From 003b8de9aff0748ba3330b163e6a02b655e0e140 Mon Sep 17 00:00:00 2001
From: Nikki Everett <neverett@users.noreply.github.com>
Date: Mon, 14 Oct 2024 10:30:36 -0500
Subject: [PATCH 1/9] add wandb and neptune dependencies (#5842)

Signed-off-by: nikki everett <nikki@union.ai>
---
 monodocs-environment.lock.yaml | 2202 ++++++++++++++++++++++----------
 monodocs-environment.yaml      |    2 +
 2 files changed, 1496 insertions(+), 708 deletions(-)

diff --git a/monodocs-environment.lock.yaml b/monodocs-environment.lock.yaml
index 9f10bfccb8..6c4556a8f5 100644
--- a/monodocs-environment.lock.yaml
+++ b/monodocs-environment.lock.yaml
@@ -13,8 +13,8 @@
 version: 1
 metadata:
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-    osx-arm64: 4a6ae3316f40f9f388647e62812b270d899162a17992dc68a1a5a3da0f06e74f
+    linux-64: 88915c74ac07d46f51bc09ba5ddabb66109646121fc129c33e63f7d99a1498b2
+    osx-arm64: c9116621440baaedcc778afa476679092be2ff09e432dab49449b2f0d0d3ba35
   channels:
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     used_env_vars: []
@@ -162,7 +162,7 @@ package:
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   optional: false
 - name: alembic
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+  version: 1.13.3
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   dependencies:
@@ -172,14 +172,14 @@ package:
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     sqlalchemy: '>=1.3.0'
     typing-extensions: '>=4'
-  url: https://conda.anaconda.org/conda-forge/noarch/alembic-1.13.2-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/alembic-1.13.3-pyhd8ed1ab_0.conda
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 - name: alembic
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@@ -189,10 +189,10 @@ package:
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     typing-extensions: '>=4'
-  url: https://conda.anaconda.org/conda-forge/noarch/alembic-1.13.2-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/alembic-1.13.3-pyhd8ed1ab_0.conda
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   category: main
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+- name: appdirs
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+  manager: conda
+  platform: linux-64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/appdirs-1.4.4-pyh9f0ad1d_0.tar.bz2
+  hash:
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+  url: https://conda.anaconda.org/conda-forge/noarch/appdirs-1.4.4-pyh9f0ad1d_0.tar.bz2
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     python_abi: 3.9.*
     typing-extensions: '>=4.0.0'
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+  url: https://conda.anaconda.org/conda-forge/linux-64/astroid-3.3.5-py39hf3d152e_0.conda
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     python_abi: 3.9.*
     typing-extensions: '>=4.0.0'
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@@ -916,7 +916,7 @@ package:
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   manager: conda
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@@ -924,10 +924,10 @@ package:
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     aws-c-http: '>=0.8.10,<0.8.11.0a0'
     aws-c-io: '>=0.14.18,<0.14.19.0a0'
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+  url: https://conda.anaconda.org/conda-forge/osx-arm64/aws-c-mqtt-0.10.7-h3acc7b9_0.conda
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     aws-c-sdkutils: '>=0.1.19,<0.1.20.0a0'
     libcxx: '>=17'
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+  url: https://conda.anaconda.org/conda-forge/osx-arm64/aws-crt-cpp-0.28.3-h433f80b_6.conda
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+    s3transfer: '>=0.10.0,<0.11.0'
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+    jmespath: '>=0.7.1,<2.0.0'
+    python: '>=3.8'
+    s3transfer: '>=0.10.0,<0.11.0'
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-  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.35.24-pyge38_1234567_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.35.38-pyge38_1234567_0.conda
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@@ -1447,10 +1521,10 @@ package:
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-  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.35.24-pyge38_1234567_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.35.38-pyge38_1234567_0.conda
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   category: main
   optional: false
+- name: bravado
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+    msgpack-python: ''
+    python: '>=3.6'
+    python-dateutil: ''
+    pyyaml: ''
+    requests: '>=2.17'
+    simplejson: ''
+    six: ''
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+  manager: conda
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+    python: '>=3.6'
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+  manager: conda
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+    python: '>=3.6'
+    python-dateutil: ''
+    pytz: ''
+    pyyaml: ''
+    requests: ''
+    simplejson: ''
+    six: ''
+    swagger-spec-validator: '>=2.0.1'
+    typing: ''
+  url: https://conda.anaconda.org/conda-forge/noarch/bravado-core-5.17.1-pyhd8ed1ab_0.tar.bz2
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   version: 1.0.9
   manager: conda
@@ -1593,28 +1755,28 @@ package:
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   optional: false
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+  version: 1.34.1
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   dependencies:
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-    libgcc-ng: '>=13'
-  url: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.33.1-heb4867d_0.conda
+    libgcc: '>=13'
+  url: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.34.1-heb4867d_0.conda
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   optional: false
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     python_abi: 3.9.*
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-  url: https://conda.anaconda.org/conda-forge/osx-arm64/debugpy-1.8.5-py39hfa9831e_1.conda
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   category: main
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   category: main
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+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.1.1-hb9d3cd8_1.conda
   hash:
-    md5: b462a33c0be1421532f28bfe8f4a7514
-    sha256: 5aa9b3682285bb2bf1a8adc064cb63aff76ef9178769740d855abb42b0d24236
+    md5: 19608a9656912805b2b9a2f6bd257b04
+    sha256: ec276da68d1c4a3d34a63195b35ca5b248d4aff0812464dcd843d74649b5cec4
   category: main
   optional: false
 - name: xorg-libsm
@@ -16077,13 +16859,14 @@ package:
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=12'
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
     libuuid: '>=2.38.1,<3.0a0'
     xorg-libice: '>=1.1.1,<2.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libsm-1.2.4-h7391055_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libsm-1.2.4-he73a12e_1.conda
   hash:
-    md5: 93ee23f12bc2e684548181256edd2cf6
-    sha256: 089ad5f0453c604e18985480218a84b27009e9e6de9a0fa5f4a20b8778ede1f1
+    md5: 05a8ea5f446de33006171a7afe6ae857
+    sha256: 70e903370977d44c9120a5641ab563887bd48446e9ef6fc2a3f5f60531c2cd6c
   category: main
   optional: false
 - name: xorg-libx11
@@ -16128,28 +16911,28 @@ package:
   category: main
   optional: false
 - name: xorg-libxdmcp
-  version: 1.1.3
+  version: 1.1.5
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
     libgcc: '>=13'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.3-hb9d3cd8_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.5-hb9d3cd8_0.conda
   hash:
-    md5: 17dab5c3eac5123b7c441bb215c14b96
-    sha256: 84133941492869d6bd86070fba81f474a1ac005cd1f1c0e7a8bdbad5673043ce
+    md5: 8035c64cb77ed555e3f150b7b3972480
+    sha256: 6b250f3e59db07c2514057944a3ea2044d6a8cdde8a47b6497c254520fade1ee
   category: main
   optional: false
 - name: xorg-libxdmcp
-  version: 1.1.3
+  version: 1.1.5
   manager: conda
   platform: osx-arm64
   dependencies:
     __osx: '>=11.0'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/xorg-libxdmcp-1.1.3-hd74edd7_1.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/xorg-libxdmcp-1.1.5-hd74edd7_0.conda
   hash:
-    md5: aeb231903efa4da33616c6ee93273801
-    sha256: 5aeeddccc4c4ec6e6896370fcd44a47345dd674a643b7f80e9153858ad7c0d43
+    md5: 77c447f48cab5d3a15ac224edb86a968
+    sha256: 9939a166d780700d81023546759102b33fdc2c5f11ef09f5f66c77210fd334c8
   category: main
   optional: false
 - name: xorg-libxext
@@ -16313,7 +17096,7 @@ package:
   category: main
   optional: false
 - name: yarl
-  version: 1.11.1
+  version: 1.14.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -16321,28 +17104,30 @@ package:
     idna: '>=2.0'
     libgcc: '>=13'
     multidict: '>=4.0'
+    propcache: '>=0.2.0'
     python: '>=3.9,<3.10.0a0'
     python_abi: 3.9.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/yarl-1.11.1-py39h8cd3c5a_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/yarl-1.14.0-py39h8cd3c5a_0.conda
   hash:
-    md5: 17eb903b301385592363074d1eca9073
-    sha256: 5c369f9f322d4adcb879141e4a5e691a82bb92563be263fe08658a11bfcc5d47
+    md5: aefe5e8b6c61810bf76c972544eb61f0
+    sha256: 3d7a979b5f0af574d73014b7249dd36815eb21f84957b002038c40f41e536772
   category: main
   optional: false
 - name: yarl
-  version: 1.11.1
+  version: 1.14.0
   manager: conda
   platform: osx-arm64
   dependencies:
     __osx: '>=11.0'
     idna: '>=2.0'
     multidict: '>=4.0'
+    propcache: '>=0.2.0'
     python: '>=3.9,<3.10.0a0'
     python_abi: 3.9.*
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/yarl-1.11.1-py39h06df861_0.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/yarl-1.14.0-py39h06df861_0.conda
   hash:
-    md5: 8aed5c80855d416c6358790f6669d569
-    sha256: 42af018b51a245fab89b50527a47879ae5625d6a1e97ad34c57b9b4fd829591f
+    md5: bcbb778cbe6ea50b5c0d0f16cb76745a
+    sha256: e390c4dac1d474937d2001d3ee7a0763ebab60d93dcef64edb5b115eddb162ca
   category: main
   optional: false
 - name: zeromq
@@ -16355,10 +17140,10 @@ package:
     libgcc: '>=13'
     libsodium: '>=1.0.20,<1.0.21.0a0'
     libstdcxx: '>=13'
-  url: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-ha4adb4c_5.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h3b0a872_6.conda
   hash:
-    md5: e8372041ebb377237db9d0d24c7b5962
-    sha256: dd48adc07fcd029c86fbf82e68d0e4818c7744b768e08139379920b56b582814
+    md5: 113506c8d2d558e733f5c38f6bf08c50
+    sha256: e67288b1c98a31ee58a5c07bdd873dbe08e75f752e1ad605d5e8c0697339903e
   category: main
   optional: false
 - name: zeromq
@@ -16370,10 +17155,10 @@ package:
     krb5: '>=1.21.3,<1.22.0a0'
     libcxx: '>=17'
     libsodium: '>=1.0.20,<1.0.21.0a0'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/zeromq-4.3.5-h64debc3_5.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zeromq-4.3.5-h9f5b81c_6.conda
   hash:
-    md5: c29dbe9343a0b55b027fa645644c59d9
-    sha256: b4ba544a04129472651a5df3b8906ed68e7f43bf23e724fd0e368218083c920c
+    md5: 84121ef1717cdfbecedeae70142706cc
+    sha256: 5c5061c976141eccbbb2aec21483ddd10fd1df4fd9bcf638e3fd57b2bd85721f
   category: main
   optional: false
 - name: zict
@@ -16429,12 +17214,13 @@ package:
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=12'
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
     libzlib: 1.3.1
-  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-1.3.1-h4ab18f5_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-1.3.1-hb9d3cd8_2.conda
   hash:
-    md5: 9653f1bf3766164d0e65fa723cabbc54
-    sha256: cee16ab07a11303de721915f0a269e8c7a54a5c834aa52f74b1cc3a59000ade8
+    md5: c9f075ab2f33b3bbee9e62d4ad0a6cd8
+    sha256: 5d7c0e5f0005f74112a34a7425179f4eb6e73c92f5d109e6af4ddeca407c92ab
   category: main
   optional: false
 - name: zlib
@@ -16444,10 +17230,10 @@ package:
   dependencies:
     __osx: '>=11.0'
     libzlib: 1.3.1
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/zlib-1.3.1-hfb2fe0b_1.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zlib-1.3.1-h8359307_2.conda
   hash:
-    md5: f27e021db7862b6ddbc1d3578f10d883
-    sha256: 87360c2dc662916aac37cf01e53324b4f4f78db6f399220818076752b093ede5
+    md5: e3170d898ca6cb48f1bb567afb92f775
+    sha256: 58f8860756680a4831c1bf4f294e2354d187f2e999791d53b1941834c4b37430
   category: main
   optional: false
 - name: zstd
@@ -17262,7 +18048,7 @@ package:
 - name: google-auth-oauthlib
   version: 1.2.1
   manager: pip
-  platform: osx-arm64
+  platform: linux-64
   dependencies:
     google-auth: '>=2.15.0'
     requests-oauthlib: '>=0.7.0'
diff --git a/monodocs-environment.yaml b/monodocs-environment.yaml
index b1225f3d2e..20673c5514 100644
--- a/monodocs-environment.yaml
+++ b/monodocs-environment.yaml
@@ -57,6 +57,8 @@ dependencies:
   - snowflake-connector-python  # snowflake
   - vaex-core                   # vaex
   - openai                      # chatgpt
+  - wandb                       # wandb
+  - neptune                     # neptune
 
   - pip:
     - flytekit>=1.12.1b2

From a8b16a5d8fa405d237bfe1365debacfad673dc2a Mon Sep 17 00:00:00 2001
From: Nikki Everett <neverett@users.noreply.github.com>
Date: Mon, 14 Oct 2024 12:46:40 -0500
Subject: [PATCH 2/9] Update contributing docs (#5830)

* apply changes from @cosmicBboy flytesnacks PR https://github.com/flyteorg/flytesnacks/pull/1736 to docs contributing guide, plus make additional changes

Signed-off-by: nikki everett <nikki@union.ai>

* move docs contributing guide to new subdirectory

Signed-off-by: nikki everett <nikki@union.ai>

* move contributing guides into separate docs

Signed-off-by: nikki everett <nikki@union.ai>

* small edits

Signed-off-by: nikki everett <nikki@union.ai>

* add formatting info to docs contributing doc

Signed-off-by: nikki everett <nikki@union.ai>

* small edit

Signed-off-by: nikki everett <nikki@union.ai>

* explain difference between user guide and tutorials and integrations python files in flytesnacks

