From 385fe9383148936f0a1a2b75e0ff4b24158b7190 Mon Sep 17 00:00:00 2001
From: Matthew Feickert <matthew.feickert@cern.ch>
Date: Mon, 28 Oct 2024 12:17:57 -0600
Subject: [PATCH] DEBUG: Try using exact versions for everythin the scheduler
 has to see if possibly env related

---
 pixi.lock | 413 +++++++++++++++++++++++++++++-------------------------
 pixi.toml |   5 +
 2 files changed, 225 insertions(+), 193 deletions(-)

diff --git a/pixi.lock b/pixi.lock
index b8b7315..fedb2d9 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -184,7 +184,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.43.0-py39hf8b6b1a_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/locket-1.0.0-pyhd8ed1ab_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-4.3.3-py39hd7df8f7_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-4.3.2-py39h79d96da_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.9.4-hcb278e6_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.2-py39h9399b63_0.conda
@@ -195,7 +195,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/mistune-3.0.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mplhep-0.3.54-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mplhep_data-0.0.3-pyhd8ed1ab_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/msgpack-python-1.1.0-py39h74842e3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/msgpack-python-1.0.6-py39h7633fee_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/munkres-1.1.4-pyh9f0ad1d_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/nbclient-0.10.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/nbconvert-core-7.16.4-pyhd8ed1ab_1.conda
@@ -278,8 +278,8 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h4845f30_101.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/toml-0.10.2-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.0.2-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/toolz-1.0.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.4.1-py39h8cd3c5a_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/toolz-0.12.0-pyhd8ed1ab_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.3.3-py39hd1e30aa_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tqdm-4.66.5-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/types-python-dateutil-2.9.0.20241003-pyhff2d567_0.conda
@@ -510,7 +510,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/llvm-openmp-19.1.2-hf78d878_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/llvmlite-0.43.0-py39h164c851_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/locket-1.0.0-pyhd8ed1ab_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/lz4-4.3.3-py39ha7ca277_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/lz4-4.3.2-py39h2a14dfd_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/lz4-c-1.9.4-hf0c8a7f_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/markupsafe-3.0.2-py39h20cc651_0.conda
@@ -521,7 +521,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/mistune-3.0.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mplhep-0.3.54-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mplhep_data-0.0.3-pyhd8ed1ab_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/msgpack-python-1.1.0-py39h0d8d0ca_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/msgpack-python-1.0.6-py39h8ee36c8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/munkres-1.1.4-pyh9f0ad1d_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/nbclient-0.10.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/nbconvert-core-7.16.4-pyhd8ed1ab_1.conda
