From 458cd7c0ab5ebd62de999ee5b68579d73c8a374b Mon Sep 17 00:00:00 2001
From: puneetsharma21 <puneet.sharma21@ibm.com>
Date: Tue, 23 Jul 2024 12:15:51 +0530
Subject: [PATCH] Build Tensorflow Image for ppc64le (#4)

* update makefile and dockerfile for tf

* adding Pipfile and Pipfile.lock

* adding Pipfile

* changes

* Updated image manifests for tensorflow

* changes

* added codeflare-sdk

* update manifest

* manifest changes

* modification

---------

Co-authored-by: root <root@puneet-vm.pokprv.stglabs.ibm.com>
---
 Makefile                                      |   5 +
 jupyter/tensorflow/ubi9-python-3.9/Dockerfile |  18 +-
 jupyter/tensorflow/ubi9-python-3.9/Pipfile    |  11 +-
 .../tensorflow/ubi9-python-3.9/Pipfile.lock   | 931 +++++++++---------
 4 files changed, 481 insertions(+), 484 deletions(-)

diff --git a/Makefile b/Makefile
index 83e9fcb50..9dddaaa2d 100644
--- a/Makefile
+++ b/Makefile
@@ -148,6 +148,11 @@ runtime-cuda-tensorflow-ubi8-python-3.8: cuda-ubi8-python-3.8
 base-ubi9-python-3.9:
 	$(call image,$@,base/ubi9-python-3.9)
 
+# Build and push jupyter-tensorflow-ubi9-python-3.9 image to the registry
+.PHONY: jupyter-tensorflow-ubi9-python-3.9
+jupyter-tensorflow-ubi9-python-3.9: jupyter-datascience-ubi9-python-3.9
+	$(call image,$@,jupyter/tensorflow/ubi9-python-3.9,$<)
+
 # Build and push jupyter-minimal-ubi9-python-3.9 image to the registry
 .PHONY: jupyter-minimal-ubi9-python-3.9
 jupyter-minimal-ubi9-python-3.9: base-ubi9-python-3.9
diff --git a/jupyter/tensorflow/ubi9-python-3.9/Dockerfile b/jupyter/tensorflow/ubi9-python-3.9/Dockerfile
index 31579fdb8..1e398e38c 100644
--- a/jupyter/tensorflow/ubi9-python-3.9/Dockerfile
+++ b/jupyter/tensorflow/ubi9-python-3.9/Dockerfile
@@ -15,7 +15,23 @@ COPY utils ./utils/
 # Install Python packages and Jupyterlab extensions from Pipfile.lock
 COPY Pipfile.lock ./
 
-RUN echo "Installing softwares and packages" && micropipenv install && rm -f ./Pipfile.lock
+# Switch to root user
+USER root
+
+# Update and refresh package repositories, and install EPEL release
+RUN dnf update -y && \
+    dnf install -y https://dl.fedoraproject.org/pub/epel/epel-release-latest-9.noarch.rpm && \
+    dnf install -y hdf5-devel
+
+# Switch back to the original user
+USER 1001
+
+RUN echo "Installing softwares and packages" && \
+    curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y &&\
+    source "$HOME/.cargo/env" && \
+    GRPC_PYTHON_BUILD_SYSTEM_OPENSSL=true PIP_CONSTRAINT=/etc/constraints.txt micropipenv install && \
+    rm -f ./Pipfile.lock && \
+    rustup self uninstall -y
 
 # Temporary:Workaround for fixing the kfp-kubernetes 1.0.0 for elyra pipeline execution
 # TODO: Remove this patch once the issue is fixed with kfp-kubernetes upgrade.
diff --git a/jupyter/tensorflow/ubi9-python-3.9/Pipfile b/jupyter/tensorflow/ubi9-python-3.9/Pipfile
index 2aa22c7a4..9bd76f830 100644
--- a/jupyter/tensorflow/ubi9-python-3.9/Pipfile
+++ b/jupyter/tensorflow/ubi9-python-3.9/Pipfile
@@ -3,11 +3,20 @@ url = "https://pypi.org/simple"
 verify_ssl = true
 name = "pypi"
 
+[[source]]
+url = "http://10.20.177.222:9000/"
+verify_ssl = false
+name = "localpi"
+
 [dev-packages]
 