Signed-off-by: nikki everett <nikki@union.ai>

* update redirects

Signed-off-by: nikki everett <nikki@union.ai>

* update links

Signed-off-by: nikki everett <nikki@union.ai>

---------

Signed-off-by: nikki everett <nikki@union.ai>
---
 .../contribute_code.rst}                      | 168 +----------------
 docs/community/contribute/contribute_docs.md  |  59 ++++++
 .../contribute_examples.md}                   | 175 +++++++-----------
 docs/community/contribute/index.rst           |  64 +++++++
 docs/community/index.rst                      |   5 +-
 docs/conf.py                                  |   3 +-
 .../flyte_agents/developing_agents.md         |   2 +-
 docs/user_guide/index.md                      |   2 +-
 8 files changed, 203 insertions(+), 275 deletions(-)
 rename docs/community/{contribute.rst => contribute/contribute_code.rst} (77%)
 create mode 100644 docs/community/contribute/contribute_docs.md
 rename docs/community/{contribute_docs.md => contribute/contribute_examples.md} (61%)
 create mode 100644 docs/community/contribute/index.rst

diff --git a/docs/community/contribute.rst b/docs/community/contribute/contribute_code.rst
similarity index 77%
rename from docs/community/contribute.rst
rename to docs/community/contribute/contribute_code.rst
index ee84046369..c0cae7dade 100644
--- a/docs/community/contribute.rst
+++ b/docs/community/contribute/contribute_code.rst
@@ -1,136 +1,8 @@
-.. _contribute_Flyte:
+#################
+Contributing code
+#################
 
-#####################
-Contributing to Flyte
-#####################
-
-.. tags:: Contribute, Basic
-
-Thank you for taking the time to contribute to Flyte!
-Please read our `Code of Conduct <https://lfprojects.org/policies/code-of-conduct/>`__ before contributing to Flyte.
-
-Here are some guidelines for you to follow, which will make your first and follow-up contributions easier.
-
-TL;DR: Find the repo-specific contribution guidelines in the `Component Reference <#component-reference>`__ section.
-
-💻 Becoming a contributor
-=========================
-
-An issue tagged with `good first issue <https://github.com/flyteorg/flyte/labels/good%20first%20issue>`__ is the best place to start for first-time contributors.
-
-**Appetizer for every repo: Fork and clone the concerned repository. Create a new branch on your fork and make the required changes. Create a pull request once your work is ready for review.**
-
-.. note::
-    To open a pull request, refer to `GitHub's guide <https://guides.github.com/activities/forking/>`__ for detailed instructions.
-
-Example PR for your reference: `GitHub PR <https://github.com/flyteorg/flytepropeller/pull/242>`__.
-A couple of checks are introduced to help maintain the robustness of the project.
-
-#. To get through DCO, sign off on every commit (`Reference <https://github.com/src-d/guide/blob/master/developer-community/fix-DCO.md>`__)
-#. To improve code coverage, write unit tests to test your code
-#. Make sure all the tests pass. If you face any issues, please let us know
-
-On a side note, format your Go code with ``golangci-lint`` followed by ``goimports`` (use ``make lint`` and ``make goimports``), and Python code with ``black`` and ``isort`` (use ``make fmt``).
-If make targets are not available, you can manually format the code.
-Refer to `Effective Go <https://golang.org/doc/effective_go>`__, `Black <https://github.com/psf/black>`__, and `Isort <https://github.com/PyCQA/isort>`__ for full coding standards.
-
-As you become more involved with the project, you may be able to be added as a contributor to the repos you're working on,
-but there is a medium term effort to move all development to forks.
-
-📃 Documentation
-================
-
-Flyte uses Sphinx for documentation. ``protoc-gen-doc`` is used to generate the documentation from ``.proto`` files.
-
-Sphinx spans multiple repositories under `flyteorg <https://github.com/flyteorg>`__. It uses reStructured Text (rst) files to store the documentation content.
-For API- and code-related content, it extracts docstrings from the code files.
-
-To get started, refer to the `reStructuredText reference <https://www.sphinx-doc.org/en/master/usage/restructuredtext/index.html#rst-index>`__.
-
-For minor edits that don't require a local setup, you can edit the GitHub page in the documentation to propose improvements.
-
-Intersphinx
-***********
-
-`Intersphinx <https://www.sphinx-doc.org/en/master/usage/extensions/intersphinx.html>`__ can generate automatic links to the documentation of objects in other projects.
-
-To establish a reference to any other documentation from Flyte or within it, use Intersphinx.
-
-To do so, create an ``intersphinx_mapping`` in the ``conf.py`` file which should be present in the respective ``docs`` repository.
-For example, ``rsts`` is the docs repository for the ``flyte`` repo.
-
-For example:
-
-.. code-block:: python
-
-    intersphinx_mapping = {
-        "python": ("https://docs.python.org/3", None),
-        "flytekit": ("https://flyte.readthedocs.io/projects/flytekit/en/master/", None),
-    }
-
-The key refers to the name used to refer to the file (while referencing the documentation), and the URL denotes the precise location.
-
-Here is an example using ``:std:doc``:
-
-* Direct reference
-
-  .. code-block:: text
-
-      Task: :std:doc:`/api/flytekit/generated/flytekit.task`
-
-  Output:
-
-  Task: :std:doc:`/api/flytekit/generated/flytekit.task`
-
-* Custom name
-
-  .. code-block:: text
-
-      :std:doc:`Using custom words </api/flytekit/generated/flytekit.task>`
-
-  Output:
-
-  :std:doc:`Using custom words </api/flytekit/generated/flytekit.task>`
-
-|
-
-You can cross-reference multiple Python objects. Check out this `section <https://www.sphinx-doc.org/en/master/usage/restructuredtext/domains.html#cross-referencing-python-objects>`__ to learn more.
-
-|
-
-For instance, `task` decorator in flytekit uses the ``func`` role.
-
-.. code-block:: text
-
-    Link to flytekit code :py:func:`flytekit:flytekit.task`
-
-Output:
-
-Link to flytekit code :py:func:`flytekit:flytekit.task`
-
-|
-
-Here are a couple more examples.
-
-.. code-block:: text
-
-    :py:mod:`Module <python:typing>`
-    :py:class:`Class <python:typing.Type>`
-    :py:data:`Data <python:typing.Callable>`
-    :py:func:`Function <python:typing.cast>`
-    :py:meth:`Method <python:pprint.PrettyPrinter.format>`
-
-Output:
-
-:py:mod:`Module <python:typing>`
-
-:py:class:`Class <python:typing.Type>`
-
-:py:data:`Data <python:typing.Callable>`
-
-:py:func:`Function <python:typing.cast>`
-
-:py:meth:`Method <python:pprint.PrettyPrinter.format>`
+.. _component_reference:
 
 🧱 Component reference
 ======================
@@ -263,16 +135,6 @@ To build the Flyte docs locally you will need the following prerequisites:
     * - **Purpose**: Standard Library for Shared Components
     * - **Language**: Go
 
-``flytesnacks``
-***************
-
-.. list-table::
-
-    * - `Repo <https://github.com/flyteorg/flytesnacks>`__
-    * - **Purpose**: Examples, Tips, and Tricks to use Flytekit SDKs
-    * - **Language**: Python (In the future, Java examples will be added)
-    * - **Guidelines**: Refer to the `Flytesnacks Contribution Guide <https://docs.flyte.org/en/latest/flytesnacks/contribute.html>`__
-
 ``flytectl``
 ************
 
@@ -706,25 +568,3 @@ You can access this endpoint at:
    # replace with your specific task execution parameters
    http://localhost:30080/api/v1/task_executions/flytesnacks/development/fe92c0a8cbf684ad19a8/n0?limit=10000
 
-
-
-
-
-
-🐞 File an issue
-================
-
-We use `GitHub Issues <https://github.com/flyteorg/flyte/issues>`__ for issue tracking. The following issue types are available for filing an issue:
-
-* `Plugin Request <https://github.com/flyteorg/flyte/issues/new?assignees=&labels=untriaged%2Cplugins&template=backend-plugin-request.md&title=%5BPlugin%5D>`__
-* `Bug Report <https://github.com/flyteorg/flyte/issues/new?assignees=&labels=bug%2C+untriaged&template=bug_report.md&title=%5BBUG%5D+>`__
-* `Documentation Bug/Update Request <https://github.com/flyteorg/flyte/issues/new?assignees=&labels=documentation%2C+untriaged&template=docs_issue.md&title=%5BDocs%5D>`__
-* `Core Feature Request <https://github.com/flyteorg/flyte/issues/new?assignees=&labels=enhancement%2C+untriaged&template=feature_request.md&title=%5BCore+Feature%5D>`__
-* `Flytectl Feature Request <https://github.com/flyteorg/flyte/issues/new?assignees=&labels=enhancement%2C+untriaged%2C+flytectl&template=flytectl_issue.md&title=%5BFlytectl+Feature%5D>`__
-* `Housekeeping <https://github.com/flyteorg/flyte/issues/new?assignees=&labels=housekeeping&template=housekeeping_template.md&title=%5BHousekeeping%5D+>`__
-* `UI Feature Request <https://github.com/flyteorg/flyte/issues/new?assignees=&labels=enhancement%2C+untriaged%2C+ui&template=ui_feature_request.md&title=%5BUI+Feature%5D>`__
-
-If none of the above fit your requirements, file a `blank <https://github.com/flyteorg/flyte/issues/new>`__ issue.
-Also, add relevant labels to your issue. For example, if you are filing a Flytekit plugin request, add the ``flytekit`` label.
-
-For feedback at any point in the contribution process, feel free to reach out to us on `Slack <https://slack.flyte.org/>`__.
diff --git a/docs/community/contribute/contribute_docs.md b/docs/community/contribute/contribute_docs.md
new file mode 100644
index 0000000000..3b5d996abf
--- /dev/null
+++ b/docs/community/contribute/contribute_docs.md
@@ -0,0 +1,59 @@
+(contribute_docs)=
+
+# Contributing documentation
+
+```{eval-rst}
+.. tags:: Contribute, Basic
+```
+
+Whether you're a novice or experienced software engineer, data scientist, or machine learning
+practitioner, we welcome your contributions to the Flyte documentation!
+
+The Flyte documentation comprises the following types:
+
+* **{ref}`User guide <userguide>` documentation:** Conceptual and procedural documentation about using Flyte features to accomplish tasks.
+* **{ref}`Tutorials <tutorials>`:** Longer, more advanced guides that use multiple Flyte features to solve real-world problems. Some tutorials may require extra setup, while others can only run on larger clusters.
+* **{ref}`Integrations examples <integrations>`:** These examples showcase how to use the Flyte plugins that integrate with the broader data and machine learning ecosystem.
+* **{ref}`Deployment documentation <deployment>`:** Guidance on deploying and configuring the Flyte backend.
+* **{doc}`API documentation <../../api/index>`:** flytekit, flytectl, and flyteidl documentation.
+
+For minor edits that don't require a local setup, you can edit the page in GitHub page to propose improvements.
+
+## Contributing to user guide and deployment documentation
+
+To update user guide or deployment documentation, edit the corresponding files in the [flyte repository](https://github.com/flyteorg/flyte/tree/master/docs/user_guide).
+
+### Code in user guide documentation
+
+If you want to include tested, runnable example code in user guide documentation, you will need to add your code to the examples directory of the [flytesnacks repository](https://github.com/flyteorg/flytesnacks). Write your code in regular Python, with regular comments. You can use the `rli` ([remoteliteralinclude](https://github.com/wpilibsuite/sphinxext-remoteliteralinclude/blob/main/README.md)) directive to include snippets of code from your example Python file.
+
+```{important}
+Unlike the comments in tutorials and integrations examples Python files, the comments in user guide Python files in flytesnacks **will not** be transformed into Markdown and processed into HTML for the docs site. All prose documentation for the user guide is contained in the Flyte repo, in the `docs/user_guide` directory.
+```
+
+## Contributing to API documentation
+
+* **flytekit:** See the [flytekit repository](https://github.com/flyteorg/flytekit). Documentation consists of content in submodule `__init__.py` files, `rst` files, and docstrings in classes and methods.
+* **flytectl:** See the [flyte repository](https://github.com/flyteorg/flyte/tree/master/flytectl). Documentation consists of `rst` files in the `flytectl/docs` directory and comments in code files.
+* **flyteidl:** See the [flyte repository](https://github.com/flyteorg/flyte/tree/master/flyteidl). `protoc-gen-doc` is used to generate this documentation from `.proto` files.
+
+## Contributing tutorials and integrations examples
+
+Follow the steps in {ref}`Contributing tutorials or integrations examples <contribute_examples>`.
+
+## Docs formatting
+
+Our documentation contains a mix of Markdown and reStructuredText.
+
+### Markdown
+
+User guide documentation and tutorials and integrations examples uses MyST Markdown. For more information, see the [MyST syntax documentation](https://mystmd.org/guide/syntax-overview). 
+
+### reStructuredText
+
+Deployment and API docs mostly use reStructured Text. For more information, see the [reStructuredText documentation](https://www.sphinx-doc.org/en/master/usage/restructuredtext/basics.html).
+
+### Python objects
+
+You can cross-reference multiple Python modules, functions, classes, methods, and global data in documentations. For more information, see the [Sphinx documentation](https://www.sphinx-doc.org/en/master/usage/restructuredtext/domains.html#cross-referencing-python-objects).
+
diff --git a/docs/community/contribute_docs.md b/docs/community/contribute/contribute_examples.md
similarity index 61%
rename from docs/community/contribute_docs.md
rename to docs/community/contribute/contribute_examples.md
index c54c442ca7..780150309a 100644
--- a/docs/community/contribute_docs.md
+++ b/docs/community/contribute/contribute_examples.md
@@ -1,52 +1,14 @@
-(contribute_docs)=
-
-# Contributing documentation
-
-```{eval-rst}
-.. tags:: Contribute, Basic
-```
-
-Whether you're a novice or experienced software engineer, data scientist, or machine learning
-practitioner, we welcome your contributions to the Flyte documentation!
-
-The Flyte documentation comprises the following types:
-
-* **{ref}`User guide <userguide>` documentation:** Conceptual and procedural documentation about using Flyte features to accomplish tasks.
-* **API documentation:**
-  * {doc}`flytekit <../api/flytekit/docs_index>`
-  * {doc}`flytectl <../api/flytectl/docs_index>`
-  * {doc}`flyteidl <../api/flyteidl/docs_index>`
-* **{ref}`Tutorials <tutorials>`:** Longer, more advanced guides that use multiple Flyte features to solve real-world problems. Some tutorials may require extra setup, while others can only run on larger clusters.
-* **{ref}`Integrations examples <integrations>`:** These examples showcase how to use the Flyte plugins that integrate with the broader data and machine learning ecosystem.
-* **{ref}`Deployment documentation <deployment>`:** Guidance on deploying and configuring the Flyte backend.
-
-## Contributing to user guide and deployment documentation
-
-To update user guide or deployment documentation, edit the corresponding files in the [flyte repository](https://github.com/flyteorg/flyte/tree/master/docs/user_guide).
-
-### Code in user guide documentation
-
-If you want to include tested, runnable example code in user guide documentation, follow the steps below to add your code to the [flytesnacks repository](https://github.com/flyteorg/flytesnacks). Write your code in regular Python, with regular comments. These comments **will not** be extracted from the Python file and turned into user-facing documentation. You can use the `rli` ([remoteliteralinclude](https://github.com/wpilibsuite/sphinxext-remoteliteralinclude/blob/main/README.md)) directive to include snippets of code from your example Python file.
-
-## Contributing to API documentation
-
-* **flytekit:** See the [flytekit repository](https://github.com/flyteorg/flytekit). Documentation consists of content in submodule `__init__.py` files, `rst` files, and docstrings in classes and methods.
-* **flytectl:** See the [flyte repository](https://github.com/flyteorg/flyte/tree/master/flytectl). Documentation consists of `rst` files in the `flytectl/docs` directory and comments in code files.
-* **flyteidl:** See the [flyte repository](https://github.com/flyteorg/flyte/tree/master/flyteidl).
-
-## Contributing tutorials and integrations examples
+(contribute_examples)=
+# Contribute tutorials or integrations examples
 