@@ -605,8 +605,8 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/tk-8.6.13-h1abcd95_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/toml-0.10.2-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.0.2-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/toolz-1.0.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/tornado-6.4.1-py39h06d86d0_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/toolz-0.12.0-pyhd8ed1ab_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/tornado-6.3.3-py39hdc70f33_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tqdm-4.66.5-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/types-python-dateutil-2.9.0.20241003-pyhff2d567_0.conda
@@ -837,7 +837,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/llvm-openmp-19.1.2-hb52a8e5_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/llvmlite-0.43.0-py39h05480be_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/locket-1.0.0-pyhd8ed1ab_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/lz4-4.3.3-py39h32162fe_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/lz4-4.3.2-py39h0d94542_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/lz4-c-1.9.4-hb7217d7_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/markupsafe-3.0.2-py39h66d85bf_0.conda
@@ -848,7 +848,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/mistune-3.0.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mplhep-0.3.54-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mplhep_data-0.0.3-pyhd8ed1ab_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/msgpack-python-1.1.0-py39h157d57c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/msgpack-python-1.0.6-py39hbd775c9_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/munkres-1.1.4-pyh9f0ad1d_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/nbclient-0.10.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/nbconvert-core-7.16.4-pyhd8ed1ab_1.conda
@@ -932,8 +932,8 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/tk-8.6.13-h5083fa2_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/toml-0.10.2-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.0.2-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/toolz-1.0.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/tornado-6.4.1-py39h06df861_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/toolz-0.12.0-pyhd8ed1ab_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/tornado-6.3.3-py39h0f82c59_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tqdm-4.66.5-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/types-python-dateutil-2.9.0.20241003-pyhff2d567_0.conda
@@ -2134,7 +2134,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/50/25/da1f0b4dd970e52bf5a36c204c107e11a0c6d3ed195eba0bfbc664c312b2/aiofile-3.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/f7/d8/120cd0fe3e8530df0539e71ba9683eade12cae103dd7543e50d15f737917/aiohappyeyeballs-2.4.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/a9/36/8b3bc49b49cb6d2da40ee61ff15dbcc44fd345a3e6ab5bb20844df929821/aiohttp-3.10.10-cp312-cp312-macosx_10_9_x86_64.whl
