mirror of
https://github.com/MPCStats/zk-stats-lib.git
synced 2026-01-08 05:04:07 -05:00
ezkl 9.1.0, zkstats 0.1.3, format result as array to include regression case, mod supported in median
This commit is contained in:
JernKunpittaya
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[package.extras]
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lxml = ["lxml (>=4.0)"]
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||||
plot = ["matplotlib"]
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repacker = ["uharfbuzz (>=0.23.0)"]
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@@ -501,13 +505,13 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
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[[package]]
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[package.extras]
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@@ -525,7 +529,7 @@ github = ["requests"]
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gs = ["gcsfs"]
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||||
gui = ["panel"]
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||||
hdfs = ["pyarrow (>=1)"]
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http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "requests"]
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http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"]
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libarchive = ["libarchive-c"]
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||||
oci = ["ocifs"]
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s3 = ["s3fs"]
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@@ -566,13 +570,13 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
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||||
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||||
[[package]]
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||||
name = "importlib-resources"
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description = "Read resources from Python packages"
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[package.dependencies]
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@@ -580,7 +584,7 @@ zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
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||||
|
||||
[package.extras]
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||||
docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
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||||
testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
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||||
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||||
|
||||
[[package]]
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name = "iniconfig"
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@@ -595,13 +599,13 @@ files = [
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[[package]]
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name = "ipykernel"
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python-versions = ">=3.8"
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{file = "ipykernel-6.29.0.tar.gz", hash = "sha256:b5dd3013cab7b330df712891c96cd1ab868c27a7159e606f762015e9bf8ceb3f"},
|
||||
{file = "ipykernel-6.29.3-py3-none-any.whl", hash = "sha256:5aa086a4175b0229d4eca211e181fb473ea78ffd9869af36ba7694c947302a21"},
|
||||
{file = "ipykernel-6.29.3.tar.gz", hash = "sha256:e14c250d1f9ea3989490225cc1a542781b095a18a19447fcf2b5eaf7d0ac5bd2"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
@@ -624,7 +628,7 @@ cov = ["coverage[toml]", "curio", "matplotlib", "pytest-cov", "trio"]
|
||||
docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
|
||||
pyqt5 = ["pyqt5"]
|
||||
pyside6 = ["pyside6"]
|
||||
test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (==0.23.2)", "pytest-cov", "pytest-timeout"]
|
||||
test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.23.5)", "pytest-cov", "pytest-timeout"]
|
||||
|
||||
[[package]]
|
||||
name = "ipython"
|
||||
@@ -857,108 +861,108 @@ files = [
|
||||
|
||||
[[package]]
|
||||
name = "markupsafe"
|
||||
version = "2.1.4"
|
||||
version = "2.1.5"
|
||||
description = "Safely add untrusted strings to HTML/XML markup."
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
files = [
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||||
{file = "MarkupSafe-2.1.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:de8153a7aae3835484ac168a9a9bdaa0c5eee4e0bc595503c95d53b942879c84"},
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{file = "MarkupSafe-2.1.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e888ff76ceb39601c59e219f281466c6d7e66bd375b4ec1ce83bcdc68306796b"},
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{file = "MarkupSafe-2.1.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a0b838c37ba596fcbfca71651a104a611543077156cb0a26fe0c475e1f152ee8"},
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{file = "MarkupSafe-2.1.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dac1ebf6983148b45b5fa48593950f90ed6d1d26300604f321c74a9ca1609f8e"},
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{file = "MarkupSafe-2.1.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0fbad3d346df8f9d72622ac71b69565e621ada2ce6572f37c2eae8dacd60385d"},