 The first step to contributing a tutorial or integration example is to open a
 [documentation issue](https://github.com/flyteorg/flyte/issues/new?assignees=&labels=documentation%2Cuntriaged&template=docs_issue.yaml&title=%5BDocs%5D+) to describe the example you want to write. The Flyte maintainers will help you figure out where your tutorial or integration example would best fit.
 
-### Creating a tutorial or integration example
-
 :::{admonition} Prerequisites
 Follow the {ref}`env_setup` guide to get your development environment ready.
 :::
 
-The `flytesnacks` repo examples live in the `examples` directory, where each
-subdirectory contains a self-contained example project that covers a particular tutorial or integration. There are also subdirectories that contain the code included in the user guide via the `rli` (remoteliteralinclude) directive.
+The tutorials and integrations examples live in the `examples` directory of the [flytesnacks repo](https://github.com/flyteorg/flytesnacks), where each subdirectory contains a self-contained example project that covers a particular tutorial or integration. There are also subdirectories that contain the code included in the user guide via the `rli` (remoteliteralinclude) directive.
 
 ```{code-block} bash
 examples
@@ -59,7 +21,7 @@ examples
 ...
 ```
 
-#### Adding an example script to an existing project
+## Adding an example script to an existing project
 
 If you're adding a new example to an existing project, you can simply create a
 new `.py` file in the appropriate directory. For example, if you want to add a new
@@ -81,7 +43,7 @@ my_new_example
 
 If you are creating a new user guide example, you can reference the code in the user guide documentation using the `rli` (remoteliteralinclude) directive. You do not need to add the new example to the `README.md` file of the example project.
 
-#### Creating a new example project
+## Creating a new example project
 
 ````{important}
 If you're creating a new tutorial or integration example
@@ -91,7 +53,7 @@ new example project.
 In the `flytesnacks` root directory, run the following command to create an example project:
 
 ```{prompt} bash
-./scripts/create-example-project new_example_project
+./scripts/create-example-project.sh new_example_project
 ```
 
 This will create a new directory under `examples`:
@@ -103,15 +65,14 @@ examples/new_example_project
 ├── new_example_project
 │   ├── __init__.py
 │   └── example.py
-├── requirements.in
-└── requirements.txt
+└── requirements.in
 ```
 
 ````
 
-#### Creating Python examples
+## Creating Python examples
 
-##### Tutorial or integration examples
+### Tutorial or integration examples
 
 If you are writing a tutorial or integration example, write your example Python script in [percent format](https://jupytext.readthedocs.io/en/latest/formats.html#the-percent-format),
 which allows you to interleave Python code and Markdown in the same file. Each
@@ -137,7 +98,7 @@ giving you the utilities of Sphinx. `flytesnacks` uses the
 [jupytext](https://github.com/mwouts/jupytext) packages to interpret the
 Python files as rst-compatible files.
 
-#### Writing examples: explain what the code does
+## Writing examples: explain what the code does
 
 Following the [literate programming](https://en.wikipedia.org/wiki/Literate_programming) paradigm, make sure to
 interleave explanations in the `*.py` files containing the code example.
@@ -158,7 +119,7 @@ argument. Can you think of a better name for this `function`?
 
 Explanations don't have to be this detailed for such a simple example, but you can imagine how this makes for a better reading experience for more complicated examples.
 
-#### Creating examples in other formats
+## Creating examples in other formats
 
 Writing examples in `.py` files is preferred since they are easily tested and
 packaged, but `flytesnacks` also supports examples written in `.ipynb` and
@@ -170,9 +131,11 @@ packaged, but `flytesnacks` also supports examples written in `.ipynb` and
 - `.md`: When a piece of documentation doesn't require testable or packaged
   flyte tasks/workflows, an example page can be written as a MyST Markdown file.
 
-**Note:** If you want to add Markdown files to a user guide example project, add them to the [flyte repository](https://github.com/flyteorg/flyte/tree/master/docs/user_guide) instead.
+```{note}
+If you want to add Markdown files to a user guide example project, add them to the [flyte repository](https://github.com/flyteorg/flyte/tree/master/docs/user_guide) instead.
+```
 
-### Writing a README
+## Writing a README
 
 The `README.md` file needs to capture the _what_, _why_, and _how_ of the example.
 
@@ -199,13 +162,17 @@ be the names of the `.ipynb` or `.md` files (but without the file extension).
 Refer to any subdirectory in the `examples` directory
 :::
 
-### Test your code
+## Test your code
+
+If the example code can be run locally, you can use `pyflyte run` to test it:
 
-If the example code can be run locally, just use `python <my_file>.py` to run it.
+```{prompt} bash
+pyflyte run <python_file>.py <task_or_workflow_name> --<arg1> <arg1_value> --<arg2> <arg2_value> ...
+```
 
-#### Testing on a cluster
+### Testing on a cluster
 
-Install {doc}`flytectl <flytectl:index>`, the commandline interface for flyte.
+Install {doc}`flytectl <flytectl:index>`, the command line interface for flyte.
 
 :::{note}
 Learn more about installation and configuration of Flytectl [here](https://docs.flyte.org/en/latest/flytectl/docs_index.html).
@@ -219,39 +186,34 @@ flytectl demo start
 
 #### Testing the `basics` project examples on a local demo cluster
 
-In this example, we'll build the `basics` project:
+In this example, we'll build the `basics` project.
+
+Change to the basics directory:
 
 ```{prompt} bash
 # from flytesnacks root directory
 cd examples/basics
 ```
 
-Build the container:
+Build and push the container to the local Docker registry provided by the demo cluster:
 
 ```{prompt} bash
-docker build . --tag "basics:v1" -f Dockerfile
+docker build . --tag "localhost:30000/basics:v1" -f Dockerfile --push
 ```
 
-Package the examples by running:
+Run a workflow in the local demo cluster by specifying the `--image` flag
+and passing the `--remote` flag:
 
 ```{prompt} bash
-pyflyte --pkgs basics package --image basics:v1 -f
-```
-
-Register the examples by running
-
-```{prompt} bash
-flytectl register files \
-   -p flytesnacks \
-   -d development \
-   --archive flyte-package.tgz \
-   --version v1
+pyflyte run --remote \
+  --image localhost:30000/basics:v1 \
+  basics/hello_world.py hello_world_wf
 ```
 
 Visit `https://localhost:30081/console` to view the Flyte console, which consists
 of the examples present in the `flytesnacks/core` directory.
 
-#### Updating dependencies
+## Updating dependencies
 
 :::{admonition} Prerequisites
 Install [pip-tools](https://pypi.org/project/pip-tools/) in your development
@@ -263,32 +225,33 @@ pip install pip-tools
 
 :::
 
-If you've updated the dependencies of the project, update the `requirements.txt`
-file by running:
+If the project uses pinned dependencies in a `requirements.in` file, run the `pip-compile` command to create a new pinned `requirements.txt` file:
 
 ```{prompt} bash
 pip-compile requirements.in --upgrade --verbose --resolver=backtracking
 ```
 
-#### Rebuild the image
+## Rebuild the image
 
-If you've updated the source code or dependencies of the project, and rebuild
+If you've updated the source code or dependencies of the project, rebuild
 the image with:
 
 ```{prompt} bash
-docker build . --tag "basics:v2" -f core/Dockerfile
-pyflyte --pkgs basics package --image basics:v2 -f
-flytectl register files \
-    -p flytesnacks \
-    -d development \
-    --archive flyte-package.tgz \
-    --version v2
+docker build . --tag "localhost:30000/basics:v2" -f Dockerfile --push
+```
+
+Next, run the workflow again with the new image:
+
+```{prompt} bash
+pyflyte run --remote \
+  --image localhost:30000/basics:v2 \
+  basics/hello_world.py hello_world_wf
 ```
 
 Refer to {ref}`this guide <getting_started_package_register>`
-if the code in itself is updated and requirements.txt is the same.
+if the code itself is updated and requirements.txt is the same.
 
-### Pre-commit hooks
+## Pre-commit hooks
 
 We use [pre-commit](https://pre-commit.com/) to automate linting and code formatting on every commit.
 Configured hooks include [ruff](https://github.com/astral-sh/ruff) to ensure newlines are added to the end of files, and there is proper spacing in files.
@@ -297,7 +260,7 @@ We run all those hooks in CI, but if you want to run them locally on every commi
 installing the dev environment requirements. In case you want to disable `pre-commit` hooks locally, run
 `pre-commit uninstall`. More info [here](https://pre-commit.com/).
 
-#### Formatting
+### Formatting
 
 We use [ruff](https://github.com/astral-sh/ruff) to autoformat code. They
 are configured as git hooks in `pre-commit`. Run `make fmt` to format your code.
@@ -307,37 +270,41 @@ are configured as git hooks in `pre-commit`. Run `make fmt` to format your code.
 We use [codespell](https://github.com/codespell-project/codespell) to catch common misspellings. Run
 `make spellcheck` to spell-check the changes.
 
-### Update documentation pages
+## Update tutorials and integrations examples documentation pages
 
-The `docs/conf.py` contains the Sphinx configuration for building the
-`flytesnacks` documentation.
+The `docs/conf.py` file in the flytesnacks repository contains the Sphinx configuration for building the `flytesnacks` documentation.
 
 At build time, the `flytesnacks` Sphinx build system will convert the tutorials and integrations examples in the `examples` directory into `docs/auto_examples` and make them available in the documentation.
 
 ::::{important}
 
-The docs build system will convert the `README.md` files in each tutorials and example integration project
-project into a `index.md` file, so you can reference the root page of each
-example project, e.g., in MyST Markdown format, you can write a table-of-contents
-directive like so:
+The docs build system will convert the `README.md` files in each tutorial and example integration project into an `index.md` file, allowing you to reference the root page of each
+example project in MyST Markdown format.
+
+::::
+
+If you've created a new tutorial or integration example project, you'll need to add its `index` page
+to the table of contents in `docs/tutorials/index.md` or `docs/integrations/index.md` and update the appropriate `list-table` directive in the file to make sure the example shows up in the documentation:
 
 :::{code-block}
 
+```{list-table}
+:header-rows: 0
+:widths: 20 30
+
+* - {doc}`Airflow agent </auto_examples/airflow_agent/index>`
+  - Run Airflow jobs in your workflows with the Airflow agent.
+  ...
+```
+
+...
+
 ```{toc}
 /auto_examples/bigquery_agent/index
 ```
 
 :::
 
-::::
-
-If you've created a new tutorial or integration example project, you'll need to add its `index` page
-to the table of contents in `docs/index.md` to make sure the project
-shows up in the documentation. Additionally, you'll need to update the appropriate
-`list-table` directive in `docs/tutorials/index.md`, or
-`docs/integrations/index.md` so that it shows up in the respective section of the
-documentation.
-
 ### Build the documentation locally
 
 Verify that the code and documentation look as expected:
@@ -355,10 +322,8 @@ Verify that the code and documentation look as expected:
 
 ### Create a pull request
 
-Create the pull request in the flytesnacks repository, then ensure that the docs are rendered correctly by clicking on the documentation check.
+Create the pull request in the flytesnacks repository, then ensure that the docs are rendered correctly by clicking on the documentation check:
 