-      - pypi: https://files.pythonhosted.org/packages/57/57/af573003eca6248a5cbc538fc46bea5b249c2ac86f27140b0a621bcd3fde/aiohttp_retry-2.8.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/13/1f/ec9b0dfcbad7b48f2ca06e0ba5e6d9932eb9f27108f36628131b52d961d9/aiohttp_retry-2.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/76/ac/a7305707cb852b7e16ff80eaf5692309bde30e2b1100a1fcacdc8f731d97/aiosignal-1.3.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/c3/b8/37dcee4bc4fae1701a86373a297bbca797f6b7bfe5f85993a11049649c63/caio-0.9.17-cp312-cp312-macosx_10_9_universal2.whl
       - pypi: https://files.pythonhosted.org/packages/ee/b8/3fda16aabdb308e8d76df300eaf63fc5ef94446ae9877558bb030503461e/ccorp_yaml_include_relative_path-0.0.4-py3-none-any.whl
@@ -2463,7 +2463,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/50/25/da1f0b4dd970e52bf5a36c204c107e11a0c6d3ed195eba0bfbc664c312b2/aiofile-3.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/f7/d8/120cd0fe3e8530df0539e71ba9683eade12cae103dd7543e50d15f737917/aiohappyeyeballs-2.4.3-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/e1/77/0aa8660dcf11fa65d61712dbb458c4989de220a844bd69778dff25f2d50b/aiohttp-3.10.10-cp312-cp312-macosx_11_0_arm64.whl
-      - pypi: https://files.pythonhosted.org/packages/57/57/af573003eca6248a5cbc538fc46bea5b249c2ac86f27140b0a621bcd3fde/aiohttp_retry-2.8.3-py3-none-any.whl
+      - pypi: https://files.pythonhosted.org/packages/13/1f/ec9b0dfcbad7b48f2ca06e0ba5e6d9932eb9f27108f36628131b52d961d9/aiohttp_retry-2.9.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/76/ac/a7305707cb852b7e16ff80eaf5692309bde30e2b1100a1fcacdc8f731d97/aiosignal-1.3.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/c3/b8/37dcee4bc4fae1701a86373a297bbca797f6b7bfe5f85993a11049649c63/caio-0.9.17-cp312-cp312-macosx_10_9_universal2.whl
       - pypi: https://files.pythonhosted.org/packages/ee/b8/3fda16aabdb308e8d76df300eaf63fc5ef94446ae9877558bb030503461e/ccorp_yaml_include_relative_path-0.0.4-py3-none-any.whl
@@ -2768,9 +2768,9 @@ packages:
   timestamp: 1728629186912
 - kind: pypi
   name: aiohttp-retry
-  version: 2.8.3
-  url: https://files.pythonhosted.org/packages/57/57/af573003eca6248a5cbc538fc46bea5b249c2ac86f27140b0a621bcd3fde/aiohttp_retry-2.8.3-py3-none-any.whl
-  sha256: 3aeeead8f6afe48272db93ced9440cf4eda8b6fd7ee2abb25357b7eb28525b45
+  version: 2.9.0
+  url: https://files.pythonhosted.org/packages/13/1f/ec9b0dfcbad7b48f2ca06e0ba5e6d9932eb9f27108f36628131b52d961d9/aiohttp_retry-2.9.0-py3-none-any.whl
+  sha256: 7661af92471e9a96c69d9b8f32021360272073397e6a15bc44c1726b12f46056
   requires_dist:
   - aiohttp
   requires_python: '>=3.7'
@@ -5496,6 +5496,7 @@ packages:
   - python >=3.8
   - ruamel.yaml
   license: MIT
+  license_family: MIT
   purls:
   - pkg:pypi/ccorp-yaml-include-relative-path?source=hash-mapping
   size: 10352
@@ -7448,6 +7449,7 @@ packages:
   - make-it-sync
   - python >=3.7,<3.13
   license: MIT
+  license_family: MIT
   purls:
   - pkg:pypi/func-adl?source=hash-mapping
   size: 41204
@@ -8477,7 +8479,7 @@ packages:
   license: BSD-3-Clause
   license_family: BSD
   purls:
-  - pkg:pypi/ipython?source=compressed-mapping
+  - pkg:pypi/ipython?source=hash-mapping
   size: 599356
   timestamp: 1729866495921
 - kind: conda
@@ -9996,6 +9998,7 @@ packages:
   - apache-arrow-proc =*=cpu
   - parquet-cpp <0.0a0
   license: Apache-2.0
+  license_family: APACHE
   purls: []
   size: 5935855
   timestamp: 1729854333945
@@ -10038,6 +10041,7 @@ packages:
   - apache-arrow-proc =*=cpu
   - arrow-cpp <0.0a0
   license: Apache-2.0
+  license_family: APACHE
   purls: []
   size: 5304912