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{file = "MarkupSafe-2.1.4-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:d5291d98cd3ad9a562883468c690a2a238c4a6388ab3bd155b0c75dd55ece858"},
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{file = "MarkupSafe-2.1.4-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:a7cc49ef48a3c7a0005a949f3c04f8baa5409d3f663a1b36f0eba9bfe2a0396e"},
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{file = "MarkupSafe-2.1.4-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:b83041cda633871572f0d3c41dddd5582ad7d22f65a72eacd8d3d6d00291df26"},
|
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{file = "MarkupSafe-2.1.4-cp310-cp310-win32.whl", hash = "sha256:0c26f67b3fe27302d3a412b85ef696792c4a2386293c53ba683a89562f9399b0"},
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{file = "MarkupSafe-2.1.4-cp310-cp310-win_amd64.whl", hash = "sha256:a76055d5cb1c23485d7ddae533229039b850db711c554a12ea64a0fd8a0129e2"},
|
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{file = "MarkupSafe-2.1.4-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:9e9e3c4020aa2dc62d5dd6743a69e399ce3de58320522948af6140ac959ab863"},
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{file = "MarkupSafe-2.1.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0042d6a9880b38e1dd9ff83146cc3c9c18a059b9360ceae207805567aacccc69"},
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{file = "MarkupSafe-2.1.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:55d03fea4c4e9fd0ad75dc2e7e2b6757b80c152c032ea1d1de487461d8140efc"},
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{file = "MarkupSafe-2.1.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3ab3a886a237f6e9c9f4f7d272067e712cdb4efa774bef494dccad08f39d8ae6"},
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{file = "MarkupSafe-2.1.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:abf5ebbec056817057bfafc0445916bb688a255a5146f900445d081db08cbabb"},
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{file = "MarkupSafe-2.1.4-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:e1a0d1924a5013d4f294087e00024ad25668234569289650929ab871231668e7"},
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{file = "MarkupSafe-2.1.4-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:e7902211afd0af05fbadcc9a312e4cf10f27b779cf1323e78d52377ae4b72bea"},
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{file = "MarkupSafe-2.1.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:c669391319973e49a7c6230c218a1e3044710bc1ce4c8e6eb71f7e6d43a2c131"},
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{file = "MarkupSafe-2.1.4-cp311-cp311-win32.whl", hash = "sha256:31f57d64c336b8ccb1966d156932f3daa4fee74176b0fdc48ef580be774aae74"},
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{file = "MarkupSafe-2.1.4-cp311-cp311-win_amd64.whl", hash = "sha256:54a7e1380dfece8847c71bf7e33da5d084e9b889c75eca19100ef98027bd9f56"},
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{file = "MarkupSafe-2.1.4-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:a76cd37d229fc385738bd1ce4cba2a121cf26b53864c1772694ad0ad348e509e"},
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{file = "MarkupSafe-2.1.4-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:987d13fe1d23e12a66ca2073b8d2e2a75cec2ecb8eab43ff5624ba0ad42764bc"},
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{file = "MarkupSafe-2.1.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5244324676254697fe5c181fc762284e2c5fceeb1c4e3e7f6aca2b6f107e60dc"},
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{file = "MarkupSafe-2.1.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:78bc995e004681246e85e28e068111a4c3f35f34e6c62da1471e844ee1446250"},
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{file = "MarkupSafe-2.1.4-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a4d176cfdfde84f732c4a53109b293d05883e952bbba68b857ae446fa3119b4f"},
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{file = "MarkupSafe-2.1.4-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:f9917691f410a2e0897d1ef99619fd3f7dd503647c8ff2475bf90c3cf222ad74"},
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{file = "MarkupSafe-2.1.4-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:f06e5a9e99b7df44640767842f414ed5d7bedaaa78cd817ce04bbd6fd86e2dd6"},
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{file = "MarkupSafe-2.1.4-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:396549cea79e8ca4ba65525470d534e8a41070e6b3500ce2414921099cb73e8d"},
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{file = "MarkupSafe-2.1.4-cp312-cp312-win32.whl", hash = "sha256:f6be2d708a9d0e9b0054856f07ac7070fbe1754be40ca8525d5adccdbda8f475"},
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{file = "MarkupSafe-2.1.4-cp312-cp312-win_amd64.whl", hash = "sha256:5045e892cfdaecc5b4c01822f353cf2c8feb88a6ec1c0adef2a2e705eef0f656"},
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{file = "MarkupSafe-2.1.4-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:7a07f40ef8f0fbc5ef1000d0c78771f4d5ca03b4953fc162749772916b298fc4"},