 ```{image} https://github.com/user-attachments/assets/581330cc-c9ab-418d-a9ae-bb3c346603ba
 :alt: Docs link in a PR
 ```
-
-You can refer to [this PR](https://github.com/flyteorg/flytesnacks/pull/332) for the exact changes required.
\ No newline at end of file
diff --git a/docs/community/contribute/index.rst b/docs/community/contribute/index.rst
new file mode 100644
index 0000000000..eb13f5d73f
--- /dev/null
+++ b/docs/community/contribute/index.rst
@@ -0,0 +1,64 @@
+.. _contribute_Flyte:
+
+#####################
+Contributing to Flyte
+#####################
+
+.. tags:: Contribute, Basic
+
+Thank you for taking the time to contribute to Flyte!
+Please read our `Code of Conduct <https://lfprojects.org/policies/code-of-conduct/>`__ before contributing to Flyte.
+
+Here are some guidelines for you to follow, which will make your first and follow-up contributions easier.
+
+TL;DR: Find the repo-specific contribution guidelines in the :ref:`Component Reference <component_reference>` section.
+
+💻 Becoming a contributor
+=========================
+
+An issue tagged with `good first issue <https://github.com/flyteorg/flyte/labels/good%20first%20issue>`__ is the best place to start for first-time contributors.
+
+**Appetizer for every repo: Fork and clone the concerned repository. Create a new branch on your fork and make the required changes. Create a pull request once your work is ready for review.**
+
+.. note::
+    To open a pull request, refer to `GitHub's guide <https://guides.github.com/activities/forking/>`__ for detailed instructions.
+
+Example PR for your reference: `GitHub PR <https://github.com/flyteorg/flytepropeller/pull/242>`__.
+A couple of checks are introduced to help maintain the robustness of the project.
+
+#. To get through DCO, sign off on every commit (`Reference <https://github.com/src-d/guide/blob/master/developer-community/fix-DCO.md>`__)
+#. To improve code coverage, write unit tests to test your code
+#. Make sure all the tests pass. If you face any issues, please let us know
+
+On a side note, format your Go code with ``golangci-lint`` followed by ``goimports`` (use ``make lint`` and ``make goimports``), and Python code with ``black`` and ``isort`` (use ``make fmt``).
+If make targets are not available, you can manually format the code.
+Refer to `Effective Go <https://golang.org/doc/effective_go>`__, `Black <https://github.com/psf/black>`__, and `Isort <https://github.com/PyCQA/isort>`__ for full coding standards.
+
+As you become more involved with the project, you may be able to be added as a contributor to the repos you're working on,
+but there is a medium term effort to move all development to forks.
+
+🐞 File an issue
+================
+
+We use `GitHub Issues <https://github.com/flyteorg/flyte/issues>`__ for issue tracking. The following issue types are available for filing an issue:
+
+* `Plugin Request <https://github.com/flyteorg/flyte/issues/new?assignees=&labels=untriaged%2Cplugins&template=backend-plugin-request.md&title=%5BPlugin%5D>`__
+* `Bug Report <https://github.com/flyteorg/flyte/issues/new?assignees=&labels=bug%2C+untriaged&template=bug_report.md&title=%5BBUG%5D+>`__
+* `Documentation Bug/Update Request <https://github.com/flyteorg/flyte/issues/new?assignees=&labels=documentation%2C+untriaged&template=docs_issue.md&title=%5BDocs%5D>`__
+* `Core Feature Request <https://github.com/flyteorg/flyte/issues/new?assignees=&labels=enhancement%2C+untriaged&template=feature_request.md&title=%5BCore+Feature%5D>`__
+* `Flytectl Feature Request <https://github.com/flyteorg/flyte/issues/new?assignees=&labels=enhancement%2C+untriaged%2C+flytectl&template=flytectl_issue.md&title=%5BFlytectl+Feature%5D>`__
+* `Housekeeping <https://github.com/flyteorg/flyte/issues/new?assignees=&labels=housekeeping&template=housekeeping_template.md&title=%5BHousekeeping%5D+>`__
+* `UI Feature Request <https://github.com/flyteorg/flyte/issues/new?assignees=&labels=enhancement%2C+untriaged%2C+ui&template=ui_feature_request.md&title=%5BUI+Feature%5D>`__
+
+If none of the above fit your requirements, file a `blank <https://github.com/flyteorg/flyte/issues/new>`__ issue.
+Also, add relevant labels to your issue. For example, if you are filing a Flytekit plugin request, add the ``flytekit`` label.
+
+For feedback at any point in the contribution process, feel free to reach out to us on `Slack <https://slack.flyte.org/>`__.
+
+.. toctree::
+    :maxdepth: 1
+    :hidden:
+
+    Contributing code <contribute_code>
+    Contributing docs <contribute_docs>
+    Contributing tutorials or integrations examples <contribute_examples>
\ No newline at end of file
diff --git a/docs/community/index.rst b/docs/community/index.rst
index dc95f5c0e7..2e1e740c98 100644
--- a/docs/community/index.rst
+++ b/docs/community/index.rst
@@ -30,7 +30,7 @@ Please join us on:
 Open Source Community Meeting 
 -----------------------------
 
-When: every other Tuesday, 9:00 AM Pacific Time.
+When: Every other Thursday, 11:00 AM Pacific Time.
 You're welcome to join and learn from other community members sharing their experiences with Flyte or any other technology from the AI ecosystem.
 Check out the event details and add it to your `calendar <https://www.addevent.com/event/EA7823958>`_, or just pop in! 
 
@@ -106,8 +106,7 @@ Messages that don't follow these rules will be deleted.
     :maxdepth: 1
     :hidden:
 
-    Contributing to Flyte <contribute>
-    Contributing documentation <contribute_docs.rst>
+    Contributing to Flyte <contribute/index>
     Roadmap <roadmap>
     Frequently asked questions <https://github.com/flyteorg/flyte/discussions/categories/q-a>
     Troubleshooting guide <troubleshoot>
diff --git a/docs/conf.py b/docs/conf.py
index 9a8bbcaf0d..316acc60be 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -157,7 +157,8 @@
     "flyte_fundamentals/visualizing_task_input_and_output": "../user_guide/flyte_fundamentals/visualizing_task_input_and_output.html",
 
     # flytesnacks
-    "flytesnacks/contribute": "../community/contribute_docs.html",
+    "flytesnacks/contribute": "../community/contribute/contribute_docs.html",
+    "community/contribute": "community/contribute/contribute_code.html",
     "flytesnacks/integrations": "../flytesnacks/integrations/index.html",
     "flytesnacks/tutorials": "../flytesnacks/tutorials.html",
 
diff --git a/docs/user_guide/flyte_agents/developing_agents.md b/docs/user_guide/flyte_agents/developing_agents.md
index ea0d082c05..f76c662fa0 100644
--- a/docs/user_guide/flyte_agents/developing_agents.md
+++ b/docs/user_guide/flyte_agents/developing_agents.md
@@ -15,7 +15,7 @@ If you need to create a new type of task, we recommend creating a new agent to r
 
 ```{note}
 
-We strongly encourage you to contribute your agent to the Flyte community. To do so, follow the steps in "[Contributing to Flyte](https://docs.flyte.org/en/latest/community/contribute.html)" to add your agent to [Flytekit](https://github.com/flyteorg/flytekit/tree/master/plugins) and [create an example](https://docs.flyte.org/en/latest/flytesnacks/contribute.html) of your agent for the [Integrations](https://docs.flyte.org/en/latest/flytesnacks/integrations.html) documentation. If you have any questions, reach out to us on [Slack](https://docs.flyte.org/en/latest/community/contribute.html#).
+We strongly encourage you to contribute your agent to the Flyte community. To do so, follow the steps in the [Flytekit contribution guide](https://docs.flyte.org/en/latest/api/flytekit/contributing.html) to add your agent to [Flytekit](https://github.com/flyteorg/flytekit/tree/master/plugins) and [create an example](https://docs.flyte.org/en/latest/flytesnacks/contribute.html) of your agent for the [Integrations](https://docs.flyte.org/en/latest/flytesnacks/integrations/index.html) documentation. If you have any questions, reach out to us on [Slack](https://docs.flyte.org/en/latest/community/contribute.html#).
 
 ```
 
diff --git a/docs/user_guide/index.md b/docs/user_guide/index.md
index ae439c8760..5fd92c86c4 100644
--- a/docs/user_guide/index.md
+++ b/docs/user_guide/index.md
@@ -26,7 +26,7 @@ To learn about how to spin up and manage a Flyte cluster in the cloud, see the
 ```
 
 ```{note}
-Want to contribute or update an example? Check out the {doc}`Contribution Guide <../community/contribute_docs>`.
+Want to contribute or update an example? Check out the {ref}`Contribution Guide <contribute_docs>`.
 ```
 
 ## Table of contents

From 352332688358b2fb66ca93bc022916c4ad46cf94 Mon Sep 17 00:00:00 2001
From: Raghav Mangla <97332401+RaghavMangla@users.noreply.github.com>
Date: Tue, 15 Oct 2024 07:13:57 +0530
Subject: [PATCH 3/9] Update schedules.md (#5826)

delete documentation related to AWS scheduler configuration, as the flyte native scheduler should just work.

reference slack thread: https://discuss.flyte.org/t/15852550/hi-team-i-have-created-a-simple-test-flyte-scheduler-using-b#929e7edd-c801-4dbb-bdbf-61cb36903727

Signed-off-by: Raghav Mangla <97332401+RaghavMangla@users.noreply.github.com>
---
 docs/user_guide/productionizing/schedules.md | 66 --------------------
 1 file changed, 66 deletions(-)