   timestamp: 1729854040010
@@ -10082,6 +10086,7 @@ packages:
   - parquet-cpp <0.0a0
   - apache-arrow-proc =*=cpu
   license: Apache-2.0
+  license_family: APACHE
   purls: []
   size: 8528286
   timestamp: 1729854331204
@@ -10099,6 +10104,7 @@ packages:
   - libarrow 17.0.0 h4f78622_24_cpu
   - libcxx >=18
   license: Apache-2.0
+  license_family: APACHE
   purls: []
   size: 520598
   timestamp: 1729854471260
@@ -10116,6 +10122,7 @@ packages:
   - libarrow 17.0.0 h6fea68a_24_cpu
   - libcxx >=18
   license: Apache-2.0
+  license_family: APACHE
   purls: []
   size: 480138
   timestamp: 1729854127277
@@ -10134,6 +10141,7 @@ packages:
   - libgcc >=13
   - libstdcxx >=13
   license: Apache-2.0
+  license_family: APACHE
   purls: []
   size: 608433
   timestamp: 1729854373884
@@ -10153,6 +10161,7 @@ packages:
   - libcxx >=18
   - libparquet 17.0.0 hc957f30_24_cpu
   license: Apache-2.0
+  license_family: APACHE
   purls: []
   size: 512135
   timestamp: 1729855571514
@@ -10172,6 +10181,7 @@ packages:
   - libcxx >=18
   - libparquet 17.0.0 hda0ea68_24_cpu
   license: Apache-2.0
+  license_family: APACHE
   purls: []
   size: 486671
   timestamp: 1729855158747
@@ -10192,6 +10202,7 @@ packages:
   - libparquet 17.0.0 h6bd9018_24_cpu
   - libstdcxx >=13
   license: Apache-2.0
+  license_family: APACHE
   purls: []
   size: 585618
   timestamp: 1729854452708
@@ -10214,6 +10225,7 @@ packages:
   - libcxx >=18
   - libprotobuf >=5.27.5,<5.27.6.0a0
   license: Apache-2.0
+  license_family: APACHE
   purls: []
   size: 445012
   timestamp: 1729855298850
@@ -10236,6 +10248,7 @@ packages:
   - libcxx >=18
   - libprotobuf >=5.27.5,<5.27.6.0a0
   license: Apache-2.0
+  license_family: APACHE
   purls: []
   size: 459670
   timestamp: 1729855718364
@@ -10259,6 +10272,7 @@ packages:
   - libprotobuf >=5.27.5,<5.27.6.0a0
   - libstdcxx >=13
   license: Apache-2.0
+  license_family: APACHE
   purls: []
   size: 515229
   timestamp: 1729854489671
@@ -11968,6 +11982,7 @@ packages:
   - libthrift >=0.21.0,<0.21.1.0a0
   - openssl >=3.3.2,<4.0a0
   license: Apache-2.0
+  license_family: APACHE
   purls: []
   size: 1189811
   timestamp: 1729854432798
@@ -11987,6 +12002,7 @@ packages:
   - libthrift >=0.21.0,<0.21.1.0a0
   - openssl >=3.3.2,<4.0a0
   license: Apache-2.0
+  license_family: APACHE
   purls: []
   size: 926152
   timestamp: 1729855495371
@@ -12006,6 +12022,7 @@ packages:
   - libthrift >=0.21.0,<0.21.1.0a0
   - openssl >=3.3.2,<4.0a0
   license: Apache-2.0
+  license_family: APACHE
   purls: []
   size: 860505
   timestamp: 1729855103688
@@ -13268,128 +13285,125 @@ packages:
   timestamp: 1650660473123
 - kind: conda
   name: lz4
-  version: 4.3.3
-  build: py312h11d1bbd_1
+  version: 4.3.2
+  build: py39h0d94542_1
   build_number: 1
   subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/lz4-4.3.3-py312h11d1bbd_1.conda
-  sha256: 592e903be664d4daca335bc8b95f7e092aef0276830a2a7b5962ca7bbca60ee6
-  md5: 4a9eb3dc0ba76484cae3084b99d008e5
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/lz4-4.3.2-py39h0d94542_1.conda
+  sha256: aa0c9d0b4fee03e0e05a2e3767c30ff3fdb7716e80a3eb22d29a778bec7e3134
+  md5: 53809d9356529ecf1d2ccfde9dbf1c64
   depends:
-  - __osx >=11.0
   - lz4-c >=1.9.3,<1.10.0a0
-  - python >=3.12,<3.13.0a0
-  - python >=3.12,<3.13.0a0 *_cpython
-  - python_abi 3.12.* *_cp312
+  - python >=3.9,<3.10.0a0
+  - python >=3.9,<3.10.0a0 *_cpython