 [packages]
 # TensorFlow packages
-tensorflow = "~=2.15.0"
+tensorflow = {version = "2.15.*", index="localpi"}
+ray = {version = "2.7.0.*", index="localpi"}
+py-spy = {version = "0.3.14.*", index="localpi"}
+pyarrow = {version = "15.0.2.dev0+ge03105efc.d20240613", index="localpi"}
+tensorflow-io-gcs-filesystem = {version = "0.36.*", index="localpi"}
 tensorboard = "~=2.15.2"
 tf2onnx = "~= 1.16.1"
 # Datascience and useful extensions
diff --git a/jupyter/tensorflow/ubi9-python-3.9/Pipfile.lock b/jupyter/tensorflow/ubi9-python-3.9/Pipfile.lock
index 21e23ec03..a2f2b98ec 100644
--- a/jupyter/tensorflow/ubi9-python-3.9/Pipfile.lock
+++ b/jupyter/tensorflow/ubi9-python-3.9/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "144faedab64706d6350a3d15964cc8dc62647795f190504c55fc7933eb4ec760"
+            "sha256": "7ee925242874f39f06936bf133912253d3b65d9875b7abeabcce5447afa0dd17"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -12,6 +12,11 @@
                 "name": "pypi",
                 "url": "https://pypi.org/simple",
                 "verify_ssl": true
+            },
+            {
+                "name": "localpi",
+                "url": "http://10.20.177.222:9000/",
+                "verify_ssl": false
             }
         ]
     },
@@ -157,7 +162,7 @@
                 "sha256:0fca07b290282b9449590cbdb39b3461c45f2b6037523949f028ff2cba82c85e",
                 "sha256:c2aec138a24f8462d6199c65666590dab14acb18af6c62950c82bc8d40862558"
             ],
-            "markers": "python_version >= '3.6' and python_version < '4.0'",
+            "markers": "python_version >= '3.6' and python_version < '4'",
             "version": "==1.1.6"
         },
         "argon2-cffi": {
@@ -205,11 +210,11 @@
         },
         "astroid": {
             "hashes": [
-                "sha256:8ead48e31b92b2e217b6c9733a21afafe479d52d6e164dd25fb1a770c7c3cf94",
-                "sha256:e8a0083b4bb28fcffb6207a3bfc9e5d0a68be951dd7e336d5dcf639c682388c0"
+                "sha256:0e14202810b30da1b735827f78f5157be2bbd4a7a59b7707ca0bfc2fb4c0063a",
+                "sha256:413658a61eeca6202a59231abb473f932038fbcbf1666587f66d482083413a25"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==3.2.2"
+            "markers": "python_full_version >= '3.8.0'",
+            "version": "==3.2.4"
         },
         "asttokens": {
             "hashes": [
@@ -247,6 +252,7 @@
                 "sha256:2913064abd97b3419d1cc83ea71f042cb821f87e45b9c88cad5ad3c4ea87fe0c"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.6'",
             "version": "==2.0.4"
         },
         "babel": {
@@ -295,7 +301,7 @@
                 "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051",
                 "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"
             ],
-            "markers": "python_version >= '3.6'",
+            "markers": "python_full_version >= '3.6.0'",
             "version": "==4.12.3"
         },
         "black": {
@@ -344,43 +350,44 @@
         },
         "bokeh": {
             "hashes": [
-                "sha256:1e3c502a0a8205338fc74dadbfa321f8a0965441b39501e36796a47b4017b642",
-                "sha256:d824961e4265367b0750ce58b07e564ad0b83ca64b335521cd3421e9b9f10d89"
+                "sha256:931a43ee59dbf1720383ab904f8205e126b85561aac55592415b800c96f1b0eb",
+                "sha256:a16d5cc0abb93d2d270d70fc35851f3e1b9208814a985a4678e0ba5ef2d9cd42"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==3.4.1"
+            "version": "==3.4.2"
         },
         "boto3": {
             "hashes": [
-                "sha256:05e388cb937e82be70bfd7eb0c84cf8011ff35cf582a593873ac21675268683b",
-                "sha256:dab8f72a6c4e62b4fd70da09e08a6b2a65ea2115b27dd63737142005776ef216"
+                "sha256:69d5afb7a017d07dd6bdfb680d2912d5d369b3fafa0a45161207d9f393b14d7e",
+                "sha256:ac770fb53dde1743aec56bd8e56b7ee2e2f5ad42a37825968ec4ff8428822640"
             ],
             "index": "pypi",
-            "version": "==1.34.131"
+            "markers": "python_version >= '3.8'",
+            "version": "==1.34.145"
         },
         "botocore": {
             "hashes": [
-                "sha256:13b011d7b206ce00727dcee26548fa3b550db9046d5a0e90ac25a6e6c8fde6ef",
-                "sha256:502ddafe1d627fcf1e4c007c86454e5dd011dba7c58bd8e8a5368a79f3e387dc"
+                "sha256:2e72e262de02adcb0264ac2bac159a28f55dbba8d9e52aa0308773a42950dff5",
+                "sha256:edf0fb4c02186ae29b76263ac5fda18b0a085d334a310551c9984407cf1079e6"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.34.131"
+            "version": "==1.34.145"
         },
         "cachetools": {
             "hashes": [
-                "sha256:0abad1021d3f8325b2fc1d2e9c8b9c9d57b04c3932657a72465447332c24d945",
-                "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"
+                "sha256:3ae3b49a3d5e28a77a0be2b37dbcb89005058959cb2323858c2657c4a8cab474",
+                "sha256:b8adc2e7c07f105ced7bc56dbb6dfbe7c4a00acce20e2227b3f355be89bc6827"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==5.3.3"
+            "version": "==5.4.0"
         },
         "certifi": {
             "hashes": [
-                "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516",
-                "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"
+                "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b",
+                "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2024.6.2"
+            "version": "==2024.7.4"
         },
         "cffi": {
             "hashes": [
@@ -533,7 +540,7 @@
                 "sha256:fd1abc0d89e30cc4e02e4064dc67fcc51bd941eb395c502aac3ec19fab46b519",
                 "sha256:ff8fa367d09b717b2a17a052544193ad76cd49979c805768879cb63d9ca50561"
             ],
-            "markers": "python_version >= '3.7'",
+            "markers": "python_full_version >= '3.7.0'",
             "version": "==3.3.2"
         },
         "click": {
@@ -550,6 +557,7 @@
                 "sha256:d94e5d477fcad7e4dd456b75f2f7b9af1fc0a315fa4cd81c24987bc4b331ee56"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.8' and python_version < '4.0'",
             "version": "==0.16.3"
         },
         "codeflare-torchx": {
@@ -674,31 +682,31 @@
         },
         "debugpy": {
             "hashes": [
-                "sha256:016a9fcfc2c6b57f939673c874310d8581d51a0fe0858e7fac4e240c5eb743cb",
-                "sha256:0de56aba8249c28a300bdb0672a9b94785074eb82eb672db66c8144fff673146",
-                "sha256:1a9fe0829c2b854757b4fd0a338d93bc17249a3bf69ecf765c61d4c522bb92a8",
-                "sha256:28acbe2241222b87e255260c76741e1fbf04fdc3b6d094fcf57b6c6f75ce1242",
-                "sha256:3a79c6f62adef994b2dbe9fc2cc9cc3864a23575b6e387339ab739873bea53d0",
-                "sha256:3bda0f1e943d386cc7a0e71bfa59f4137909e2ed947fb3946c506e113000f741",
-                "sha256:3ebb70ba1a6524d19fa7bb122f44b74170c447d5746a503e36adc244a20ac539",
-                "sha256:58911e8521ca0c785ac7a0539f1e77e0ce2df753f786188f382229278b4cdf23",
-                "sha256:6df9aa9599eb05ca179fb0b810282255202a66835c6efb1d112d21ecb830ddd3",
-                "sha256:7a3afa222f6fd3d9dfecd52729bc2e12c93e22a7491405a0ecbf9e1d32d45b39",
-                "sha256:7eb7bd2b56ea3bedb009616d9e2f64aab8fc7000d481faec3cd26c98a964bcdd",
-                "sha256:92116039b5500633cc8d44ecc187abe2dfa9b90f7a82bbf81d079fcdd506bae9",
-                "sha256:a2e658a9630f27534e63922ebf655a6ab60c370f4d2fc5c02a5b19baf4410ace",
-                "sha256:bfb20cb57486c8e4793d41996652e5a6a885b4d9175dd369045dad59eaacea42",
-                "sha256:caad2846e21188797a1f17fc09c31b84c7c3c23baf2516fed5b40b378515bbf0",
-                "sha256:d915a18f0597ef685e88bb35e5d7ab968964b7befefe1aaea1eb5b2640b586c7",
-                "sha256:dda73bf69ea479c8577a0448f8c707691152e6c4de7f0c4dec5a4bc11dee516e",
-                "sha256:e38beb7992b5afd9d5244e96ad5fa9135e94993b0c551ceebf3fe1a5d9beb234",
-                "sha256:edcc9f58ec0fd121a25bc950d4578df47428d72e1a0d66c07403b04eb93bcf98",
-                "sha256:efd3fdd3f67a7e576dd869c184c5dd71d9aaa36ded271939da352880c012e703",
-                "sha256:f696d6be15be87aef621917585f9bb94b1dc9e8aced570db1b8a6fc14e8f9b42",
-                "sha256:fd97ed11a4c7f6d042d320ce03d83b20c3fb40da892f994bc041bbc415d7a099"
+                "sha256:0600faef1d0b8d0e85c816b8bb0cb90ed94fc611f308d5fde28cb8b3d2ff0fe3",
+                "sha256:1523bc551e28e15147815d1397afc150ac99dbd3a8e64641d53425dba57b0ff9",
+                "sha256:15bc2f4b0f5e99bf86c162c91a74c0631dbd9cef3c6a1d1329c946586255e859",
+                "sha256:16c8dcab02617b75697a0a925a62943e26a0330da076e2a10437edd9f0bf3755",
+                "sha256:16e16df3a98a35c63c3ab1e4d19be4cbc7fdda92d9ddc059294f18910928e0ca",
+                "sha256:2cbd4d9a2fc5e7f583ff9bf11f3b7d78dfda8401e8bb6856ad1ed190be4281ad",
+                "sha256:3f8c3f7c53130a070f0fc845a0f2cee8ed88d220d6b04595897b66605df1edd6",
+                "sha256:40f062d6877d2e45b112c0bbade9a17aac507445fd638922b1a5434df34aed02",
+                "sha256:5a019d4574afedc6ead1daa22736c530712465c0c4cd44f820d803d937531b2d",
+                "sha256:5d3ccd39e4021f2eb86b8d748a96c766058b39443c1f18b2dc52c10ac2757835",
+                "sha256:62658aefe289598680193ff655ff3940e2a601765259b123dc7f89c0239b8cd3",
+                "sha256:7ee2e1afbf44b138c005e4380097d92532e1001580853a7cb40ed84e0ef1c3d2",
+                "sha256:7f8d57a98c5a486c5c7824bc0b9f2f11189d08d73635c326abef268f83950326",
+                "sha256:8a13417ccd5978a642e91fb79b871baded925d4fadd4dfafec1928196292aa0a",
+                "sha256:95378ed08ed2089221896b9b3a8d021e642c24edc8fef20e5d4342ca8be65c00",
+                "sha256:acdf39855f65c48ac9667b2801234fc64d46778021efac2de7e50907ab90c634",
+                "sha256:bd11fe35d6fd3431f1546d94121322c0ac572e1bfb1f6be0e9b8655fb4ea941e",
+                "sha256:c78ba1680f1015c0ca7115671fe347b28b446081dada3fedf54138f44e4ba031",
+                "sha256:cf327316ae0c0e7dd81eb92d24ba8b5e88bb4d1b585b5c0d32929274a66a5210",
+                "sha256:d3408fddd76414034c02880e891ea434e9a9cf3a69842098ef92f6e809d09afa",
+                "sha256:e24ccb0cd6f8bfaec68d577cb49e9c680621c336f347479b3fce060ba7c09ec1",
+                "sha256:f179af1e1bd4c88b0b9f0fa153569b24f6b6f3de33f94703336363ae62f4bf47"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.8.1"
+            "version": "==1.8.2"
         },
         "decorator": {
             "hashes": [
@@ -787,17 +795,18 @@
         },
         "exceptiongroup": {
             "hashes": [
-                "sha256:5258b9ed329c5bbdd31a309f53cbfb0b155341807f6ff7606a1e801a891b29ad",
-                "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"
+                "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b",
+                "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"
             ],
             "markers": "python_version < '3.11'",
-            "version": "==1.2.1"
+            "version": "==1.2.2"
         },
         "executing": {
             "hashes": [
                 "sha256:0314a69e37426e3608aada02473b4161d4caf5a4b244d1d0c48072b8fee7bacc",
                 "sha256:19da64c18d2d851112f09c287f8d3dbbdf725ab0e569077efb6cdcbd3497c107"
             ],
+            "markers": "python_version >= '3.5'",
             "version": "==1.2.0"
         },
         "fastjsonschema": {
@@ -809,11 +818,11 @@
         },
         "filelock": {
             "hashes": [
-                "sha256:0151273e5b5d6cf753a61ec83b3a9b7d8821c39ae9af9d7ecf2f9e2f17404103",
-                "sha256:e1199bf5194a2277273dacd50269f0d87d0682088a3c561c15674ea9005d8635"
+                "sha256:2207938cbc1844345cb01a5a95524dae30f0ce089eba5b00378295a17e3e90cb",
+                "sha256:6ca1fffae96225dab4c6eaf1c4f4f28cd2568d3ec2a44e15a08520504de468e7"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.15.3"
+            "version": "==3.15.4"
         },
         "flake8": {
             "hashes": [
@@ -821,6 +830,7 @@
                 "sha256:a6dfbb75e03252917f2473ea9653f7cd799c3064e54d4c8140044c5c065f53c3"
             ],
             "index": "pypi",
+            "markers": "python_full_version >= '3.8.1'",
             "version": "==7.0.0"
         },
         "flatbuffers": {
@@ -832,51 +842,51 @@
         },
         "fonttools": {
             "hashes": [
-                "sha256:099634631b9dd271d4a835d2b2a9e042ccc94ecdf7e2dd9f7f34f7daf333358d",
-                "sha256:0c555e039d268445172b909b1b6bdcba42ada1cf4a60e367d68702e3f87e5f64",
-                "sha256:1e677bfb2b4bd0e5e99e0f7283e65e47a9814b0486cb64a41adf9ef110e078f2",
-                "sha256:2367d47816cc9783a28645bc1dac07f8ffc93e0f015e8c9fc674a5b76a6da6e4",
-                "sha256:28d072169fe8275fb1a0d35e3233f6df36a7e8474e56cb790a7258ad822b6fd6",
-                "sha256:31f0e3147375002aae30696dd1dc596636abbd22fca09d2e730ecde0baad1d6b",
-                "sha256:3e0ad3c6ea4bd6a289d958a1eb922767233f00982cf0fe42b177657c86c80a8f",
-                "sha256:45b4afb069039f0366a43a5d454bc54eea942bfb66b3fc3e9a2c07ef4d617380",
-                "sha256:4a2a6ba400d386e904fd05db81f73bee0008af37799a7586deaa4aef8cd5971e",
-                "sha256:4f520d9ac5b938e6494f58a25c77564beca7d0199ecf726e1bd3d56872c59749",
-                "sha256:52a6e0a7a0bf611c19bc8ec8f7592bdae79c8296c70eb05917fd831354699b20",
-                "sha256:5a4788036201c908079e89ae3f5399b33bf45b9ea4514913f4dbbe4fac08efe0",
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@@ -1009,19 +1019,19 @@
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@@ -1041,27 +1051,27 @@
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@@ -1171,11 +1181,11 @@
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@@ -1288,11 +1298,11 @@
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@@ -1329,7 +1339,7 @@
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@@ -1384,11 +1394,11 @@
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@@ -1404,6 +1414,7 @@
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@@ -1452,6 +1463,7 @@
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@@ -1460,6 +1472,7 @@
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@@ -1484,6 +1497,7 @@
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@@ -1516,6 +1531,7 @@
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@@ -1524,6 +1540,7 @@
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@@ -1532,6 +1549,7 @@
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@@ -1544,11 +1562,11 @@
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@@ -1556,6 +1574,7 @@
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@@ -1579,6 +1598,7 @@
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@@ -1586,13 +1606,14 @@
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@@ -1721,6 +1742,7 @@
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-            "version": "==10.3.0"
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@@ -2502,6 +2541,7 @@
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             ],
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@@ -2525,7 +2565,7 @@
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@@ -2588,79 +2628,40 @@
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@@ -2793,6 +2794,7 @@
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@@ -2824,10 +2826,10 @@
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@@ -2915,6 +2917,7 @@
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@@ -2968,6 +2971,7 @@
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@@ -3195,31 +3199,9 @@
                 "default"
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@@ -3459,16 +3441,16 @@
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@@ -3495,6 +3477,7 @@
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@@ -3526,6 +3509,7 @@
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@@ -3536,6 +3520,15 @@
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             "version": "==1.8.3"
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@@ -3615,17 +3608,18 @@
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@@ -3639,23 +3633,10 @@
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@@ -3667,25 +3648,10 @@
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@@ -3736,11 +3702,11 @@
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@@ -3788,7 +3754,7 @@
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@@ -3902,7 +3868,7 @@
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@@ -3989,10 +3955,10 @@
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@@ -4000,6 +3966,7 @@
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             ],
             "index": "pypi",
+            "markers": "python_version >= '3.8'",
             "version": "==0.43.0"
         },
         "widgetsnbextension": {
@@ -4301,7 +4268,7 @@
                 "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19",
                 "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"
             ],
-            "markers": "python_version < '3.10'",
+            "markers": "python_version >= '3.8'",
             "version": "==3.19.2"
         }
     },