diff --git a/docs/user_guide/productionizing/schedules.md b/docs/user_guide/productionizing/schedules.md
index 1b72fd8bec..fa0a6eedb0 100644
--- a/docs/user_guide/productionizing/schedules.md
+++ b/docs/user_guide/productionizing/schedules.md
@@ -85,70 +85,4 @@ You can [archive/deactivate the launch plan](https://docs.flyte.org/projects/fly
 flytectl update launchplan -p flyteexamples -d development {{ name_of_lp }} --version <foo> --archive
 ```
 
-## Platform configuration changes for AWS scheduler
-
-The Scheduling feature can be run using the Flyte native scheduler which comes with Flyte. If you intend to use the AWS scheduler then it requires additional infrastructure to run, so these will have to be created and configured. The following sections are only required if you use the AWS scheme for the scheduler. You can still run the Flyte native scheduler on AWS.
-
-### Setting up scheduled workflows
-
-To run workflow executions based on user-specified schedules, you'll need to fill out the top-level `scheduler` portion of the flyteadmin application configuration.
-
-In particular, you'll need to configure the two components responsible for scheduling workflows and processing schedule event triggers.
-
-:::{note}
-This functionality is currently only supported for AWS installs.
-:::
-
-#### Event scheduler
-
-To schedule workflow executions, you'll need to set up an [AWS SQS](https://aws.amazon.com/sqs/) queue. A standard-type queue should suffice. The flyteadmin event scheduler creates [AWS CloudWatch](https://docs.aws.amazon.com/AmazonCloudWatch/latest/events/Create-CloudWatch-Events-Scheduled-Rule.html) event rules that invoke your SQS queue as a target.
-
-With that in mind, let's take a look at an example `eventScheduler` config section and dive into what each value represents:
-
-```bash
-scheduler:
-  eventScheduler:
-    scheme: "aws"
-    region: "us-east-1"
-    scheduleRole: "arn:aws:iam::{{ YOUR ACCOUNT ID }}:role/{{ ROLE }}"
-    targetName: "arn:aws:sqs:us-east-1:{{ YOUR ACCOUNT ID }}:{{ YOUR QUEUE NAME }}"
-    scheduleNamePrefix: "flyte"
-```
-
-- **scheme**: in this case because AWS is the only cloud back-end supported for scheduling workflows, only `"aws"` is a valid value. By default, the no-op scheduler is used.
-- **region**: this specifies which region initialized AWS clients should use when creating CloudWatch rules.
-- **scheduleRole** This is the IAM role ARN with permissions set to `Allow`
-  : - `events:PutRule`
-    - `events:PutTargets`
-    - `events:DeleteRule`
-    - `events:RemoveTargets`
-- **targetName** this is the ARN for the SQS Queue you've allocated to scheduling workflows.
-- **scheduleNamePrefix** this is an entirely optional prefix used when creating schedule rules. Because of AWS naming length restrictions, scheduled rules are a random hash and having a shared prefix makes these names more readable and indicates who generated the rules.
-
-#### Workflow executor
-
-Scheduled events which trigger need to be handled by the workflow executor, which subscribes to triggered events from the SQS queue configured above.
-
-:::{NOTE}
-Failure to configure a workflow executor will result in all your scheduled events piling up silently without ever kicking off workflow executions.
-:::
-
-Again, let's break down a sample config:
-
-```bash
-scheduler:
-  eventScheduler:
-    ...
-  workflowExecutor:
-    scheme: "aws"
-    region: "us-east-1"
-    scheduleQueueName: "{{ YOUR QUEUE NAME }}"
-    accountId: "{{ YOUR ACCOUNT ID }}"
-```
-
-- **scheme**: in this case because AWS is the only cloud back-end supported for executing scheduled workflows, only `"aws"` is a valid value. By default, the no-op executor is used and in case of sandbox we use `"local"` scheme which uses the Flyte native scheduler.
-- **region**: this specifies which region AWS clients should use when creating an SQS subscriber client.
-- **scheduleQueueName**: this is the name of the SQS Queue you've allocated to scheduling workflows.
-- **accountId**: Your AWS [account id](https://docs.aws.amazon.com/IAM/latest/UserGuide/console_account-alias.html#FindingYourAWSId).
-
 [flytesnacks]: https://github.com/flyteorg/flytesnacks/tree/master/examples/productionizing/

From db23c3fd9f84873f51370816c66535561455fe2c Mon Sep 17 00:00:00 2001
From: Future-Outlier <eric901201@gmail.com>
Date: Tue, 15 Oct 2024 14:05:07 +0800
Subject: [PATCH 4/9] [flytectl] Use Protobuf Struct as dataclass Input for
 backward compatibility (#5840)

Signed-off-by: Future-Outlier <eric901201@gmail.com>
---
 flyteadmin/go.mod                             |  1 -
 flytecopilot/go.mod                           |  1 -
 flytecopilot/go.sum                           |  2 -
 .../go/coreutils/extract_literal_test.go      | 28 +++++++
 flyteidl/clients/go/coreutils/literals.go     | 34 ++------
 .../clients/go/coreutils/literals_test.go     | 77 +++++--------------
 flyteidl/go.mod                               |  1 -
 flyteidl/go.sum                               |  2 -
 flyteplugins/go.mod                           |  1 -
 flyteplugins/go.sum                           |  2 -
 10 files changed, 54 insertions(+), 95 deletions(-)

diff --git a/flyteadmin/go.mod b/flyteadmin/go.mod
index 25340ec208..852082add9 100644
--- a/flyteadmin/go.mod
+++ b/flyteadmin/go.mod
@@ -166,7 +166,6 @@ require (
 	github.com/prometheus/procfs v0.10.1 // indirect
 	github.com/rcrowley/go-metrics v0.0.0-20200313005456-10cdbea86bc0 // indirect
 	github.com/sendgrid/rest v2.6.9+incompatible // indirect
-	github.com/shamaton/msgpack/v2 v2.2.2 // indirect
 	github.com/sirupsen/logrus v1.9.3 // indirect
 	github.com/spf13/afero v1.8.2 // indirect
 	github.com/spf13/cast v1.4.1 // indirect
diff --git a/flytecopilot/go.mod b/flytecopilot/go.mod
index f14e7fdef1..ba5f8fa6d5 100644
--- a/flytecopilot/go.mod
+++ b/flytecopilot/go.mod
@@ -83,7 +83,6 @@ require (
 	github.com/prometheus/client_model v0.4.0 // indirect
 	github.com/prometheus/common v0.44.0 // indirect
 	github.com/prometheus/procfs v0.10.1 // indirect
-	github.com/shamaton/msgpack/v2 v2.2.2 // indirect
 	github.com/sirupsen/logrus v1.9.3 // indirect
 	github.com/spf13/afero v1.8.2 // indirect
 	github.com/spf13/cast v1.4.1 // indirect
diff --git a/flytecopilot/go.sum b/flytecopilot/go.sum
index 6294fe32f3..9fc4e35767 100644
--- a/flytecopilot/go.sum
+++ b/flytecopilot/go.sum
@@ -311,8 +311,6 @@ github.com/rogpeppe/go-internal v1.3.0/go.mod h1:M8bDsm7K2OlrFYOpmOWEs/qY81heoFR
 github.com/rogpeppe/go-internal v1.12.0 h1:exVL4IDcn6na9z1rAb56Vxr+CgyK3nn3O+epU5NdKM8=
 github.com/rogpeppe/go-internal v1.12.0/go.mod h1:E+RYuTGaKKdloAfM02xzb0FW3Paa99yedzYV+kq4uf4=
 github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM=
-github.com/shamaton/msgpack/v2 v2.2.2 h1:GOIg0c9LV04VwzOOqZSrmsv/JzjNOOMxnS/HvOHGdgs=
-github.com/shamaton/msgpack/v2 v2.2.2/go.mod h1:6khjYnkx73f7VQU7wjcFS9DFjs+59naVWJv1TB7qdOI=
 github.com/sirupsen/logrus v1.9.3 h1:dueUQJ1C2q9oE3F7wvmSGAaVtTmUizReu6fjN8uqzbQ=
 github.com/sirupsen/logrus v1.9.3/go.mod h1:naHLuLoDiP4jHNo9R0sCBMtWGeIprob74mVsIT4qYEQ=
 github.com/spaolacci/murmur3 v0.0.0-20180118202830-f09979ecbc72 h1:qLC7fQah7D6K1B0ujays3HV9gkFtllcxhzImRR7ArPQ=
diff --git a/flyteidl/clients/go/coreutils/extract_literal_test.go b/flyteidl/clients/go/coreutils/extract_literal_test.go
index 67e27fb74f..66b20439c2 100644
--- a/flyteidl/clients/go/coreutils/extract_literal_test.go
+++ b/flyteidl/clients/go/coreutils/extract_literal_test.go
@@ -124,6 +124,34 @@ func TestFetchLiteral(t *testing.T) {
 		assert.Nil(t, err)
 	})
 
+	t.Run("Generic", func(t *testing.T) {
+		literalVal := map[string]interface{}{
+			"x": 1,
+			"y": "ystringvalue",
+		}
+		var literalType = &core.LiteralType{Type: &core.LiteralType_Simple{Simple: core.SimpleType_STRUCT}}
+		lit, err := MakeLiteralForType(literalType, literalVal)
+		assert.NoError(t, err)
+		extractedLiteralVal, err := ExtractFromLiteral(lit)
+		assert.NoError(t, err)
+		fieldsMap := map[string]*structpb.Value{
+			"x": {
+				Kind: &structpb.Value_NumberValue{NumberValue: 1},
+			},
+			"y": {
+				Kind: &structpb.Value_StringValue{StringValue: "ystringvalue"},
+			},
+		}
+		expectedStructVal := &structpb.Struct{
+			Fields: fieldsMap,
+		}
+		extractedStructValue := extractedLiteralVal.(*structpb.Struct)
+		assert.Equal(t, len(expectedStructVal.Fields), len(extractedStructValue.Fields))
+		for key, val := range expectedStructVal.Fields {
+			assert.Equal(t, val.Kind, extractedStructValue.Fields[key].Kind)
+		}
+	})
+
 	t.Run("Generic Passed As String", func(t *testing.T) {
 		literalVal := "{\"x\": 1,\"y\": \"ystringvalue\"}"
 		var literalType = &core.LiteralType{Type: &core.LiteralType_Simple{Simple: core.SimpleType_STRUCT}}
diff --git a/flyteidl/clients/go/coreutils/literals.go b/flyteidl/clients/go/coreutils/literals.go
index c0244c5190..2bb789b423 100644
--- a/flyteidl/clients/go/coreutils/literals.go
+++ b/flyteidl/clients/go/coreutils/literals.go
@@ -2,6 +2,7 @@
 package coreutils
 
 import (
+	"encoding/json"
 	"fmt"
 	"math"
 	"reflect"
@@ -9,14 +10,12 @@ import (
 	"strings"
 	"time"
 
+	"github.com/flyteorg/flyte/flyteidl/gen/pb-go/flyteidl/core"
+	"github.com/flyteorg/flyte/flytestdlib/storage"
 	"github.com/golang/protobuf/jsonpb"
 	"github.com/golang/protobuf/ptypes"
 	structpb "github.com/golang/protobuf/ptypes/struct"
 	"github.com/pkg/errors"
-	"github.com/shamaton/msgpack/v2"
-
-	"github.com/flyteorg/flyte/flyteidl/gen/pb-go/flyteidl/core"
-	"github.com/flyteorg/flyte/flytestdlib/storage"
 )
 
 const MESSAGEPACK = "msgpack"
@@ -562,35 +561,12 @@ func MakeLiteralForType(t *core.LiteralType, v interface{}) (*core.Literal, erro
 			strValue = fmt.Sprintf("%.0f", math.Trunc(f))
 		}
 		if newT.Simple == core.SimpleType_STRUCT {
-			// If the type is a STRUCT, we expect the input to be a complex object
-			// like the following example:
-			// inputs:
-			//   dc:
-			//     a: 1
-			//     b: 3.14
-			//     c: "example_string"
-			// Instead of storing it directly as a structured value, we will serialize
-			// the input object using MsgPack and return it as a binary IDL object.
-
-			// If the value is not already a string (meaning it's not already serialized),
-			// proceed with serialization.
 			if _, isValueStringType := v.(string); !isValueStringType {
-				byteValue, err := msgpack.Marshal(v)
+				byteValue, err := json.Marshal(v)
 				if err != nil {
 					return nil, fmt.Errorf("unable to marshal to json string for struct value %v", v)
 				}
-				return &core.Literal{
-					Value: &core.Literal_Scalar{
-						Scalar: &core.Scalar{
-							Value: &core.Scalar_Binary{
-								Binary: &core.Binary{
-									Value: byteValue,
-									Tag:   MESSAGEPACK,
-								},
-							},
-						},
-					},
-				}, nil
+				strValue = string(byteValue)
 			}
 		}
 		lv, err := MakeLiteralForSimpleType(newT.Simple, strValue)
diff --git a/flyteidl/clients/go/coreutils/literals_test.go b/flyteidl/clients/go/coreutils/literals_test.go
index 009703bc1c..3b5daf4b27 100644
--- a/flyteidl/clients/go/coreutils/literals_test.go
+++ b/flyteidl/clients/go/coreutils/literals_test.go
@@ -14,7 +14,6 @@ import (
 	"github.com/golang/protobuf/ptypes"
 	structpb "github.com/golang/protobuf/ptypes/struct"
 	"github.com/pkg/errors"
-	"github.com/shamaton/msgpack/v2"
 	"github.com/stretchr/testify/assert"
 
 	"github.com/flyteorg/flyte/flyteidl/gen/pb-go/flyteidl/core"
@@ -455,66 +454,32 @@ func TestMakeLiteralForType(t *testing.T) {
 		assert.Equal(t, expectedVal, actualVal)
 	})
 
-	t.Run("SimpleBinary", func(t *testing.T) {
-		// We compare the deserialized values instead of the raw msgpack bytes because Go does not guarantee the order
-		// of map keys during serialization. This means that while the serialized bytes may differ, the deserialized
-		// values should be logically equivalent.
-
-		var literalType = &core.LiteralType{Type: &core.LiteralType_Simple{Simple: core.SimpleType_STRUCT}}
-		v := map[string]interface{}{
-			"a": int64(1),
-			"b": 3.14,
-			"c": "example_string",
-			"d": map[string]interface{}{
-				"1": int64(100),
-				"2": int64(200),
-			},
-			"e": map[string]interface{}{
-				"a": int64(1),
-				"b": 3.14,
-			},
-			"f": []string{"a", "b", "c"},
+	t.Run("Generic", func(t *testing.T) {
+		literalVal := map[string]interface{}{
+			"x": 1,
+			"y": "ystringvalue",
 		}
-
-		val, err := MakeLiteralForType(literalType, v)
+		var literalType = &core.LiteralType{Type: &core.LiteralType_Simple{Simple: core.SimpleType_STRUCT}}
+		lit, err := MakeLiteralForType(literalType, literalVal)
 		assert.NoError(t, err)
-
-		msgpackBytes, err := msgpack.Marshal(v)
+		extractedLiteralVal, err := ExtractFromLiteral(lit)
 		assert.NoError(t, err)
-
-		literalVal := &core.Literal{
-			Value: &core.Literal_Scalar{
-				Scalar: &core.Scalar{
-					Value: &core.Scalar_Binary{
-						Binary: &core.Binary{
-							Value: msgpackBytes,
-							Tag:   MESSAGEPACK,
-						},
-					},
-				},
+		fieldsMap := map[string]*structpb.Value{
+			"x": {
+				Kind: &structpb.Value_NumberValue{NumberValue: 1},
+			},
+			"y": {
+				Kind: &structpb.Value_StringValue{StringValue: "ystringvalue"},
 			},
 		}
-
-		expectedLiteralVal, err := ExtractFromLiteral(literalVal)
-		assert.NoError(t, err)
-		actualLiteralVal, err := ExtractFromLiteral(val)
-		assert.NoError(t, err)
-
-		// Check if the extracted value is of type *core.Binary (not []byte)
-		expectedBinary, ok := expectedLiteralVal.(*core.Binary)
-		assert.True(t, ok, "expectedLiteralVal is not of type *core.Binary")
-		actualBinary, ok := actualLiteralVal.(*core.Binary)
-		assert.True(t, ok, "actualLiteralVal is not of type *core.Binary")
-
-		// Now check if the Binary values match
-		var expectedVal, actualVal map[string]interface{}
-		err = msgpack.Unmarshal(expectedBinary.Value, &expectedVal)
-		assert.NoError(t, err)
-		err = msgpack.Unmarshal(actualBinary.Value, &actualVal)
-		assert.NoError(t, err)
-
-		// Finally, assert that the deserialized values are equal
-		assert.Equal(t, expectedVal, actualVal)
+		expectedStructVal := &structpb.Struct{
+			Fields: fieldsMap,
+		}
+		extractedStructValue := extractedLiteralVal.(*structpb.Struct)
+		assert.Equal(t, len(expectedStructVal.Fields), len(extractedStructValue.Fields))
+		for key, val := range expectedStructVal.Fields {
+			assert.Equal(t, val.Kind, extractedStructValue.Fields[key].Kind)
+		}
 	})
 
 	t.Run("ArrayStrings", func(t *testing.T) {
diff --git a/flyteidl/go.mod b/flyteidl/go.mod
index fb8a99f912..5aa9ba2b15 100644
--- a/flyteidl/go.mod
+++ b/flyteidl/go.mod
@@ -13,7 +13,6 @@ require (
 	github.com/mitchellh/mapstructure v1.5.0
 	github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c
 	github.com/pkg/errors v0.9.1
-	github.com/shamaton/msgpack/v2 v2.2.2
 	github.com/spf13/pflag v1.0.5
 	github.com/stretchr/testify v1.9.0
 	golang.org/x/net v0.27.0
diff --git a/flyteidl/go.sum b/flyteidl/go.sum
index 740ca66bab..bf47d92a09 100644
--- a/flyteidl/go.sum
+++ b/flyteidl/go.sum
@@ -217,8 +217,6 @@ github.com/prometheus/procfs v0.10.1/go.mod h1:nwNm2aOCAYw8uTR/9bWRREkZFxAUcWzPH
 github.com/rogpeppe/go-internal v1.12.0 h1:exVL4IDcn6na9z1rAb56Vxr+CgyK3nn3O+epU5NdKM8=
 github.com/rogpeppe/go-internal v1.12.0/go.mod h1:E+RYuTGaKKdloAfM02xzb0FW3Paa99yedzYV+kq4uf4=