+  - python_abi 3.9.* *_cp39
   license: BSD-3-Clause
   license_family: BSD
   purls:
   - pkg:pypi/lz4?source=hash-mapping
-  size: 108178
-  timestamp: 1725089672204
+  size: 108062
+  timestamp: 1695449205160
 - kind: conda
   name: lz4
-  version: 4.3.3
-  build: py312h83408cd_1
+  version: 4.3.2
+  build: py39h2a14dfd_1
   build_number: 1
   subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/lz4-4.3.3-py312h83408cd_1.conda
-  sha256: b270abcdf268fc3d2e6d1d5b2fb0837f52485be7b6259fd834d6c3810f43e986
-  md5: cf60d8882f24daa555d28c44364f33f2
+  url: https://conda.anaconda.org/conda-forge/osx-64/lz4-4.3.2-py39h2a14dfd_1.conda
+  sha256: d9bd5504bd76336bd5d6de034f94cbce119db969d53ea30dfcf3ea140fd7721b
+  md5: 34985e0ad4ec406b0d67a9e64cd06c45
   depends:
-  - __osx >=10.13
   - lz4-c >=1.9.3,<1.10.0a0
-  - python >=3.12,<3.13.0a0
-  - python_abi 3.12.* *_cp312
+  - python >=3.9,<3.10.0a0
+  - python_abi 3.9.* *_cp39
   license: BSD-3-Clause
   license_family: BSD
   purls:
   - pkg:pypi/lz4?source=hash-mapping
-  size: 36337
-  timestamp: 1725089680758
+  size: 33899
+  timestamp: 1695449017339
 - kind: conda
   name: lz4
-  version: 4.3.3
-  build: py312hb3f7f12_1
+  version: 4.3.2
+  build: py39h79d96da_1
   build_number: 1
   subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/lz4-4.3.3-py312hb3f7f12_1.conda
-  sha256: ea8151b4f55fa1f9b8d2220c7193c91f545aa15d44415cddbac9ea1f8782c117
-  md5: b99d90ef4e77acdab74828f79705a919
+  url: https://conda.anaconda.org/conda-forge/linux-64/lz4-4.3.2-py39h79d96da_1.conda
+  sha256: e99b7cab72a80429d6231149c18266a2b27318aa838aa1b29c0944dbe5efc69c
+  md5: 098feecfa5d91726caf654b67c9e7190
   depends:
-  - __glibc >=2.17,<3.0.a0
-  - libgcc >=13
+  - libgcc-ng >=12
   - lz4-c >=1.9.3,<1.10.0a0
-  - python >=3.12,<3.13.0a0
-  - python_abi 3.12.* *_cp312
+  - python >=3.9,<3.10.0a0
+  - python_abi 3.9.* *_cp39
   license: BSD-3-Clause
   license_family: BSD
   purls:
   - pkg:pypi/lz4?source=hash-mapping
-  size: 39432
-  timestamp: 1725089587134
+  size: 36850
+  timestamp: 1695448904229
 - kind: conda
   name: lz4
   version: 4.3.3
-  build: py39h32162fe_1
+  build: py312h11d1bbd_1
   build_number: 1
   subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/lz4-4.3.3-py39h32162fe_1.conda
-  sha256: 66387985038b6df8be0be82624aee253b586380271b29a59bad5533be4b1b9f2
-  md5: eaf08650b1e5306613e29d6d4daf70a7
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/lz4-4.3.3-py312h11d1bbd_1.conda
+  sha256: 592e903be664d4daca335bc8b95f7e092aef0276830a2a7b5962ca7bbca60ee6
+  md5: 4a9eb3dc0ba76484cae3084b99d008e5
   depends:
   - __osx >=11.0
   - lz4-c >=1.9.3,<1.10.0a0
-  - python >=3.9,<3.10.0a0
-  - python >=3.9,<3.10.0a0 *_cpython
-  - python_abi 3.9.* *_cp39
+  - python >=3.12,<3.13.0a0
+  - python >=3.12,<3.13.0a0 *_cpython
+  - python_abi 3.12.* *_cp312
   license: BSD-3-Clause
   license_family: BSD
   purls:
   - pkg:pypi/lz4?source=hash-mapping
-  size: 105881
-  timestamp: 1725089678307
+  size: 108178
+  timestamp: 1725089672204
 - kind: conda
   name: lz4
   version: 4.3.3
-  build: py39ha7ca277_1
+  build: py312h83408cd_1
   build_number: 1
   subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/lz4-4.3.3-py39ha7ca277_1.conda
-  sha256: 4ef5886bcd9af5768ca9448f50e5e1c867c237629e61d9cfe4d5d155cff722a1
-  md5: 1f1535cfcfd857aa79d19f5245a306ef
+  url: https://conda.anaconda.org/conda-forge/osx-64/lz4-4.3.3-py312h83408cd_1.conda