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{file = "MarkupSafe-2.1.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d18b66fe626ac412d96c2ab536306c736c66cf2a31c243a45025156cc190dc8a"},
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{file = "MarkupSafe-2.1.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:698e84142f3f884114ea8cf83e7a67ca8f4ace8454e78fe960646c6c91c63bfa"},
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{file = "MarkupSafe-2.1.4-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:49a3b78a5af63ec10d8604180380c13dcd870aba7928c1fe04e881d5c792dc4e"},
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{file = "MarkupSafe-2.1.4-cp37-cp37m-win_amd64.whl", hash = "sha256:d6e427c7378c7f1b2bef6a344c925b8b63623d3321c09a237b7cc0e77dd98ceb"},
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{file = "MarkupSafe-2.1.4-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:bf1196dcc239e608605b716e7b166eb5faf4bc192f8a44b81e85251e62584bd2"},
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{file = "MarkupSafe-2.1.4-cp38-cp38-win32.whl", hash = "sha256:fc1a75aa8f11b87910ffd98de62b29d6520b6d6e8a3de69a70ca34dea85d2a8a"},
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{file = "MarkupSafe-2.1.4-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:765f036a3d00395a326df2835d8f86b637dbaf9832f90f5d196c3b8a7a5080cb"},
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{file = "MarkupSafe-2.1.4.tar.gz", hash = "sha256:3aae9af4cac263007fd6309c64c6ab4506dd2b79382d9d19a1994f9240b8db4f"},
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[[package]]
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@@ -1566,13 +1570,13 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
|
||||
|
||||
[[package]]
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||||
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|
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||||
description = "Extensions to the standard Python datetime module"
|
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optional = false
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||||
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
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[package.dependencies]
|
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@@ -1839,36 +1843,36 @@ files = [
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[[package]]
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name = "torch"
|
||||
version = "2.2.0"
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{file = "torch-2.2.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:ed9e29eb94cd493b36bca9cb0b1fd7f06a0688215ad1e4b3ab4931726e0ec092"},
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{file = "torch-2.2.1-cp39-cp39-win_amd64.whl", hash = "sha256:c47bc25744c743f3835831a20efdcfd60aeb7c3f9804a213f61e45803d16c2a5"},
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{file = "torch-2.2.1-cp39-none-macosx_10_9_x86_64.whl", hash = "sha256:0952549bcb43448c8d860d5e3e947dd18cbab491b14638e21750cb3090d5ad3e"},
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{file = "torch-2.2.1-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:26bd2272ec46fc62dcf7d24b2fb284d44fcb7be9d529ebf336b9860350d674ed"},
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]
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[package.dependencies]
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@@ -1888,7 +1892,7 @@ nvidia-cusparse-cu12 = {version = "12.1.0.106", markers = "platform_system == \"
|
||||
nvidia-nccl-cu12 = {version = "2.19.3", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
|
||||
nvidia-nvtx-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
|
||||
sympy = "*"
|
||||
triton = {version = "2.2.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
|
||||
triton = {version = "2.2.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version < \"3.12\""}
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||||
typing-extensions = ">=4.8.0"
|
||||
|
||||
[package.extras]
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||||
@@ -1955,24 +1959,24 @@ tutorials = ["matplotlib", "pandas", "tabulate", "torch"]
|
||||
|
||||
[[package]]
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||||
name = "typing-extensions"
|
||||
version = "4.9.0"
|
||||
version = "4.10.0"
|
||||
description = "Backported and Experimental Type Hints for Python 3.8+"
|
||||
optional = false
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||||
python-versions = ">=3.8"
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files = [
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{file = "typing_extensions-4.9.0-py3-none-any.whl", hash = "sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd"},
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{file = "typing_extensions-4.10.0.tar.gz", hash = "sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb"},
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]
|
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|
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[[package]]
|
||||
name = "urllib3"
|
||||
version = "2.2.0"
|
||||
version = "2.2.1"
|
||||
description = "HTTP library with thread-safe connection pooling, file post, and more."