 github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM=
-github.com/shamaton/msgpack/v2 v2.2.2 h1:GOIg0c9LV04VwzOOqZSrmsv/JzjNOOMxnS/HvOHGdgs=
-github.com/shamaton/msgpack/v2 v2.2.2/go.mod h1:6khjYnkx73f7VQU7wjcFS9DFjs+59naVWJv1TB7qdOI=
 github.com/sirupsen/logrus v1.4.2/go.mod h1:tLMulIdttU9McNUspp0xgXVQah82FyeX6MwdIuYE2rE=
 github.com/sirupsen/logrus v1.9.3 h1:dueUQJ1C2q9oE3F7wvmSGAaVtTmUizReu6fjN8uqzbQ=
 github.com/sirupsen/logrus v1.9.3/go.mod h1:naHLuLoDiP4jHNo9R0sCBMtWGeIprob74mVsIT4qYEQ=
diff --git a/flyteplugins/go.mod b/flyteplugins/go.mod
index c2eb504e04..e62eda562d 100644
--- a/flyteplugins/go.mod
+++ b/flyteplugins/go.mod
@@ -108,7 +108,6 @@ require (
 	github.com/prometheus/client_model v0.4.0 // indirect
 	github.com/prometheus/common v0.44.0 // indirect
 	github.com/prometheus/procfs v0.10.1 // indirect
-	github.com/shamaton/msgpack/v2 v2.2.2 // indirect
 	github.com/sirupsen/logrus v1.9.3 // indirect
 	github.com/spf13/afero v1.8.2 // indirect
 	github.com/spf13/cast v1.4.1 // indirect
diff --git a/flyteplugins/go.sum b/flyteplugins/go.sum
index ac78be7844..c8aa6c1254 100644
--- a/flyteplugins/go.sum
+++ b/flyteplugins/go.sum
@@ -342,8 +342,6 @@ github.com/rogpeppe/go-internal v1.3.0/go.mod h1:M8bDsm7K2OlrFYOpmOWEs/qY81heoFR
 github.com/rogpeppe/go-internal v1.12.0 h1:exVL4IDcn6na9z1rAb56Vxr+CgyK3nn3O+epU5NdKM8=
 github.com/rogpeppe/go-internal v1.12.0/go.mod h1:E+RYuTGaKKdloAfM02xzb0FW3Paa99yedzYV+kq4uf4=
 github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM=
-github.com/shamaton/msgpack/v2 v2.2.2 h1:GOIg0c9LV04VwzOOqZSrmsv/JzjNOOMxnS/HvOHGdgs=
-github.com/shamaton/msgpack/v2 v2.2.2/go.mod h1:6khjYnkx73f7VQU7wjcFS9DFjs+59naVWJv1TB7qdOI=
 github.com/sirupsen/logrus v1.9.3 h1:dueUQJ1C2q9oE3F7wvmSGAaVtTmUizReu6fjN8uqzbQ=
 github.com/sirupsen/logrus v1.9.3/go.mod h1:naHLuLoDiP4jHNo9R0sCBMtWGeIprob74mVsIT4qYEQ=
 github.com/spaolacci/murmur3 v0.0.0-20180118202830-f09979ecbc72 h1:qLC7fQah7D6K1B0ujays3HV9gkFtllcxhzImRR7ArPQ=

From f2a06194d02ab473057c1fbce33f822019c3b230 Mon Sep 17 00:00:00 2001
From: Nikki Everett <neverett@users.noreply.github.com>
Date: Tue, 15 Oct 2024 05:33:58 -0500
Subject: [PATCH 5/9] add david as codeowner of deployment docs (#5841)

Signed-off-by: nikki everett <nikki@union.ai>
---
 CODEOWNERS | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/CODEOWNERS b/CODEOWNERS
index 27a2f910bd..da2c5bdd5c 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -1,3 +1,3 @@
 # Automatically request docs team for docs PR review
-/docs/          @neverett @ppiegaze
-
+/docs/              @neverett @ppiegaze
+/docs/deployment/   @davidmirror-ops

From 66391ff7a2839ace39318ab5e799e0655d473df2 Mon Sep 17 00:00:00 2001
From: Yee Hing Tong <wild-endeavor@users.noreply.github.com>
Date: Tue, 15 Oct 2024 13:00:32 -0700
Subject: [PATCH 6/9] Add an error for file size exceeded to prevent system
 retries (#5725)

Signed-off-by: Yee Hing Tong <wild-endeavor@users.noreply.github.com>
---
 .../ioutils/remote_file_output_reader.go      |  4 +-
 .../ioutils/remote_file_output_reader_test.go | 27 +++++++++++++
 .../pkg/controller/nodes/task/handler.go      |  9 +++++
 .../pkg/controller/nodes/task/handler_test.go | 39 +++++++++++++++++++
 4 files changed, 78 insertions(+), 1 deletion(-)

diff --git a/flyteplugins/go/tasks/pluginmachinery/ioutils/remote_file_output_reader.go b/flyteplugins/go/tasks/pluginmachinery/ioutils/remote_file_output_reader.go
index 27d7748701..4f8d678c14 100644
--- a/flyteplugins/go/tasks/pluginmachinery/ioutils/remote_file_output_reader.go
+++ b/flyteplugins/go/tasks/pluginmachinery/ioutils/remote_file_output_reader.go
@@ -17,6 +17,8 @@ type RemoteFileOutputReader struct {
 	maxPayloadSize int64
 }
 
+var ErrRemoteFileExceedsMaxSize = errors.New("remote file exceeds max size")
+
 func (r RemoteFileOutputReader) IsError(ctx context.Context) (bool, error) {
 	metadata, err := r.store.Head(ctx, r.outPath.GetErrorPath())
 	if err != nil {
@@ -81,7 +83,7 @@ func (r RemoteFileOutputReader) Exists(ctx context.Context) (bool, error) {
 	}
 	if md.Exists() {
 		if md.Size() > r.maxPayloadSize {
-			return false, errors.Errorf("output file @[%s] is too large [%d] bytes, max allowed [%d] bytes", r.outPath.GetOutputPath(), md.Size(), r.maxPayloadSize)
+			return false, errors.Wrapf(ErrRemoteFileExceedsMaxSize, "output file @[%s] is too large [%d] bytes, max allowed [%d] bytes", r.outPath.GetOutputPath(), md.Size(), r.maxPayloadSize)
 		}
 		return true, nil
 	}
diff --git a/flyteplugins/go/tasks/pluginmachinery/ioutils/remote_file_output_reader_test.go b/flyteplugins/go/tasks/pluginmachinery/ioutils/remote_file_output_reader_test.go
index 251a3adc55..a1393de7e9 100644
--- a/flyteplugins/go/tasks/pluginmachinery/ioutils/remote_file_output_reader_test.go
+++ b/flyteplugins/go/tasks/pluginmachinery/ioutils/remote_file_output_reader_test.go
@@ -4,6 +4,7 @@ import (
 	"context"
 	"testing"
 
+	regErrors "github.com/pkg/errors"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/mock"
 
@@ -36,6 +37,32 @@ func (m MemoryMetadata) Etag() string {
 	return m.etag
 }
 
+func TestExistsTooBig(t *testing.T) {
+	ctx := context.TODO()
+	opath := &pluginsIOMock.OutputFilePaths{}
+	opath.OnGetErrorPath().Return("")
+	deckPath := "some.file"
+	opath.OnGetOutputPath().Return(storage.DataReference(deckPath))
+
+	t.Run("too large", func(t *testing.T) {
+		store := &storageMocks.ComposedProtobufStore{}
+		store.OnHead(ctx, "some.file").Return(MemoryMetadata{
+			exists: true,
+			size:   2,
+		}, nil)
+
+		r := RemoteFileOutputReader{
+			outPath:        opath,
+			store:          store,
+			maxPayloadSize: 1,
+		}
+
+		_, err := r.Exists(ctx)
+		assert.Error(t, err)
+		assert.True(t, regErrors.Is(err, ErrRemoteFileExceedsMaxSize))
+	})
+}
+
 func TestReadOrigin(t *testing.T) {
 	ctx := context.TODO()
 
diff --git a/flytepropeller/pkg/controller/nodes/task/handler.go b/flytepropeller/pkg/controller/nodes/task/handler.go
index 9ec47985c9..2adea27312 100644
--- a/flytepropeller/pkg/controller/nodes/task/handler.go
+++ b/flytepropeller/pkg/controller/nodes/task/handler.go
@@ -734,6 +734,15 @@ func (t *Handler) ValidateOutput(ctx context.Context, nodeID v1alpha1.NodeID, i
 	}
 	ok, err := r.Exists(ctx)
 	if err != nil {
+		if regErrors.Is(err, ioutils.ErrRemoteFileExceedsMaxSize) {
+			return &io.ExecutionError{
+				ExecutionError: &core.ExecutionError{
+					Code:    "OutputSizeExceeded",
+					Message: fmt.Sprintf("Remote output size exceeds max, err: [%s]", err.Error()),
+				},
+				IsRecoverable: false,
+			}, nil
+		}
 		logger.Errorf(ctx, "Failed to check if the output file exists. Error: %s", err.Error())
 		return nil, err
 	}
diff --git a/flytepropeller/pkg/controller/nodes/task/handler_test.go b/flytepropeller/pkg/controller/nodes/task/handler_test.go
index 31e1be9a7f..52b937cb90 100644
--- a/flytepropeller/pkg/controller/nodes/task/handler_test.go
+++ b/flytepropeller/pkg/controller/nodes/task/handler_test.go
@@ -7,6 +7,7 @@ import (
 	"testing"
 
 	"github.com/golang/protobuf/proto"
+	"github.com/pkg/errors"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/mock"
 	v1 "k8s.io/api/core/v1"
@@ -1270,3 +1271,41 @@ func init() {
 	labeled.SetMetricKeys(contextutils.ProjectKey, contextutils.DomainKey, contextutils.WorkflowIDKey,
 		contextutils.TaskIDKey)
 }
+
+func Test_task_Handle_ValidateOutputErr(t *testing.T) {
+	ctx := context.TODO()
+	nodeID := "n1"
+	execConfig := v1alpha1.ExecutionConfig{}
+
+	tk := &core.TaskTemplate{
+		Id:   &core.Identifier{ResourceType: core.ResourceType_TASK, Project: "proj", Domain: "dom", Version: "ver"},
+		Type: "test",
+		Interface: &core.TypedInterface{
+			Outputs: &core.VariableMap{
+				Variables: map[string]*core.Variable{
+					"x": {
+						Type: &core.LiteralType{
+							Type: &core.LiteralType_Simple{
+								Simple: core.SimpleType_BOOLEAN,
+							},
+						},
+					},
+				},
+			},
+		},
+	}
+	taskID := &core.Identifier{}
+	tr := &nodeMocks.TaskReader{}
+	tr.OnGetTaskID().Return(taskID)
+	tr.OnReadMatch(mock.Anything).Return(tk, nil)
+
+	expectedErr := errors.Wrapf(ioutils.ErrRemoteFileExceedsMaxSize, "test file size exceeded")
+	r := &ioMocks.OutputReader{}
+	r.OnIsError(ctx).Return(false, nil)
+	r.OnExists(ctx).Return(true, expectedErr)
+
+	h := Handler{}
+	result, err := h.ValidateOutput(ctx, nodeID, nil, r, nil, execConfig, tr)
+	assert.NoError(t, err)
+	assert.False(t, result.IsRecoverable)
+}

From a2957cfe8a21d40bc09694fbe53b2f7dae424c7a Mon Sep 17 00:00:00 2001
From: Nikki Everett <neverett@users.noreply.github.com>
Date: Tue, 15 Oct 2024 16:51:19 -0500
Subject: [PATCH 7/9] add perian dependency for perian plugin (#5848)

Signed-off-by: nikki everett <nikki@union.ai>
---
 monodocs-environment.lock.yaml | 701 ++++++++++++++++-----------------
 monodocs-environment.yaml      |   3 +-
 2 files changed, 338 insertions(+), 366 deletions(-)

diff --git a/monodocs-environment.lock.yaml b/monodocs-environment.lock.yaml
index 6c4556a8f5..432354dd9e 100644
--- a/monodocs-environment.lock.yaml
+++ b/monodocs-environment.lock.yaml
@@ -13,8 +13,8 @@
 version: 1
 metadata:
   content_hash:
-    linux-64: 88915c74ac07d46f51bc09ba5ddabb66109646121fc129c33e63f7d99a1498b2
-    osx-arm64: c9116621440baaedcc778afa476679092be2ff09e432dab49449b2f0d0d3ba35
+    linux-64: d9c5e8f9f72be6dc0890439823013f20b75a91695591122a46b87515d44730e9
+    osx-arm64: a1778e6712d7038b4d3cd7283d55df371201a5356fca0a436882341a1c159b7b
   channels:
   - url: conda-forge
     used_env_vars: []
@@ -308,7 +308,7 @@ package:
   category: main
   optional: false
 - name: anyio
-  version: 4.6.0
+  version: 4.6.2.post1
   manager: conda
   platform: linux-64
   dependencies:
@@ -317,14 +317,14 @@ package:
     python: '>=3.9'
     sniffio: '>=1.1'
     typing_extensions: '>=4.1'
-  url: https://conda.anaconda.org/conda-forge/noarch/anyio-4.6.0-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/anyio-4.6.2.post1-pyhd8ed1ab_0.conda
   hash:
-    md5: bc13891a047f50728b03595531f7f92e
-    sha256: d05493abca6ac1b0cb15f5d48c3117bddd73cc21e48bfcb460570cfa2ea2f909
+    md5: 688697ec5e9588bdded167d19577625b
+    sha256: 4b54b7ce79d818e3cce54ae4d552dba51b7afac160ceecdefd04b3917a37c502
   category: main
   optional: false
 - name: anyio
-  version: 4.6.0
+  version: 4.6.2.post1
   manager: conda
   platform: osx-arm64
   dependencies:
@@ -333,10 +333,10 @@ package:
     python: '>=3.9'
     sniffio: '>=1.1'
     typing_extensions: '>=4.1'
-  url: https://conda.anaconda.org/conda-forge/noarch/anyio-4.6.0-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/anyio-4.6.2.post1-pyhd8ed1ab_0.conda
   hash:
-    md5: bc13891a047f50728b03595531f7f92e
-    sha256: d05493abca6ac1b0cb15f5d48c3117bddd73cc21e48bfcb460570cfa2ea2f909
+    md5: 688697ec5e9588bdded167d19577625b
+    sha256: 4b54b7ce79d818e3cce54ae4d552dba51b7afac160ceecdefd04b3917a37c502
   category: main
   optional: false
 - name: aplus
@@ -571,10 +571,10 @@ package:
   dependencies:
     python: '>=3.6'
     six: '>=1.6.1,<2.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/astunparse-1.6.3-pyhd8ed1ab_0.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/noarch/astunparse-1.6.3-pyhd8ed1ab_2.conda
   hash:
-    md5: 000b6f68a0bfaba800ced7500c11780f
-    sha256: e5173d1ed038038e24c0623f0219dc587ee8663cf7efa737e7075128edbc6c60
+    md5: 78d205ed5af12a89068386a6e2ca6ee2
+    sha256: f2c00eb43d8f331c0987bdcfc44a1c244f438b5a088f5871a522524ab593954d
   category: main
   optional: false
 - name: astunparse
@@ -584,10 +584,10 @@ package:
   dependencies:
     python: '>=3.6'
     six: '>=1.6.1,<2.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/astunparse-1.6.3-pyhd8ed1ab_0.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/noarch/astunparse-1.6.3-pyhd8ed1ab_2.conda
   hash:
-    md5: 000b6f68a0bfaba800ced7500c11780f
-    sha256: e5173d1ed038038e24c0623f0219dc587ee8663cf7efa737e7075128edbc6c60
+    md5: 78d205ed5af12a89068386a6e2ca6ee2
+    sha256: f2c00eb43d8f331c0987bdcfc44a1c244f438b5a088f5871a522524ab593954d
   category: main
   optional: false
 - name: async-lru
@@ -1468,37 +1468,37 @@ package:
   category: main
   optional: false
 - name: boto3
-  version: 1.35.38
+  version: 1.35.40
   manager: conda
   platform: linux-64
   dependencies:
-    botocore: '>=1.35.38,<1.36.0'
+    botocore: '>=1.35.40,<1.36.0'
     jmespath: '>=0.7.1,<2.0.0'
     python: '>=3.8'
     s3transfer: '>=0.10.0,<0.11.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/boto3-1.35.38-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/boto3-1.35.40-pyhd8ed1ab_0.conda
   hash:
-    md5: aaa069276ef2817e85732d419118213c
-    sha256: 7d1c85cb38a2465fa832ad9223f1731bff3a57fb244a5c2f51051e52781145b1
+    md5: daf559311bbe42d4cd1fe3bf6f2ea4f2
+    sha256: f5857681cb2fc77957cc8459da979b2c3b9cd30a761b9728e8ecdaede39ed949
   category: main
   optional: false
 - name: boto3
-  version: 1.35.38
+  version: 1.35.40
   manager: conda
   platform: osx-arm64
   dependencies:
-    botocore: '>=1.35.38,<1.36.0'
+    botocore: '>=1.35.40,<1.36.0'
     jmespath: '>=0.7.1,<2.0.0'
     python: '>=3.8'
     s3transfer: '>=0.10.0,<0.11.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/boto3-1.35.38-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/boto3-1.35.40-pyhd8ed1ab_0.conda
   hash:
-    md5: aaa069276ef2817e85732d419118213c
-    sha256: 7d1c85cb38a2465fa832ad9223f1731bff3a57fb244a5c2f51051e52781145b1
+    md5: daf559311bbe42d4cd1fe3bf6f2ea4f2
+    sha256: f5857681cb2fc77957cc8459da979b2c3b9cd30a761b9728e8ecdaede39ed949
   category: main
   optional: false
 - name: botocore
-  version: 1.35.38
+  version: 1.35.40
   manager: conda
   platform: linux-64
   dependencies:
@@ -1506,14 +1506,14 @@ package:
     python: '>=3.8'
     python-dateutil: '>=2.1,<3.0.0'
     urllib3: '>=1.25.4,<1.27'
-  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.35.38-pyge38_1234567_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.35.40-pyge38_1234567_0.conda
   hash:
-    md5: dfcbb2f8dbbc08722fc480bb13b1481d
-    sha256: 94f0a900a72381a6696a0f69857a4508ac24526d1000586b0450f32bb351e0c8
+    md5: e021a01a5d84d3b13b1f5d505f4137ba
+    sha256: 8dcf9ad28de988b78cd34a27a77db2e7e323d2e6a9baae6ae9240e623ef6eee6
   category: main
   optional: false
 - name: botocore
-  version: 1.35.38
+  version: 1.35.40
   manager: conda
   platform: osx-arm64
   dependencies:
@@ -1521,10 +1521,10 @@ package:
     python: '>=3.8'
     python-dateutil: '>=2.1,<3.0.0'
     urllib3: '>=1.25.4,<1.27'
-  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.35.38-pyge38_1234567_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.35.40-pyge38_1234567_0.conda
   hash:
-    md5: dfcbb2f8dbbc08722fc480bb13b1481d
-    sha256: 94f0a900a72381a6696a0f69857a4508ac24526d1000586b0450f32bb351e0c8
+    md5: e021a01a5d84d3b13b1f5d505f4137ba
+    sha256: 8dcf9ad28de988b78cd34a27a77db2e7e323d2e6a9baae6ae9240e623ef6eee6
   category: main
   optional: false
 - name: branca
@@ -1755,28 +1755,28 @@ package:
   category: main
   optional: false
 - name: c-ares
-  version: 1.34.1
+  version: 1.34.2
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.28,<3.0.a0'
     libgcc: '>=13'