+  sha256: b270abcdf268fc3d2e6d1d5b2fb0837f52485be7b6259fd834d6c3810f43e986
+  md5: cf60d8882f24daa555d28c44364f33f2
   depends:
   - __osx >=10.13
   - lz4-c >=1.9.3,<1.10.0a0
-  - python >=3.9,<3.10.0a0
-  - python_abi 3.9.* *_cp39
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
   license: BSD-3-Clause
   license_family: BSD
   purls:
   - pkg:pypi/lz4?source=hash-mapping
-  size: 34092
-  timestamp: 1725089613060
+  size: 36337
+  timestamp: 1725089680758
 - kind: conda
   name: lz4
   version: 4.3.3
-  build: py39hd7df8f7_1
+  build: py312hb3f7f12_1
   build_number: 1
   subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/lz4-4.3.3-py39hd7df8f7_1.conda
-  sha256: 0fad5640d92193fba58da6c2138f4d0da342789dcd7690caae402140fdcb9280
-  md5: 5eac52bcb350198b53c6b1efb384b563
+  url: https://conda.anaconda.org/conda-forge/linux-64/lz4-4.3.3-py312hb3f7f12_1.conda
+  sha256: ea8151b4f55fa1f9b8d2220c7193c91f545aa15d44415cddbac9ea1f8782c117
+  md5: b99d90ef4e77acdab74828f79705a919
   depends:
   - __glibc >=2.17,<3.0.a0
   - libgcc >=13
   - lz4-c >=1.9.3,<1.10.0a0
-  - python >=3.9,<3.10.0a0
-  - python_abi 3.9.* *_cp39
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
   license: BSD-3-Clause
   license_family: BSD
   purls:
   - pkg:pypi/lz4?source=hash-mapping
-  size: 36774
-  timestamp: 1725089554821
+  size: 39432
+  timestamp: 1725089587134
 - kind: conda
   name: lz4-c
   version: 1.9.4
@@ -14085,6 +14099,7 @@ packages:
   - python >=3.7
   - uhi >=0.2.0
   license: MIT
+  license_family: MIT
   purls:
   - pkg:pypi/mplhep?source=hash-mapping
   size: 39109
@@ -14105,6 +14120,62 @@ packages:
   - pkg:pypi/mplhep-data?source=hash-mapping
   size: 4988336
   timestamp: 1629888799240
+- kind: conda
+  name: msgpack-python
+  version: 1.0.6
+  build: py39h7633fee_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/msgpack-python-1.0.6-py39h7633fee_0.conda
+  sha256: ec1775ee47127f6ffcda5ed177280cf21a6b1e2e466cb8ab911a54cf40370961
+  md5: e39816a8abd539079a9d0b3c9045b2cb
+  depends:
+  - libgcc-ng >=12
+  - libstdcxx-ng >=12
+  - python >=3.9,<3.10.0a0
+  - python_abi 3.9.* *_cp39
+  license: Apache-2.0
+  license_family: Apache
+  purls:
+  - pkg:pypi/msgpack?source=hash-mapping
+  size: 197501
+  timestamp: 1695464296825
+- kind: conda
+  name: msgpack-python
+  version: 1.0.6
+  build: py39h8ee36c8_0
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/msgpack-python-1.0.6-py39h8ee36c8_0.conda
+  sha256: e1e10bc7f7b6d6b074d190db040e36ebb07479e1add3ef2ff4b4aab5d5ff2b54
+  md5: 55bd6319fad3488f94a2fd7555a890ac
+  depends:
+  - libcxx >=15.0.7
+  - python >=3.9,<3.10.0a0
+  - python_abi 3.9.* *_cp39
+  license: Apache-2.0
+  license_family: Apache
+  purls:
+  - pkg:pypi/msgpack?source=hash-mapping
+  size: 186982
+  timestamp: 1695464498824
+- kind: conda
+  name: msgpack-python
+  version: 1.0.6
+  build: py39hbd775c9_0
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/msgpack-python-1.0.6-py39hbd775c9_0.conda
+  sha256: 12d43e101b1c480d4812b1ab8fcda23bf3aa37425a0abf8ac02c5cff048faa46
+  md5: bf5342b25d79fb7ef977e7cc9fb20e99
+  depends:
+  - libcxx >=15.0.7
+  - python >=3.9,<3.10.0a0
+  - python >=3.9,<3.10.0a0 *_cpython
+  - python_abi 3.9.* *_cp39
+  license: Apache-2.0
+  license_family: Apache
+  purls:
+  - pkg:pypi/msgpack?source=hash-mapping
+  size: 189158
+  timestamp: 1695464623010
