirements.patch
similarity index 100%
rename from o/openwebui-pipelines/ubi9-pipelines-v1.0.0/patches/requirements.patch
rename to o/openwebui-pipelines/patches/requirements.patch

From 2a6a1e75606cab7433cbda633accbd3b233a884c Mon Sep 17 00:00:00 2001
From: Vikash Singh <Vikash.Singh14@ibm.com>
Date: Fri, 20 Feb 2026 17:21:01 +0530
Subject: [PATCH 09/10] fix(patch-name): align patch name with
 package-name-version.patch

---
 .../dockerfiles/0.0.1_ubi9_minimal/Dockerfile                 | 4 ++--
 ...nts.patch => openwebui-pipelines-requirements-0.0.1.patch} | 0
 2 files changed, 2 insertions(+), 2 deletions(-)
 rename o/openwebui-pipelines/patches/{requirements.patch => openwebui-pipelines-requirements-0.0.1.patch} (100%)

diff --git a/o/openwebui-pipelines/dockerfiles/0.0.1_ubi9_minimal/Dockerfile b/o/openwebui-pipelines/dockerfiles/0.0.1_ubi9_minimal/Dockerfile
index c00281ec21..71cb1d02cd 100644
--- a/o/openwebui-pipelines/dockerfiles/0.0.1_ubi9_minimal/Dockerfile
+++ b/o/openwebui-pipelines/dockerfiles/0.0.1_ubi9_minimal/Dockerfile
@@ -102,8 +102,8 @@ RUN rpm -e --nodeps openssl-fips-provider openssl-fips-provider-so || true && \
     python3.11 -m venv /opt/venv && \
     /opt/venv/bin/pip install --no-cache-dir --upgrade pip && \
     mkdir -p /patches && \
-    wget -q -O /patches/requirements.patch \
-        https://raw.githubusercontent.com/ppc64le/build-scripts/master/o/openwebui-pipelines/patches/requirements.patch
+    wget -q -O /patches/openwebui-pipelines-requirements-0.0.1.patch \
+        https://raw.githubusercontent.com/ppc64le/build-scripts/master/o/openwebui-pipelines/patches/openwebui-pipelines-requirements-0.0.1.patch
 
 COPY --from=ddtrace-native-builder /artifacts/ddtrace/*.whl /tmp/
 COPY --from=ddtrace-native-builder \
diff --git a/o/openwebui-pipelines/patches/requirements.patch b/o/openwebui-pipelines/patches/openwebui-pipelines-requirements-0.0.1.patch
similarity index 100%
rename from o/openwebui-pipelines/patches/requirements.patch
rename to o/openwebui-pipelines/patches/openwebui-pipelines-requirements-0.0.1.patch

From d65764889758d4d5aa1700083542d658886f763c Mon Sep 17 00:00:00 2001
From: Vikash Singh <Vikash.Singh14@ibm.com>
Date: Mon, 23 Feb 2026 22:20:38 +0530
Subject: [PATCH 10/10] build(ddtrace): add ddtrace_4.3.0_ubi_9_minimal.sh and
 build-info.json (with patches/)

---
 d/ddtrace/LICENSE                             | 201 ++++++++++++++++++
 d/ddtrace/build_info.json                     |  22 ++
 d/ddtrace/ddtrace_4.3.0_ubi_9_minimal.sh      | 157 ++++++++++++++
 d/ddtrace/patches/ddtrace_4.3.0.patch         |  28 +++
 .../libdatadog-crashtracker_25.0.0.patch      |  18 ++
 5 files changed, 426 insertions(+)
 create mode 100644 d/ddtrace/LICENSE
 create mode 100644 d/ddtrace/build_info.json
 create mode 100644 d/ddtrace/ddtrace_4.3.0_ubi_9_minimal.sh
 create mode 100644 d/ddtrace/patches/ddtrace_4.3.0.patch
 create mode 100644 d/ddtrace/patches/libdatadog-crashtracker_25.0.0.patch

diff --git a/d/ddtrace/LICENSE b/d/ddtrace/LICENSE
new file mode 100644
index 0000000000..9c8f3ea087
--- /dev/null
+++ b/d/ddtrace/LICENSE
@@ -0,0 +1,201 @@
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
+
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
+
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
+      publicly display, publicly perform, sublicense, and distribute the
+      Work and such Derivative Works in Source or Object form.
+
+   3. Grant of Patent License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      (except as stated in this section) patent license to make, have made,
+      use, offer to sell, sell, import, and otherwise transfer the Work,
+      where such license applies only to those patent claims licensable
+      by such Contributor that are necessarily infringed by their
+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
+      as of the date such litigation is filed.
+
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
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+
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+          notices within Derivative Works that You distribute, alongside
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+
+      You may add Your own copyright statement to Your modifications and
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+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
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+      the terms of any separate license agreement you may have executed
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+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
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+
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+      Contributor provides its Contributions) on an "AS IS" BASIS,
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+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
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+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "{}"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright {yyyy} {name of copyright owner}
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
\ No newline at end of file
diff --git a/d/ddtrace/build_info.json b/d/ddtrace/build_info.json
new file mode 100644
index 0000000000..c37a945281
--- /dev/null
+++ b/d/ddtrace/build_info.json
@@ -0,0 +1,22 @@
+{
+  "maintainer": "vikashsingh14",
+  "package_name": "ddtrace",
+  "github_url": "https://github.com/DataDog/dd-trace-py",
+  "version": "4.3.0",
+  "default_branch": "main",
+
+  "build_script": "ddtrace_4.3.0_ubi_9_minimal.sh",
+  "package_dir": "d/ddtrace/",
+  "validate_build_script": true,
+  "use_non_root_user": false,
+  "docker_build": false,
+  "wheel_build": true,
+
+  "4.3.*": {
+    "build_script": "ddtrace_4.3.0_ubi_9_minimal.sh",
+    "patches": {
+      "DDTRACE_PATCH": "https://raw.githubusercontent.com/ppc64le/build-scripts/master/d/ddtrace/patches/ddtrace_4.3.0.patch",
+      "LIBDATADOG_CRASHTRACKER_PATCH": "https://raw.githubusercontent.com/ppc64le/build-scripts/master/d/ddtrace/patches/libdatadog-crashtracker_25.0.0.patch"
+    }
+  }
+}
\ No newline at end of file
diff --git a/d/ddtrace/ddtrace_4.3.0_ubi_9_minimal.sh b/d/ddtrace/ddtrace_4.3.0_ubi_9_minimal.sh
new file mode 100644
index 0000000000..5b43e27e78
--- /dev/null
+++ b/d/ddtrace/ddtrace_4.3.0_ubi_9_minimal.sh
@@ -0,0 +1,157 @@
+#!/bin/bash -e
+# ----------------------------------------------------------------------------
+#
+# Package           : ddtrace
+# Version           : 4.3.0
+# Source repo       : https://github.com/DataDog/dd-trace-py
+# Tested on         : UBI:9.3
+# Language          : Python,Rust
+# Ci-Check          : True
+# Script License    : Apache License, Version 2 or later
+# Maintainer        : Vikash Kumar Singh <Vikash.Singh14@ibm.com>
+#
+# Disclaimer: This script has been tested in root mode on given
+# ==========  platform using the mentioned version of the package.
+#             It may not work as expected with newer versions of the
+#             package and/or distribution. In such case, please
+#             contact "Maintainer" of this script.
+#
+# ----------------------------------------------------------------------------
+
+PACKAGE_NAME=ddtrace
+PACKAGE_URL=https://github.com/DataDog/dd-trace-py.git
+PACKAGE_VERSION=${1:-v4.3.0}
+
+# libdatadog version to vendor crashtracker from
+LIBDATADOG_VERSION=${LIBDATADOG_VERSION:-v25.0.0}
+
+# Patches hosted in build-scripts (Agent-style: fetch via wget then git apply)
+DDTRACE_PATCH_URL=${DDTRACE_PATCH_URL:-https://raw.githubusercontent.com/ppc64le/build-scripts/master/d/ddtrace/patches/ddtrace_4.3.0.patch}
+LIBDD_PATCH_URL=${LIBDD_PATCH_URL:-https://raw.githubusercontent.com/ppc64le/build-scripts/master/d/ddtrace/patches/libdatadog-crashtracker_25.0.0.patch}
+
+# Build toggles (keep crashtracker off at runtime for smoke test)
+export DD_USE_SYSTEM_LIBDATADOG=${DD_USE_SYSTEM_LIBDATADOG:-1}
+export DD_NO_CRASHTRACKER=${DD_NO_CRASHTRACKER:-1}
+
+# ----------------------------------------------------------------------------
+# Install required dependencies
+# ----------------------------------------------------------------------------
+yum install -y wget git python3 python3-devel openssl openssl-devel make gcc gcc-c++ diffutils cmake patch rust cargo findutils libffi-devel elfutils-libelf-devel
+
+# Ensure pip/setuptools/wheel and build deps required by ddtrace build system
+# NOTE: ddtrace build docs require cmake >=3.24.2,<3.28 for source builds.
+python3 -m pip install --upgrade pip setuptools wheel
+python3 -m pip install "cmake>=3.24.2,<3.28" cython "setuptools-rust<2" "setuptools_scm[toml]>=4" pytest twine || true
+
+# ----------------------------------------------------------------------------
+# Clone ddtrace and checkout version
+# ----------------------------------------------------------------------------
+git clone "${PACKAGE_URL}"
+cd "${PACKAGE_NAME}"
+git checkout "${PACKAGE_VERSION}"
+
+# Apply ddtrace patch (if available)
+wget -O ddtrace.patch "${DDTRACE_PATCH_URL}" || true
+if [ -s ddtrace.patch ]; then
+  git apply --ignore-whitespace ddtrace.patch || true
+fi
+
+# ----------------------------------------------------------------------------
+# Build libdatadog (crashtracker) and stage static archive into ddtrace
+# ----------------------------------------------------------------------------
+TMPDIR="$(mktemp -d)"
+pushd "${TMPDIR}" >/dev/null
+  git clone --depth=1 --branch "${LIBDATADOG_VERSION}" https://github.com/DataDog/libdatadog.git
+  cd libdatadog
+
+  # Apply libdatadog crashtracker patch (if available)
+  wget -O libdd.patch "${LIBDD_PATCH_URL}" || true
+  if [ -s libdd.patch ]; then
+    git apply --ignore-whitespace libdd.patch || true
+  fi
+
+  # Pin libc crate as per working flow
+  cargo update -p libc --precise 0.2.178
+
+  # Build crashtracker staticlib
+  cargo rustc --lib --release --crate-type staticlib -p libdd-crashtracker
+
+  # Locate produced static archive (hashed or plain)
+  CRASH_A="$(find target -type f -name 'liblibdd_crashtracker*.a' | head -n1 || true)"
+  if [ -z "${CRASH_A}" ] || [ ! -f "${CRASH_A}" ]; then
+    echo "------------------$PACKAGE_NAME:build_fails-------------------------------------"
+    echo "$PACKAGE_VERSION $PACKAGE_NAME"
+    echo "$PACKAGE_NAME  | $PACKAGE_VERSION | $OS_NAME | GitHub | Fail |  Build_Fails (crashtracker .a not found)"
+    exit 1
+  fi
+popd >/dev/null
+
+# Stage the crashtracker archive into ddtrace src/native/
+mkdir -p src/native
+cp -f "${TMPDIR}/${CRASH_A}" src/native/liblibdd_crashtracker.a
+
+# ----------------------------------------------------------------------------
+# Build ddtrace native extension (Rust) and make it visible to CMake
+# ----------------------------------------------------------------------------
+pushd src/native >/dev/null
+  cargo build --release --features "pyo3/extension-module profiling"
+
+  # Discover produced .so (support hashed filenames in target tree)
+  SRC_SO="$(find target ../target -type f \( -name 'libddtrace*_native*.so' -o -name 'lib_native*.so' \) 2>/dev/null | head -n1 || true)"
+  if [ -z "${SRC_SO}" ] || [ ! -f "${SRC_SO}" ]; then
+    SRC_SO="$(find "${CARGO_TARGET_DIR:-.}" -type f \( -name 'libddtrace*_native*.so' -o -name 'lib_native*.so' \) 2>/dev/null | head -n1 || true)"
+  fi
+popd >/dev/null
+
+if [ -z "${SRC_SO}" ] || [ ! -f "${SRC_SO}" ]; then
+  echo "------------------$PACKAGE_NAME:build_fails-------------------------------------"
+  echo "$PACKAGE_VERSION $PACKAGE_NAME"
+  echo "$PACKAGE_NAME  | $PACKAGE_VERSION | $OS_NAME | GitHub | Fail |  Build_Fails (native .so not found)"
+  exit 1
+fi
+
+# Place .so where CMake's dd_wrapper expects it: build/lib.<plat>/.../_native.*.so
+PLAT="$(python3 - <<'PY'
+from pkg_resources import get_build_platform
+print(get_build_platform())
+PY
+)"
+SOABI="$(python3 - <<'PY'
+import sysconfig, sys
+print(sysconfig.get_config_var('SOABI') or f"cpython-{sys.version_info.major}{sys.version_info.minor}-{sys.platform}")
+PY
+)"
+BUILD_LIB_DIR="build/lib.${PLAT}/ddtrace/internal/native"
+mkdir -p "${BUILD_LIB_DIR}"
+cp -f "${SRC_SO}" "${BUILD_LIB_DIR}/_native.${SOABI}.so"
+
+# ----------------------------------------------------------------------------
+# Build Wheel (Agent-style: setup.py bdist_wheel, no build isolation)
+# ----------------------------------------------------------------------------
+if ! python3 setup.py bdist_wheel --dist-dir="$(pwd)"; then
+  echo "------------------$PACKAGE_NAME:build_fails-------------------------------------"
+  echo "$PACKAGE_VERSION $PACKAGE_NAME"
+  echo "$PACKAGE_NAME  | $PACKAGE_VERSION | $OS_NAME | GitHub | Fail |  Build_Fails"
+  exit 1
+fi
+
+# Optional checksum (not required but helpful)
+sha256sum ddtrace-*.whl > SHA256SUMS 2>/dev/null || true
+
+# ----------------------------------------------------------------------------
+# Install wheel and run upstream smoke test (tests/smoke_test.py) via pytest
+# ----------------------------------------------------------------------------
+python3 -m pip install --force-reinstall ./ddtrace-*.whl
+
+# Run only the upstream smoke test to validate install/runtime
+if ! python3 -m pytest -q tests/smoke_test.py; then
+  echo "------------------$PACKAGE_NAME:install_success_but_test_fails---------------------"
+  echo "$PACKAGE_VERSION $PACKAGE_NAME"
+  echo "$PACKAGE_NAME  | $PACKAGE_VERSION | $OS_NAME | GitHub | Fail |  Test_Fails"
+  exit 2
+fi
+
+echo "------------------$PACKAGE_NAME:install_and_test_success-------------------------"
+echo "$PACKAGE_VERSION $PACKAGE_NAME"
+echo "$PACKAGE_NAME  | $PACKAGE_VERSION | $OS_NAME | GitHub  | Pass |  Install_and_Test_Success"
+exit 0
\ No newline at end of file
diff --git a/d/ddtrace/patches/ddtrace_4.3.0.patch b/d/ddtrace/patches/ddtrace_4.3.0.patch
new file mode 100644
index 0000000000..c8fe8326b0
--- /dev/null
+++ b/d/ddtrace/patches/ddtrace_4.3.0.patch
@@ -0,0 +1,28 @@
+diff --git a/setup.py b/setup.py
+index bf40f1f988..e5acabeaaf 100644
+--- a/setup.py
++++ b/setup.py
+@@ -268,9 +268,11 @@ def is_64_bit_python():
+ 
+ rust_features = []
+ if CURRENT_OS in ("Linux", "Darwin") and is_64_bit_python():
+-    rust_features.append("crashtracker")
++    rust_features.append("pyo3/extension-module")
+     rust_features.append("profiling")
+ 
++    if platform.machine() not in ("ppc64le", "ppc64"):
++        rust_features.append("crashtracker")
+ 
+ class PatchedDistribution(Distribution):
+     def __init__(self, attrs=None):
+@@ -616,8 +618,8 @@ class CustomBuildExt(build_ext):
+     def run(self):
+         self.build_rust()
+ 
+-        # Build libdd_wrapper before building other extensions that depend on it
+-        if CURRENT_OS in ("Linux", "Darwin") and is_64_bit_python():
++        # Build libdd_wrapper only when profiling is enabled
++        if CURRENT_OS in ("Linux", "Darwin") and is_64_bit_python() and "profiling" in rust_features:
+             self.build_libdd_wrapper()
+ 
+         super().run()
diff --git a/d/ddtrace/patches/libdatadog-crashtracker_25.0.0.patch b/d/ddtrace/patches/libdatadog-crashtracker_25.0.0.patch
new file mode 100644
index 0000000000..c879ba03c9
--- /dev/null
+++ b/d/ddtrace/patches/libdatadog-crashtracker_25.0.0.patch
@@ -0,0 +1,18 @@
+diff --git a/libdd-crashtracker/src/collector/emitters.rs b/libdd-crashtracker/src/collector/emitters.rs
+index f609c9f9..cbbdd56a 100644
+--- a/libdd-crashtracker/src/collector/emitters.rs
++++ b/libdd-crashtracker/src/collector/emitters.rs
+@@ -384,6 +384,13 @@ fn extract_ip(ucontext: *const ucontext_t) -> usize {
+         return (*ucontext).uc_mcontext.gregs[libc::REG_RIP as usize] as usize;
+         #[cfg(all(target_os = "linux", target_arch = "aarch64"))]
+         return (*ucontext).uc_mcontext.pc as usize;
++
++        #[cfg(all(target_os = "linux", any(target_arch = "powerpc64", target_arch = "powerpc64le")))]
++        return unsafe {
++            let regs = (*ucontext).uc_mcontext.regs as *const u64;
++            *regs.add(32)
++        } as usize;
++
+     }
+ }
+