|
||||
optional = false
|
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python-versions = ">=3.8"
|
||||
files = [
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{file = "urllib3-2.2.0-py3-none-any.whl", hash = "sha256:ce3711610ddce217e6d113a2732fafad960a03fd0318c91faa79481e35c11224"},
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{file = "urllib3-2.2.0.tar.gz", hash = "sha256:051d961ad0c62a94e50ecf1af379c3aba230c66c710493493560c0c223c49f20"},
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{file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"},
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{file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"},
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]
|
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|
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[package.extras]
|
||||
@@ -2010,4 +2014,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
|
||||
[metadata]
|
||||
lock-version = "2.0"
|
||||
python-versions = "^3.9"
|
||||
content-hash = "cf9482db6e504a38e3044e26a6b145e6fb4295936e19a6226e9b6dcbc2ba3270"
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||||
content-hash = "3b9e31329875d4c44356a5b2ec0c2d5b95b82b31d99a91e70054cc7728266e52"
|
||||
|
||||
@@ -1,12 +1,12 @@
|
||||
[tool.poetry]
|
||||
name = "zkstats"
|
||||
version = "0.1.2"
|
||||
version = "0.1.3"
|
||||
description = ""
|
||||
authors = ["Jern Kunpittaya", "Kevin Chia"]
|
||||
|
||||
[tool.poetry.dependencies]
|
||||
python = "^3.9"
|
||||
ezkl = "7.0.0"
|
||||
ezkl = "9.1.0"
|
||||
torch = "^2.1.1"
|
||||
requests = "^2.31.0"
|
||||
scipy = "^1.11.4"
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
ezkl==7.0.0
|
||||
ezkl==9.1.0
|
||||
torch
|
||||
requests
|
||||
scipy
|
||||
|
||||
@@ -47,7 +47,8 @@ def test_get_data_commitment_maps_hardcoded(tmp_path):
|
||||
data_to_file(data_path, [column_0, column_1])
|
||||
scales = [2, 3]
|
||||
commitment_maps = get_data_commitment_maps(data_path, scales)
|
||||
expected = {"2": {'columns_0': '0x28b5eeb5aeee399c8c50c5b323def9a1aec1deee5b9ae193463d4f9b8893a9a3', 'columns_1': '0x0523c85a86dddd810418e8376ce6d9d21b1b7363764c9c31b575b8ffbad82987'}, "3": {'columns_0': '0x0a2906522d3f902ff4a63ee8aed4d2eaec0b14f71c51eb9557bd693a4e7d77ad', 'columns_1': '0x2dac7fee1efb9eb955f52494a26a3fba6d1fa28cc819e598cb0af31a47b29d08'}}
|
||||
# expected = {"2": {'columns_0': '0x28b5eeb5aeee399c8c50c5b323def9a1aec1deee5b9ae193463d4f9b8893a9a3', 'columns_1': '0x0523c85a86dddd810418e8376ce6d9d21b1b7363764c9c31b575b8ffbad82987'}, "3": {'columns_0': '0x0a2906522d3f902ff4a63ee8aed4d2eaec0b14f71c51eb9557bd693a4e7d77ad', 'columns_1': '0x2dac7fee1efb9eb955f52494a26a3fba6d1fa28cc819e598cb0af31a47b29d08'}}
|
||||
expected = {"2": {'columns_0': 'a3a993889b4f3d4693e19a5beedec1aea1f9de23b3c5508c9c39eeaeb5eeb528', 'columns_1': '8729d8baffb875b5319c4c7663731b1bd2d9e66c37e8180481dddd865ac82305'}, "3": {'columns_0': 'ad777d4e3a69bd5795eb511cf7140becead2d4aee83ea6f42f903f2d5206290a', 'columns_1': '089db2471af30acb98e519c88ca21f6dba3f6aa29424f555b99efb1eee7fac2d'}}
|
||||
assert commitment_maps == expected
|
||||
|
||||
|
||||
|
||||
@@ -156,9 +156,11 @@ def prover_gen_proof(
|
||||
# print(witness["outputs"])
|
||||
settings = json.load(open(settings_path))
|
||||
output_scale = settings['model_output_scales']
|
||||
print("witness boolean: ", ezkl.vecu64_to_float(witness['outputs'][0][0], output_scale[0]))