 - kind: conda
   name: msgpack-python
   version: 1.1.0
@@ -14164,65 +14235,6 @@ packages:
   - pkg:pypi/msgpack?source=hash-mapping
   size: 90548
   timestamp: 1725975181015
-- kind: conda
-  name: msgpack-python
-  version: 1.1.0
-  build: py39h0d8d0ca_0
-  subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/msgpack-python-1.1.0-py39h0d8d0ca_0.conda
-  sha256: 9a8b23f855f162c1fca5c2c7cdc6c6e3df2b60e060e23f5477e43b0e3c550a49
-  md5: 474c0102b07f9333beaebb2e79147bee
-  depends:
-  - __osx >=10.13
-  - libcxx >=17
-  - python >=3.9,<3.10.0a0
-  - python_abi 3.9.* *_cp39
-  license: Apache-2.0
-  license_family: Apache
-  purls:
-  - pkg:pypi/msgpack?source=hash-mapping
-  size: 84317
-  timestamp: 1725975206008
-- kind: conda
-  name: msgpack-python
-  version: 1.1.0
-  build: py39h157d57c_0
-  subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/msgpack-python-1.1.0-py39h157d57c_0.conda
-  sha256: 7c8ee5a1b7e8243c38399a0d8b9e418f9d03a92cc1fc666c9daf4591d0f80294
-  md5: 2bde86a9ac55d92407fce55ad85fc16b
-  depends:
-  - __osx >=11.0
-  - libcxx >=17
-  - python >=3.9,<3.10.0a0
-  - python >=3.9,<3.10.0a0 *_cpython
-  - python_abi 3.9.* *_cp39
-  license: Apache-2.0
-  license_family: Apache
-  purls:
-  - pkg:pypi/msgpack?source=hash-mapping
-  size: 84478
-  timestamp: 1725975361735
-- kind: conda
-  name: msgpack-python
-  version: 1.1.0
-  build: py39h74842e3_0
-  subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/msgpack-python-1.1.0-py39h74842e3_0.conda
-  sha256: 88b8bb1d6b9d48e3d785ea2ddec98913fd10740f96433a2bc4a0ea2815097787
-  md5: 9eb2a7585e756451a5e13b908cb519f2
-  depends:
-  - __glibc >=2.17,<3.0.a0
-  - libgcc >=13
-  - libstdcxx >=13
-  - python >=3.9,<3.10.0a0
-  - python_abi 3.9.* *_cp39
-  license: Apache-2.0
-  license_family: Apache
-  purls:
-  - pkg:pypi/msgpack?source=hash-mapping
-  size: 97975
-  timestamp: 1725975169583
 - kind: pypi
   name: multidict
   version: 6.1.0
@@ -19721,6 +19733,7 @@ packages:
   - types-pyyaml >=6.0
   - typing_extensions
   license: BSD-3-Clause
+  license_family: BSD
   purls:
   - pkg:pypi/servicex?source=hash-mapping
   size: 35683
@@ -20363,6 +20376,23 @@ packages:
   - pkg:pypi/tomli?source=hash-mapping
   size: 18203
   timestamp: 1727974767524
+- kind: conda
+  name: toolz
+  version: 0.12.0
+  build: pyhd8ed1ab_0
+  subdir: noarch
+  noarch: python
+  url: https://conda.anaconda.org/conda-forge/noarch/toolz-0.12.0-pyhd8ed1ab_0.tar.bz2
+  sha256: 90229da7665175b0185183ab7b53f50af487c7f9b0f47cf09c184cbc139fd24b
+  md5: 92facfec94bc02d6ccf42e7173831a36
+  depends:
+  - python >=3.5
+  license: BSD-3-Clause
+  license_family: BSD
+  purls:
+  - pkg:pypi/toolz?source=hash-mapping
+  size: 49136
+  timestamp: 1657485654230
 - kind: conda
   name: toolz
   version: 1.0.0
@@ -20380,6 +20410,62 @@ packages:
   - pkg:pypi/toolz?source=hash-mapping
   size: 52623
   timestamp: 1728059623353
+- kind: conda
+  name: tornado
+  version: 6.3.3
+  build: py39h0f82c59_1
+  build_number: 1
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/tornado-6.3.3-py39h0f82c59_1.conda
+  sha256: e294cd0a32c14e6e879a202a50ae2ad393dd93e767b3f8e54be96cbcf32af595
+  md5: 6e7376dbfbe98b5537bfc9a1b8cf1e41
+  depends:
+  - python >=3.9,<3.10.0a0
+  - python >=3.9,<3.10.0a0 *_cpython
+  - python_abi 3.9.* *_cp39
+  license: Apache-2.0
+  license_family: Apache
+  purls:
+  - pkg:pypi/tornado?source=hash-mapping