-  url: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.34.1-heb4867d_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.34.2-heb4867d_0.conda
   hash:
-    md5: db792eada25e970c46642f624b029fd7
-    sha256: d7e50b2ce3ef01dfbb11e8f50411b4be91b92c94cd10a83c843f1f2e53832e04
+    md5: 2b780c0338fc0ffa678ac82c54af51fd
+    sha256: c2a515e623ac3e17a56027c06098fbd5ab47afefefbd386b4c21289f2ec55139
   category: main
   optional: false
 - name: c-ares
-  version: 1.34.1
+  version: 1.34.2
   manager: conda
   platform: osx-arm64
   dependencies:
     __osx: '>=11.0'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/c-ares-1.34.1-hd74edd7_0.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/c-ares-1.34.2-h7ab814d_0.conda
   hash:
-    md5: 38c2c944d30ca320a8751b214ed5364e
-    sha256: 6b864a213027340fbcf42a04ca67d4f8b908a714a5c6e160e6fb6ad21af795e4
+    md5: 8a8cfc11064b521bc54bd2d8591cb137
+    sha256: 24d53d27397f9c2f0c168992690b5ec1bd62593fb4fc1f1e906ab91b10fd06c3
   category: main
   optional: false
 - name: ca-certificates
@@ -2028,14 +2028,14 @@ package:
   dependencies:
     __osx: '>=11.0'
     bzip2: '>=1.0.8,<2.0a0'
-    libcurl: '>=8.8.0,<9.0a0'
+    libcurl: '>=8.10.1,<9.0a0'
     libgfortran: 5.*
     libgfortran5: '>=13.2.0'
     libzlib: '>=1.3.1,<2.0a0'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/cfitsio-4.4.1-h793ed5c_0.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/cfitsio-4.4.1-hd313823_1.conda
   hash:
-    md5: c2a9a79b58d2de021ad9295f53e1f40a
-    sha256: cad6c9f86f98f1ac980e8229ef76a9bb8f62d167a52d29770e0548c7f9a80eb1
+    md5: d87f4a6fb494463885683859648c9e3a
+    sha256: 1c3ca3b98086c276d0480549366a6695b7df4a7a98bf82942cb5d687bb3b1952
   category: main
   optional: false
 - name: charset-normalizer
@@ -2141,27 +2141,27 @@ package:
   category: main
   optional: false
 - name: cloudpickle
-  version: 3.0.0
+  version: 3.1.0
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/cloudpickle-3.0.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/cloudpickle-3.1.0-pyhd8ed1ab_0.conda
   hash:
-    md5: 753d29fe41bb881e4b9c004f0abf973f
-    sha256: 0dfbc1ffa72e7a0882f486c9b1e4e9cccb68cf5c576fe53a89d076c9f1d43754
+    md5: d1e8704eb346e1d4b86b5cc1a6fe99f2
+    sha256: f29f75c793c3acb6df8565d77e4c3b23436e3647c9e1c562c55d1cb2ddaeaf05
   category: main
   optional: false
 - name: cloudpickle
-  version: 3.0.0
+  version: 3.1.0
   manager: conda
   platform: osx-arm64
   dependencies:
     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/cloudpickle-3.0.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/cloudpickle-3.1.0-pyhd8ed1ab_0.conda
   hash:
-    md5: 753d29fe41bb881e4b9c004f0abf973f
-    sha256: 0dfbc1ffa72e7a0882f486c9b1e4e9cccb68cf5c576fe53a89d076c9f1d43754
+    md5: d1e8704eb346e1d4b86b5cc1a6fe99f2
+    sha256: f29f75c793c3acb6df8565d77e4c3b23436e3647c9e1c562c55d1cb2ddaeaf05
   category: main
   optional: false
 - name: codespell
@@ -3145,11 +3145,10 @@ package:
     libgcc: '>=13'
     python: '>=3.9,<3.10.0a0'
     python_abi: 3.9.*
-    pytz: ''
-  url: https://conda.anaconda.org/conda-forge/linux-64/fastavro-1.9.7-py39h8cd3c5a_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/fastavro-1.9.7-py39h8cd3c5a_1.conda
   hash:
-    md5: f4693e6b4702af8007542af138190dea
-    sha256: ba40286eea1a3cb9cf90ac5422a42677ebdc7bbc5c0ccb855332fe1de01aa180
+    md5: a8247f20f35f24945dbc10a96236835a
+    sha256: 999b730a1093324c5a5092fe3d71d8c2a9a8a59750cf18c9acf47d7d79557e78
   category: main
   optional: false
 - name: fastavro
@@ -3160,11 +3159,10 @@ package:
     __osx: '>=11.0'
     python: '>=3.9,<3.10.0a0'
     python_abi: 3.9.*
-    pytz: ''
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/fastavro-1.9.7-py39h06df861_0.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/fastavro-1.9.7-py39h57695bc_1.conda
   hash:
-    md5: 2c8dfc3c50b97673e711a8e71f302295
-    sha256: f0cc939f9ed7cb42ea8b7a3ca47ecfc396682677e55ad79c414e85168253fcb2
+    md5: 38d4b97b1be68c54b48be090c28b7926
+    sha256: cf8ebabede71428f8528267292ad28de00c2d8e76d87895aab696d5e0dba4f22
   category: main
   optional: false
 - name: filelock
@@ -3663,7 +3661,7 @@ package:
   category: main
   optional: false
 - name: frozendict
-  version: 2.4.5
+  version: 2.4.6
   manager: conda
   platform: linux-64
   dependencies:
@@ -3671,24 +3669,24 @@ package:
     libgcc: '>=13'
     python: '>=3.9,<3.10.0a0'
     python_abi: 3.9.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/frozendict-2.4.5-py39h8cd3c5a_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/frozendict-2.4.6-py39h8cd3c5a_0.conda
   hash:
-    md5: 03c3ce70f51a909342b576cd9dcfc579
-    sha256: 67b60dc79f324ed7a7dfe3ea80004571c5023479cc0a67d1e1048879bae90f7f
+    md5: ef1900b71355f102b94a322685ae2f5f
+    sha256: 23fdb3b3d4f7683734ca017d597943a61a577ac7730e215715ee414d959184f8
   category: main
   optional: false
 - name: frozendict
-  version: 2.4.5
+  version: 2.4.6
   manager: conda
   platform: osx-arm64
   dependencies:
     __osx: '>=11.0'
     python: '>=3.9,<3.10.0a0'
     python_abi: 3.9.*
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/frozendict-2.4.5-py39h06df861_0.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/frozendict-2.4.6-py39h57695bc_0.conda
   hash:
-    md5: ef654fd6a0e99510327976b480e0ed33
-    sha256: d91d9bfc96537eb1041eec28e5832bf2624fc614af35893e177c450aa62a0f2b
+    md5: fb972e193d93f4bc8919e5c8d7b6e24e
+    sha256: 0f64fc89baad9ce4d12728378ff762951b811465acf580ac421dafa5f4d3869f
   category: main
   optional: false
 - name: frozenlist
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diff --git a/monodocs-environment.yaml b/monodocs-environment.yaml
index 20673c5514..717a1523c2 100644
--- a/monodocs-environment.yaml
+++ b/monodocs-environment.yaml
@@ -78,10 +78,11 @@ dependencies:
     - whylabs-client              # whylogs
     - ray==2.6.3
     - duckdb
-    - aioboto3>=12.3.0                    # aws sagemaker inference
+    - aioboto3>=12.3.0            # aws sagemaker inference
     - databricks-cli              # mlflow
     - sphinx-docsearch
     - pydata_sphinx_theme
+    - perian                      # perian
 
 platforms:
   - linux-64

From effbdeca1ca7bb03dfbd70beb7ddaffdfa282a57 Mon Sep 17 00:00:00 2001
From: Future-Outlier <eric901201@gmail.com>
Date: Thu, 17 Oct 2024 00:38:44 +0800
Subject: [PATCH 8/9] [FlyteCopilot] Binary IDL Attribute Access Primitive
 Input (#5850)

* [FlyteCopilot] Receive Binary IDL Attribute Access as Input

Signed-off-by: Future-Outlier <eric901201@gmail.com>

* go mod tidy

Signed-off-by: Future-Outlier <eric901201@gmail.com>

---------

Signed-off-by: Future-Outlier <eric901201@gmail.com>
---
 flyteadmin/go.mod                             |  1 +
 flyteplugins/go.mod                           |  1 +
 flyteplugins/go.sum                           |  2 +
 .../pluginmachinery/core/template/template.go | 15 ++++++
 .../core/template/template_test.go            | 53 +++++++++++++++++++
 5 files changed, 72 insertions(+)

diff --git a/flyteadmin/go.mod b/flyteadmin/go.mod
index 852082add9..25340ec208 100644
--- a/flyteadmin/go.mod
+++ b/flyteadmin/go.mod
@@ -166,6 +166,7 @@ require (
 	github.com/prometheus/procfs v0.10.1 // indirect
 	github.com/rcrowley/go-metrics v0.0.0-20200313005456-10cdbea86bc0 // indirect
 	github.com/sendgrid/rest v2.6.9+incompatible // indirect
+	github.com/shamaton/msgpack/v2 v2.2.2 // indirect
 	github.com/sirupsen/logrus v1.9.3 // indirect
 	github.com/spf13/afero v1.8.2 // indirect
 	github.com/spf13/cast v1.4.1 // indirect
diff --git a/flyteplugins/go.mod b/flyteplugins/go.mod
index e62eda562d..5a1c5a7c25 100644
--- a/flyteplugins/go.mod
+++ b/flyteplugins/go.mod
@@ -23,6 +23,7 @@ require (
 	github.com/pkg/errors v0.9.1
 	github.com/prometheus/client_golang v1.16.0
 	github.com/ray-project/kuberay/ray-operator v1.1.0-rc.1
+	github.com/shamaton/msgpack/v2 v2.2.2
 	github.com/spf13/pflag v1.0.5
 	github.com/stretchr/testify v1.9.0
 	golang.org/x/exp v0.0.0-20240325151524-a685a6edb6d8
diff --git a/flyteplugins/go.sum b/flyteplugins/go.sum
index c8aa6c1254..ac78be7844 100644
--- a/flyteplugins/go.sum
+++ b/flyteplugins/go.sum
@@ -342,6 +342,8 @@ github.com/rogpeppe/go-internal v1.3.0/go.mod h1:M8bDsm7K2OlrFYOpmOWEs/qY81heoFR
 github.com/rogpeppe/go-internal v1.12.0 h1:exVL4IDcn6na9z1rAb56Vxr+CgyK3nn3O+epU5NdKM8=
 github.com/rogpeppe/go-internal v1.12.0/go.mod h1:E+RYuTGaKKdloAfM02xzb0FW3Paa99yedzYV+kq4uf4=
 github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM=
+github.com/shamaton/msgpack/v2 v2.2.2 h1:GOIg0c9LV04VwzOOqZSrmsv/JzjNOOMxnS/HvOHGdgs=
+github.com/shamaton/msgpack/v2 v2.2.2/go.mod h1:6khjYnkx73f7VQU7wjcFS9DFjs+59naVWJv1TB7qdOI=
 github.com/sirupsen/logrus v1.9.3 h1:dueUQJ1C2q9oE3F7wvmSGAaVtTmUizReu6fjN8uqzbQ=
 github.com/sirupsen/logrus v1.9.3/go.mod h1:naHLuLoDiP4jHNo9R0sCBMtWGeIprob74mVsIT4qYEQ=
 github.com/spaolacci/murmur3 v0.0.0-20180118202830-f09979ecbc72 h1:qLC7fQah7D6K1B0ujays3HV9gkFtllcxhzImRR7ArPQ=
diff --git a/flyteplugins/go/tasks/pluginmachinery/core/template/template.go b/flyteplugins/go/tasks/pluginmachinery/core/template/template.go
index 7a787c5590..5aea60c4b9 100644
--- a/flyteplugins/go/tasks/pluginmachinery/core/template/template.go
+++ b/flyteplugins/go/tasks/pluginmachinery/core/template/template.go
@@ -27,7 +27,9 @@ import (
 
 	"github.com/golang/protobuf/ptypes"
 	"github.com/pkg/errors"
+	"github.com/shamaton/msgpack/v2"
 
+	"github.com/flyteorg/flyte/flyteidl/clients/go/coreutils"
 	idlCore "github.com/flyteorg/flyte/flyteidl/gen/pb-go/flyteidl/core"
 	"github.com/flyteorg/flyte/flyteplugins/go/tasks/pluginmachinery/core"
 	"github.com/flyteorg/flyte/flyteplugins/go/tasks/pluginmachinery/io"
@@ -199,6 +201,19 @@ func serializeLiteralScalar(l *idlCore.Scalar) (string, error) {
 		return o.Blob.Uri, nil
 	case *idlCore.Scalar_Schema:
 		return o.Schema.Uri, nil
+	case *idlCore.Scalar_Binary:
+		binaryBytes := o.Binary.Value
+		var currVal any
+		if o.Binary.Tag == coreutils.MESSAGEPACK {
+			err := msgpack.Unmarshal(binaryBytes, &currVal)
+			if err != nil {
+				return "", fmt.Errorf("failed to unmarshal messagepack bytes with literal:[%v], err:[%v]", l, err)
+			}
+			// TODO: Try to support Primitive_Datetime, Primitive_Duration, Flyte File, and Flyte Directory.
+			return fmt.Sprintf("%v", currVal), nil
+		}
+		return "", fmt.Errorf("unsupported binary tag [%v]", o.Binary.Tag)
+
 	default:
 		return "", fmt.Errorf("received an unexpected scalar type [%v]", reflect.TypeOf(l.Value))
 	}
diff --git a/flyteplugins/go/tasks/pluginmachinery/core/template/template_test.go b/flyteplugins/go/tasks/pluginmachinery/core/template/template_test.go
index 956ec33cfd..0fa96a1a05 100644
--- a/flyteplugins/go/tasks/pluginmachinery/core/template/template_test.go
+++ b/flyteplugins/go/tasks/pluginmachinery/core/template/template_test.go
@@ -7,6 +7,7 @@ import (
 	"testing"
 	"time"
 
+	"github.com/shamaton/msgpack/v2"
 	"github.com/stretchr/testify/assert"
 
 	"github.com/flyteorg/flyte/flyteidl/clients/go/coreutils"
@@ -747,3 +748,55 @@ func TestSerializeLiteral(t *testing.T) {
 		assert.Equal(t, "s3://some-bucket/fdsa/x.parquet", interpolated)
 	})
 }
+
+func TestSerializeLiteralScalar_BinaryMessagePack(t *testing.T) {
+	// Create a simple map to be serialized into MessagePack format
+	testMap := map[string]interface{}{
+		"a": 1,
+		"b": true,
+		"c": 1.1,
+		"d": "string",
+	}
+
+	// Serialize the map using MessagePack
+	encodedData, err := msgpack.Marshal(testMap)
+	assert.NoError(t, err)
+
+	// Create the core.Scalar_Binary with the encoded MessagePack data and MESSAGEPACK tag
+	binaryScalar := &core.Scalar{
+		Value: &core.Scalar_Binary{
+			Binary: &core.Binary{
+				Value: encodedData,
+				Tag:   coreutils.MESSAGEPACK,
+			},
+		},
+	}
+
+	// Call the function we want to test
+	result, err := serializeLiteralScalar(binaryScalar)
+	assert.NoError(t, err)
+
+	// Since the map should be decoded back, we expect a simple string representation of the map
+	expectedResult := "map[a:1 b:true c:1.1 d:string]"
+	assert.Equal(t, expectedResult, result)
+}
+
+func TestSerializeLiteralScalar_BinaryUnsupportedTag(t *testing.T) {
+	// Create some binary data for testing
+	binaryData := []byte{0x01, 0x02, 0x03}
+
+	// Create a core.Scalar_Binary with an unsupported tag
+	binaryScalar := &core.Scalar{
+		Value: &core.Scalar_Binary{
+			Binary: &core.Binary{
+				Value: binaryData,
+				Tag:   "unsupported-tag",
+			},
+		},
+	}
+
+	// Call the function and expect an error because the tag is unsupported
+	_, err := serializeLiteralScalar(binaryScalar)
+	assert.Error(t, err)
+	assert.Contains(t, err.Error(), "unsupported binary tag")
+}

From 6c4f8dbfc6d23a0cd7bf81480856e9ae1dfa1b27 Mon Sep 17 00:00:00 2001
From: Yee Hing Tong <wild-endeavor@users.noreply.github.com>
Date: Wed, 16 Oct 2024 14:19:54 -0700
Subject: [PATCH 9/9] [Docs] Update for image spec/fast register notes (#5726)

Signed-off-by: Yee Hing Tong <wild-endeavor@users.noreply.github.com>
Co-authored-by: Nikki Everett <neverett@users.noreply.github.com>
---
 docs/user_guide/customizing_dependencies/imagespec.md    | 8 ++++++++
 .../flyte_fundamentals/registering_workflows.md          | 9 ++++++++-
 2 files changed, 16 insertions(+), 1 deletion(-)

diff --git a/docs/user_guide/customizing_dependencies/imagespec.md b/docs/user_guide/customizing_dependencies/imagespec.md
index d9bf8f24bf..0e66eadd95 100644
--- a/docs/user_guide/customizing_dependencies/imagespec.md
+++ b/docs/user_guide/customizing_dependencies/imagespec.md
@@ -218,3 +218,11 @@ You can also force push an image in the Python code by calling the `force_push()
 image = ImageSpec(registry="ghcr.io/flyteorg", packages=["pandas"]).force_push()
 ```
 [flytesnacks]: https://github.com/flyteorg/flytesnacks/tree/master/examples/customizing_dependencies/
+
+## Getting source files into ImageSpec
+Typically, getting source code files into a task's image at run time on a live Flyte backend is done through the fast registration mechanism.
+
+However, if your `ImageSpec` constructor specifies a `source_root` and the `copy` argument is set to something other than `CopyFileDetection.NO_COPY`, then files will be copied regardless of fast registration status.
+If the `source_root` and `copy` fields to an `ImageSpec` are left blank, then whether or not your source files are copied into the built `ImageSpec` image depends on whether or not you use fast registration. Please see [registering workflows](https://docs.flyte.org/en/latest/flyte_fundamentals/registering_workflows.html#containerizing-your-project) for the full explanation.
+
+Since files are sometimes copied into the built image, the tag that is published for an ImageSpec will change based on whether fast register is enabled, and the contents of any files copied.
diff --git a/docs/user_guide/flyte_fundamentals/registering_workflows.md b/docs/user_guide/flyte_fundamentals/registering_workflows.md
index 1c53a78020..8a5ec83c14 100644
--- a/docs/user_guide/flyte_fundamentals/registering_workflows.md
+++ b/docs/user_guide/flyte_fundamentals/registering_workflows.md
@@ -72,7 +72,7 @@ run it with the supplied arguments. As you can see from the expected output, you
 can visit the link to the Flyte console to see the progress of your running
 execution.
 