|
||||
# print("witness boolean: ", ezkl.vecu64_to_float(witness['outputs'][0][0], output_scale[0]))
|
||||
print("witness boolean: ", ezkl.felt_to_float(witness['outputs'][0][0], output_scale[0]))
|
||||
for i in range(len(witness['outputs'][1])):
|
||||
print("witness result", i+1,":", ezkl.vecu64_to_float(witness['outputs'][1][i], output_scale[1]))
|
||||
# print("witness result", i+1,":", ezkl.vecu64_to_float(witness['outputs'][1][i], output_scale[1]))
|
||||
print("witness result", i+1,":", ezkl.felt_to_float(witness['outputs'][1][i], output_scale[1]))
|
||||
|
||||
# GENERATE A PROOF
|
||||
print("==== Generating Proof ====")
|
||||
@@ -238,7 +240,8 @@ def verifier_verify(proof_path: str, settings_path: str, vk_path: str, selected_
|
||||
# Sanity check
|
||||
# Check each commitment is correct
|
||||
for i, (actual_commitment, column_name) in enumerate(zip(inputs, selected_columns)):
|
||||
actual_commitment_str = ezkl.vecu64_to_felt(actual_commitment)
|
||||
# actual_commitment_str = ezkl.vecu64_to_felt(actual_commitment)
|
||||
actual_commitment_str = (actual_commitment)
|
||||
input_scale = input_scales[i]
|
||||
expected_commitment = commitment_maps[str(input_scale)][column_name]
|
||||
assert actual_commitment_str == expected_commitment, f"commitment mismatch: {i=}, {actual_commitment_str=}, {expected_commitment=}"
|
||||
@@ -247,9 +250,14 @@ def verifier_verify(proof_path: str, settings_path: str, vk_path: str, selected_
|
||||
# - is a tuple (is_in_error, result)
|
||||
# - is_valid is True
|
||||
# Sanity check
|
||||
is_in_error = ezkl.vecu64_to_float(outputs[0], output_scales[0])
|
||||
# is_in_error = ezkl.vecu64_to_float(outputs[0], output_scales[0])
|
||||
is_in_error = ezkl.felt_to_float(outputs[0], output_scales[0])
|
||||
assert is_in_error == 1.0, f"result is not within error"
|
||||
return ezkl.vecu64_to_float(outputs[1], output_scales[1])
|
||||
result_arr = []
|
||||
for index in range(len(outputs)-1):
|
||||
# result_arr.append(ezkl.vecu64_to_float(outputs[index+1], output_scales[1]))
|
||||
result_arr.append(ezkl.felt_to_float(outputs[index+1], output_scales[1]))
|
||||
return result_arr
|
||||
|
||||
|
||||
# ===================================================================================================
|
||||
@@ -376,7 +384,9 @@ def _process_data(
|
||||
|
||||
def _get_commitment_for_column(column: list[float], scale: int) -> str:
|
||||
# Ref: https://github.com/zkonduit/ezkl/discussions/633
|
||||
serialized_data = [ezkl.float_to_vecu64(x, scale) for x in column]
|
||||
res_poseidon_hash = ezkl.poseidon_hash(serialized_data)
|
||||
res_hex = ezkl.vecu64_to_felt(res_poseidon_hash[0])
|
||||
return res_hex
|
||||
# serialized_data = [ezkl.float_to_vecu64(x, scale) for x in column]
|
||||
serialized_data = [ezkl.float_to_felt(x, scale) for x in column]
|
||||
res_poseidon_hash = ezkl.poseidon_hash(serialized_data)[0]
|
||||
# res_hex = ezkl.vecu64_to_felt(res_poseidon_hash[0])
|
||||
|
||||
return res_poseidon_hash
|
||||
@@ -69,8 +69,7 @@ class Median(Operation):
|
||||
len = x.size()[1]
|
||||
half_len = torch.floor(torch.div(len, 2))
|
||||
|
||||
# not support modulo yet
|
||||
less_cons = count_less<half_len+2*(len/2 - torch.floor(len/2))
|
||||
less_cons = count_less<half_len+len%2
|
||||
more_cons = count_less+count_equal>half_len
|
||||
|
||||
# For count_equal == 0
|
||||
|
||||
Reference in New Issue
Block a user