+  size: 631147
+  timestamp: 1695374019424
+- kind: conda
+  name: tornado
+  version: 6.3.3
+  build: py39hd1e30aa_1
+  build_number: 1
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.3.3-py39hd1e30aa_1.conda
+  sha256: dc0df742be0e83a4286137d21f60ca829632c2ffd66d3bebb603afe5ce74cc68
+  md5: cbe186eefb0bcd91e8f47c3908489874
+  depends:
+  - libgcc-ng >=12
+  - python >=3.9,<3.10.0a0
+  - python_abi 3.9.* *_cp39
+  license: Apache-2.0
+  license_family: Apache
+  purls:
+  - pkg:pypi/tornado?source=hash-mapping
+  size: 631587
+  timestamp: 1695373593055
+- kind: conda
+  name: tornado
+  version: 6.3.3
+  build: py39hdc70f33_1
+  build_number: 1
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/tornado-6.3.3-py39hdc70f33_1.conda
+  sha256: 9b9733bf2e8ceb2011ee7a210dc6a9590ae33e0e6705f449953a45cb42617741
+  md5: a4d95128d710c359453aaa22a5aedcde
+  depends:
+  - python >=3.9,<3.10.0a0
+  - python_abi 3.9.* *_cp39
+  license: Apache-2.0
+  license_family: Apache
+  purls:
+  - pkg:pypi/tornado?source=hash-mapping
+  size: 631272
+  timestamp: 1695373995753
 - kind: conda
   name: tornado
   version: 6.4.1
@@ -20492,65 +20578,6 @@ packages:
   license_family: Apache
   size: 866888
   timestamp: 1724960870564
-- kind: conda
-  name: tornado
-  version: 6.4.1
-  build: py39h06d86d0_1
-  build_number: 1
-  subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/tornado-6.4.1-py39h06d86d0_1.conda
-  sha256: d0b34832ba610e3af0887ccac3e403c1c038db90f97966197b41388999d68ba0
-  md5: 6070e05765b51763902b93b699471cfe
-  depends:
-  - __osx >=10.13
-  - python >=3.9,<3.10.0a0
-  - python_abi 3.9.* *_cp39
-  license: Apache-2.0
-  license_family: Apache
-  purls:
-  - pkg:pypi/tornado?source=hash-mapping
-  size: 642733
-  timestamp: 1724956282002
-- kind: conda
-  name: tornado
-  version: 6.4.1
-  build: py39h06df861_1
-  build_number: 1
-  subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/tornado-6.4.1-py39h06df861_1.conda
-  sha256: bb1fc1a65c29386d064193819a468d43dbfb4fb8009088366a2ad29c9f6a6fdc
-  md5: 8e8fef76e7303a0a8e4430a89c440008
-  depends:
-  - __osx >=11.0
-  - python >=3.9,<3.10.0a0
-  - python >=3.9,<3.10.0a0 *_cpython
-  - python_abi 3.9.* *_cp39
-  license: Apache-2.0
-  license_family: Apache
-  purls:
-  - pkg:pypi/tornado?source=hash-mapping
-  size: 642374
-  timestamp: 1724956313228
-- kind: conda
-  name: tornado
-  version: 6.4.1
-  build: py39h8cd3c5a_1
-  build_number: 1
-  subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.4.1-py39h8cd3c5a_1.conda
-  sha256: 42a44ab25b062758a8f166ac4d458a40958101c1b8b33467e4dda0f1bde04752
-  md5: 48d269953fcddbbcde078429d4b27afe
-  depends:
-  - __glibc >=2.17,<3.0.a0
-  - libgcc >=13
-  - python >=3.9,<3.10.0a0
-  - python_abi 3.9.* *_cp39
-  license: Apache-2.0
-  license_family: Apache
-  purls:
-  - pkg:pypi/tornado?source=hash-mapping
-  size: 640284
-  timestamp: 1724956072666
 - kind: conda
   name: tqdm
   version: 4.66.5
diff --git a/pixi.toml b/pixi.toml
index 0d9e68d..c5f5950 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -58,6 +58,11 @@ cloudpickle = "3.0.0.*"
 idna = "<3.0"
 pandas = "<2.0"
 setuptools = ">=70.0,<71"
+# Debug to see if _exact_ scheduler environment replication is required
+lz4 = "4.3.2.*"
+msgpack-python = "1.0.6.*"
+toolz = "0.12.0.*"
+tornado = "6.3.3.*"
 
 [feature.cms-open-data-ttbar.pypi-dependencies]
 servicex = ">=2.6.0, <3.0"