-You may also run `run --remote --copy-all`, which is very similar to the above command. As the name suggests, this will copy the source tree rooted at the top-level `__init__.py` file. With this strategy, any modules discoverable on the `PYTHONPATH` will be importable.
+You may also run `run --remote --copy all`, which is very similar to the above command. As the name suggests, this will copy the source tree rooted at the top-level `__init__.py` file. With this strategy, any modules discoverable on the `PYTHONPATH` will be importable.
 
 ```{note}
 `pyflyte run` supports Flyte workflows that import any other user-defined modules that
@@ -260,6 +260,13 @@ metadata/configuration, it's more secure if they're private.
 Learn more about how to pull private image in the {ref}`User Guide <private_images>`.
 ```
 
+##### Relationship between ImageSpec and fast registration
+The `ImageSpec` construct available in flytekit also has a mechanism to copy files into the image being built. Its behavior depends on the type of registration used:
+* If fast register is used, then it's assumed that you don't also want to copy source files into the built image.
+* If fast register is not used (which is the default for `pyflyte package`, or if `pyflyte register --copy none` is specified), then it's assumed that you do want source files copied into the built image.
+
+If your `ImageSpec` constructor specifies a `source_root` and the `copy` argument is set to something other than `CopyFileDetection.NO_COPY`, then files will be copied regardless of fast registration status.
+
 #### Package your project with `pyflyte package`
 
 You can package your project with the `pyflyte package` command like so: