From 17c72ff619b76a42ce1676b65e292fd9507ab54a Mon Sep 17 00:00:00 2001
From: Christopher Vernooy <cvernooy@oteemo.com>
Date: Mon, 22 Feb 2021 15:03:38 +0000
Subject: [PATCH 01/25] Update hardening_manifest.yaml, Dockerfile files

---
 Dockerfile              | 44 ++++++-----------------------------------
 hardening_manifest.yaml | 12 +++++++----
 2 files changed, 14 insertions(+), 42 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 00acdb6..f5fc272 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -2,64 +2,32 @@
 ARG APP_NAME=kfserving
 ARG CONTAINER_NAME=pytorch
 ARG CONTAINER_VERSION=0.2.2
-
-ARG BASE_REGISTRY=registry1.dsop.io
-ARG BASE_IMAGE=ironbank/redhat/ubi/ubi8
-ARG BASE_TAG=8.2
-
 FROM gcr.io/kfserving/pytorchserver:0.2.2 as source
-
 FROM ${BASE_REGISTRY}/${BASE_IMAGE}:${BASE_TAG} as builder
-
 # WORKDIR /
 COPY --from=source /opt/conda/envs/ /opt/conda/envs/
-
 # COPY --from=source /opt/conda /opt/conda
 # COPY --from=source /workspace/pytorchserver pytorchserver
 # COPY --from=source /workspace/kfserving kfserving
-
 # RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps ./kfserving ./pytorchserver"]
-
-COPY ./pip_pkg_*.tar.gz pkgs/
-COPY ./pip_pkg_*.whl pkgs/
-COPY scripts/rename_pkgs.sh scripts/
-RUN chmod +x ./scripts/rename_pkgs.sh && \
-    ./scripts/rename_pkgs.sh -p pip_pkg_ -d pkgs -o pip_pkgs
-
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps ./pip_pkgs/pip-*.whl"]
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps ./pip_pkgs/setuptools-*.whl"]
-
-# Temporarily remove crypto from list of packages
-RUN tar -xzf ./pip_pkgs/cryptography-3.3.tar.gz
-RUN rm ./pip_pkgs/cryptography-*.tar.gz
-
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps ./pip_pkgs/* "]
-
-# Build crypto locally
+COPY *.tar.gz /opt/pkgs/
+COPY *.whl /opt/pkgs/
 RUN dnf install -y redhat-rpm-config gcc libffi-devel python3-devel openssl-devel
-RUN ["/bin/sh", "-c", "cd cryptography-3.3 && /opt/conda/envs/pytorch-py37/bin/python setup.py install"]
-
+#COPY scripts/rename_pkgs.sh scripts/
+#RUN chmod +x ./scripts/rename_pkgs.sh && \
+#    ./scripts/rename_pkgs.sh -p pip_pkg_ -d pkgs -o pip_pkgs
+RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/"]
 # # # ##### make final image
 FROM ${BASE_REGISTRY}/${BASE_IMAGE}:${BASE_TAG} as final
-# # # Description of the container
-
 ENV PATH /opt/conda/envs/pytorch-py37/bin:$PATH
-
 RUN dnf upgrade -y && \
     dnf clean all && \
     rm -rf /var/cache/dnf
-
-# # Copy python binary
 COPY --from=builder /opt/conda/envs/ /opt/conda/envs/
 COPY --from=source /workspace/pytorchserver/pytorchserver pytorchserver
 COPY --from=source /workspace/kfserving/kfserving kfserving
-
-# Remove special permission bits
 RUN find / -path /proc -prune -o -perm /4000 -exec chmod u-s {} \;
 RUN find / -path /proc -prune -o -perm /2000 -exec chmod g-s {} \;
-
-# Add service user
 RUN groupadd -r kfserving-pytorch && useradd -r -g kfserving-pytorch kfserving-pytorch
 USER kfserving-pytorch
-
 ENTRYPOINT ["python3", "-m", "pytorchserver"]
diff --git a/hardening_manifest.yaml b/hardening_manifest.yaml
index 2b01eb7..d75d436 100644
--- a/hardening_manifest.yaml
+++ b/hardening_manifest.yaml
@@ -71,11 +71,11 @@ resources:
     validation:
       type: "sha256"
       value: "fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
-  - url: "https://files.pythonhosted.org/packages/70/62/8c39b26e1944c68787b3cb6eac098e18236816074896bb8bcb205a629a6b/cryptography-3.3.tar.gz"
-    filename: "pip_pkg_cryptography-3.3.tar.gz"
+  - url: "https://files.pythonhosted.org/packages/d4/85/38715448253404186029c575d559879912eb8a1c5d16ad9f25d35f7c4f4c/cryptography-3.3.2.tar.gz"
+    filename: "cryptography-3.3.2.tar.gz"
     validation:
       type: "sha256"
-      value: "d9f1e520f2ee08c5a88e1ae0b31159bdb13da40a486bea3e9f7d338564850ea6"
+      value: "5a60d3780149e13b7a6ff7ad6526b38846354d11a15e21068e57073e29e19bed"
   - url: "https://files.pythonhosted.org/packages/8f/b7/f329cfdc75f3d28d12c65980e4469e2fa373f1953f5df6e370e84ea2e875/decorator-4.4.1-py2.py3-none-any.whl"
     filename: "pip_pkg_decorator-4.4.1-py2.py3-none-any.whl"
     validation:
@@ -306,7 +306,11 @@ resources:
     validation:
       type: "sha256"
       value: "c77b3920663a435c9450d9d971c48f5a7478fca8881b2cd2564e59f970f03536"
-
+  - url: "https://files.pythonhosted.org/packages/64/c2/b80047c7ac2478f9501676c988a5411ed5572f35d1beff9cae07d321512c/PyYAML-5.3.1.tar.gz"
+    filename: "PyYAML-5.3.1.tar.gz"
+    validation:
+      type: "sha256"
+      value: "b8eac752c5e14d3eca0e6dd9199cd627518cb5ec06add0de9d32baeee6fe645d"
 maintainers:
 - email: "cvernooy@oteemo.com"
   name: "Christopher Vernooy"
-- 
GitLab


From 4ef6b2961119e41771f1385dd00ad0747e9f8e29 Mon Sep 17 00:00:00 2001
From: Christopher Vernooy <cvernooy@oteemo.com>
Date: Mon, 22 Feb 2021 17:23:08 +0000
Subject: [PATCH 02/25] Update Dockerfile

---
 Dockerfile | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index f5fc272..b7cf37e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,3 @@
-# #### create dev image
 ARG APP_NAME=kfserving
 ARG CONTAINER_NAME=pytorch
 ARG CONTAINER_VERSION=0.2.2
@@ -16,7 +15,7 @@ RUN dnf install -y redhat-rpm-config gcc libffi-devel python3-devel openssl-deve
 #COPY scripts/rename_pkgs.sh scripts/
 #RUN chmod +x ./scripts/rename_pkgs.sh && \
 #    ./scripts/rename_pkgs.sh -p pip_pkg_ -d pkgs -o pip_pkgs
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/"]
+RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/*"]
 # # # ##### make final image
 FROM ${BASE_REGISTRY}/${BASE_IMAGE}:${BASE_TAG} as final
 ENV PATH /opt/conda/envs/pytorch-py37/bin:$PATH
-- 
GitLab


From be7b2e82fb120f22dadf6cbed2f6d974277a2864 Mon Sep 17 00:00:00 2001
From: Christopher Vernooy <cvernooy@oteemo.com>
Date: Mon, 22 Feb 2021 19:30:17 +0000
Subject: [PATCH 03/25] Update Dockerfile

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index b7cf37e..72e5746 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,8 +15,8 @@ RUN dnf install -y redhat-rpm-config gcc libffi-devel python3-devel openssl-deve
 #COPY scripts/rename_pkgs.sh scripts/
 #RUN chmod +x ./scripts/rename_pkgs.sh && \
 #    ./scripts/rename_pkgs.sh -p pip_pkg_ -d pkgs -o pip_pkgs
+RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pip_pkg_setuptools-50.3.0-py3-none-any.whl"]
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/*"]
-# # # ##### make final image
 FROM ${BASE_REGISTRY}/${BASE_IMAGE}:${BASE_TAG} as final
 ENV PATH /opt/conda/envs/pytorch-py37/bin:$PATH
 RUN dnf upgrade -y && \
-- 
GitLab


From 06bda914c219fbebb5f664fcba1cb1c6c3329aff Mon Sep 17 00:00:00 2001
From: Christopger Vernooy <cvernooy23@gmail.com>
Date: Thu, 25 Feb 2021 10:53:46 -0500
Subject: [PATCH 04/25] upgraded pyyaml

---
 .gitignore              |   7 ++-
 Dockerfile              |  20 +++++---
 hardening_manifest.yaml | 110 ++++++++++++++++++++--------------------
 3 files changed, 72 insertions(+), 65 deletions(-)

diff --git a/.gitignore b/.gitignore
index 36e8c0b..6b92baf 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,9 +1,12 @@
 pip_pkgs/
 download_script.log
 build.log
-
+*.whl
+*.tar.gz
+*.tar.bz2
 .vscode
-
+*.zip
+*\@*
 .pip_pkg_*
 .conda_pkg_*
 files/channel
diff --git a/Dockerfile b/Dockerfile
index 72e5746..17948d0 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,21 +1,25 @@
 ARG APP_NAME=kfserving
 ARG CONTAINER_NAME=pytorch
 ARG CONTAINER_VERSION=0.2.2
+ARG BASE_REGISTRY=registry1.dso.mil
+ARG BASE_IMAGE=ironbank/redhat/ubi/ubi8
+ARG BASE_TAG=8.3
 FROM gcr.io/kfserving/pytorchserver:0.2.2 as source
 FROM ${BASE_REGISTRY}/${BASE_IMAGE}:${BASE_TAG} as builder
-# WORKDIR /
 COPY --from=source /opt/conda/envs/ /opt/conda/envs/
-# COPY --from=source /opt/conda /opt/conda
-# COPY --from=source /workspace/pytorchserver pytorchserver
-# COPY --from=source /workspace/kfserving kfserving
+COPY --from=source /opt/conda /opt/conda
+#COPY --from=source /workspace/pytorchserver pytorchserver
+#COPY --from=source /workspace/kfserving kfserving
 # RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps ./kfserving ./pytorchserver"]
 COPY *.tar.gz /opt/pkgs/
 COPY *.whl /opt/pkgs/
+COPY *.tar.bz2 /opt/pkgs
 RUN dnf install -y redhat-rpm-config gcc libffi-devel python3-devel openssl-devel
-#COPY scripts/rename_pkgs.sh scripts/
-#RUN chmod +x ./scripts/rename_pkgs.sh && \
-#    ./scripts/rename_pkgs.sh -p pip_pkg_ -d pkgs -o pip_pkgs
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pip_pkg_setuptools-50.3.0-py3-none-any.whl"]
+RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/setuptools-50.3.0-py3-none-any.whl"]
+RUN ls -al /opt/conda/envs/pytorch-py37/bin/conda
+RUN ls -al /opt/conda/bin/conda
+RUN /opt/conda/envs/pytorch-py37/bin/conda install /opt/pkgs/pyyaml-5.4.1-py38h9544abe_0.tar.bz2
+RUN rm -f /opt/pkgs/pyyaml-5.4.1-py38h9544abe_0.tar.bz2
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/*"]
 FROM ${BASE_REGISTRY}/${BASE_IMAGE}:${BASE_TAG} as final
 ENV PATH /opt/conda/envs/pytorch-py37/bin:$PATH
diff --git a/hardening_manifest.yaml b/hardening_manifest.yaml
index d75d436..b7b9bc7 100644
--- a/hardening_manifest.yaml
+++ b/hardening_manifest.yaml
@@ -27,47 +27,47 @@ resources:
     tag: "gcr.io/kfserving/pytorchserver:0.2.2"
 
   - url: "https://files.pythonhosted.org/packages/4f/b5/3ea9ae3d1096b9ff31e8f1846c47d49f3129a12464ac0a73b602de458298/adal-1.2.2-py2.py3-none-any.whl"
-    filename: "pip_pkg_adal-1.2.2-py2.py3-none-any.whl"
+    filename: "adal-1.2.2-py2.py3-none-any.whl"
     validation:
       type: "sha256"
       value: "fd17e5661f60634ddf96a569b95d34ccb8a98de60593d729c28bdcfe360eaad1"
   - url: "https://files.pythonhosted.org/packages/00/55/a703923c12cd3172d5c007beda0c1a34342a17a6a72779f8a7c269af0cd6/azure_common-1.1.23-py2.py3-none-any.whl"
-    filename: "pip_pkg_azure_common-1.1.23-py2.py3-none-any.whl"
+    filename: "azure_common-1.1.23-py2.py3-none-any.whl"
     validation:
       type: "sha256"
       value: "99ef36e74b6395329aada288764ce80504da16ecc8206cb9a72f55fb02e8b484"
   - url: "https://files.pythonhosted.org/packages/3e/84/610f379b46d7d3c2d48eadeed6a12b6d46a43100fea70534f5992d0ac996/azure_storage_blob-2.1.0-py2.py3-none-any.whl"
-    filename: "pip_pkg_azure_storage_blob-2.1.0-py2.py3-none-any.whl"
+    filename: "azure_storage_blob-2.1.0-py2.py3-none-any.whl"
     validation:
       type: "sha256"
       value: "a8e91a51d4f62d11127c7fd8ba0077385c5b11022f0269f8a2a71b9fc36bef31"
   - url: "https://files.pythonhosted.org/packages/6b/a0/6794b318ce0118d1a4053bdf0149a60807407db9b710354f2b203c2f5975/azure_storage_common-2.1.0-py2.py3-none-any.whl"
-    filename: "pip_pkg_azure_storage_common-2.1.0-py2.py3-none-any.whl"
+    filename: "azure_storage_common-2.1.0-py2.py3-none-any.whl"
     validation:
       type: "sha256"
       value: "b01a491a18839b9d05a4fe3421458a0ddb5ab9443c14e487f40d16f9a1dc2fbe"
   - url: "https://files.pythonhosted.org/packages/84/71/c8ca4f5bb1e08401b916c68003acf0a0655df935d74d93bf3f3364b310e0/backcall-0.1.0.tar.gz"
-    filename: "pip_pkg_backcall-0.1.0.tar.gz"
+    filename: "backcall-0.1.0.tar.gz"
     validation:
       type: "sha256"
       value: "38ecd85be2c1e78f77fd91700c76e14667dc21e2713b63876c0eb901196e01e4"
   - url: "https://files.pythonhosted.org/packages/2f/a6/30b0a0bef12283e83e58c1d6e7b5aabc7acfc4110df81a4471655d33e704/cachetools-3.1.1-py2.py3-none-any.whl"
-    filename: "pip_pkg_cachetools-3.1.1-py2.py3-none-any.whl"
+    filename: "cachetools-3.1.1-py2.py3-none-any.whl"
     validation:
       type: "sha256"
       value: "428266a1c0d36dc5aca63a2d7c5942e88c2c898d72139fca0e97fdd2380517ae"
   - url: "https://files.pythonhosted.org/packages/18/b0/8146a4f8dd402f60744fa380bc73ca47303cccf8b9190fd16a827281eac2/certifi-2019.9.11-py2.py3-none-any.whl"
-    filename: "pip_pkg_certifi-2019.9.11-py2.py3-none-any.whl"
+    filename: "certifi-2019.9.11-py2.py3-none-any.whl"
     validation:
       type: "sha256"
       value: "fd7c7c74727ddcf00e9acd26bba8da604ffec95bf1c2144e67aff7a8b50e6cef"
   - url: "https://files.pythonhosted.org/packages/16/cd/1f4ddf6be8300713c676bb9f3a2d3b8eb8accc0a6a24f57d4f6c4cd59d34/cffi-1.13.2-cp37-cp37m-manylinux1_x86_64.whl"
-    filename: "pip_pkg_cffi-1.13.2-cp37-cp37m-manylinux1_x86_64.whl"
+    filename: "cffi-1.13.2-cp37-cp37m-manylinux1_x86_64.whl"
     validation:
       type: "sha256"
       value: "2e9c80a8c3344a92cb04661115898a9129c074f7ab82011ef4b612f645939f12"
   - url: "https://files.pythonhosted.org/packages/bc/a9/01ffebfb562e4274b6487b4bb1ddec7ca55ec7510b22e4c51f14098443b8/chardet-3.0.4-py2.py3-none-any.whl"
-    filename: "pip_pkg_chardet-3.0.4-py2.py3-none-any.whl"
+    filename: "chardet-3.0.4-py2.py3-none-any.whl"
     validation:
       type: "sha256"
       value: "fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
@@ -77,232 +77,232 @@ resources:
       type: "sha256"
       value: "5a60d3780149e13b7a6ff7ad6526b38846354d11a15e21068e57073e29e19bed"
   - url: "https://files.pythonhosted.org/packages/8f/b7/f329cfdc75f3d28d12c65980e4469e2fa373f1953f5df6e370e84ea2e875/decorator-4.4.1-py2.py3-none-any.whl"
-    filename: "pip_pkg_decorator-4.4.1-py2.py3-none-any.whl"
+    filename: "decorator-4.4.1-py2.py3-none-any.whl"
     validation:
       type: "sha256"
       value: "5d19b92a3c8f7f101c8dd86afd86b0f061a8ce4540ab8cd401fa2542756bce6d"
   - url: "https://files.pythonhosted.org/packages/29/3a/c528ef37f48d6ffba16f0f3c0426456ba21e0dd32be9c61a2ade93e07faa/google_api_core-1.14.3-py2.py3-none-any.whl"
-    filename: "pip_pkg_google_api_core-1.14.3-py2.py3-none-any.whl"
+    filename: "google_api_core-1.14.3-py2.py3-none-any.whl"
     validation:
       type: "sha256"
       value: "b95895a9398026bc0500cf9b4a3f82c3f72c3f9150b26ff53af40c74e91c264a"
   - url: "https://files.pythonhosted.org/packages/7b/cb/786dc53d93494784935a62947643b48250b84a882474e714f9af5e1a1928/google_auth-1.7.1-py2.py3-none-any.whl"
-    filename: "pip_pkg_google_auth-1.7.1-py2.py3-none-any.whl"
+    filename: "google_auth-1.7.1-py2.py3-none-any.whl"
     validation:
       type: "sha256"
       value: "84105be98837fb8436e9d0bcb7a279fd85fa1d97bb35a077e70ba2fb95bcc983"
   - url: "https://files.pythonhosted.org/packages/ee/f0/084f598629db8e6ec3627688723875cdb03637acb6d86999bb105a71df64/google_cloud_core-1.0.3-py2.py3-none-any.whl"
-    filename: "pip_pkg_google_cloud_core-1.0.3-py2.py3-none-any.whl"
+    filename: "google_cloud_core-1.0.3-py2.py3-none-any.whl"
     validation:
       type: "sha256"
       value: "0ee17abc74ff02176bee221d4896a00a3c202f3fb07125a7d814ccabd20d7eb5"
   - url: "https://files.pythonhosted.org/packages/87/78/7cf94b3d0961b1a3036ba351c7fdc04170baa73d20fcb41240da214c83fd/google_cloud_storage-1.23.0-py2.py3-none-any.whl"
-    filename: "pip_pkg_google_cloud_storage-1.23.0-py2.py3-none-any.whl"
+    filename: "google_cloud_storage-1.23.0-py2.py3-none-any.whl"
     validation:
       type: "sha256"
       value: "9f59c100d3940e38567c48d54cf1a2e7591a2f38e9693dfc11a242d5e54a1626"
   - url: "https://files.pythonhosted.org/packages/35/9e/f73325d0466ce5bdc36333f1aeb2892ead7b76e79bdb5c8b0493961fa098/google_resumable_media-0.5.0-py2.py3-none-any.whl"
-    filename: "pip_pkg_google_resumable_media-0.5.0-py2.py3-none-any.whl"
+    filename: "google_resumable_media-0.5.0-py2.py3-none-any.whl"
     validation:
       type: "sha256"
       value: "b86140d5a0b6d290084b11bde90ee9aecad357ba0e0d67388d016b8340320927"
   - url: "https://files.pythonhosted.org/packages/eb/ee/e59e74ecac678a14d6abefb9054f0bbcb318a6452a30df3776f133886d7d/googleapis-common-protos-1.6.0.tar.gz"
-    filename: "pip_pkg_googleapis-common-protos-1.6.0.tar.gz"
+    filename: "googleapis-common-protos-1.6.0.tar.gz"
     validation:
       type: "sha256"
       value: "e61b8ed5e36b976b487c6e7b15f31bb10c7a0ca7bd5c0e837f4afab64b53a0c6"
   - url: "https://files.pythonhosted.org/packages/14/2c/cd551d81dbe15200be1cf41cd03869a46fe7226e7450af7a6545bfc474c9/idna-2.8-py2.py3-none-any.whl"
-    filename: "pip_pkg_idna-2.8-py2.py3-none-any.whl"
+    filename: "idna-2.8-py2.py3-none-any.whl"
     validation:
       type: "sha256"
       value: "ea8b7f6188e6fa117537c3df7da9fc686d485087abf6ac197f9c46432f7e4a3c"
   - url: "https://files.pythonhosted.org/packages/81/2e/59cdacea6476a4c21b7c090a91250ffbcd085900f5eb9f4e4d68dd2ee4e3/ipython-7.9.0-py3-none-any.whl"
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GitLab


From 6a5d7155e5b7ff63867a67ecdfea3dee6344c5a1 Mon Sep 17 00:00:00 2001
From: Christopger Vernooy <cvernooy23@gmail.com>
Date: Thu, 25 Feb 2021 11:41:48 -0500
Subject: [PATCH 05/25] forgot to update manifest with conda pyyaml

---
 hardening_manifest.yaml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/hardening_manifest.yaml b/hardening_manifest.yaml
index b7b9bc7..d1619a7 100644
--- a/hardening_manifest.yaml
+++ b/hardening_manifest.yaml
@@ -306,11 +306,11 @@ resources:
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-    filename: "PyYAML-5.3.1.tar.gz"
+  - url: "https://anaconda.org/conda-forge/pyyaml/5.4.1/download/linux-aarch64/pyyaml-5.4.1-py38h9544abe_0.tar.bz2"
+    filename: "pyyaml-5.4.1-py38h9544abe_0.tar.bz2"
     validation:
       type: "sha256"
-      value: "b8eac752c5e14d3eca0e6dd9199cd627518cb5ec06add0de9d32baeee6fe645d"
+      value: "684c90cf9389f93b9918f15c66879621a95263cb4b64487a725557fded644f26"      
 maintainers:
 - email: "cvernooy@oteemo.com"
   name: "Christopher Vernooy"
-- 
GitLab


From 6c5184e312bf1de0f4fd7cc25a9bc8282e962ff2 Mon Sep 17 00:00:00 2001
From: Christopger Vernooy <cvernooy23@gmail.com>
Date: Fri, 26 Feb 2021 08:56:23 -0500
Subject: [PATCH 06/25] update for crypto pkg install

---
 Dockerfile | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/Dockerfile b/Dockerfile
index 17948d0..3bdca3f 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -16,10 +16,24 @@ COPY *.whl /opt/pkgs/
 COPY *.tar.bz2 /opt/pkgs
 RUN dnf install -y redhat-rpm-config gcc libffi-devel python3-devel openssl-devel
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/setuptools-50.3.0-py3-none-any.whl"]
+RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pip-20.2.3-py2.py3-none-any.whl"]
+RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/wheel-*.whl"]
+RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pycparser-*.whl"]
+RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/cffi-*.whl"]
 RUN ls -al /opt/conda/envs/pytorch-py37/bin/conda
 RUN ls -al /opt/conda/bin/conda
 RUN /opt/conda/envs/pytorch-py37/bin/conda install /opt/pkgs/pyyaml-5.4.1-py38h9544abe_0.tar.bz2
 RUN rm -f /opt/pkgs/pyyaml-5.4.1-py38h9544abe_0.tar.bz2
+WORKDIR /opt/pkgs
+RUN tar xvfz cryptography-3.3.2.tar.gz 
+RUN cd cryptography-3.3.2 && python3 setup.py install
+RUN rm -f /opt/pkgs/setuptools-53.0.0-py3-none-any.whl && \
+      rm -f /opt/pkgs/wheel-*.whl && \
+      rm -f /opt/pkgs/pip-20.2.3-py2.py3-none-any.whl && \
+      rm -f /opt/pkgs/pycparser-*.whl && \
+      rm -f /opt/pkgs/cffi-*.whl && \
+      rm -f /opt/pkgs/cryptography-3.3.2.tar.gz && \
+      rm -rf /opt/pkgs/cryptography-3.3.2
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/*"]
 FROM ${BASE_REGISTRY}/${BASE_IMAGE}:${BASE_TAG} as final
 ENV PATH /opt/conda/envs/pytorch-py37/bin:$PATH
-- 
GitLab


From 097efe8f81bb82811383608389305515799bb008 Mon Sep 17 00:00:00 2001
From: Christopher Vernooy <cvernooy@oteemo.com>
Date: Fri, 26 Feb 2021 14:37:59 +0000
Subject: [PATCH 07/25] Update Dockerfile

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 3bdca3f..d565d2e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -16,7 +16,7 @@ COPY *.whl /opt/pkgs/
 COPY *.tar.bz2 /opt/pkgs
 RUN dnf install -y redhat-rpm-config gcc libffi-devel python3-devel openssl-devel
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/setuptools-50.3.0-py3-none-any.whl"]
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pip-20.2.3-py2.py3-none-any.whl"]
+RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pip-20.2.2-py2.py3-none-any.whl"]
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/wheel-*.whl"]
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pycparser-*.whl"]
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/cffi-*.whl"]
-- 
GitLab


From 04b721492b3131257140f1c65d0fe7f14c8425c8 Mon Sep 17 00:00:00 2001
From: Christopher Vernooy <cvernooy@oteemo.com>
Date: Fri, 26 Feb 2021 15:32:11 +0000
Subject: [PATCH 08/25] Update Dockerfile

---
 Dockerfile | 1 -
 1 file changed, 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index d565d2e..1d2ec9d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -17,7 +17,6 @@ COPY *.tar.bz2 /opt/pkgs
 RUN dnf install -y redhat-rpm-config gcc libffi-devel python3-devel openssl-devel
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/setuptools-50.3.0-py3-none-any.whl"]
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pip-20.2.2-py2.py3-none-any.whl"]
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/wheel-*.whl"]
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pycparser-*.whl"]
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/cffi-*.whl"]
 RUN ls -al /opt/conda/envs/pytorch-py37/bin/conda
-- 
GitLab


From 876acee2b4e7343590db752e08016ff81966927f Mon Sep 17 00:00:00 2001
From: Christopher Vernooy <cvernooy@oteemo.com>
Date: Fri, 26 Feb 2021 17:03:13 +0000
Subject: [PATCH 09/25] Update Dockerfile

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 1d2ec9d..322fc1b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -17,7 +17,7 @@ COPY *.tar.bz2 /opt/pkgs
 RUN dnf install -y redhat-rpm-config gcc libffi-devel python3-devel openssl-devel
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/setuptools-50.3.0-py3-none-any.whl"]
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pip-20.2.2-py2.py3-none-any.whl"]
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pycparser-*.whl"]
+RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pycparser-2.19.tar.gz"]
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/cffi-*.whl"]
 RUN ls -al /opt/conda/envs/pytorch-py37/bin/conda
 RUN ls -al /opt/conda/bin/conda
-- 
GitLab


From cc2a97ebea3e4fa820f916fcee23de1144d7773b Mon Sep 17 00:00:00 2001
From: Christopher Vernooy <cvernooy@oteemo.com>
Date: Fri, 26 Feb 2021 18:40:29 +0000
Subject: [PATCH 10/25] Update Dockerfile

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 322fc1b..c1c7542 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -18,7 +18,7 @@ RUN dnf install -y redhat-rpm-config gcc libffi-devel python3-devel openssl-deve
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/setuptools-50.3.0-py3-none-any.whl"]
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pip-20.2.2-py2.py3-none-any.whl"]
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pycparser-2.19.tar.gz"]
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/cffi-*.whl"]
+RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/cffi-1.13.2-cp37-cp37m-manylinux1_x86_64.whl"]
 RUN ls -al /opt/conda/envs/pytorch-py37/bin/conda
 RUN ls -al /opt/conda/bin/conda
 RUN /opt/conda/envs/pytorch-py37/bin/conda install /opt/pkgs/pyyaml-5.4.1-py38h9544abe_0.tar.bz2
-- 
GitLab


From 81b461ca0120ac588faabef5c8b5ca5388cb9df8 Mon Sep 17 00:00:00 2001
From: Christopher Vernooy <cvernooy@oteemo.com>
Date: Fri, 26 Feb 2021 19:42:30 +0000
Subject: [PATCH 11/25] Update hardening_manifest.yaml

---
 hardening_manifest.yaml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/hardening_manifest.yaml b/hardening_manifest.yaml
index d1619a7..065e934 100644
--- a/hardening_manifest.yaml
+++ b/hardening_manifest.yaml
@@ -61,11 +61,11 @@ resources:
     validation:
       type: "sha256"
       value: "fd7c7c74727ddcf00e9acd26bba8da604ffec95bf1c2144e67aff7a8b50e6cef"
-  - url: "https://files.pythonhosted.org/packages/16/cd/1f4ddf6be8300713c676bb9f3a2d3b8eb8accc0a6a24f57d4f6c4cd59d34/cffi-1.13.2-cp37-cp37m-manylinux1_x86_64.whl"
-    filename: "cffi-1.13.2-cp37-cp37m-manylinux1_x86_64.whl"
+  - url: "https://files.pythonhosted.org/packages/97/2d/cd29c79f2eb1384577d0662f23c89d29621152f14bef8c6b25747785744b/cffi-1.14.5-cp37-cp37m-manylinux1_x86_64.whl"
+    filename: "cffi-1.14.5-cp37-cp37m-manylinux1_x86_64.whl"
     validation:
       type: "sha256"
-      value: "2e9c80a8c3344a92cb04661115898a9129c074f7ab82011ef4b612f645939f12"
+      value: "cd2868886d547469123fadc46eac7ea5253ea7fcb139f12e1dfc2bbd406427d1"
   - url: "https://files.pythonhosted.org/packages/bc/a9/01ffebfb562e4274b6487b4bb1ddec7ca55ec7510b22e4c51f14098443b8/chardet-3.0.4-py2.py3-none-any.whl"
     filename: "chardet-3.0.4-py2.py3-none-any.whl"
     validation:
-- 
GitLab


From a101e0a2394996a1972fdf6d4575cd793b7fbf27 Mon Sep 17 00:00:00 2001
From: Christopher Vernooy <cvernooy@oteemo.com>
Date: Fri, 26 Feb 2021 19:43:14 +0000
Subject: [PATCH 12/25] Update Dockerfile

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index c1c7542..c4475ba 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -18,7 +18,7 @@ RUN dnf install -y redhat-rpm-config gcc libffi-devel python3-devel openssl-deve
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/setuptools-50.3.0-py3-none-any.whl"]
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pip-20.2.2-py2.py3-none-any.whl"]
 RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pycparser-2.19.tar.gz"]
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/cffi-1.13.2-cp37-cp37m-manylinux1_x86_64.whl"]
+RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/cffi-1.14.5-cp37-cp37m-manylinux1_x86_64.whl"]
 RUN ls -al /opt/conda/envs/pytorch-py37/bin/conda
 RUN ls -al /opt/conda/bin/conda
 RUN /opt/conda/envs/pytorch-py37/bin/conda install /opt/pkgs/pyyaml-5.4.1-py38h9544abe_0.tar.bz2
-- 
GitLab


From 8fd1e8d5497429b8f997dad94163b1247b06bb32 Mon Sep 17 00:00:00 2001
From: Christopger Vernooy <cvernooy23@gmail.com>
Date: Mon, 1 Mar 2021 10:17:38 -0500
Subject: [PATCH 13/25] change python binary for installing cryptography

---
 Dockerfile              | 2 ++
 hardening_manifest.yaml | 5 +++++
 2 files changed, 7 insertions(+)

diff --git a/Dockerfile b/Dockerfile
index c4475ba..77663a4 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -25,6 +25,8 @@ RUN /opt/conda/envs/pytorch-py37/bin/conda install /opt/pkgs/pyyaml-5.4.1-py38h9
 RUN rm -f /opt/pkgs/pyyaml-5.4.1-py38h9544abe_0.tar.bz2
 WORKDIR /opt/pkgs
 RUN tar xvfz cryptography-3.3.2.tar.gz 
+RUN cd cryptography-3.3.2 && /opt/conda/envs/pytorch-py37/bin/python setup.py install
+RUN python3 -m pip install cffi-1.14.5-cp36-cp36m-manylinux1_x86_64.whl
 RUN cd cryptography-3.3.2 && python3 setup.py install
 RUN rm -f /opt/pkgs/setuptools-53.0.0-py3-none-any.whl && \
       rm -f /opt/pkgs/wheel-*.whl && \
diff --git a/hardening_manifest.yaml b/hardening_manifest.yaml
index 065e934..a06832a 100644
--- a/hardening_manifest.yaml
+++ b/hardening_manifest.yaml
@@ -311,6 +311,11 @@ resources:
     validation:
       type: "sha256"
       value: "684c90cf9389f93b9918f15c66879621a95263cb4b64487a725557fded644f26"      
+  - url: "https://files.pythonhosted.org/packages/2b/cf/9a3b04e57191a970836aeaa8b2075574f02fbdb65d6368457a2f13213e7f/cffi-1.14.5-cp36-cp36m-manylinux1_x86_64.whl"
+    filename: "cffi-1.14.5-cp36-cp36m-manylinux1_x86_64.whl"
+    validation:
+      type: "sha256"
+      value: "69e395c24fc60aad6bb4fa7e583698ea6cc684648e1ffb7fe85e3c1ca131a7d5"           
 maintainers:
 - email: "cvernooy@oteemo.com"
   name: "Christopher Vernooy"
-- 
GitLab


From e1321b62e52b38d86cc4231d5f7e10f51bebd691 Mon Sep 17 00:00:00 2001
From: Christopger Vernooy <cvernooy23@gmail.com>
Date: Mon, 1 Mar 2021 10:53:25 -0500
Subject: [PATCH 14/25] typo

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 77663a4..4f060aa 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -4,7 +4,7 @@ ARG CONTAINER_VERSION=0.2.2
 ARG BASE_REGISTRY=registry1.dso.mil
 ARG BASE_IMAGE=ironbank/redhat/ubi/ubi8
 ARG BASE_TAG=8.3
-FROM gcr.io/kfserving/pytorchserver:0.2.2 as source
+FROM kfserving/pytorchserver:0.2.2 as source
 FROM ${BASE_REGISTRY}/${BASE_IMAGE}:${BASE_TAG} as builder
 COPY --from=source /opt/conda/envs/ /opt/conda/envs/
 COPY --from=source /opt/conda /opt/conda
-- 
GitLab


From b059638c4eaf5512eaa68db8113d84ceaa8a12d3 Mon Sep 17 00:00:00 2001
From: Christopger Vernooy <cvernooy23@gmail.com>
Date: Tue, 2 Mar 2021 09:48:48 -0500
Subject: [PATCH 15/25] pycparser install for os py3

---
 Dockerfile | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 4f060aa..03e9773 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -26,7 +26,8 @@ RUN rm -f /opt/pkgs/pyyaml-5.4.1-py38h9544abe_0.tar.bz2
 WORKDIR /opt/pkgs
 RUN tar xvfz cryptography-3.3.2.tar.gz 
 RUN cd cryptography-3.3.2 && /opt/conda/envs/pytorch-py37/bin/python setup.py install
-RUN python3 -m pip install cffi-1.14.5-cp36-cp36m-manylinux1_x86_64.whl
+RUN python3 -m pip install /opt/pkgs/pycparser-2.19.tar.gz
+RUN python3 -m pip install /opt/pkgs/cffi-1.14.5-cp36-cp36m-manylinux1_x86_64.whl
 RUN cd cryptography-3.3.2 && python3 setup.py install
 RUN rm -f /opt/pkgs/setuptools-53.0.0-py3-none-any.whl && \
       rm -f /opt/pkgs/wheel-*.whl && \
-- 
GitLab


From 50ce618b07b6514fd828fd4c6385c572376891dd Mon Sep 17 00:00:00 2001
From: Christopger Vernooy <cvernooy23@gmail.com>
Date: Tue, 2 Mar 2021 15:50:08 -0500
Subject: [PATCH 16/25] typo

---
 hardening_manifest.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/hardening_manifest.yaml b/hardening_manifest.yaml
index a06832a..11ab271 100644
--- a/hardening_manifest.yaml
+++ b/hardening_manifest.yaml
@@ -24,7 +24,7 @@ labels:
 
 resources:
   - url: "docker://gcr.io/kfserving/pytorchserver@sha256:fc234478446af0a06e0f5a62cb46ed457d241281af5104fd63288c5f40c0a084"
-    tag: "gcr.io/kfserving/pytorchserver:0.2.2"
+    tag: "kfserving/pytorchserver:0.2.2"
 
   - url: "https://files.pythonhosted.org/packages/4f/b5/3ea9ae3d1096b9ff31e8f1846c47d49f3129a12464ac0a73b602de458298/adal-1.2.2-py2.py3-none-any.whl"
     filename: "adal-1.2.2-py2.py3-none-any.whl"
-- 
GitLab


From af7e5fe8fb2de0c0d8ebde22cf97032efb4664b5 Mon Sep 17 00:00:00 2001
From: Christopger Vernooy <cvernooy23@gmail.com>
Date: Tue, 9 Mar 2021 14:22:09 -0500
Subject: [PATCH 17/25] updated

---
 .gitignore              |   4 +-
 Dockerfile              |  66 ++++++----------
 hardening_manifest.yaml | 168 +++++++++++++++++++---------------------
 scripts/rename_pkgs.sh  |  43 ----------
 4 files changed, 106 insertions(+), 175 deletions(-)
 delete mode 100644 scripts/rename_pkgs.sh

diff --git a/.gitignore b/.gitignore
index 6b92baf..7ef0e22 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,6 +4,7 @@ build.log
 *.whl
 *.tar.gz
 *.tar.bz2
+*.conda
 .vscode
 *.zip
 *\@*
@@ -11,4 +12,5 @@ build.log
 .conda_pkg_*
 files/channel
 artifacts
-pip_pkg_*
\ No newline at end of file
+pip_pkg_*
+kfserving-0.2.2/
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
index 03e9773..20cef46 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -4,49 +4,27 @@ ARG CONTAINER_VERSION=0.2.2
 ARG BASE_REGISTRY=registry1.dso.mil
 ARG BASE_IMAGE=ironbank/redhat/ubi/ubi8
 ARG BASE_TAG=8.3
-FROM kfserving/pytorchserver:0.2.2 as source
-FROM ${BASE_REGISTRY}/${BASE_IMAGE}:${BASE_TAG} as builder
-COPY --from=source /opt/conda/envs/ /opt/conda/envs/
-COPY --from=source /opt/conda /opt/conda
-#COPY --from=source /workspace/pytorchserver pytorchserver
-#COPY --from=source /workspace/kfserving kfserving
-# RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps ./kfserving ./pytorchserver"]
-COPY *.tar.gz /opt/pkgs/
-COPY *.whl /opt/pkgs/
-COPY *.tar.bz2 /opt/pkgs
-RUN dnf install -y redhat-rpm-config gcc libffi-devel python3-devel openssl-devel
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/setuptools-50.3.0-py3-none-any.whl"]
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pip-20.2.2-py2.py3-none-any.whl"]
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/pycparser-2.19.tar.gz"]
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/cffi-1.14.5-cp37-cp37m-manylinux1_x86_64.whl"]
-RUN ls -al /opt/conda/envs/pytorch-py37/bin/conda
-RUN ls -al /opt/conda/bin/conda
-RUN /opt/conda/envs/pytorch-py37/bin/conda install /opt/pkgs/pyyaml-5.4.1-py38h9544abe_0.tar.bz2
-RUN rm -f /opt/pkgs/pyyaml-5.4.1-py38h9544abe_0.tar.bz2
-WORKDIR /opt/pkgs
-RUN tar xvfz cryptography-3.3.2.tar.gz 
-RUN cd cryptography-3.3.2 && /opt/conda/envs/pytorch-py37/bin/python setup.py install
-RUN python3 -m pip install /opt/pkgs/pycparser-2.19.tar.gz
-RUN python3 -m pip install /opt/pkgs/cffi-1.14.5-cp36-cp36m-manylinux1_x86_64.whl
-RUN cd cryptography-3.3.2 && python3 setup.py install
-RUN rm -f /opt/pkgs/setuptools-53.0.0-py3-none-any.whl && \
-      rm -f /opt/pkgs/wheel-*.whl && \
-      rm -f /opt/pkgs/pip-20.2.3-py2.py3-none-any.whl && \
-      rm -f /opt/pkgs/pycparser-*.whl && \
-      rm -f /opt/pkgs/cffi-*.whl && \
-      rm -f /opt/pkgs/cryptography-3.3.2.tar.gz && \
-      rm -rf /opt/pkgs/cryptography-3.3.2
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps /opt/pkgs/*"]
-FROM ${BASE_REGISTRY}/${BASE_IMAGE}:${BASE_TAG} as final
+FROM ${BASE_REGISTRY}/${BASE_IMAGE}:${BASE_TAG}
+COPY Miniconda3-latest-Linux-x86_64.sh *.conda *.tar.bz2 *.whl kfserving-0.2.2.tar.gz /opt/
+RUN cd /opt && \
+     chmod +x /opt/Miniconda3-latest-Linux-x86_64.sh && \
+     /opt/Miniconda3-latest-Linux-x86_64.sh -b -p /opt/conda && \
+     rm -f /opt/Miniconda3-latest-Linux-x86_64.sh && \
+     /opt/conda/bin/conda install /opt/conda-build-3.21.4-py38h06a4308_0.conda
+RUN /opt/conda/bin/conda create -y --name pytorch-py37 python=3.7.10 && \
+     /opt/conda/bin/conda clean -ya
 ENV PATH /opt/conda/envs/pytorch-py37/bin:$PATH
-RUN dnf upgrade -y && \
-    dnf clean all && \
-    rm -rf /var/cache/dnf
-COPY --from=builder /opt/conda/envs/ /opt/conda/envs/
-COPY --from=source /workspace/pytorchserver/pytorchserver pytorchserver
-COPY --from=source /workspace/kfserving/kfserving kfserving
-RUN find / -path /proc -prune -o -perm /4000 -exec chmod u-s {} \;
-RUN find / -path /proc -prune -o -perm /2000 -exec chmod g-s {} \;
-RUN groupadd -r kfserving-pytorch && useradd -r -g kfserving-pytorch kfserving-pytorch
-USER kfserving-pytorch
+RUN ls -al /opt/conda/bin/
+RUN /opt/conda/bin/conda install --name pytorch-py37 /opt/*.conda
+WORKDIR /workspace
+RUN chmod -R a+w /workspace && \   
+        cd /opt && \
+        tar zvfx kfserving-0.2.2.tar.gz && \
+        cp -R kfserving-0.2.2/python/pytorchserver /workspace && \
+        cp -R kfserving-0.2.2/python/kfserving /workspace && \
+        groupadd -r pytorchserver && useradd -r -g pytorchserver pytorchserver
+RUN python3 --version && \
+        python3 -m pip install --no-index --find-links="/opt/" -e ./kfserving && \
+        python3 -m pip install --no-index --find-links="/opt/" -e ./pytorchserver
+USER pytorchserver
 ENTRYPOINT ["python3", "-m", "pytorchserver"]
diff --git a/hardening_manifest.yaml b/hardening_manifest.yaml
index 11ab271..42ec648 100644
--- a/hardening_manifest.yaml
+++ b/hardening_manifest.yaml
@@ -25,42 +25,101 @@ labels:
 resources:
   - url: "docker://gcr.io/kfserving/pytorchserver@sha256:fc234478446af0a06e0f5a62cb46ed457d241281af5104fd63288c5f40c0a084"
     tag: "kfserving/pytorchserver:0.2.2"
-
-  - url: "https://files.pythonhosted.org/packages/4f/b5/3ea9ae3d1096b9ff31e8f1846c47d49f3129a12464ac0a73b602de458298/adal-1.2.2-py2.py3-none-any.whl"
-    filename: "adal-1.2.2-py2.py3-none-any.whl"
+  - url: "https://files.pythonhosted.org/packages/d4/70/d60450c3dd48ef87586924207ae8907090de0b306af2bce5d134d78615cb/python_dateutil-2.8.1-py2.py3-none-any.whl"
+    filename: "python_dateutil-2.8.1-py2.py3-none-any.whl"
+    validation:
+      type: "sha256"
+      value: "75bb3f31ea686f1197762692a9ee6a7550b59fc6ca3a1f4b5d7e32fb98e2da2a"
+  - url: "https://files.pythonhosted.org/packages/50/55/84aaadb5f8b4d2641f28eb7373feb610f4b609cc9cf223bcd494fd66a647/kubernetes-12.0.1-py2.py3-none-any.whl#sha256=23c85d8571df8f56e773f1a413bc081537536dc47e2b5e8dc2e6262edb2c57ca"
+    filename: "kubernetes-12.0.1-py2.py3-none-any.whl"
+    validation:
+      type: "sha256"
+      value: "23c85d8571df8f56e773f1a413bc081537536dc47e2b5e8dc2e6262edb2c57ca"
+  - url: "https://files.pythonhosted.org/packages/91/a8/9c5902233fa3c2e6a889cbd164333ddda5009669f494e3fadbeee2c03af5/tornado-6.1-cp37-cp37m-manylinux2010_x86_64.whl"
+    filename: "tornado-6.1-cp37-cp37m-manylinux2010_x86_64.whl"
+    validation:
+      type: "sha256"
+      value: "d3f7594930c423fd9f5d1a76bee85a2c36fd8b4b16921cae7e965f22575e9c01"
+  - url: "https://files.pythonhosted.org/packages/f2/94/3af39d34be01a24a6e65433d19e107099374224905f1e0cc6bbe1fd22a2f/argparse-1.4.0-py2.py3-none-any.whl"
+    filename: "argparse-1.4.0-py2.py3-none-any.whl"
+    validation:
+      type: "sha256"
+      value: "c31647edb69fd3d465a847ea3157d37bed1f95f19760b11a47aa91c04b666314"
+  - url: "https://files.pythonhosted.org/packages/e4/b8/d56b2ae5774d074d55957057dfba0bd4314050359b643b0ad6172f500dcb/minio-7.0.2-py3-none-any.whl"
+    filename: "minio-7.0.2-py3-none-any.whl"
+    validation:
+      type: "sha256"
+      value: "0e69575a0b1b64bce9f158b52b5914953f902a21032966d070ab0d14ceef8962"
+  - url: "https://files.pythonhosted.org/packages/8e/38/ceeddbe12b49bc2a46bde47c741876e0e24b88d4b0ae9a91623457627487/google_cloud_storage-1.36.1-py2.py3-none-any.whl"
+    filename: "google_cloud_storage-1.36.1-py2.py3-none-any.whl"
     validation:
       type: "sha256"
-      value: "fd17e5661f60634ddf96a569b95d34ccb8a98de60593d729c28bdcfe360eaad1"
-  - url: "https://files.pythonhosted.org/packages/00/55/a703923c12cd3172d5c007beda0c1a34342a17a6a72779f8a7c269af0cd6/azure_common-1.1.23-py2.py3-none-any.whl"
-    filename: "azure_common-1.1.23-py2.py3-none-any.whl"
+      value: "e3227abe57122370df02f00b8a6d78da6d41a0df4e6864b7f65a3a4ae673a8a7"
+  - url: "https://files.pythonhosted.org/packages/61/a1/5f5fb9f4edb6e8b7882281158edc1cd465249c53fd48b1bf6af2c9237fe5/adal-1.2.6-py2.py3-none-any.whl"
+    filename: "adal-1.2.6-py2.py3-none-any.whl"
     validation:
       type: "sha256"
-      value: "99ef36e74b6395329aada288764ce80504da16ecc8206cb9a72f55fb02e8b484"
+      value: "9928f90e4003dc7a41c6995ccb5db79d9769a275cb365b10deb48471002642dc"
+  - url: "https://files.pythonhosted.org/packages/0d/80/d4e0e9005caccae0185d4919844792a9227ebf4ed8e431c13625556b8c74/table_logger-0.3.6-py3-none-any.whl"
+    filename: "table_logger-0.3.6-py3-none-any.whl"
+    validation:
+      type: "sha256"
+      value: "dac0be8b20ea8ce6a9646bf68fb2f71218724fb4dbe3108a105641ca14bd167a"
   - url: "https://files.pythonhosted.org/packages/3e/84/610f379b46d7d3c2d48eadeed6a12b6d46a43100fea70534f5992d0ac996/azure_storage_blob-2.1.0-py2.py3-none-any.whl"
     filename: "azure_storage_blob-2.1.0-py2.py3-none-any.whl"
     validation:
       type: "sha256"
       value: "a8e91a51d4f62d11127c7fd8ba0077385c5b11022f0269f8a2a71b9fc36bef31"
+  - url: "https://files.pythonhosted.org/packages/f8/1f/acde6ff69864c5e78b56488e3afd93c1ccc8c2651186e2a5f93d93f64859/cryptography-3.4.6-cp36-abi3-manylinux2014_x86_64.whl"
+    filename: "cryptography-3.4.6-cp36-abi3-manylinux2014_x86_64.whl"
+    validation:
+      type: "sha256"
+      value: "fec7fb46b10da10d9e1d078d1ff8ed9e05ae14f431fdbd11145edd0550b9a964"
+  - url: "https://files.pythonhosted.org/packages/b4/9b/8850f99027ed029af6828199cc87179eaccbbf1f9e6e373e7f0177d32dad/PyJWT-2.0.1-py3-none-any.whl"
+    filename: "PyJWT-2.0.1-py3-none-any.whl"
+    validation:
+      type: "sha256"
+      value: "b70b15f89dc69b993d8a8d32c299032d5355c82f9b5b7e851d1a6d706dffe847"
   - url: "https://files.pythonhosted.org/packages/6b/a0/6794b318ce0118d1a4053bdf0149a60807407db9b710354f2b203c2f5975/azure_storage_common-2.1.0-py2.py3-none-any.whl"
     filename: "azure_storage_common-2.1.0-py2.py3-none-any.whl"
     validation:
       type: "sha256"
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-  - url: "https://files.pythonhosted.org/packages/84/71/c8ca4f5bb1e08401b916c68003acf0a0655df935d74d93bf3f3364b310e0/backcall-0.1.0.tar.gz"
-    filename: "backcall-0.1.0.tar.gz"
+  - url: "https://files.pythonhosted.org/packages/19/2b/46ada1753c4a640bc3ad04a1e20b1a5ea52a8f18079e1b8238e536aa0c98/azure_common-1.1.26-py2.py3-none-any.whl"
+    filename: "azure_common-1.1.26-py2.py3-none-any.whl"
     validation:
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-      value: "38ecd85be2c1e78f77fd91700c76e14667dc21e2713b63876c0eb901196e01e4"
-  - url: "https://files.pythonhosted.org/packages/2f/a6/30b0a0bef12283e83e58c1d6e7b5aabc7acfc4110df81a4471655d33e704/cachetools-3.1.1-py2.py3-none-any.whl"
-    filename: "cachetools-3.1.1-py2.py3-none-any.whl"
+      value: "acd26b2adb3ea192d766b4f083805287da080adc7f316ce7e52ef0ea917fbe31"
+  - url: "https://files.pythonhosted.org/packages/bb/72/8df2e0dc991f1a1d2c6869404e7622e8ee50d80bff357dbb57c3df70305b/cachetools-4.2.1-py3-none-any.whl"
+    filename: "cachetools-4.2.1py2.py3-none-any.whl"
     validation:
       type: "sha256"
-      value: "428266a1c0d36dc5aca63a2d7c5942e88c2c898d72139fca0e97fdd2380517ae"
-  - url: "https://files.pythonhosted.org/packages/18/b0/8146a4f8dd402f60744fa380bc73ca47303cccf8b9190fd16a827281eac2/certifi-2019.9.11-py2.py3-none-any.whl"
-    filename: "certifi-2019.9.11-py2.py3-none-any.whl"
+      value: "1d9d5f567be80f7c07d765e21b814326d78c61eb0c3a637dffc0e5d1796cb2e2"
+
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+  - url: "https://files.pythonhosted.org/packages/5e/c4/6c4fe722df5343c33226f0b4e0bb042e4dc13483228b4718baf286f86d87/certifi-2020.6.20-py2.py3-none-any.whl"
+    filename: "certifi-2020.6.20-pyhd3eb1b0_3.conda"
     validation:
       type: "sha256"
-      value: "fd7c7c74727ddcf00e9acd26bba8da604ffec95bf1c2144e67aff7a8b50e6cef"
+      value: "81b91cd200370892f8dfb533401003f0efd72d627465524bf18a22a9b80e7a14"
   - url: "https://files.pythonhosted.org/packages/97/2d/cd29c79f2eb1384577d0662f23c89d29621152f14bef8c6b25747785744b/cffi-1.14.5-cp37-cp37m-manylinux1_x86_64.whl"
     filename: "cffi-1.14.5-cp37-cp37m-manylinux1_x86_64.whl"
     validation:
@@ -71,11 +130,6 @@ resources:
     validation:
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-  - url: "https://files.pythonhosted.org/packages/d4/85/38715448253404186029c575d559879912eb8a1c5d16ad9f25d35f7c4f4c/cryptography-3.3.2.tar.gz"
-    filename: "cryptography-3.3.2.tar.gz"
-    validation:
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-      value: "5a60d3780149e13b7a6ff7ad6526b38846354d11a15e21068e57073e29e19bed"
   - url: "https://files.pythonhosted.org/packages/8f/b7/f329cfdc75f3d28d12c65980e4469e2fa373f1953f5df6e370e84ea2e875/decorator-4.4.1-py2.py3-none-any.whl"
     filename: "decorator-4.4.1-py2.py3-none-any.whl"
     validation:
@@ -96,11 +150,7 @@ resources:
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-  - url: "https://files.pythonhosted.org/packages/87/78/7cf94b3d0961b1a3036ba351c7fdc04170baa73d20fcb41240da214c83fd/google_cloud_storage-1.23.0-py2.py3-none-any.whl"
-    filename: "google_cloud_storage-1.23.0-py2.py3-none-any.whl"
-    validation:
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-      value: "9f59c100d3940e38567c48d54cf1a2e7591a2f38e9693dfc11a242d5e54a1626"
+
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-  - url: "https://files.pythonhosted.org/packages/6e/fc/2cab119f679648b348b8940de0dd744a1f0ee99c690aa2ef6072f050816c/kubernetes-10.0.1-py2.py3-none-any.whl"
-    filename: "kubernetes-10.0.1-py2.py3-none-any.whl"
-    validation:
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-  - url: "https://files.pythonhosted.org/packages/14/46/60bff78df1b112cc50f95c5ffb2e14aaf9aa279a5219845b55c56f214383/minio-5.0.5-py2.py3-none-any.whl"
-    filename: "minio-5.0.5-py2.py3-none-any.whl"
-    validation:
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-    filename: "numpy-1.17.4-cp37-cp37m-manylinux1_x86_64.whl"
-    validation:
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-    validation:
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-  - url: "https://files.pythonhosted.org/packages/d4/70/d60450c3dd48ef87586924207ae8907090de0b306af2bce5d134d78615cb/python_dateutil-2.8.1-py2.py3-none-any.whl"
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-    validation:
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+
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-    validation:
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@@ -266,11 +283,7 @@ resources:
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-    filename: "argparse-1.4.0-py2.py3-none-any.whl"
-    validation:
-      type: "sha256"
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+
   - url: "https://anaconda.org/conda-forge/pyyaml/5.4.1/download/linux-aarch64/pyyaml-5.4.1-py38h9544abe_0.tar.bz2"
     filename: "pyyaml-5.4.1-py38h9544abe_0.tar.bz2"
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-    filename: "cffi-1.14.5-cp36-cp36m-manylinux1_x86_64.whl"
-    validation:
-      type: "sha256"
-      value: "69e395c24fc60aad6bb4fa7e583698ea6cc684648e1ffb7fe85e3c1ca131a7d5"           
+      value: "684c90cf9389f93b9918f15c66879621a95263cb4b64487a725557fded644f26"             
 maintainers:
 - email: "cvernooy@oteemo.com"
   name: "Christopher Vernooy"
diff --git a/scripts/rename_pkgs.sh b/scripts/rename_pkgs.sh
deleted file mode 100644
index 9913bf9..0000000
--- a/scripts/rename_pkgs.sh
+++ /dev/null
@@ -1,43 +0,0 @@
-#!/bin/sh
-
-while [ "$1" != "" ]; do
-    case $1 in
-        -p | --prefix )         shift
-                                prefix="$1"
-                                ;;
-        -d | --directory )      shift
-                                directory="$1"
-        
-                                ;;
-        -o | --output )         shift
-                                output_directory="$1"
-                                ;;
-    esac
-    shift
-done
-
-if [ -z ${prefix+x} ]; then
-    echo "--prefix is required"
-    exit 1
-fi
-if [ -z ${directory+x} ]; then
-    echo "--directory is required"
-    exit 1
-fi
-if [ -z ${output_directory+x} ]; then
-    echo "--output is required"
-    exit 1
-fi
-
-echo $prefix
-echo $directory
-echo $output_directory
-
-mkdir -p $output_directory
-
-for x in $(find $directory -name "$prefix*" -printf "%f\n"); do
-    echo $x
-    out=$(echo $x | cut -d "_" -f 1,2 --complement)
-    echo $out
-    cp -v $directory/$x $output_directory/$out 
-done
\ No newline at end of file
-- 
GitLab


From 7813bb39be6aae78d12a6dda7b0ac3adad4a552a Mon Sep 17 00:00:00 2001
From: Christopger Vernooy <cvernooy23@gmail.com>
Date: Tue, 9 Mar 2021 14:40:31 -0500
Subject: [PATCH 18/25] updated manifest

---
 hardening_manifest.yaml | 887 +++++++++++++++++++++++++++-------------
 1 file changed, 598 insertions(+), 289 deletions(-)

diff --git a/hardening_manifest.yaml b/hardening_manifest.yaml
index 42ec648..70fa84f 100644
--- a/hardening_manifest.yaml
+++ b/hardening_manifest.yaml
@@ -21,297 +21,606 @@ labels:
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-
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+- url: "https://files.pythonhosted.org/packages/08/33/80e0d4f60e84a1ddd9a03f340be1065a2a363c47ce65c4bd3bae65ce9631/websocket_client-0.58.0-py2.py3-none-any.whl#sha256=44b5df8f08c74c3d82d28100fdc81f4536809ce98a17f0757557813275fbb663"
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\ No newline at end of file
-- 
GitLab


From 5ad3f5d31714f77beadcf2afd9b5598a4e60b18b Mon Sep 17 00:00:00 2001
From: Christopger Vernooy <cvernooy23@gmail.com>
Date: Tue, 9 Mar 2021 14:47:58 -0500
Subject: [PATCH 19/25] updated manifest

---
 hardening_manifest.yaml | 950 ++++++++++++++++++++--------------------
 1 file changed, 475 insertions(+), 475 deletions(-)

diff --git a/hardening_manifest.yaml b/hardening_manifest.yaml
index 70fa84f..ea4ce68 100644
--- a/hardening_manifest.yaml
+++ b/hardening_manifest.yaml
@@ -30,597 +30,597 @@ maintainers:
 
 resources:
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-	validation:
-		type: "sha256"
-		value: "476626712f60e5ef0fe04c354727152b1ee5285d57ccd3575c7be930122bd051"
+  filename: "_libgcc_mutex-0.1-main.conda"
+  validation:
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 - url: https://repo.anaconda.com/pkgs/main/linux-64/ca-certificates-2020.10.14-0.conda
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-		type: "sha256"
-		value: "e2fea9ffd9e1c31b4201cf26ea173532e7c081e32b4188d739b33485f206a794"  
+  filename: ca-certificates-2020.10.14-0.conda
+  validation:
+    type: "sha256"
+    value: "e2fea9ffd9e1c31b4201cf26ea173532e7c081e32b4188d739b33485f206a794"  
 - url: https://repo.anaconda.com/pkgs/main/linux-64/ld_impl_linux-64-2.33.1-h53a641e_7.conda
-	filename: ld_impl_linux-64-2.33.1-h53a641e_7.conda
-	validation:
-		type: "sha256"
-		value: "a0c2beae9a4a2b66416dc2964db41cda61fa21dd630db756c183b4bea4e117ad"  
+  filename: ld_impl_linux-64-2.33.1-h53a641e_7.conda
+  validation:
+    type: "sha256"
+    value: "a0c2beae9a4a2b66416dc2964db41cda61fa21dd630db756c183b4bea4e117ad"  
 - url: https://repo.anaconda.com/pkgs/main/linux-64/libstdcxx-ng-9.1.0-hdf63c60_0.conda
-	filename: libstdcxx-ng-9.1.0-hdf63c60_0.conda
-	validation:
-		type: "sha256"
-		value: "4cd5e8e3ad70b0a611fd94931fd82d845ba602789fa9bbd9f202b9d0da434277"  
+  filename: libstdcxx-ng-9.1.0-hdf63c60_0.conda
+  validation:
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+    value: "4cd5e8e3ad70b0a611fd94931fd82d845ba602789fa9bbd9f202b9d0da434277"  
 - url: https://repo.anaconda.com/pkgs/main/linux-64/libgcc-ng-9.1.0-hdf63c60_0.conda
-	filename: libgcc-ng-9.1.0-hdf63c60_0.conda
-	validation:
-		type: "sha256"
-		value: "9f867b7bf107d4999f91b7f6a4f930c25e82a859013fba4ded608d78f7da5aa9"  
+  filename: libgcc-ng-9.1.0-hdf63c60_0.conda
+  validation:
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+    value: "9f867b7bf107d4999f91b7f6a4f930c25e82a859013fba4ded608d78f7da5aa9"  
 - url: https://repo.anaconda.com/pkgs/main/linux-64/libffi-3.3-he6710b0_2.conda
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-		value: "2cef7c80db19e83a38b6e02110f0e9828d3ef4045c38791d5b01006c44529093"  
+  filename: libffi-3.3-he6710b0_2.conda
+  validation:
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 - url: https://repo.anaconda.com/pkgs/main/linux-64/ncurses-6.2-he6710b0_1.conda
-	filename: ncurses-6.2-he6710b0_1.conda
-	validation:
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-		value: "b06808e9d147ff7d56f37d64eb55f09bfc1108ef0af22cb461e7ad20810bc236"  
+  filename: ncurses-6.2-he6710b0_1.conda
+  validation:
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 - url: https://repo.anaconda.com/pkgs/main/linux-64/openssl-1.1.1h-h7b6447c_0.conda
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-		value: "3a01ac0f4e3a1419c8c32711e61da37167a955b8d072419532705567b51a63ed"  
+  filename: openssl-1.1.1h-h7b6447c_0.conda
+  validation:
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+    value: "3a01ac0f4e3a1419c8c32711e61da37167a955b8d072419532705567b51a63ed"  
 - url: https://repo.anaconda.com/pkgs/main/linux-64/xz-5.2.5-h7b6447c_0.conda
-	filename: xz-5.2.5-h7b6447c_0.conda
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-		value: "58045af0e1f23ea72b6759c4f5aac3e2fb98da9585758853d09961126d66f9ce"  
+  filename: xz-5.2.5-h7b6447c_0.conda
+  validation:
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 - url: https://repo.anaconda.com/pkgs/main/linux-64/yaml-0.2.5-h7b6447c_0.conda
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-	validation:
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+  filename: yaml-0.2.5-h7b6447c_0.conda
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 - url: https://repo.anaconda.com/pkgs/main/linux-64/zlib-1.2.11-h7b6447c_3.conda
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+  filename: zlib-1.2.11-h7b6447c_3.conda
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 - url: https://repo.anaconda.com/pkgs/main/linux-64/libedit-3.1.20191231-h14c3975_1.conda
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+  filename: libedit-3.1.20191231-h14c3975_1.conda
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 - url: "https://files.pythonhosted.org/packages/8a/bb/488841f56197b13700afd5658fc279a2025a39e22449b7cf29864669b15d/pyparsing-2.4.7-py2.py3-none-any.whl#sha256=ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b"
-	filename: pyparsing-2.4.7-py2.py3-none-any.whl
-	validation:
-		type: "sha256"
-		value: "ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b"
+  filename: pyparsing-2.4.7-py2.py3-none-any.whl
+  validation:
+    type: "sha256"
+    value: "ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b"
 - url: "https://files.pythonhosted.org/packages/d4/70/d60450c3dd48ef87586924207ae8907090de0b306af2bce5d134d78615cb/python_dateutil-2.8.1-py2.py3-none-any.whl#sha256=75bb3f31ea686f1197762692a9ee6a7550b59fc6ca3a1f4b5d7e32fb98e2da2a"
-	filename: python_dateutil-2.8.1-py2.py3-none-any.whl
-	validation:
-		type: "sha256"
-		value: "75bb3f31ea686f1197762692a9ee6a7550b59fc6ca3a1f4b5d7e32fb98e2da2a"
+  filename: python_dateutil-2.8.1-py2.py3-none-any.whl
+  validation:
+    type: "sha256"
+    value: "75bb3f31ea686f1197762692a9ee6a7550b59fc6ca3a1f4b5d7e32fb98e2da2a"
 - url: "https://files.pythonhosted.org/packages/a3/12/b92740d845ab62ea4edf04d2f4164d82532b5a0b03836d4d4e71c6f3d379/requests_oauthlib-1.3.0-py2.py3-none-any.whl#sha256=7f71572defaecd16372f9006f33c2ec8c077c3cfa6f5911a9a90202beb513f3d"
-	filename: requests_oauthlib-1.3.0-py2.py3-none-any.whl
-	validation:
-		type: "sha256"
-		value: "7f71572defaecd16372f9006f33c2ec8c077c3cfa6f5911a9a90202beb513f3d"
+  filename: requests_oauthlib-1.3.0-py2.py3-none-any.whl
+  validation:
+    type: "sha256"
+    value: "7f71572defaecd16372f9006f33c2ec8c077c3cfa6f5911a9a90202beb513f3d"
 - url: "https://files.pythonhosted.org/packages/e9/93/0c0f002031f18b53af7a6166103c02b9c0667be528944137cc954ec921b3/rsa-4.7.2-py3-none-any.whl#sha256=78f9a9bf4e7be0c5ded4583326e7461e3a3c5aae24073648b4bdfa797d78c9d2"
-	filename: rsa-4.7.2-py3-none-any.whl
-	validation:
-		type: "sha256"
-		value: "78f9a9bf4e7be0c5ded4583326e7461e3a3c5aae24073648b4bdfa797d78c9d2"
+  filename: rsa-4.7.2-py3-none-any.whl
+  validation:
+    type: "sha256"
+    value: "78f9a9bf4e7be0c5ded4583326e7461e3a3c5aae24073648b4bdfa797d78c9d2"
 - url: "https://files.pythonhosted.org/packages/0d/80/d4e0e9005caccae0185d4919844792a9227ebf4ed8e431c13625556b8c74/table_logger-0.3.6-py3-none-any.whl#sha256=dac0be8b20ea8ce6a9646bf68fb2f71218724fb4dbe3108a105641ca14bd167a"
-	filename: table_logger-0.3.6-py3-none-any.whl
-	validation:
-		type: "sha256"
-		value: "dac0be8b20ea8ce6a9646bf68fb2f71218724fb4dbe3108a105641ca14bd167a"
+  filename: table_logger-0.3.6-py3-none-any.whl
+  validation:
+    type: "sha256"
+    value: "dac0be8b20ea8ce6a9646bf68fb2f71218724fb4dbe3108a105641ca14bd167a"
 - url: "https://files.pythonhosted.org/packages/91/a8/9c5902233fa3c2e6a889cbd164333ddda5009669f494e3fadbeee2c03af5/tornado-6.1-cp37-cp37m-manylinux2010_x86_64.whl#sha256=d3f7594930c423fd9f5d1a76bee85a2c36fd8b4b16921cae7e965f22575e9c01"
-	filename: tornado-6.1-cp37-cp37m-manylinux2010_x86_64.whl
-	validation:
-		type: "sha256"
-		value: "d3f7594930c423fd9f5d1a76bee85a2c36fd8b4b16921cae7e965f22575e9c01"
+  filename: tornado-6.1-cp37-cp37m-manylinux2010_x86_64.whl
+  validation:
+    type: "sha256"
+    value: "d3f7594930c423fd9f5d1a76bee85a2c36fd8b4b16921cae7e965f22575e9c01"
 - url: "https://files.pythonhosted.org/packages/08/33/80e0d4f60e84a1ddd9a03f340be1065a2a363c47ce65c4bd3bae65ce9631/websocket_client-0.58.0-py2.py3-none-any.whl#sha256=44b5df8f08c74c3d82d28100fdc81f4536809ce98a17f0757557813275fbb663"
-	filename: websocket_client-0.58.0-py2.py3-none-any.whl
-	validation:
-		type: "sha256"
-		value: "44b5df8f08c74c3d82d28100fdc81f4536809ce98a17f0757557813275fbb663"
+  filename: websocket_client-0.58.0-py2.py3-none-any.whl
+  validation:
+    type: "sha256"
+    value: "44b5df8f08c74c3d82d28100fdc81f4536809ce98a17f0757557813275fbb663"
 - url: "https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh"
   filename: Miniconda3-latest-Linux-x86_64.sh
-	validation:
-		type: "sha256"
-		value: "1314b90489f154602fd794accfc90446111514a5a72fe1f71ab83e07de9504a7"  
\ No newline at end of file
+  validation:
+    type: "sha256"
+    value: "1314b90489f154602fd794accfc90446111514a5a72fe1f71ab83e07de9504a7"  
\ No newline at end of file
-- 
GitLab


From b450389ab39dd0acdc7c903e6b29c821a37b04b2 Mon Sep 17 00:00:00 2001
From: Christopger Vernooy <cvernooy23@gmail.com>
Date: Tue, 9 Mar 2021 14:51:31 -0500
Subject: [PATCH 20/25] updated manifest

---
 hardening_manifest.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/hardening_manifest.yaml b/hardening_manifest.yaml
index ea4ce68..e47b55f 100644
--- a/hardening_manifest.yaml
+++ b/hardening_manifest.yaml
@@ -30,7 +30,7 @@ maintainers:
 
 resources:
 - url: https://repo.anaconda.com/pkgs/main/linux-64/_libgcc_mutex-0.1-main.conda
-  filename: "_libgcc_mutex-0.1-main.conda"
+  filename: "libgcc_mutex-0.1-main.conda"
   validation:
     type: "sha256"
     value: "476626712f60e5ef0fe04c354727152b1ee5285d57ccd3575c7be930122bd051"
-- 
GitLab


From a877b2a572a8957e92340c7803ffeadb342169f1 Mon Sep 17 00:00:00 2001
From: Christopger Vernooy <cvernooy23@gmail.com>
Date: Tue, 9 Mar 2021 14:55:13 -0500
Subject: [PATCH 21/25] updated manifest

---
 hardening_manifest.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/hardening_manifest.yaml b/hardening_manifest.yaml
index e47b55f..d856420 100644
--- a/hardening_manifest.yaml
+++ b/hardening_manifest.yaml
@@ -445,7 +445,7 @@ resources:
     type: "sha256"
     value: "184c1fb7fe015304786c5ba339aee187b5e34beb126e79c0f68ac35978f6190f"  
 - url: https://repo.anaconda.com/pkgs/main/linux-64/_pytorch_select-0.1-cpu_0.conda
-  filename: _pytorch_select-0.1-cpu_0.conda
+  filename: pytorch_select-0.1-cpu_0.conda
   validation:
     type: "sha256"
     value: "f66d6a14a2a5643a4bfcb80bb7cdd9e570dc9bf82511ea26014964c76cb27285"  
-- 
GitLab


From c29666d877aa8eb3c461f1cfe11cc397935f89d0 Mon Sep 17 00:00:00 2001
From: Christopger Vernooy <cvernooy23@gmail.com>
Date: Tue, 9 Mar 2021 16:05:14 -0500
Subject: [PATCH 22/25] updated manifest

---
 hardening_manifest.yaml | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/hardening_manifest.yaml b/hardening_manifest.yaml
index d856420..b7e320d 100644
--- a/hardening_manifest.yaml
+++ b/hardening_manifest.yaml
@@ -623,4 +623,9 @@ resources:
   filename: Miniconda3-latest-Linux-x86_64.sh
   validation:
     type: "sha256"
-    value: "1314b90489f154602fd794accfc90446111514a5a72fe1f71ab83e07de9504a7"  
\ No newline at end of file
+    value: "1314b90489f154602fd794accfc90446111514a5a72fe1f71ab83e07de9504a7"  
+- url: "https://github.com/kubeflow/kfserving/archive/0.2.2.tar.gz"   
+  filename: "kfserving-0.2.2.tar.gz"
+  validation:
+    type: "sha256"
+    value: "d5024a761c692ee3c081134a79cd45b390427cd8999c93bc327d8159b1b2c236"    
\ No newline at end of file
-- 
GitLab


From 0a541d677e8ceed4713bdec48c38bc0a04a1751d Mon Sep 17 00:00:00 2001
From: Christopger Vernooy <cvernooy23@gmail.com>
Date: Wed, 10 Mar 2021 09:47:24 -0500
Subject: [PATCH 23/25] updated to use offline flag for conda install

---
 Dockerfile | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 20cef46..092b785 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -11,11 +11,10 @@ RUN cd /opt && \
      /opt/Miniconda3-latest-Linux-x86_64.sh -b -p /opt/conda && \
      rm -f /opt/Miniconda3-latest-Linux-x86_64.sh && \
      /opt/conda/bin/conda install /opt/conda-build-3.21.4-py38h06a4308_0.conda
-RUN /opt/conda/bin/conda create -y --name pytorch-py37 python=3.7.10 && \
-     /opt/conda/bin/conda clean -ya
+RUN /opt/conda/bin/conda create -y --name pytorch-py37 python=3.7.10
 ENV PATH /opt/conda/envs/pytorch-py37/bin:$PATH
 RUN ls -al /opt/conda/bin/
-RUN /opt/conda/bin/conda install --name pytorch-py37 /opt/*.conda
+RUN /opt/conda/bin/conda install --use-local --name pytorch-py37  --offline  /opt/*.conda /opt/*.tar.bz2
 WORKDIR /workspace
 RUN chmod -R a+w /workspace && \   
         cd /opt && \
-- 
GitLab


From d68bfcf1f287816fe07b1db578195a11cc2ffd80 Mon Sep 17 00:00:00 2001
From: Christopher Vernooy <cvernooy@oteemo.com>
Date: Wed, 10 Mar 2021 11:26:10 -0500
Subject: [PATCH 24/25] updated to use offline flag for conda install

---
 Dockerfile | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 092b785..bcbc259 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -11,10 +11,10 @@ RUN cd /opt && \
      /opt/Miniconda3-latest-Linux-x86_64.sh -b -p /opt/conda && \
      rm -f /opt/Miniconda3-latest-Linux-x86_64.sh && \
      /opt/conda/bin/conda install /opt/conda-build-3.21.4-py38h06a4308_0.conda
-RUN /opt/conda/bin/conda create -y --name pytorch-py37 python=3.7.10
 ENV PATH /opt/conda/envs/pytorch-py37/bin:$PATH
-RUN ls -al /opt/conda/bin/
-RUN /opt/conda/bin/conda install --use-local --name pytorch-py37  --offline  /opt/*.conda /opt/*.tar.bz2
+#RUN mkdir /opt/noarch && touch /opt/noarch/repodata.json && touch /opt/noarch/repodata.json.bz2 && /opt/conda/bin/conda index /opt
+RUN /opt/conda/bin/conda create --name pytorch-py37 python=3.7.10 --verbose #--channel /opt/ && rm -f /opt/python-3.7.10-hdb3f193_0.tar.bz2
+RUN /opt/conda/bin/conda install --use-local --name pytorch-py37  --offline  /opt/*.conda
 WORKDIR /workspace
 RUN chmod -R a+w /workspace && \   
         cd /opt && \
-- 
GitLab


From 9f812bf3006ead791f96ce60795ef076e9e8634a Mon Sep 17 00:00:00 2001
From: shen_vickie <shen_vickie@bah.com>
Date: Mon, 26 Apr 2021 22:32:19 -0400
Subject: [PATCH 25/25] removed keys added healthcheck

---
 Dockerfile | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index bcbc259..d8e2880 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -16,7 +16,7 @@ ENV PATH /opt/conda/envs/pytorch-py37/bin:$PATH
 RUN /opt/conda/bin/conda create --name pytorch-py37 python=3.7.10 --verbose #--channel /opt/ && rm -f /opt/python-3.7.10-hdb3f193_0.tar.bz2
 RUN /opt/conda/bin/conda install --use-local --name pytorch-py37  --offline  /opt/*.conda
 WORKDIR /workspace
-RUN chmod -R a+w /workspace && \   
+RUN chmod -R a+w /workspace && \
         cd /opt && \
         tar zvfx kfserving-0.2.2.tar.gz && \
         cp -R kfserving-0.2.2/python/pytorchserver /workspace && \
@@ -25,5 +25,11 @@ RUN chmod -R a+w /workspace && \
 RUN python3 --version && \
         python3 -m pip install --no-index --find-links="/opt/" -e ./kfserving && \
         python3 -m pip install --no-index --find-links="/opt/" -e ./pytorchserver
+
+RUN rm /opt/conda/envs/pytorch-py37/lib/python3.7/site-packages/tornado/test/test.*
+
+HEALTHCHECK --start-period=3s --timeout=5s --interval=3s --retries=3 \
+  CMD curl -fs http://localhost:8080 || exit 1
+
 USER pytorchserver
 ENTRYPOINT ["python3", "-m", "pytorchserver"]
-- 
GitLab