From e6f6d6b13ad67d3a29e61c4f3315cff438084ff5 Mon Sep 17 00:00:00 2001 From: davidhieber Date: Thu, 7 Aug 2025 11:26:05 +0200 Subject: [PATCH 01/35] feat: bump flame-sdk version Co-authored-by: Nightknight3000 --- poetry.lock | 170 +++++++++++++++++++++++++------------------------ pyproject.toml | 2 +- 2 files changed, 87 insertions(+), 85 deletions(-) diff --git a/poetry.lock b/poetry.lock index 122818f..54dfa6d 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,12 +1,12 @@ -# This file is automatically @generated by Poetry and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand. [[package]] name = "annotated-types" version = "0.7.0" description = "Reusable constraint types to use with typing.Annotated" -category = "main" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, @@ -14,14 +14,14 @@ files = [ [[package]] name = "anyio" -version = "4.9.0" -description = "High level compatibility layer for multiple asynchronous event loop implementations" -category = "main" +version = "4.10.0" +description = "High-level concurrency and networking framework on top of asyncio or Trio" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ - {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"}, - {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"}, + {file = "anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1"}, + {file = "anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6"}, ] [package.dependencies] @@ -31,29 +31,27 @@ sniffio = ">=1.1" typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""} [package.extras] -doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"] -test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"] trio = ["trio (>=0.26.1)"] [[package]] name = "certifi" -version = "2025.7.9" +version = "2025.8.3" description = "Python package for providing Mozilla's CA Bundle." -category = "main" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ - {file = "certifi-2025.7.9-py3-none-any.whl", hash = "sha256:d842783a14f8fdd646895ac26f719a061408834473cfc10203f6a575beb15d39"}, - {file = "certifi-2025.7.9.tar.gz", hash = "sha256:c1d2ec05395148ee10cf672ffc28cd37ea0ab0d99f9cc74c43e588cbd111b079"}, + {file = "certifi-2025.8.3-py3-none-any.whl", hash = "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5"}, + {file = "certifi-2025.8.3.tar.gz", hash = "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407"}, ] [[package]] name = "cfgv" version = "3.4.0" description = "Validate configuration and produce human readable error messages." -category = "dev" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"}, {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"}, @@ -63,9 +61,9 @@ files = [ name = "click" version = "8.1.8" description = "Composable command line interface toolkit" -category = "main" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"}, {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"}, @@ -78,33 +76,35 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""} name = "colorama" version = "0.4.6" description = "Cross-platform colored terminal text." -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" +groups = ["main", "dev"] files = [ {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, ] +markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\""} [[package]] name = "distlib" -version = "0.3.9" +version = "0.4.0" description = "Distribution utilities" -category = "dev" optional = false python-versions = "*" +groups = ["dev"] files = [ - {file = "distlib-0.3.9-py2.py3-none-any.whl", hash = "sha256:47f8c22fd27c27e25a65601af709b38e4f0a45ea4fc2e710f65755fa8caaaf87"}, - {file = "distlib-0.3.9.tar.gz", hash = "sha256:a60f20dea646b8a33f3e7772f74dc0b2d0772d2837ee1342a00645c81edf9403"}, + {file = "distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16"}, + {file = "distlib-0.4.0.tar.gz", hash = "sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d"}, ] [[package]] name = "exceptiongroup" version = "1.3.0" description = "Backport of PEP 654 (exception groups)" -category = "main" optional = false python-versions = ">=3.7" +groups = ["main", "dev"] +markers = "python_version < \"3.11\"" files = [ {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"}, {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"}, @@ -120,9 +120,9 @@ test = ["pytest (>=6)"] name = "fastapi" version = "0.110.3" description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production" -category = "main" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "fastapi-0.110.3-py3-none-any.whl", hash = "sha256:fd7600612f755e4050beb74001310b5a7e1796d149c2ee363124abdfa0289d32"}, {file = "fastapi-0.110.3.tar.gz", hash = "sha256:555700b0159379e94fdbfc6bb66a0f1c43f4cf7060f25239af3d84b63a656626"}, @@ -140,9 +140,9 @@ all = ["email_validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)" name = "filelock" version = "3.18.0" description = "A platform independent file lock." -category = "dev" optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"}, {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"}, @@ -151,15 +151,15 @@ files = [ [package.extras] docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"] testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"] -typing = ["typing-extensions (>=4.12.2)"] +typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""] [[package]] name = "flamesdk" version = "0.2.4" description = "" -category = "main" optional = false python-versions = "^3.9" +groups = ["main"] files = [] develop = false @@ -171,16 +171,16 @@ uvicorn = "^0.27.1" [package.source] type = "git" url = "https://github.com/PrivateAIM/python-sdk.git" -reference = "main" -resolved_reference = "36ee6fb4cb7df7ff864c2cf2232899bea0c3cbb1" +reference = "canary" +resolved_reference = "34c745259adfa6c541957b3905a2a7f58c02ad98" [[package]] name = "h11" version = "0.16.0" description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" -category = "main" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"}, {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"}, @@ -190,9 +190,9 @@ files = [ name = "httpcore" version = "1.0.9" description = "A minimal low-level HTTP client." -category = "main" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"}, {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"}, @@ -205,16 +205,16 @@ h11 = ">=0.16" [package.extras] asyncio = ["anyio (>=4.0,<5.0)"] http2 = ["h2 (>=3,<5)"] -socks = ["socksio (>=1.0.0,<2.0.0)"] +socks = ["socksio (==1.*)"] trio = ["trio (>=0.22.0,<1.0)"] [[package]] name = "httpx" version = "0.27.2" description = "The next generation HTTP client." -category = "main" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpx-0.27.2-py3-none-any.whl", hash = "sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0"}, {file = "httpx-0.27.2.tar.gz", hash = "sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2"}, @@ -223,24 +223,24 @@ files = [ [package.dependencies] anyio = "*" certifi = "*" -httpcore = ">=1.0.0,<2.0.0" +httpcore = "==1.*" idna = "*" sniffio = "*" [package.extras] -brotli = ["brotli", "brotlicffi"] -cli = ["click (>=8.0.0,<9.0.0)", "pygments (>=2.0.0,<3.0.0)", "rich (>=10,<14)"] +brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""] +cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"] http2 = ["h2 (>=3,<5)"] -socks = ["socksio (>=1.0.0,<2.0.0)"] +socks = ["socksio (==1.*)"] zstd = ["zstandard (>=0.18.0)"] [[package]] name = "identify" version = "2.6.12" description = "File identification library for Python" -category = "dev" optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "identify-2.6.12-py2.py3-none-any.whl", hash = "sha256:ad9672d5a72e0d2ff7c5c8809b62dfa60458626352fb0eb7b55e69bdc45334a2"}, {file = "identify-2.6.12.tar.gz", hash = "sha256:d8de45749f1efb108badef65ee8386f0f7bb19a7f26185f74de6367bffbaf0e6"}, @@ -253,9 +253,9 @@ license = ["ukkonen"] name = "idna" version = "3.10" description = "Internationalized Domain Names in Applications (IDNA)" -category = "main" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"}, {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"}, @@ -268,9 +268,9 @@ all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2 name = "iniconfig" version = "2.1.0" description = "brain-dead simple config-ini parsing" -category = "dev" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"}, {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"}, @@ -280,9 +280,9 @@ files = [ name = "nodeenv" 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Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`." -category = "dev" optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "platformdirs-4.3.8-py3-none-any.whl", hash = "sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4"}, {file = "platformdirs-4.3.8.tar.gz", hash = "sha256:3d512d96e16bcb959a814c9f348431070822a6496326a4be0911c40b5a74c2bc"}, @@ -321,9 +321,9 @@ type = ["mypy (>=1.14.1)"] name = "pluggy" version = "1.6.0" description = "plugin and hook calling mechanisms for python" -category = "dev" optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"}, {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"}, @@ -337,9 +337,9 @@ testing = ["coverage", "pytest", "pytest-benchmark"] name = "pre-commit" 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["email-validator (>=2.0.0)"] -timezone = ["tzdata"] +timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""] [[package]] name = "pydantic-core" version = "2.33.2" description = "Core functionality for Pydantic validation and serialization" -category = "main" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pydantic_core-2.33.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2b3d326aaef0c0399d9afffeb6367d5e26ddc24d351dbc9c636840ac355dc5d8"}, {file = "pydantic_core-2.33.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e5b2671f05ba48b94cb90ce55d8bdcaaedb8ba00cc5359f6810fc918713983d"}, @@ -490,9 +490,9 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0" name = "pygments" version = "2.19.2" description = "Pygments is a syntax highlighting package written in Python." -category = "dev" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "pygments-2.19.2-py3-none-any.whl", hash = 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= [{ include = "flame" }] [tool.poetry.dependencies] python = "^3.9" #flamesdk = {git = "https://github.com/PrivateAIM/python-sdk.git", tag = "0.2.1"} -flamesdk = {git = "https://github.com/PrivateAIM/python-sdk.git", branch = "main"} +flamesdk = {git = "https://github.com/PrivateAIM/python-sdk.git", branch = "canary"} [tool.poetry.group.dev.dependencies] pytest = ">=8.3.0" From 2ccf99250b26c91ade783a79c1d8363f7bd93602 Mon Sep 17 00:00:00 2001 From: davidhieber Date: Thu, 28 Aug 2025 11:44:23 +0200 Subject: [PATCH 02/35] feat: bump flame-sdk version Co-authored-by: Nightknight3000 --- poetry.lock | 85 ++++++++++++++++++++++++++--------------------------- 1 file changed, 41 insertions(+), 44 deletions(-) diff --git a/poetry.lock b/poetry.lock index 54dfa6d..791f1bb 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand. 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Thu, 28 Aug 2025 14:03:51 +0200 Subject: [PATCH 03/35] feat: bump flame-sdk version Co-authored-by: Nightknight3000 --- poetry.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/poetry.lock b/poetry.lock index 791f1bb..cb18908 100644 --- a/poetry.lock +++ b/poetry.lock @@ -167,7 +167,7 @@ uvicorn = "^0.27.1" type = "git" url = "https://github.com/PrivateAIM/python-sdk.git" reference = "canary" -resolved_reference = "90ac846002387a838c3ee30048cae6cfc35f0aad" +resolved_reference = "cbfb60a1891872574728e6488eb48a8a72e42b0a" [[package]] name = "h11" From 9aa9c8550443d90392ed9de7b40a9b72f3fd01ea Mon Sep 17 00:00:00 2001 From: davidhieber Date: Thu, 28 Aug 2025 14:25:04 +0200 Subject: [PATCH 04/35] feat: bump flame-sdk version Co-authored-by: Nightknight3000 --- poetry.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/poetry.lock b/poetry.lock index cb18908..cb58a00 100644 --- a/poetry.lock +++ b/poetry.lock @@ -167,7 +167,7 @@ uvicorn = "^0.27.1" 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uvicorn = "^0.27.1" type = "git" url = "https://github.com/PrivateAIM/python-sdk.git" reference = "canary" -resolved_reference = "0dcdee5f06934f2d857e1bf23f38a83643d5e652" +resolved_reference = "47d52517d7135d7b8165395006d60df57fc760d6" [[package]] name = "h11" From 94a84b65123a91c3125b6bfb43a07e52ea74cdee Mon Sep 17 00:00:00 2001 From: davidhieber Date: Tue, 23 Sep 2025 10:20:43 +0200 Subject: [PATCH 10/35] feat: bump flame-sdk version Co-authored-by: Nightknight3000 --- poetry.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/poetry.lock b/poetry.lock index b76873a..33bd9d4 100644 --- a/poetry.lock +++ b/poetry.lock @@ -167,7 +167,7 @@ uvicorn = "^0.27.1" type = "git" url = "https://github.com/PrivateAIM/python-sdk.git" reference = "canary" -resolved_reference = "47d52517d7135d7b8165395006d60df57fc760d6" +resolved_reference = "aaf5505005a73481092d1fbfe74bc614994ae130" [[package]] name = "h11" From 19d73ca8a913b746b2894efc1d016ef996fc400c Mon Sep 17 00:00:00 2001 From: davidhieber Date: Tue, 23 Sep 2025 13:35:56 +0200 Subject: [PATCH 11/35] feat: bump flame-sdk version Co-authored-by: Nightknight3000 --- poetry.lock | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/poetry.lock b/poetry.lock index 33bd9d4..f916a45 100644 --- a/poetry.lock +++ b/poetry.lock @@ -14,14 +14,14 @@ files = [ [[package]] name = "anyio" -version = "4.10.0" +version = "4.11.0" description = "High-level concurrency and networking framework on top of asyncio or Trio" optional = false python-versions = ">=3.9" groups = ["main"] files = [ - {file = "anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1"}, - {file = "anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6"}, + {file = "anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"}, + {file = "anyio-4.11.0.tar.gz", hash = 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00:00:00 2001 From: davidhieber Date: Tue, 23 Sep 2025 15:34:22 +0200 Subject: [PATCH 14/35] feat: bump flame-sdk version Co-authored-by: Nightknight3000 --- poetry.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/poetry.lock b/poetry.lock index 5a1dcf2..545c3aa 100644 --- a/poetry.lock +++ b/poetry.lock @@ -167,7 +167,7 @@ uvicorn = "^0.27.1" type = "git" url = "https://github.com/PrivateAIM/python-sdk.git" reference = "canary" -resolved_reference = "0aab278e58e2f38955fe8873360fc9e636afc4f1" +resolved_reference = "24a53824900d28a8ffb680f08ec38dd7b18c698c" [[package]] name = "h11" From 01f00d4588ef87cf9df1d7fb96a42469a8403cbf Mon Sep 17 00:00:00 2001 From: davidhieber Date: Wed, 24 Sep 2025 20:59:17 +0200 Subject: [PATCH 15/35] feat: bump flame-sdk version Co-authored-by: Nightknight3000 --- poetry.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/poetry.lock b/poetry.lock index 545c3aa..d942878 100644 --- a/poetry.lock +++ b/poetry.lock @@ 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17 00:00:00 2001 From: davidhieber Date: Thu, 25 Sep 2025 09:06:37 +0200 Subject: [PATCH 17/35] feat: bump flame-sdk version Co-authored-by: Nightknight3000 --- poetry.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/poetry.lock b/poetry.lock index 2f24d56..21c71f8 100644 --- a/poetry.lock +++ b/poetry.lock @@ -167,7 +167,7 @@ uvicorn = "^0.27.1" type = "git" url = "https://github.com/PrivateAIM/python-sdk.git" reference = "canary" -resolved_reference = "cf4dda3190022c493a826d0c3abe4e00900c9cf3" +resolved_reference = "8e78a09a7a5be7692a6c0d7b452aa031eba47478" [[package]] name = "h11" From fc4fbf415671f65f615add9949932fddb2e8b501 Mon Sep 17 00:00:00 2001 From: davidhieber Date: Mon, 29 Sep 2025 11:32:58 +0200 Subject: [PATCH 18/35] feat: bump flame-sdk version Co-authored-by: Nightknight3000 --- poetry.lock | 161 ++++++++++++++++++++++++++++------------------------ 1 file changed, 87 insertions(+), 74 deletions(-) diff --git a/poetry.lock b/poetry.lock index 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21/35] feat: bump flame-sdk version Co-authored-by: Nightknight3000 --- poetry.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/poetry.lock b/poetry.lock index fd931eb..10d96f3 100644 --- a/poetry.lock +++ b/poetry.lock @@ -167,7 +167,7 @@ uvicorn = "^0.27.1" type = "git" url = "https://github.com/PrivateAIM/python-sdk.git" reference = "canary" -resolved_reference = "5ee163993c0d4280d565b1d87aa86eb6dbd55827" +resolved_reference = "b6a2f3842e61a48005d087f969fd8651984642e4" [[package]] name = "h11" From 9e7905e8cf72d9b03446149b407b92bd256ccd3a Mon Sep 17 00:00:00 2001 From: davidhieber Date: Fri, 17 Oct 2025 14:45:00 +0200 Subject: [PATCH 22/35] feat: bump flame-sdk version Co-authored-by: Nightknight3000 --- poetry.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/poetry.lock b/poetry.lock index 10d96f3..d4fac7d 100644 --- a/poetry.lock +++ b/poetry.lock @@ -167,7 +167,7 @@ uvicorn = "^0.27.1" type = "git" url = 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[[package]] name = "annotated-types" version = "0.7.0" description = "Reusable constraint types to use with typing.Annotated" +category = "main" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, @@ -16,9 +16,9 @@ files = [ name = "anyio" version = "4.11.0" description = "High-level concurrency and networking framework on top of asyncio or Trio" +category = "main" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"}, {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"}, @@ -37,9 +37,9 @@ trio = ["trio (>=0.31.0)"] 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command line interface toolkit" +category = "main" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"}, {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"}, @@ -76,22 +76,21 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""} name = "colorama" version = "0.4.6" description = "Cross-platform colored terminal text." +category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" -groups = ["main", "dev"] files = [ {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, ] -markers = {main = "platform_system == \"Windows\"", dev = 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[PATCH 27/35] feat: bump flame-sdk version Co-authored-by: antidodo --- poetry.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/poetry.lock b/poetry.lock index 8662d14..deba74f 100644 --- a/poetry.lock +++ b/poetry.lock @@ -165,7 +165,7 @@ uvicorn = "^0.27.1" type = "git" url = "https://github.com/PrivateAIM/python-sdk.git" reference = "canary" -resolved_reference = "9e2a2642d065095470cf55c66ac9ce5ce91af7ca" +resolved_reference = "9b2baf3599509188ca300d69785cc809a0cdb7d3" [[package]] name = "h11" From a71cde66f18e9e110aa68f2b56bcfa03e64bcd33 Mon Sep 17 00:00:00 2001 From: Nightknight3000 Date: Thu, 6 Nov 2025 13:53:23 +0100 Subject: [PATCH 28/35] feat: bump flame-sdk version Co-authored-by: antidodo --- poetry.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/poetry.lock b/poetry.lock index deba74f..c3926b3 100644 --- a/poetry.lock +++ b/poetry.lock @@ -165,7 +165,7 @@ uvicorn = "^0.27.1" type = "git" url = "https://github.com/PrivateAIM/python-sdk.git" reference = "canary" -resolved_reference = "9b2baf3599509188ca300d69785cc809a0cdb7d3" +resolved_reference = "6bb7cd2e59dbc40a526b1e6e9a039f177cbd0ba5" [[package]] name = "h11" From 57799d7435400a23b1d7f7cf125e74b54800db29 Mon Sep 17 00:00:00 2001 From: Nightknight3000 Date: Thu, 6 Nov 2025 15:57:17 +0100 Subject: [PATCH 29/35] feat: bump flame-sdk version Co-authored-by: antidodo --- poetry.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/poetry.lock b/poetry.lock index c3926b3..cf9ec36 100644 --- a/poetry.lock +++ b/poetry.lock @@ -165,7 +165,7 @@ uvicorn = "^0.27.1" type = "git" url = "https://github.com/PrivateAIM/python-sdk.git" reference = "canary" -resolved_reference = "6bb7cd2e59dbc40a526b1e6e9a039f177cbd0ba5" +resolved_reference = "0477e5cbd14ea66b738ede9ea26d6bf440c1d7a0" [[package]] name = "h11" From c07cd2419894bed918217b8eec5f572bd2eb16c9 Mon Sep 17 00:00:00 2001 From: Nightknight3000 Date: Wed, 19 Nov 2025 14:18:54 +0100 Subject: [PATCH 30/35] refactor: fix typos in comments Co-authored-by: antidodo --- flame/star/aggregator_client.py | 4 ++-- flame/star/analyzer_client.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/flame/star/aggregator_client.py b/flame/star/aggregator_client.py index 7e64c8b..4e0fbb4 100644 --- a/flame/star/aggregator_client.py +++ b/flame/star/aggregator_client.py @@ -32,7 +32,7 @@ def aggregate(self, node_results: list[Any], simple_analysis: bool = True) -> tu @abstractmethod def aggregation_method(self, analysis_results: list[Any]) -> Any: """ - This method will be used to aggregate the data. It has to be overridden. + This method will be used to aggregate the data. It has to be overwritten. :return: aggregated_result """ pass @@ -40,7 +40,7 @@ def aggregation_method(self, analysis_results: list[Any]) -> Any: @abstractmethod def has_converged(self, result: Any, last_result: Optional[Any], num_iterations: int) -> bool: """ - This method will be used to check if the aggregator has converged. It has to be overridden. + This method will be used to check if the aggregator has converged. It has to be overwritten. :return: converged """ pass diff --git a/flame/star/analyzer_client.py b/flame/star/analyzer_client.py index e8c68ef..6e89e75 100644 --- a/flame/star/analyzer_client.py +++ b/flame/star/analyzer_client.py @@ -27,7 +27,7 @@ def analyze(self, @abstractmethod def analysis_method(self, data: list[Any], aggregator_results: Optional[Any]) -> Any: """ - This method will be used to analyze the data. It has to be overridden. + This method will be used to analyze the data. It has to be overwritten. The parameter data will be formatted like this: [list element for every registered data source From 48cf411083f24e06549bfd1ebd59eae828f3632e Mon Sep 17 00:00:00 2001 From: antidodo Date: Mon, 24 Nov 2025 14:27:48 +0100 Subject: [PATCH 31/35] Update README with project title and description Add project title and brief description to README Co-authored-by: Nightknight3000 --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 8b13789..1b4aae1 100644 --- a/README.md +++ b/README.md @@ -1 +1,3 @@ +# python-sdk-patterns +Abstractions on top of the Python SDK for Flame From 546e158cdde0a02ed060254c45f76c01e938b20e Mon Sep 17 00:00:00 2001 From: davidhieber Date: Tue, 16 Dec 2025 11:50:06 +0100 Subject: [PATCH 32/35] feat: add mock classes for testing and update aggregator/analyzer initialization Co-authored-by: Nightknight3000 --- {tests => examples}/__init__.py | 0 {tests => examples}/test_star_model.py | 0 flame/star/aggregator_client.py | 19 ++- flame/star/analyzer_client.py | 20 +-- flame/star/node_base_client.py | 15 +- flame/star/star_model.py | 147 ++++++++-------- flame/utils/mock_flame_core.py | 224 +++++++++++++++++++++++++ flame/utils/mock_message.py | 84 ++++++++++ flame/utils/mock_node_config.py | 10 ++ flame/utils/mock_shared_broker.py | 29 ++++ test/__init__.py | 0 test/test_star_pattern.py | 102 +++++++++++ 12 files changed, 543 insertions(+), 107 deletions(-) rename {tests => examples}/__init__.py (100%) rename {tests => examples}/test_star_model.py (100%) create mode 100644 flame/utils/mock_flame_core.py create mode 100644 flame/utils/mock_message.py create mode 100644 flame/utils/mock_node_config.py create mode 100644 flame/utils/mock_shared_broker.py create mode 100644 test/__init__.py create mode 100644 test/test_star_pattern.py diff --git a/tests/__init__.py b/examples/__init__.py similarity index 100% rename from tests/__init__.py rename to examples/__init__.py diff --git a/tests/test_star_model.py b/examples/test_star_model.py similarity index 100% rename from tests/test_star_model.py rename to examples/test_star_model.py diff --git a/flame/star/aggregator_client.py b/flame/star/aggregator_client.py index 4e0fbb4..4daf8c0 100644 --- a/flame/star/aggregator_client.py +++ b/flame/star/aggregator_client.py @@ -1,26 +1,27 @@ from abc import abstractmethod -from typing import Any, Optional +from typing import Any, Optional, Union from flamesdk import FlameCoreSDK from flame.star.node_base_client import Node +from flame.utils.mock_flame_core import MockFlameCoreSDK class Aggregator(Node): - def __init__(self, flame: FlameCoreSDK) -> None: - if flame.config.node_role != 'aggregator': - raise ValueError(f'Attempted to initialize aggregator node with mismatching configuration ' - f'(expected: node_role="aggregator", received="{flame.config.node_role}").') + def __init__(self, flame: Union[FlameCoreSDK, MockFlameCoreSDK]) -> None: super().__init__(flame) + if self.role != 'aggregator': + raise ValueError(f'Attempted to initialize aggregator node with mismatching configuration ' + f'(expected: node_role="aggregator", received="{self.role}").') def aggregate(self, node_results: list[Any], simple_analysis: bool = True) -> tuple[Any, bool]: result = self.aggregation_method(node_results) if not simple_analysis: - if not self.latest_result: - converged = False + if self.num_iterations != 0: + converged = self.has_converged(result, self.latest_result) else: - converged = self.has_converged(result, self.latest_result, self.num_iterations) + converged = False else: converged = True @@ -38,7 +39,7 @@ def aggregation_method(self, analysis_results: list[Any]) -> Any: pass @abstractmethod - def has_converged(self, result: Any, last_result: Optional[Any], num_iterations: int) -> bool: + def has_converged(self, result: Any, last_result: Optional[Any]) -> bool: """ This method will be used to check if the aggregator has converged. It has to be overwritten. :return: converged diff --git a/flame/star/analyzer_client.py b/flame/star/analyzer_client.py index 6e89e75..8dd7828 100644 --- a/flame/star/analyzer_client.py +++ b/flame/star/analyzer_client.py @@ -1,28 +1,26 @@ from abc import abstractmethod -from typing import Any, Optional +from typing import Any, Optional, Union from flamesdk import FlameCoreSDK from flame.star.node_base_client import Node +from flame.utils.mock_flame_core import MockFlameCoreSDK class Analyzer(Node): - def __init__(self, flame: FlameCoreSDK) -> None: - if flame.config.node_role != 'default': - raise ValueError(f'Attempted to initialize analyzer node with mismatching configuration ' - f'(expected: node_mode="default", received="{flame.config.node_role}").') + def __init__(self, flame: Union[FlameCoreSDK, MockFlameCoreSDK]) -> None: super().__init__(flame) + if self.role != 'default': + raise ValueError(f'Attempted to initialize analyzer node with mismatching configuration ' + f'(expected: node_mode="default", received="{self.role}").') - def analyze(self, - data: list[Any], - aggregator_results: Optional[str], - simple_analysis: bool = True) -> tuple[Any, bool]: - result = self.analysis_method(data, aggregator_results) + def analyze(self, data: list[Any]) -> Any: + result = self.analysis_method(data, self.latest_result) self.latest_result = result self.num_iterations += 1 - return self.latest_result, simple_analysis + return self.latest_result @abstractmethod def analysis_method(self, data: list[Any], aggregator_results: Optional[Any]) -> Any: diff --git a/flame/star/node_base_client.py b/flame/star/node_base_client.py index 0552f16..a64ab02 100644 --- a/flame/star/node_base_client.py +++ b/flame/star/node_base_client.py @@ -4,15 +4,10 @@ from flamesdk import FlameCoreSDK -class NodeStatus(Enum): - STARTED = "Analysis/Aggregation undergoing" - FINISHED = "Results sent" - - class Node: id: str role: Literal["default", "aggregator"] - status: str + finished: bool latest_result: Optional[Any] partner_node_ids: list[str] num_iterations: int @@ -21,12 +16,12 @@ class Node: def __init__(self, flame: FlameCoreSDK): self.flame = flame - self.id = self.flame.config.node_id - self.role = self.flame.config.node_role - self.status = NodeStatus.STARTED.value + self.id = self.flame.get_id() + self.role = self.flame.get_role() + self.finished = False self.latest_result = None self.partner_node_ids = self.flame.get_participant_ids() self.num_iterations: int = 0 def node_finished(self): - self.status = NodeStatus.FINISHED.value + self.finished = True diff --git a/flame/star/star_model.py b/flame/star/star_model.py index 9872fbe..976c4da 100644 --- a/flame/star/star_model.py +++ b/flame/star/star_model.py @@ -4,6 +4,7 @@ from flamesdk import FlameCoreSDK from flame.star.aggregator_client import Aggregator from flame.star.analyzer_client import Analyzer +from flame.utils.mock_flame_core import MockFlameCoreSDK class _ERROR_MESSAGES(Enum): @@ -14,7 +15,8 @@ class _ERROR_MESSAGES(Enum): class StarModel: - flame: FlameCoreSDK + flame: Union[FlameCoreSDK, MockFlameCoreSDK] + data: Optional[list[dict[str, Union[dict, str]]]] = None def __init__(self, analyzer: Type[Analyzer], @@ -24,8 +26,15 @@ def __init__(self, simple_analysis: bool = True, output_type: Literal['str', 'bytes', 'pickle'] = 'str', analyzer_kwargs: Optional[dict] = None, - aggregator_kwargs: Optional[dict] = None) -> None: - self.flame = FlameCoreSDK() + aggregator_kwargs: Optional[dict] = None, + test_mode: bool = False, + test_kwargs: Optional[dict] = None) -> None: + if not test_mode: + if FlameCoreSDK is None: + raise ModuleNotFoundError("flamesdk is required when test_mode is False") + self.flame = FlameCoreSDK() + else: + self.flame = MockFlameCoreSDK(test_kwargs=test_kwargs) if self._is_analyzer(): self.flame.flame_log("Analyzer started") @@ -55,42 +64,39 @@ def _start_aggregator(self, simple_analysis: bool = True, output_type: Literal['str', 'bytes', 'pickle'] = 'str', aggregator_kwargs: Optional[dict] = None) -> None: - if self._is_aggregator(): - if issubclass(aggregator, Aggregator): - # init custom aggregator subclass - if aggregator_kwargs is None: - aggregator = aggregator(flame=self.flame) - else: - aggregator = aggregator(flame=self.flame, **aggregator_kwargs) + if issubclass(aggregator, Aggregator): + # init custom aggregator subclass + if aggregator_kwargs is None: + aggregator = aggregator(flame=self.flame) + else: + aggregator = aggregator(flame=self.flame, **aggregator_kwargs) - # Ready Check - self._wait_until_partners_ready() + # Ready Check + self._wait_until_partners_ready() - # Get analyzer ids - analyzers = aggregator.partner_node_ids + # Get analyzer ids + analyzers = aggregator.partner_node_ids - while not self._converged(): # (**) - # Await intermediate results - result_dict = self.flame.await_intermediate_data(analyzers) + while not aggregator.finished: # (**) + # Await intermediate results + result_dict = self.flame.await_intermediate_data(analyzers) - # Aggregate results - agg_res, converged = aggregator.aggregate(list(result_dict.values()), simple_analysis) - self.flame.flame_log(f"Aggregated results: {str(agg_res)[:100]}") + # Aggregate results + agg_res, converged = aggregator.aggregate(list(result_dict.values()), simple_analysis) + self.flame.flame_log(f"Aggregated results: {str(agg_res)[:100]}") - if converged: - self.flame.flame_log("Submitting final results...", end='') - response = self.flame.submit_final_result(agg_res, output_type) - self.flame.flame_log(f"success (response={response})") - self.flame.analysis_finished() # LOOP BREAK - else: - # Send aggregated result to analyzers - self.flame.send_intermediate_data(analyzers, agg_res) + if converged: + self.flame.flame_log("Submitting final results...", end='') + response = self.flame.submit_final_result(agg_res, output_type) + self.flame.flame_log(f"success (response={response})") + self.flame.analysis_finished() + aggregator.node_finished() # LOOP BREAK + else: + # Send aggregated result to analyzers + self.flame.send_intermediate_data(analyzers, agg_res) - aggregator.node_finished() - else: - raise BrokenPipeError(_ERROR_MESSAGES.IS_INCORRECT_CLASS.value) else: - raise BrokenPipeError(_ERROR_MESSAGES.IS_ANALYZER.value) + raise BrokenPipeError(_ERROR_MESSAGES.IS_INCORRECT_CLASS.value) def _start_analyzer(self, analyzer: Type[Analyzer], @@ -98,44 +104,37 @@ def _start_analyzer(self, query: Optional[Union[str, list[str]]] = None, simple_analysis: bool = True, analyzer_kwargs: Optional[dict] = None) -> None: - if self._is_analyzer(): - if issubclass(analyzer, Analyzer): - # init custom analyzer subclass - if analyzer_kwargs is None: - analyzer = analyzer(flame=self.flame) - else: - analyzer = analyzer(flame=self.flame, **analyzer_kwargs) - - aggregator_id = self.flame.get_aggregator_id() - - # Ready Check - self._wait_until_partners_ready() - - # Get data - data = self._get_data(query=query, data_type=data_type) - self.flame.flame_log(f"Data extracted: {str(data)[:100]}") - - agg_res = None - converged = False - # Check converged status on Hub - while not self._converged(): # (**) - if not converged: - # Analyze data - analyzer_res, converged = analyzer.analyze(data=data, - aggregator_results=agg_res, - simple_analysis=simple_analysis) - # Send intermediate result to aggregator - self.flame.send_intermediate_data([aggregator_id], analyzer_res) - - # If not converged await aggregated result, loop back to (**) - if (not converged) and (not self._converged()): - agg_res = list(self.flame.await_intermediate_data([aggregator_id]).values()) - - analyzer.node_finished() + if issubclass(analyzer, Analyzer): + # init custom analyzer subclass + if analyzer_kwargs is None: + analyzer = analyzer(flame=self.flame) else: - raise BrokenPipeError(_ERROR_MESSAGES.IS_INCORRECT_CLASS.value) + analyzer = analyzer(flame=self.flame, **analyzer_kwargs) + + aggregator_id = self.flame.get_aggregator_id() + + # Ready Check + self._wait_until_partners_ready() + + # Get data + self._get_data(query=query, data_type=data_type) + self.flame.flame_log(f"Data extracted: {str(self.data)[:100]}") + + agg_res = None + # Check converged status on Hub + while not analyzer.finished: # (**) + # Analyze data + analyzer_res = analyzer.analyze(data=self.data) + # Send intermediate result to aggregator + self.flame.send_intermediate_data([aggregator_id], analyzer_res) + + # If not converged await aggregated result, loop back to (**) + if not simple_analysis: + analyzer.latest_result = list(self.flame.await_intermediate_data([aggregator_id]).values()) + else: + analyzer.node_finished() else: - raise BrokenPipeError(_ERROR_MESSAGES.IS_AGGREGATOR.value) + raise BrokenPipeError(_ERROR_MESSAGES.IS_INCORRECT_CLASS.value) def _wait_until_partners_ready(self): if self._is_analyzer(): @@ -157,17 +156,11 @@ def _wait_until_partners_ready(self): def _get_data(self, data_type: Literal['fhir', 's3'], - query: Optional[Union[str, list[str]]] = None) -> list[dict[str, Union[dict, str]]]: + query: Optional[Union[str, list[str]]] = None) -> None: if type(query) == str: query = [query] if data_type == 'fhir': - response = self.flame.get_fhir_data(query) + self.data = self.flame.get_fhir_data(query) else: - response = self.flame.get_s3_data(query) - - return response - - def _converged(self) -> bool: - return self.flame.config.finished - + self.data = self.flame.get_s3_data(query) diff --git a/flame/utils/mock_flame_core.py b/flame/utils/mock_flame_core.py new file mode 100644 index 0000000..43b47c7 --- /dev/null +++ b/flame/utils/mock_flame_core.py @@ -0,0 +1,224 @@ +import sys +from httpx import AsyncClient +from io import StringIO +from typing import Any, Literal, Optional, Union + + +_REQUIRED_KWARGS = ['node_id', 'participant_ids', 'role'] + + +class MockFlameCoreSDK: + message_broker: dict[str, list[dict[str, Any]]] = {} + final_results_storage: Optional[Any] = None + + def __init__(self, test_kwargs): + self.sanity_check(test_kwargs) + + self._test_kwargs = test_kwargs + self.progress = 0 + self.incoming_message_queue = [] + self.outgoing_message_queue = [] + + node_id = self.get_id() + if node_id not in self.message_broker: + self.message_broker[node_id] = [] + + def sanity_check(self, test_kwargs) -> None: + required_kwargs_check = all([k in test_kwargs.keys() for k in _REQUIRED_KWARGS]) + data_given = 'fhir_data' in test_kwargs.keys() or 's3_data' in test_kwargs.keys() + if not required_kwargs_check: + raise ValueError("test_kwargs must include 'node_id', 'participant_ids', and 'role' keys.") + if not data_given: + raise ValueError("test_kwargs must include either 'fhir_data' or 's3_data' key with corresponding data.") + + ########################################General################################################## + def get_aggregator_id(self) -> Optional[str]: + return self._test_kwargs.get('aggregator', 'node3') + + def get_participants(self) -> list[dict[str, str]]: + return self._test_kwargs.get('participants', [{'id': 'node1'}, {'id': 'node2'}]) + + def get_participant_ids(self) -> list[str]: + return self._test_kwargs.get('participant_ids', ['node1', 'node2']) + + def get_analysis_id(self) -> str: + return self._test_kwargs.get('analysis_id', 'analysis_123') + + def get_project_id(self) -> str: + return self._test_kwargs.get('project_id', 'project_123') + + def get_id(self) -> str: + return self._test_kwargs.get('node_id', 'node_123') + + def get_role(self) -> str: + return self._test_kwargs.get('role', 'default') + + def analysis_finished(self) -> bool: + pass + + def ready_check(self, + nodes: list[str] = 'all', + attempt_interval: int = 30, + timeout: Optional[int] = None) -> dict[str, bool]: + if nodes == 'all': + nodes = self.get_participants + return {node: True for node in nodes} + + + def flame_log(self, + msg: Union[str, bytes], + sep: str = ' ', + end: str = '\n', + file: object = None, + log_type: str = 'normal', + suppress_head: bool = False, + halt_submission: bool = False) -> None: + print(msg, end=end) + + def declare_log_types(self, new_log_types: dict[str, str]) -> None: + pass + + def get_progress(self) -> int: + return self.progress + + def set_progress(self, progress: Union[int, float]) -> None: + if isinstance(progress, float): + progress = int(progress) + if not (0 <= progress <= 100): + self.flame_log(msg=f"Invalid progress: {progress} (should be a numeric value between 0 and 100).") + elif self.progress > progress: + self.flame_log(msg=f"Progress value needs to be higher to current progress (i.e. only register progress, " + f"if actual progress has been made).") + else: + self.progress = progress + + def fhir_to_csv(self, + fhir_data: dict[str, Any], + col_key_seq: str, + value_key_seq: str, + input_resource: str, + row_key_seq: Optional[str] = None, + row_id_filters: Optional[list[str]] = None, + col_id_filters: Optional[list[str]] = None, + row_col_name: str = '', + separator: str = ',', + output_type: Literal["file", "dict"] = "file" + ) -> Optional[Union[StringIO, dict[Any, dict[Any, Any]]]]: + return None + + + ########################################Message Broker Client#################################### + def send_message(self, + receivers: list[str], + message_category: str, + message: dict, + max_attempts: int = 1, + timeout: Optional[int] = None, + attempt_timeout: int = 10) -> tuple[list[str], list[str]]: + pass + + def await_messages(self, + senders: list[str], + message_category: str, + message_id: Optional[str] = None, + timeout: Optional[int] = None) -> dict[str, Optional[list[str]]]: + pass + + def get_messages(self, status: Literal['unread', 'read'] = 'unread') -> list[str]: + pass + + def delete_messages(self, message_ids: list[str]) -> int: + pass + + def clear_messages(self, status: Literal["read", "unread", "all"] = "read", + min_age: Optional[int] = None) -> int: + pass + + def send_message_and_wait_for_responses(self, + receivers: list[str], + message_category: str, + message: dict, + max_attempts: int = 1, + timeout: Optional[int] = None, + attempt_timeout: int = 10) -> dict[str, Optional[list[str]]]: + pass + + ########################################Storage Client########################################### + def submit_final_result(self, + result: Any, output_type: Literal['str', 'bytes', 'pickle'] = 'str', + local_dp: Optional[dict] = None) -> dict[str, str]: + self.final_results_storage = result + + def save_intermediate_data(self, + data: Any, + location: Literal["local", "global"], + remote_node_ids: Optional[list[str]] = None, + tag: Optional[str] = None) -> Union[dict[str, dict[str, str]], dict[str, str]]: + pass + + def get_intermediate_data(self, + location: Literal["local", "global"], + id: Optional[str] = None, + tag: Optional[str] = None, + tag_option: Optional[Literal["all", "last","first"]] = "all", + sender_node_id: Optional[str] = None) -> Any: + pass + + def send_intermediate_data(self, + receivers: list[str], + data: Any, + message_category: str = "intermediate_data", + max_attempts: int = 1, + timeout: Optional[int] = None, + attempt_timeout: int = 10, + encrypted: bool = False) -> tuple[list[str], list[str]]: + + sender = self.get_id() + for r in receivers: + if r not in self.message_broker.keys(): + self.message_broker[r] = [] + inbox = self.message_broker[r] + inbox.append({ + "category": message_category, + "sender": sender, + "data": data, + }) + self.message_broker[r] = inbox + return receivers, [] + + def await_intermediate_data(self, + senders: list[str], + message_category: str = "intermediate_data", + timeout: Optional[int] = None) -> dict[str, Any]: + node_id = self.get_id() + + inbox = self.message_broker.get(node_id, []) + + remaining_msgs = [] + latest_results = {} + for msg in inbox: + if (msg["category"] == message_category) and (msg["sender"] in senders): + latest_results[msg["sender"]] = msg["data"] + else: + remaining_msgs.append(msg) + + # retain only unconsumed messages + self.message_broker[node_id] = remaining_msgs + + return latest_results + + def get_local_tags(self, filter: Optional[str] = None) -> list[str]: + pass + + ########################################Data Client####################################### + def get_data_client(self, data_id: str) -> Optional[AsyncClient]: + pass + + def get_data_sources(self) -> Optional[list[str]]: + pass + + def get_fhir_data(self, fhir_queries: Optional[list[str]] = None) -> Optional[list[Union[dict[str, dict], dict]]]: + return self._test_kwargs['fhir_data'] + + def get_s3_data(self, s3_keys: Optional[list[str]] = None) -> Optional[list[Union[dict[str, str], str]]]: + return self._test_kwargs['s3_data'] diff --git a/flame/utils/mock_message.py b/flame/utils/mock_message.py new file mode 100644 index 0000000..976e016 --- /dev/null +++ b/flame/utils/mock_message.py @@ -0,0 +1,84 @@ +import datetime +import uuid +from typing import Optional +from mock_node_config import MockNodeConfig + +class MockMessage: + def __init__(self, + message: dict, + config: MockNodeConfig, + outgoing: bool, + message_number: Optional[int] = None, + category: Optional[str] = None, + recipients: Optional[list[str]] = None) -> None: + """ + Message object to be sent or received by the message broker. + :param message: dict body of the message to be sent or received, must not contain the field 'meta' + :param config: the node configuration + :param outgoing: boolean value specifying if the message is outgoing or incoming + :param message_number: the message number + :param category: the message category + :param recipients: the list of recipients + """ + if outgoing: + if "meta" in message.keys(): + raise("Cannot use field 'meta' in message body. " + "This field is reserved for meta data used by the message broker.") + elif type(message_number) != int: + raise(f"Specified outgoing message, but did not specify integer value for " + f"message_number (received: {type(message_number)}).") + elif type(category) != str: + raise(f"Specified outgoing message, but did not specify string value for " + f"category (received: {type(category)}).") + elif (type(recipients) != list) or (any([type(recipient) != str for recipient in recipients])): + if hasattr(recipients, '__iter__'): + raise(f"Specified outgoing message, but did not specify list of strings " + f"value for recipients (received: {type(recipients)} containing " + f"{set([type(recipient) for recipient in recipients])}).") + else: + raise(f"Specified outgoing message, but did not specify list of strings " + f"value for recipients (received: {type(recipients)}).") + self.recipients = recipients + + self.body = message + self._update_meta_data(outgoing, config, category, message_number) + + if not outgoing: + self.recipients = [self.body["meta"]["sender"]] + + def set_read(self) -> None: + """ + Marks the message as read. + :return: + """ + self.body["meta"]["status"] = "read" + + def _update_meta_data(self, + outgoing: bool, + config: MockNodeConfig, + category: Optional[str] = None, + message_number: Optional[int] = None) -> None: + """ + Adds meta data to the outgoing message or update it for incoming. + :param outgoing: + :param config: + :param category: + :param message_number: + :return: + """ + if outgoing: + meta_data = {"type": "outgoing", + "category": category, + "id": f"{config.node_id}-{message_number}-{uuid.uuid4()}", + "akn_id": None, + "status": "unread", + "sender": config.node_id, + "created_at": str(datetime.datetime.now()), + "arrived_at": None, + "number": message_number} + self.body["meta"] = meta_data + else: + self.body["meta"]["type"] = "incoming" + if self.body["meta"]["akn_id"] is None: + self.body["meta"]["akn_id"] = config.node_id + self.body["meta"]["arrived_at"] = str(datetime.datetime.now()) \ No newline at end of file diff --git a/flame/utils/mock_node_config.py b/flame/utils/mock_node_config.py new file mode 100644 index 0000000..6c537df --- /dev/null +++ b/flame/utils/mock_node_config.py @@ -0,0 +1,10 @@ +class MockNodeConfig: + def __init__(self, test_kwargs) -> None: + # init analysis status + self.finished = False + # environment variables + self.analysis_id = "uuid" + self.project_id = test_kwargs.get('project_id','project_uuid') + # tbd by MessageBroker + self.node_role = test_kwargs.get('role','default') + self.node_id = test_kwargs.get('node_id','node_uuid') diff --git a/flame/utils/mock_shared_broker.py b/flame/utils/mock_shared_broker.py new file mode 100644 index 0000000..b54e59c --- /dev/null +++ b/flame/utils/mock_shared_broker.py @@ -0,0 +1,29 @@ +import threading + + +class SharedBroker: + """A mock shared broker for testing purposes.""" + def __init__(self): + self.message_broker = {} + self.lock = threading.Lock() + + def set(self, key, value): + """Set a value in the shared broker.""" + with self.lock: + self.message_broker[key] = value + + def get(self, key, default=None): + """Get a value from the shared broker.""" + with self.lock: + return self.message_broker.get(key, default) + + def delete(self, key): + """Delete a value from the shared broker.""" + with self.lock: + if key in self.message_broker: + del self.message_broker[key] + + def clear(self): + """Clear all data from the shared broker.""" + with self.lock: + self.message_broker.clear() \ No newline at end of file diff --git a/test/__init__.py b/test/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/test/test_star_pattern.py b/test/test_star_pattern.py new file mode 100644 index 0000000..97fef47 --- /dev/null +++ b/test/test_star_pattern.py @@ -0,0 +1,102 @@ +import math +from typing import Any, Type, Literal, Optional, Union + +from flame.star import StarModel, StarAnalyzer, StarAggregator +from flamesdk import FlameCoreSDK +from flame.utils.mock_flame_core import MockFlameCoreSDK + + +class MyAnalyzer(StarAnalyzer): + def __init__(self, flame, latest_result=None): + super().__init__(flame) + self.latest_result = latest_result + + def analysis_method(self, data, aggregator_results): + print(f"data in MyAnalyzer: {data}") + print(f"aggregator_results in MyAnalyzer: {aggregator_results}") + if aggregator_results is None: + return sum(data) / len(data) + else: + return (sum(data) / len(data) + aggregator_results) / 2 + +class MyAggregator(StarAggregator): + def __init__(self, flame, latest_result=None): + super().__init__(flame) + self.latest_result = latest_result + + def aggregation_method(self, analysis_results: list[Any]) -> Any: + print(f"analysis_results in MyAggregator: {analysis_results}") + result = sum(analysis_results) / len(analysis_results) + print(f"result: {result}") + return result + + def has_converged(self, result: Any, last_result: Optional[Any]) -> bool: + return math.fabs(result - last_result) < 0.01 + +def main(data_splits: list[Any], + analyzer: Type[StarAnalyzer], + aggregator: Type[StarAggregator], + data_type: Literal['fhir', 's3'], + query: Optional[Union[str, list[str]]] = None, + simple_analysis: bool = True, + output_type: Literal['str', 'bytes', 'pickle'] = 'str', + analyzer_kwargs: dict = {}, + aggregator_kwargs: dict = {}) -> None: + + print("Simple analysis: " + str(simple_analysis)) + latest_result = None + agg_index = len(data_splits) + while True: + sim_nodes = {} + for i in range(len(data_splits) + 1): + node_id = f"node_{i}" + test_kwargs = {f'{data_type}_data': data_splits[i] if i < agg_index else None, + 'node_id': node_id, + 'aggregator': f"node_{len(data_splits)}", + 'participant_ids': [f"node_{j}" for j in range(len(data_splits) + 1) if i != j], + 'role': 'default' if i < agg_index else 'aggregator', + 'analysis_id': "analysis_id", + 'project_id': "project_id", + } + analyzer_kwargs['latest_result'] = latest_result + aggregator_kwargs['latest_result'] = latest_result + + sim_nodes[node_id] = StarModel(analyzer, + aggregator, + data_type, + query, + True, + output_type, + analyzer_kwargs, + aggregator_kwargs, + test_mode=True, + test_kwargs=test_kwargs + ) + if simple_analysis: + print("Final result (simple analysis): " + sim_nodes[f"node_{agg_index}"].flame.final_results_storage) + break + else: + result = sim_nodes[f"node_{agg_index}"].flame.final_results_storage + if latest_result is not None: + converged = aggregator(MockFlameCoreSDK(test_kwargs)).has_converged(result=result, last_result=latest_result) + else: + converged = False + + if converged: + print("Final result (multi analysis): " + str(result)) + break + else: + latest_result = result + print("") + +if __name__ == "__main__": + data_1 = [1, 2, 3, 4] + data_2 = [5, 6, 7, 8] + data_splits = [data_1, data_2] + + main(data_splits, # TODO: Insert your data fragments in a list + MyAnalyzer, # TODO: Replace with your custom Analyzer class + MyAggregator, # TODO: Replace with your custom Aggregator class + 's3', # TODO: Specify data type ('fhir' or 's3') + simple_analysis=False) + From 48c362a5da40a4ff2d2c54d3d72c95ba51fbd399 Mon Sep 17 00:00:00 2001 From: davidhieber Date: Tue, 16 Dec 2025 16:32:12 +0100 Subject: [PATCH 33/35] feat: enhance logging functionality with new log types and update log calls Co-authored-by: Nightknight3000 --- flame/star/node_base_client.py | 1 - flame/star/star_model.py | 23 +++--- flame/star/test_star_model.py | 113 ++++++++++++++++++++++++++++++ flame/utils/mock_flame_core.py | 31 +++++++- flame/utils/mock_message.py | 84 ---------------------- flame/utils/mock_node_config.py | 10 --- flame/utils/mock_shared_broker.py | 29 -------- test/test_star_pattern.py | 89 +++++------------------ 8 files changed, 168 insertions(+), 212 deletions(-) create mode 100644 flame/star/test_star_model.py delete mode 100644 flame/utils/mock_message.py delete mode 100644 flame/utils/mock_node_config.py delete mode 100644 flame/utils/mock_shared_broker.py diff --git a/flame/star/node_base_client.py b/flame/star/node_base_client.py index a64ab02..a141347 100644 --- a/flame/star/node_base_client.py +++ b/flame/star/node_base_client.py @@ -1,5 +1,4 @@ from typing import Any, Literal, Optional -from enum import Enum from flamesdk import FlameCoreSDK diff --git a/flame/star/star_model.py b/flame/star/star_model.py index 976c4da..19de3d7 100644 --- a/flame/star/star_model.py +++ b/flame/star/star_model.py @@ -30,28 +30,26 @@ def __init__(self, test_mode: bool = False, test_kwargs: Optional[dict] = None) -> None: if not test_mode: - if FlameCoreSDK is None: - raise ModuleNotFoundError("flamesdk is required when test_mode is False") self.flame = FlameCoreSDK() else: self.flame = MockFlameCoreSDK(test_kwargs=test_kwargs) if self._is_analyzer(): - self.flame.flame_log("Analyzer started") + self.flame.flame_log("Analyzer started", log_type='info') self._start_analyzer(analyzer, data_type=data_type, query=query, simple_analysis=simple_analysis, analyzer_kwargs=analyzer_kwargs) elif self._is_aggregator(): - self.flame.flame_log("Aggregator started") + self.flame.flame_log("Aggregator started", log_type='info') self._start_aggregator(aggregator, simple_analysis=simple_analysis, output_type=output_type, aggregator_kwargs=aggregator_kwargs) else: raise BrokenPipeError("Has to be either analyzer or aggregator") - self.flame.flame_log("Analysis finished!") + self.flame.flame_log("Analysis finished!", log_type='info') def _is_aggregator(self) -> bool: return self.flame.get_role() == 'aggregator' @@ -83,12 +81,11 @@ def _start_aggregator(self, # Aggregate results agg_res, converged = aggregator.aggregate(list(result_dict.values()), simple_analysis) - self.flame.flame_log(f"Aggregated results: {str(agg_res)[:100]}") if converged: - self.flame.flame_log("Submitting final results...", end='') + self.flame.flame_log("Submitting final results...", log_type='info', end='') response = self.flame.submit_final_result(agg_res, output_type) - self.flame.flame_log(f"success (response={response})") + self.flame.flame_log(f"success (response={response})", log_type='info') self.flame.analysis_finished() aggregator.node_finished() # LOOP BREAK else: @@ -118,7 +115,7 @@ def _start_analyzer(self, # Get data self._get_data(query=query, data_type=data_type) - self.flame.flame_log(f"Data extracted: {str(self.data)[:100]}") + self.flame.flame_log(f"Data extracted: {str(self.data)[:100]}", log_type='info') agg_res = None # Check converged status on Hub @@ -139,20 +136,20 @@ def _start_analyzer(self, def _wait_until_partners_ready(self): if self._is_analyzer(): aggregator_id = self.flame.get_aggregator_id() - self.flame.flame_log("Awaiting contact with aggregator node...") + self.flame.flame_log("Awaiting contact with aggregator node...", log_type='info') ready_check_dict = self.flame.ready_check([aggregator_id]) if not ready_check_dict[aggregator_id]: raise BrokenPipeError("Could not contact aggregator") - self.flame.flame_log("Awaiting contact with aggregator node...success") + self.flame.flame_log("Awaiting contact with aggregator node...success", log_type='info') else: analyzer_ids = self.flame.get_participant_ids() - self.flame.flame_log("Awaiting contact with analyzer nodes...") + self.flame.flame_log("Awaiting contact with analyzer nodes...", log_type='info') ready_check_dict = self.flame.ready_check(analyzer_ids) if not all(ready_check_dict.values()): raise BrokenPipeError("Could not contact all analyzers") - self.flame.flame_log("Awaiting contact with analyzer nodes...success") + self.flame.flame_log("Awaiting contact with analyzer nodes...success", log_type='info') def _get_data(self, data_type: Literal['fhir', 's3'], diff --git a/flame/star/test_star_model.py b/flame/star/test_star_model.py new file mode 100644 index 0000000..d4b7fab --- /dev/null +++ b/flame/star/test_star_model.py @@ -0,0 +1,113 @@ +from typing import Any, Type, Literal, Optional, Union +import pickle +from flame.star import StarModel, StarAnalyzer, StarAggregator +from flame.utils.mock_flame_core import MockFlameCoreSDK + + +def test_star_model(data_splits: list[Any], + analyzer: Type[StarAnalyzer], + aggregator: Type[StarAggregator], + data_type: Literal['fhir', 's3'], + query: Optional[Union[str, list[str]]] = None, + simple_analysis: bool = True, + output_type: Literal['str', 'bytes', 'pickle'] = 'str', + analyzer_kwargs: dict = {}, + aggregator_kwargs: dict = {}, + result_filepath: str = None) -> None: + latest_result = None + num_iterations = 0 + converged = False + while not converged: + num_iterations += 1 + print(f"--- Starting Iteration {num_iterations} ---") + + analyzer_kwargs['latest_result'] = latest_result + aggregator_kwargs['latest_result'] = latest_result + + result, agg_kwargs = simulate_nodes(data_splits, + analyzer, + aggregator, + data_type, + query, + output_type, + analyzer_kwargs, + aggregator_kwargs) + + if simple_analysis: + write_result(result, output_type, result_filepath) + converged = True + else: + converged = check_convergence(aggregator, agg_kwargs, result, latest_result) + if converged: + write_result(result, output_type, result_filepath) + else: + latest_result = result + + print(f"--- Ending Iteration {num_iterations} ---\n") + + +def simulate_nodes(data_splits: list[Any], + analyzer: Type[StarAnalyzer], + aggregator: Type[StarAggregator], + data_type: Literal['fhir', 's3'], + query: Optional[Union[str, list[str]]], + output_type: Literal['str', 'bytes', 'pickle'], + analyzer_kwargs: dict, + aggregator_kwargs: dict): + agg_index = len(data_splits) + sim_nodes = {} + agg_kwargs = None + for i in range(len(data_splits) + 1): + node_id = f"node_{i}" + test_kwargs = {f'{data_type}_data': data_splits[i] if i < agg_index else None, + 'node_id': node_id, + 'aggregator': f"node_{len(data_splits)}", + 'participant_ids': [f"node_{j}" for j in range(len(data_splits) + 1) if i != j], + 'role': 'default' if i < agg_index else 'aggregator', + 'analysis_id': "analysis_id", + 'project_id': "project_id", + } + if i == agg_index: + agg_kwargs = test_kwargs + + sim_nodes[node_id] = StarModel(analyzer, + aggregator, + data_type, + query, + True, + output_type, + analyzer_kwargs, + aggregator_kwargs, + test_mode=True, + test_kwargs=test_kwargs + ) + return sim_nodes[f"node_{agg_index}"].flame.final_results_storage, agg_kwargs + + +def check_convergence(aggregator: Type[StarAggregator], + agg_kwargs: dict[str, str], + result: Any, + latest_result: Any) -> bool: + if latest_result is not None: + return aggregator(MockFlameCoreSDK(agg_kwargs)).has_converged(result=result, + last_result=latest_result) + else: + return False + + +def write_result(result: Any, + output_type: Literal['str', 'bytes', 'pickle'], + result_filepath: str) -> None: + if result_filepath is not None: + if output_type == 'str': + with open(result_filepath, 'w') as f: + f.write(str(result)) + elif output_type == 'pickle': + with open(result_filepath, 'wb') as f: + f.write(pickle.dumps(result)) + else: + with open(result_filepath, 'wb') as f: + f.write(result) + print(f"Final result (simple analysis) written to {result_filepath}") + else: + print(f"Final result (simple analysis): {result}") diff --git a/flame/utils/mock_flame_core.py b/flame/utils/mock_flame_core.py index 43b47c7..9d85874 100644 --- a/flame/utils/mock_flame_core.py +++ b/flame/utils/mock_flame_core.py @@ -1,4 +1,4 @@ -import sys +from enum import Enum from httpx import AsyncClient from io import StringIO from typing import Any, Literal, Optional, Union @@ -7,6 +7,28 @@ _REQUIRED_KWARGS = ['node_id', 'participant_ids', 'role'] +class HUB_LOG_LITERALS(Enum): + info_log = 'info' + notice_message = 'notice' + debug_log = 'debug' + warning_log = 'warn' + alert_log = 'alert' + emergency_log = 'emerg' + error_code = 'error' + critical_error_code = 'crit' + + +_LOG_TYPE_LITERALS = {'info': (HUB_LOG_LITERALS.info_log.value, 36), + 'normal': (HUB_LOG_LITERALS.info_log.value, 39), + 'notice': (HUB_LOG_LITERALS.notice_message.value, 32), + 'debug': (HUB_LOG_LITERALS.debug_log.value, 90), + 'warning': (HUB_LOG_LITERALS.warning_log.value, 33), + 'alert': (HUB_LOG_LITERALS.alert_log.value, 91), + 'emergency': (HUB_LOG_LITERALS.emergency_log.value, 35), + 'error': (HUB_LOG_LITERALS.error_code.value, 31), + 'critical-error': (HUB_LOG_LITERALS.critical_error_code.value, 41)} + + class MockFlameCoreSDK: message_broker: dict[str, list[dict[str, Any]]] = {} final_results_storage: Optional[Any] = None @@ -73,7 +95,12 @@ def flame_log(self, log_type: str = 'normal', suppress_head: bool = False, halt_submission: bool = False) -> None: - print(msg, end=end) + if log_type in _LOG_TYPE_LITERALS.keys(): + color = str(_LOG_TYPE_LITERALS[log_type][1]) + else: + color = str(_LOG_TYPE_LITERALS['normal'][1]) + print(f'\033[{color}m{msg}\033[0m', end=end) + def declare_log_types(self, new_log_types: dict[str, str]) -> None: pass diff --git a/flame/utils/mock_message.py b/flame/utils/mock_message.py deleted file mode 100644 index 976e016..0000000 --- a/flame/utils/mock_message.py +++ /dev/null @@ -1,84 +0,0 @@ -import datetime -import uuid -from typing import Optional -from mock_node_config import MockNodeConfig - -class MockMessage: - def __init__(self, - message: dict, - config: MockNodeConfig, - outgoing: bool, - message_number: Optional[int] = None, - category: Optional[str] = None, - recipients: Optional[list[str]] = None) -> None: - """ - Message object to be sent or received by the message broker. - :param message: dict body of the message to be sent or received, must not contain the field 'meta' - :param config: the node configuration - :param outgoing: boolean value specifying if the message is outgoing or incoming - :param message_number: the message number - :param category: the message category - :param recipients: the list of recipients - """ - if outgoing: - if "meta" in message.keys(): - raise("Cannot use field 'meta' in message body. " - "This field is reserved for meta data used by the message broker.") - elif type(message_number) != int: - raise(f"Specified outgoing message, but did not specify integer value for " - f"message_number (received: {type(message_number)}).") - elif type(category) != str: - raise(f"Specified outgoing message, but did not specify string value for " - f"category (received: {type(category)}).") - elif (type(recipients) != list) or (any([type(recipient) != str for recipient in recipients])): - if hasattr(recipients, '__iter__'): - raise(f"Specified outgoing message, but did not specify list of strings " - f"value for recipients (received: {type(recipients)} containing " - f"{set([type(recipient) for recipient in recipients])}).") - else: - raise(f"Specified outgoing message, but did not specify list of strings " - f"value for recipients (received: {type(recipients)}).") - self.recipients = recipients - - self.body = message - self._update_meta_data(outgoing, config, category, message_number) - - if not outgoing: - self.recipients = [self.body["meta"]["sender"]] - - def set_read(self) -> None: - """ - Marks the message as read. - :return: - """ - self.body["meta"]["status"] = "read" - - def _update_meta_data(self, - outgoing: bool, - config: MockNodeConfig, - category: Optional[str] = None, - message_number: Optional[int] = None) -> None: - """ - Adds meta data to the outgoing message or update it for incoming. - :param outgoing: - :param config: - :param category: - :param message_number: - :return: - """ - if outgoing: - meta_data = {"type": "outgoing", - "category": category, - "id": f"{config.node_id}-{message_number}-{uuid.uuid4()}", - "akn_id": None, - "status": "unread", - "sender": config.node_id, - "created_at": str(datetime.datetime.now()), - "arrived_at": None, - "number": message_number} - self.body["meta"] = meta_data - else: - self.body["meta"]["type"] = "incoming" - if self.body["meta"]["akn_id"] is None: - self.body["meta"]["akn_id"] = config.node_id - self.body["meta"]["arrived_at"] = str(datetime.datetime.now()) \ No newline at end of file diff --git a/flame/utils/mock_node_config.py b/flame/utils/mock_node_config.py deleted file mode 100644 index 6c537df..0000000 --- a/flame/utils/mock_node_config.py +++ /dev/null @@ -1,10 +0,0 @@ -class MockNodeConfig: - def __init__(self, test_kwargs) -> None: - # init analysis status - self.finished = False - # environment variables - self.analysis_id = "uuid" - self.project_id = test_kwargs.get('project_id','project_uuid') - # tbd by MessageBroker - self.node_role = test_kwargs.get('role','default') - self.node_id = test_kwargs.get('node_id','node_uuid') diff --git a/flame/utils/mock_shared_broker.py b/flame/utils/mock_shared_broker.py deleted file mode 100644 index b54e59c..0000000 --- a/flame/utils/mock_shared_broker.py +++ /dev/null @@ -1,29 +0,0 @@ -import threading - - -class SharedBroker: - """A mock shared broker for testing purposes.""" - def __init__(self): - self.message_broker = {} - self.lock = threading.Lock() - - def set(self, key, value): - """Set a value in the shared broker.""" - with self.lock: - self.message_broker[key] = value - - def get(self, key, default=None): - """Get a value from the shared broker.""" - with self.lock: - return self.message_broker.get(key, default) - - def delete(self, key): - """Delete a value from the shared broker.""" - with self.lock: - if key in self.message_broker: - del self.message_broker[key] - - def clear(self): - """Clear all data from the shared broker.""" - with self.lock: - self.message_broker.clear() \ No newline at end of file diff --git a/test/test_star_pattern.py b/test/test_star_pattern.py index 97fef47..0c8dbc0 100644 --- a/test/test_star_pattern.py +++ b/test/test_star_pattern.py @@ -1,9 +1,7 @@ import math -from typing import Any, Type, Literal, Optional, Union - -from flame.star import StarModel, StarAnalyzer, StarAggregator -from flamesdk import FlameCoreSDK -from flame.utils.mock_flame_core import MockFlameCoreSDK +from typing import Any, Optional +from flame.star import StarAnalyzer, StarAggregator +from flame.star.test_star_model import test_star_model class MyAnalyzer(StarAnalyzer): @@ -12,12 +10,13 @@ def __init__(self, flame, latest_result=None): self.latest_result = latest_result def analysis_method(self, data, aggregator_results): - print(f"data in MyAnalyzer: {data}") - print(f"aggregator_results in MyAnalyzer: {aggregator_results}") - if aggregator_results is None: - return sum(data) / len(data) - else: - return (sum(data) / len(data) + aggregator_results) / 2 + self.flame.flame_log(f"aggregator_results in MyAnalyzer: {aggregator_results}", log_type='debug') + analysis_result = sum(data) / len(data) \ + if aggregator_results is None \ + else (sum(data) / len(data) + aggregator_results) / 2 + self.flame.flame_log(f"MyAnalysis result ({self.id}): {analysis_result}", log_type='notice') + return analysis_result + class MyAggregator(StarAggregator): def __init__(self, flame, latest_result=None): @@ -25,78 +24,22 @@ def __init__(self, flame, latest_result=None): self.latest_result = latest_result def aggregation_method(self, analysis_results: list[Any]) -> Any: - print(f"analysis_results in MyAggregator: {analysis_results}") result = sum(analysis_results) / len(analysis_results) - print(f"result: {result}") + self.flame.flame_log(f"MyAggregator result ({self.id}): {result}", log_type='notice') return result def has_converged(self, result: Any, last_result: Optional[Any]) -> bool: return math.fabs(result - last_result) < 0.01 -def main(data_splits: list[Any], - analyzer: Type[StarAnalyzer], - aggregator: Type[StarAggregator], - data_type: Literal['fhir', 's3'], - query: Optional[Union[str, list[str]]] = None, - simple_analysis: bool = True, - output_type: Literal['str', 'bytes', 'pickle'] = 'str', - analyzer_kwargs: dict = {}, - aggregator_kwargs: dict = {}) -> None: - - print("Simple analysis: " + str(simple_analysis)) - latest_result = None - agg_index = len(data_splits) - while True: - sim_nodes = {} - for i in range(len(data_splits) + 1): - node_id = f"node_{i}" - test_kwargs = {f'{data_type}_data': data_splits[i] if i < agg_index else None, - 'node_id': node_id, - 'aggregator': f"node_{len(data_splits)}", - 'participant_ids': [f"node_{j}" for j in range(len(data_splits) + 1) if i != j], - 'role': 'default' if i < agg_index else 'aggregator', - 'analysis_id': "analysis_id", - 'project_id': "project_id", - } - analyzer_kwargs['latest_result'] = latest_result - aggregator_kwargs['latest_result'] = latest_result - - sim_nodes[node_id] = StarModel(analyzer, - aggregator, - data_type, - query, - True, - output_type, - analyzer_kwargs, - aggregator_kwargs, - test_mode=True, - test_kwargs=test_kwargs - ) - if simple_analysis: - print("Final result (simple analysis): " + sim_nodes[f"node_{agg_index}"].flame.final_results_storage) - break - else: - result = sim_nodes[f"node_{agg_index}"].flame.final_results_storage - if latest_result is not None: - converged = aggregator(MockFlameCoreSDK(test_kwargs)).has_converged(result=result, last_result=latest_result) - else: - converged = False - - if converged: - print("Final result (multi analysis): " + str(result)) - break - else: - latest_result = result - print("") if __name__ == "__main__": data_1 = [1, 2, 3, 4] data_2 = [5, 6, 7, 8] data_splits = [data_1, data_2] - main(data_splits, # TODO: Insert your data fragments in a list - MyAnalyzer, # TODO: Replace with your custom Analyzer class - MyAggregator, # TODO: Replace with your custom Aggregator class - 's3', # TODO: Specify data type ('fhir' or 's3') - simple_analysis=False) + test_star_model(data_splits, # TODO: Insert your data fragments in a list + MyAnalyzer, # TODO: Replace with your custom Analyzer class + MyAggregator, # TODO: Replace with your custom Aggregator class + 's3', # TODO: Specify data type ('fhir' or 's3') + simple_analysis=False) From 039bcc2a5b7c4f58eff631bd486d091982f33d64 Mon Sep 17 00:00:00 2001 From: davidhieber Date: Thu, 18 Dec 2025 10:28:09 +0100 Subject: [PATCH 34/35] feat: add StarModelTester class and enhance test node functionality Co-authored-by: Nightknight3000 --- .../{test_star_model.py => run_star_model.py} | 0 flame/star/__init__.py | 1 + flame/star/node_base_client.py | 14 +++ flame/star/star_model.py | 24 +++- flame/star/star_model_tester.py | 118 ++++++++++++++++++ flame/star/test_star_model.py | 113 ----------------- flame/utils/mock_flame_core.py | 3 + test/test_star_pattern.py | 26 ++-- 8 files changed, 168 insertions(+), 131 deletions(-) rename examples/{test_star_model.py => run_star_model.py} (100%) create mode 100644 flame/star/star_model_tester.py delete mode 100644 flame/star/test_star_model.py diff --git a/examples/test_star_model.py b/examples/run_star_model.py similarity index 100% rename from examples/test_star_model.py rename to examples/run_star_model.py diff --git a/flame/star/__init__.py b/flame/star/__init__.py index 5de34b0..6cd6e0a 100644 --- a/flame/star/__init__.py +++ b/flame/star/__init__.py @@ -1,3 +1,4 @@ from flame.star.star_model import StarModel from flame.star.analyzer_client import Analyzer as StarAnalyzer from flame.star.aggregator_client import Aggregator as StarAggregator +from flame.star.star_model_tester import StarModelTester diff --git a/flame/star/node_base_client.py b/flame/star/node_base_client.py index a141347..1c7c094 100644 --- a/flame/star/node_base_client.py +++ b/flame/star/node_base_client.py @@ -24,3 +24,17 @@ def __init__(self, flame: FlameCoreSDK): def node_finished(self): self.finished = True + + def set_num_iterations(self, num_iterations: int) -> None: + """ + This method sets the number of iterations completed by the aggregator. + :param num_iterations: Number of iterations to set. + """ + self.num_iterations = num_iterations + + def set_latest_result(self, latest_result: Any) -> None: + """ + This method sets the latest result of the aggregator. + :param latest_result: Latest result to set. + """ + self.latest_result = latest_result \ No newline at end of file diff --git a/flame/star/star_model.py b/flame/star/star_model.py index 19de3d7..9a999ec 100644 --- a/flame/star/star_model.py +++ b/flame/star/star_model.py @@ -1,5 +1,5 @@ from enum import Enum -from typing import Optional, Type, Literal, Union +from typing import Optional, Type, Literal, Union, Any from flamesdk import FlameCoreSDK from flame.star.aggregator_client import Aggregator @@ -33,6 +33,8 @@ def __init__(self, self.flame = FlameCoreSDK() else: self.flame = MockFlameCoreSDK(test_kwargs=test_kwargs) + test_node_kwargs = {'num_iterations': test_kwargs['num_iterations'], + 'latest_result': test_kwargs['num_iterations']} if test_mode else None if self._is_analyzer(): self.flame.flame_log("Analyzer started", log_type='info') @@ -40,13 +42,15 @@ def __init__(self, data_type=data_type, query=query, simple_analysis=simple_analysis, - analyzer_kwargs=analyzer_kwargs) + analyzer_kwargs=analyzer_kwargs, + test_node_kwargs=test_node_kwargs) elif self._is_aggregator(): self.flame.flame_log("Aggregator started", log_type='info') self._start_aggregator(aggregator, simple_analysis=simple_analysis, output_type=output_type, - aggregator_kwargs=aggregator_kwargs) + aggregator_kwargs=aggregator_kwargs, + test_node_kwargs=test_node_kwargs) else: raise BrokenPipeError("Has to be either analyzer or aggregator") self.flame.flame_log("Analysis finished!", log_type='info') @@ -61,7 +65,8 @@ def _start_aggregator(self, aggregator: Type[Aggregator], simple_analysis: bool = True, output_type: Literal['str', 'bytes', 'pickle'] = 'str', - aggregator_kwargs: Optional[dict] = None) -> None: + aggregator_kwargs: Optional[dict] = None, + test_node_kwargs: Optional[dict[str, Any]] = None) -> None: if issubclass(aggregator, Aggregator): # init custom aggregator subclass if aggregator_kwargs is None: @@ -69,6 +74,10 @@ def _start_aggregator(self, else: aggregator = aggregator(flame=self.flame, **aggregator_kwargs) + if test_node_kwargs is not None: + aggregator.set_num_iterations(test_node_kwargs['num_iterations']) + aggregator.set_latest_result(test_node_kwargs['latest_result']) + # Ready Check self._wait_until_partners_ready() @@ -100,7 +109,8 @@ def _start_analyzer(self, data_type: Literal['fhir', 's3'], query: Optional[Union[str, list[str]]] = None, simple_analysis: bool = True, - analyzer_kwargs: Optional[dict] = None) -> None: + analyzer_kwargs: Optional[dict] = None, + test_node_kwargs: Optional[dict[str, Any]] = None) -> None: if issubclass(analyzer, Analyzer): # init custom analyzer subclass if analyzer_kwargs is None: @@ -108,6 +118,10 @@ def _start_analyzer(self, else: analyzer = analyzer(flame=self.flame, **analyzer_kwargs) + if test_node_kwargs is not None: + analyzer.set_num_iterations(test_node_kwargs['num_iterations']) + analyzer.set_latest_result(test_node_kwargs['latest_result']) + aggregator_id = self.flame.get_aggregator_id() # Ready Check diff --git a/flame/star/star_model_tester.py b/flame/star/star_model_tester.py new file mode 100644 index 0000000..4210f1b --- /dev/null +++ b/flame/star/star_model_tester.py @@ -0,0 +1,118 @@ +import pickle +from typing import Any, Type, Literal, Optional, Union + +from flame.star import StarModel, StarAnalyzer, StarAggregator +from flame.utils.mock_flame_core import MockFlameCoreSDK + + +class StarModelTester: + agg_index: int + + latest_result: Optional[Any] = None + num_iterations: int = 0 + converged: bool = False + + def __init__(self, + data_splits: list[Any], + analyzer: Type[StarAnalyzer], + aggregator: Type[StarAggregator], + data_type: Literal['fhir', 's3'], + query: Optional[Union[str, list[str]]] = None, + simple_analysis: bool = True, + output_type: Literal['str', 'bytes', 'pickle'] = 'str', + analyzer_kwargs: Optional[dict] = None, + aggregator_kwargs: Optional[dict] = None, + result_filepath: str = None) -> None: + self.agg_index = len(data_splits) + while not self.converged: + print(f"--- Starting Iteration {self.num_iterations} ---") + + result, agg_kwargs = self.simulate_nodes(data_splits, + analyzer, + aggregator, + data_type, + query, + output_type, + analyzer_kwargs, + aggregator_kwargs) + if simple_analysis: + self.write_result(result, output_type, result_filepath) + self.converged = True + else: + self.converged = self.check_convergence(aggregator, agg_kwargs, result) + if self.converged: + self.write_result(result, output_type, result_filepath) + else: + self.latest_result = result + + print(f"--- Ending Iteration {self.num_iterations} ---\n") + self.num_iterations += 1 + + def simulate_nodes(self, + data_splits: list[Any], + analyzer: Type[StarAnalyzer], + aggregator: Type[StarAggregator], + data_type: Literal['fhir', 's3'], + query: Optional[Union[str, list[str]]], + output_type: Literal['str', 'bytes', 'pickle'], + analyzer_kwargs: Optional[dict] = None, + aggregator_kwargs: Optional[dict] = None) -> tuple[Any, dict[str, Any]]: + sim_nodes = {} + agg_kwargs = None + for i in range(len(data_splits) + 1): + node_id = f"node_{i}" + test_kwargs = {f'{data_type}_data': data_splits[i] if i < self.agg_index else None, + 'node_id': node_id, + 'aggregator': f"node_{len(data_splits)}", + 'participant_ids': [f"node_{j}" for j in range(len(data_splits) + 1) if i != j], + 'role': 'default' if i < self.agg_index else 'aggregator', + 'analysis_id': "analysis_id", + 'project_id': "project_id", + 'num_iterations': self.num_iterations, + 'latest_result': self.latest_result} + if i == self.agg_index: + agg_kwargs = test_kwargs + + sim_nodes[node_id] = StarModel(analyzer, + aggregator, + data_type, + query, + True, + output_type, + analyzer_kwargs, + aggregator_kwargs, + test_mode=True, + test_kwargs=test_kwargs) + return sim_nodes[f"node_{self.agg_index}"].flame.final_results_storage, agg_kwargs + + @staticmethod + def check_convergence(aggregator: Type[StarAggregator], + agg_kwargs: dict[str, Any], + result: Any) -> bool: + if all(k in agg_kwargs.keys() for k in ('num_iterations', 'latest_result')): + agg = aggregator(MockFlameCoreSDK(test_kwargs=agg_kwargs)) + agg.set_num_iterations(agg_kwargs['num_iterations']) + if agg.num_iterations != 0: + return agg.has_converged(result=result, last_result=agg_kwargs['latest_result']) + else: + return False + else: + return False + + @staticmethod + def write_result(result: Any, + output_type: Literal['str', 'bytes', 'pickle'], + result_filepath: str) -> None: + if result_filepath is not None: + if output_type == 'str': + with open(result_filepath, 'w') as f: + f.write(str(result)) + elif output_type == 'pickle': + with open(result_filepath, 'wb') as f: + f.write(pickle.dumps(result)) + else: + with open(result_filepath, 'wb') as f: + f.write(result) + print(f"Final result (simple analysis) written to {result_filepath}") + else: + print(f"Final result (simple analysis): {result}") diff --git a/flame/star/test_star_model.py b/flame/star/test_star_model.py deleted file mode 100644 index d4b7fab..0000000 --- a/flame/star/test_star_model.py +++ /dev/null @@ -1,113 +0,0 @@ -from typing import Any, Type, Literal, Optional, Union -import pickle -from flame.star import StarModel, StarAnalyzer, StarAggregator -from flame.utils.mock_flame_core import MockFlameCoreSDK - - -def test_star_model(data_splits: list[Any], - analyzer: Type[StarAnalyzer], - aggregator: Type[StarAggregator], - data_type: Literal['fhir', 's3'], - query: Optional[Union[str, list[str]]] = None, - simple_analysis: bool = True, - output_type: Literal['str', 'bytes', 'pickle'] = 'str', - analyzer_kwargs: dict = {}, - aggregator_kwargs: dict = {}, - result_filepath: str = None) -> None: - latest_result = None - num_iterations = 0 - converged = False - while not converged: - num_iterations += 1 - print(f"--- Starting Iteration {num_iterations} ---") - - analyzer_kwargs['latest_result'] = latest_result - aggregator_kwargs['latest_result'] = latest_result - - result, agg_kwargs = simulate_nodes(data_splits, - analyzer, - aggregator, - data_type, - query, - output_type, - analyzer_kwargs, - aggregator_kwargs) - - if simple_analysis: - write_result(result, output_type, result_filepath) - converged = True - else: - converged = check_convergence(aggregator, agg_kwargs, result, latest_result) - if converged: - write_result(result, output_type, result_filepath) - else: - latest_result = result - - print(f"--- Ending Iteration {num_iterations} ---\n") - - -def simulate_nodes(data_splits: list[Any], - analyzer: Type[StarAnalyzer], - aggregator: Type[StarAggregator], - data_type: Literal['fhir', 's3'], - query: Optional[Union[str, list[str]]], - output_type: Literal['str', 'bytes', 'pickle'], - analyzer_kwargs: dict, - aggregator_kwargs: dict): - agg_index = len(data_splits) - sim_nodes = {} - agg_kwargs = None - for i in range(len(data_splits) + 1): - node_id = f"node_{i}" - test_kwargs = {f'{data_type}_data': data_splits[i] if i < agg_index else None, - 'node_id': node_id, - 'aggregator': f"node_{len(data_splits)}", - 'participant_ids': [f"node_{j}" for j in range(len(data_splits) + 1) if i != j], - 'role': 'default' if i < agg_index else 'aggregator', - 'analysis_id': "analysis_id", - 'project_id': "project_id", - } - if i == agg_index: - agg_kwargs = test_kwargs - - sim_nodes[node_id] = StarModel(analyzer, - aggregator, - data_type, - query, - True, - output_type, - analyzer_kwargs, - aggregator_kwargs, - test_mode=True, - test_kwargs=test_kwargs - ) - return sim_nodes[f"node_{agg_index}"].flame.final_results_storage, agg_kwargs - - -def check_convergence(aggregator: Type[StarAggregator], - agg_kwargs: dict[str, str], - result: Any, - latest_result: Any) -> bool: - if latest_result is not None: - return aggregator(MockFlameCoreSDK(agg_kwargs)).has_converged(result=result, - last_result=latest_result) - else: - return False - - -def write_result(result: Any, - output_type: Literal['str', 'bytes', 'pickle'], - result_filepath: str) -> None: - if result_filepath is not None: - if output_type == 'str': - with open(result_filepath, 'w') as f: - f.write(str(result)) - elif output_type == 'pickle': - with open(result_filepath, 'wb') as f: - f.write(pickle.dumps(result)) - else: - with open(result_filepath, 'wb') as f: - f.write(result) - print(f"Final result (simple analysis) written to {result_filepath}") - else: - print(f"Final result (simple analysis): {result}") diff --git a/flame/utils/mock_flame_core.py b/flame/utils/mock_flame_core.py index 9d85874..1fb62ef 100644 --- a/flame/utils/mock_flame_core.py +++ b/flame/utils/mock_flame_core.py @@ -48,10 +48,13 @@ def __init__(self, test_kwargs): def sanity_check(self, test_kwargs) -> None: required_kwargs_check = all([k in test_kwargs.keys() for k in _REQUIRED_KWARGS]) data_given = 'fhir_data' in test_kwargs.keys() or 's3_data' in test_kwargs.keys() + test_node_kwargs_given = all(k in test_kwargs.keys() for k in ('num_iterations', 'latest_result')) if not required_kwargs_check: raise ValueError("test_kwargs must include 'node_id', 'participant_ids', and 'role' keys.") if not data_given: raise ValueError("test_kwargs must include either 'fhir_data' or 's3_data' key with corresponding data.") + if not test_node_kwargs_given: + raise ValueError("test_kwargs must include 'num_iterations' and 'latest_result' keys.") ########################################General################################################## def get_aggregator_id(self) -> Optional[str]: diff --git a/test/test_star_pattern.py b/test/test_star_pattern.py index 0c8dbc0..3004d97 100644 --- a/test/test_star_pattern.py +++ b/test/test_star_pattern.py @@ -1,35 +1,36 @@ -import math from typing import Any, Optional from flame.star import StarAnalyzer, StarAggregator -from flame.star.test_star_model import test_star_model +from flame.star.star_model_tester import StarModelTester class MyAnalyzer(StarAnalyzer): - def __init__(self, flame, latest_result=None): + def __init__(self, flame): super().__init__(flame) - self.latest_result = latest_result def analysis_method(self, data, aggregator_results): self.flame.flame_log(f"aggregator_results in MyAnalyzer: {aggregator_results}", log_type='debug') analysis_result = sum(data) / len(data) \ if aggregator_results is None \ - else (sum(data) / len(data) + aggregator_results) / 2 + else (sum(data) / len(data) + aggregator_results) + 1 / 2 self.flame.flame_log(f"MyAnalysis result ({self.id}): {analysis_result}", log_type='notice') return analysis_result class MyAggregator(StarAggregator): - def __init__(self, flame, latest_result=None): + def __init__(self, flame): super().__init__(flame) - self.latest_result = latest_result def aggregation_method(self, analysis_results: list[Any]) -> Any: + self.flame.flame_log(f"analysis_results in MyAggregator: {analysis_results}", log_type='notice') result = sum(analysis_results) / len(analysis_results) self.flame.flame_log(f"MyAggregator result ({self.id}): {result}", log_type='notice') return result def has_converged(self, result: Any, last_result: Optional[Any]) -> bool: - return math.fabs(result - last_result) < 0.01 + #return math.fabs(result - last_result) < 0.01 + self.flame.flame_log(f"Last result: {last_result}, Current result: {result}", log_type="notice") + self.flame.flame_log(f"Checking convergence at iteration {self.num_iterations}", log_type="notice") + return self.num_iterations >= 5 # Limit to 5 iterations for testing if __name__ == "__main__": @@ -37,9 +38,8 @@ def has_converged(self, result: Any, last_result: Optional[Any]) -> bool: data_2 = [5, 6, 7, 8] data_splits = [data_1, data_2] - test_star_model(data_splits, # TODO: Insert your data fragments in a list - MyAnalyzer, # TODO: Replace with your custom Analyzer class - MyAggregator, # TODO: Replace with your custom Aggregator class - 's3', # TODO: Specify data type ('fhir' or 's3') + StarModelTester(data_splits=data_splits, # TODO: Insert your data fragments in a list + analyzer=MyAnalyzer, # TODO: Replace with your custom Analyzer class + aggregator=MyAggregator, # TODO: Replace with your custom Aggregator class + data_type='s3', # TODO: Specify data type ('fhir' or 's3') simple_analysis=False) - From 8c363739676b73004dc038004f2c4495b63c8a33 Mon Sep 17 00:00:00 2001 From: davidhieber Date: Tue, 13 Jan 2026 14:40:21 +0100 Subject: [PATCH 35/35] feat: update dependencies and enhance StarModel logging for test mode Co-authored-by: Nightknight3000 --- flame/star/star_model.py | 37 +-- flame/star/star_model_tester.py | 4 +- poetry.lock | 428 +++++++++++++++++++++----------- pyproject.toml | 8 +- test/test_star_pattern.py | 9 +- 5 files changed, 319 insertions(+), 167 deletions(-) diff --git a/flame/star/star_model.py b/flame/star/star_model.py index 9a999ec..34d5cf9 100644 --- a/flame/star/star_model.py +++ b/flame/star/star_model.py @@ -16,7 +16,8 @@ class _ERROR_MESSAGES(Enum): class StarModel: flame: Union[FlameCoreSDK, MockFlameCoreSDK] - data: Optional[list[dict[str, Union[dict, str]]]] = None + data: Optional[list[dict[str, Any]]] = None + test_mode: bool = False def __init__(self, analyzer: Type[Analyzer], @@ -29,15 +30,17 @@ def __init__(self, aggregator_kwargs: Optional[dict] = None, test_mode: bool = False, test_kwargs: Optional[dict] = None) -> None: - if not test_mode: + self.test_mode = test_mode + if not self.test_mode: self.flame = FlameCoreSDK() else: self.flame = MockFlameCoreSDK(test_kwargs=test_kwargs) test_node_kwargs = {'num_iterations': test_kwargs['num_iterations'], - 'latest_result': test_kwargs['num_iterations']} if test_mode else None + 'latest_result': test_kwargs['latest_result']} if self.test_mode else None if self._is_analyzer(): - self.flame.flame_log("Analyzer started", log_type='info') + self.flame.flame_log(f"Analyzer {test_kwargs['node_id'] + ' ' if self.test_mode else ''}started", + log_type='info') self._start_analyzer(analyzer, data_type=data_type, query=query, @@ -53,7 +56,8 @@ def __init__(self, test_node_kwargs=test_node_kwargs) else: raise BrokenPipeError("Has to be either analyzer or aggregator") - self.flame.flame_log("Analysis finished!", log_type='info') + if not self.test_mode: + self.flame.flame_log("Analysis finished!", log_type='info') def _is_aggregator(self) -> bool: return self.flame.get_role() == 'aggregator' @@ -92,15 +96,16 @@ def _start_aggregator(self, agg_res, converged = aggregator.aggregate(list(result_dict.values()), simple_analysis) if converged: - self.flame.flame_log("Submitting final results...", log_type='info', end='') + if not self.test_mode: + self.flame.flame_log("Submitting final results...", log_type='info', end='') response = self.flame.submit_final_result(agg_res, output_type) - self.flame.flame_log(f"success (response={response})", log_type='info') + if not self.test_mode: + self.flame.flame_log(f"success (response={response})", log_type='info') self.flame.analysis_finished() aggregator.node_finished() # LOOP BREAK else: # Send aggregated result to analyzers self.flame.send_intermediate_data(analyzers, agg_res) - else: raise BrokenPipeError(_ERROR_MESSAGES.IS_INCORRECT_CLASS.value) @@ -129,7 +134,7 @@ def _start_analyzer(self, # Get data self._get_data(query=query, data_type=data_type) - self.flame.flame_log(f"Data extracted: {str(self.data)[:100]}", log_type='info') + self.flame.flame_log(f"\tData extracted: {str(self.data)[:100]}", log_type='info') agg_res = None # Check converged status on Hub @@ -147,23 +152,27 @@ def _start_analyzer(self, else: raise BrokenPipeError(_ERROR_MESSAGES.IS_INCORRECT_CLASS.value) - def _wait_until_partners_ready(self): + def _wait_until_partners_ready(self) -> None: if self._is_analyzer(): aggregator_id = self.flame.get_aggregator_id() - self.flame.flame_log("Awaiting contact with aggregator node...", log_type='info') + if not self.test_mode: + self.flame.flame_log("Awaiting contact with aggregator node...", log_type='info') ready_check_dict = self.flame.ready_check([aggregator_id]) if not ready_check_dict[aggregator_id]: raise BrokenPipeError("Could not contact aggregator") - self.flame.flame_log("Awaiting contact with aggregator node...success", log_type='info') + if not self.test_mode: + self.flame.flame_log("Awaiting contact with aggregator node...success", log_type='info') else: analyzer_ids = self.flame.get_participant_ids() - self.flame.flame_log("Awaiting contact with analyzer nodes...", log_type='info') + if not self.test_mode: + self.flame.flame_log("Awaiting contact with analyzer nodes...", log_type='info') ready_check_dict = self.flame.ready_check(analyzer_ids) if not all(ready_check_dict.values()): raise BrokenPipeError("Could not contact all analyzers") - self.flame.flame_log("Awaiting contact with analyzer nodes...success", log_type='info') + if not self.test_mode: + self.flame.flame_log("Awaiting contact with analyzer nodes...success", log_type='info') def _get_data(self, data_type: Literal['fhir', 's3'], diff --git a/flame/star/star_model_tester.py b/flame/star/star_model_tester.py index 4210f1b..163e620 100644 --- a/flame/star/star_model_tester.py +++ b/flame/star/star_model_tester.py @@ -113,6 +113,6 @@ def write_result(result: Any, else: with open(result_filepath, 'wb') as f: f.write(result) - print(f"Final result (simple analysis) written to {result_filepath}") + print(f"Final result written to {result_filepath}") else: - print(f"Final result (simple analysis): {result}") + print(f"Final result: {result}") diff --git a/poetry.lock b/poetry.lock index cf9ec36..957597b 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,12 +1,12 @@ -# This file is automatically @generated by Poetry and should not be changed by hand. +# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. [[package]] name = "annotated-types" version = "0.7.0" description = "Reusable constraint types to use with typing.Annotated" -category = "main" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, @@ -14,56 +14,70 @@ files = [ [[package]] name = "anyio" -version = "4.11.0" +version = "4.12.1" description = "High-level concurrency and networking framework on top of asyncio or Trio" -category = "main" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ - {file = "anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"}, - {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"}, + {file = "anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c"}, + {file = "anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703"}, ] [package.dependencies] exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""} idna = ">=2.8" -sniffio = ">=1.1" typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""} [package.extras] -trio = ["trio (>=0.31.0)"] +trio = ["trio (>=0.31.0) ; python_version < \"3.10\"", "trio (>=0.32.0) ; python_version >= \"3.10\""] [[package]] name = "certifi" -version = "2025.10.5" +version = "2026.1.4" description = "Python package for providing Mozilla's CA Bundle." -category = "main" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ - {file = "certifi-2025.10.5-py3-none-any.whl", hash = "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de"}, - {file = "certifi-2025.10.5.tar.gz", hash = "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43"}, + {file = "certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c"}, + {file = "certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"}, ] [[package]] name = "cfgv" version = "3.4.0" description = "Validate configuration and produce human readable error messages." -category = "dev" optional = false python-versions = ">=3.8" +groups = ["dev"] +markers = "python_version == \"3.9\"" files = [ {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"}, {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"}, ] +[[package]] +name = "cfgv" +version = "3.5.0" +description = "Validate configuration and produce human readable error messages." +optional = false +python-versions = ">=3.10" +groups = ["dev"] +markers = "python_version >= \"3.10\"" +files = [ + {file = "cfgv-3.5.0-py2.py3-none-any.whl", hash = "sha256:a8dc6b26ad22ff227d2634a65cb388215ce6cc96bbcc5cfde7641ae87e8dacc0"}, + {file = "cfgv-3.5.0.tar.gz", hash = "sha256:d5b1034354820651caa73ede66a6294d6e95c1b00acc5e9b098e917404669132"}, +] + [[package]] name = "click" version = "8.1.8" description = "Composable command line interface toolkit" -category = "main" optional = false python-versions = ">=3.7" +groups = ["main"] +markers = "python_version == \"3.9\"" files = [ {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"}, {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"}, @@ -72,25 +86,42 @@ files = [ [package.dependencies] colorama = {version = "*", markers = "platform_system == \"Windows\""} +[[package]] +name = "click" +version = "8.3.1" +description = "Composable command line interface toolkit" +optional = false +python-versions = ">=3.10" +groups = ["main"] +markers = "python_version >= \"3.10\"" +files = [ + {file = "click-8.3.1-py3-none-any.whl", hash = "sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6"}, + {file = "click-8.3.1.tar.gz", hash = "sha256:12ff4785d337a1bb490bb7e9c2b1ee5da3112e94a8622f26a6c77f5d2fc6842a"}, +] + +[package.dependencies] +colorama = {version = "*", markers = "platform_system == \"Windows\""} + [[package]] name = "colorama" version = "0.4.6" description = "Cross-platform colored terminal text." -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" +groups = ["main", "dev"] files = [ {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, ] +markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\""} [[package]] name = "distlib" version = "0.4.0" description = "Distribution utilities" -category = "dev" optional = false python-versions = "*" +groups = ["dev"] files = [ {file = "distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16"}, {file = "distlib-0.4.0.tar.gz", hash = "sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d"}, @@ -98,14 +129,15 @@ files = [ [[package]] name = "exceptiongroup" -version = "1.3.0" +version = "1.3.1" description = "Backport of PEP 654 (exception groups)" -category = "main" optional = false python-versions = ">=3.7" +groups = ["main", "dev"] +markers = "python_version < \"3.11\"" files = [ - {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"}, - {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"}, + {file = "exceptiongroup-1.3.1-py3-none-any.whl", hash = "sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598"}, + {file = "exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219"}, ] [package.dependencies] @@ -118,9 +150,9 @@ test = ["pytest (>=6)"] name = "fastapi" version = "0.110.3" description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production" -category = "main" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "fastapi-0.110.3-py3-none-any.whl", hash = "sha256:fd7600612f755e4050beb74001310b5a7e1796d149c2ee363124abdfa0289d32"}, {file = "fastapi-0.110.3.tar.gz", hash = "sha256:555700b0159379e94fdbfc6bb66a0f1c43f4cf7060f25239af3d84b63a656626"}, @@ -138,21 +170,35 @@ all = ["email_validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)" name = "filelock" version = "3.19.1" description = "A platform independent file lock." -category = "dev" optional = false python-versions = ">=3.9" +groups = ["dev"] +markers = "python_version == \"3.9\"" files = [ {file = "filelock-3.19.1-py3-none-any.whl", hash = "sha256:d38e30481def20772f5baf097c122c3babc4fcdb7e14e57049eb9d88c6dc017d"}, {file = "filelock-3.19.1.tar.gz", hash = "sha256:66eda1888b0171c998b35be2bcc0f6d75c388a7ce20c3f3f37aa8e96c2dddf58"}, ] +[[package]] +name = "filelock" +version = "3.20.3" +description = "A platform independent file lock." +optional = false +python-versions = ">=3.10" +groups = ["dev"] +markers = "python_version >= \"3.10\"" +files = [ + {file = "filelock-3.20.3-py3-none-any.whl", hash = "sha256:4b0dda527ee31078689fc205ec4f1c1bf7d56cf88b6dc9426c4f230e46c2dce1"}, + {file = "filelock-3.20.3.tar.gz", hash = "sha256:18c57ee915c7ec61cff0ecf7f0f869936c7c30191bb0cf406f1341778d0834e1"}, +] + [[package]] name = "flamesdk" version = "0.3.1" description = "" -category = "main" optional = false python-versions = "^3.9" +groups = ["main"] files = [] develop = false @@ -164,16 +210,16 @@ uvicorn = "^0.27.1" [package.source] type = "git" url = "https://github.com/PrivateAIM/python-sdk.git" -reference = "canary" -resolved_reference = "0477e5cbd14ea66b738ede9ea26d6bf440c1d7a0" +reference = "0.3.1" +resolved_reference = "cfb31c21cf531201e7b6e11f08b1e4b5db386c25" [[package]] name = "h11" version = "0.16.0" description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" -category = "main" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"}, {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"}, @@ -183,9 +229,9 @@ files = [ name = "httpcore" version = "1.0.9" description = "A minimal low-level HTTP client." -category = "main" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"}, {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"}, @@ -198,16 +244,16 @@ h11 = ">=0.16" [package.extras] asyncio = ["anyio (>=4.0,<5.0)"] http2 = ["h2 (>=3,<5)"] -socks = ["socksio (>=1.0.0,<2.0.0)"] +socks = ["socksio (==1.*)"] trio = ["trio (>=0.22.0,<1.0)"] [[package]] name = "httpx" version = "0.27.2" description = "The next generation HTTP client." -category = "main" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpx-0.27.2-py3-none-any.whl", hash = "sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0"}, {file = "httpx-0.27.2.tar.gz", hash = "sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2"}, @@ -216,24 +262,25 @@ files = [ [package.dependencies] anyio = "*" certifi = "*" -httpcore = ">=1.0.0,<2.0.0" +httpcore = "==1.*" idna = "*" sniffio = "*" [package.extras] -brotli = ["brotli", "brotlicffi"] -cli = ["click (>=8.0.0,<9.0.0)", "pygments (>=2.0.0,<3.0.0)", "rich (>=10,<14)"] +brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""] +cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"] http2 = ["h2 (>=3,<5)"] -socks = ["socksio (>=1.0.0,<2.0.0)"] +socks = ["socksio (==1.*)"] zstd = ["zstandard (>=0.18.0)"] [[package]] name = "identify" version = "2.6.15" description = "File identification library for Python" -category = "dev" optional = false python-versions = ">=3.9" +groups = ["dev"] +markers = "python_version == \"3.9\"" files = [ {file = "identify-2.6.15-py2.py3-none-any.whl", hash = "sha256:1181ef7608e00704db228516541eb83a88a9f94433a8c80bb9b5bd54b1d81757"}, {file = "identify-2.6.15.tar.gz", hash = "sha256:e4f4864b96c6557ef2a1e1c951771838f4edc9df3a72ec7118b338801b11c7bf"}, @@ -242,13 +289,29 @@ files = [ [package.extras] license = ["ukkonen"] +[[package]] +name = "identify" +version = "2.6.16" +description = "File identification library for Python" +optional = false +python-versions = ">=3.10" +groups = ["dev"] +markers = "python_version >= \"3.10\"" +files = [ + {file = "identify-2.6.16-py2.py3-none-any.whl", hash = "sha256:391ee4d77741d994189522896270b787aed8670389bfd60f326d677d64a6dfb0"}, + {file = "identify-2.6.16.tar.gz", hash = "sha256:846857203b5511bbe94d5a352a48ef2359532bc8f6727b5544077a0dcfb24980"}, +] + +[package.extras] +license = ["ukkonen"] + [[package]] name = "idna" version = "3.11" description = "Internationalized Domain Names in Applications (IDNA)" -category = "main" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea"}, {file = "idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902"}, @@ -261,33 +324,47 @@ all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2 name = "iniconfig" version = "2.1.0" description = "brain-dead simple config-ini parsing" -category = "dev" optional = false python-versions = ">=3.8" +groups = ["dev"] +markers = "python_version == \"3.9\"" files = [ {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"}, {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"}, ] +[[package]] +name = "iniconfig" +version = "2.3.0" +description = "brain-dead simple config-ini parsing" +optional = false +python-versions = ">=3.10" +groups = ["dev"] +markers = "python_version >= \"3.10\"" +files = [ + {file = "iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12"}, + {file = "iniconfig-2.3.0.tar.gz", hash = "sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730"}, +] + [[package]] name = "nodeenv" -version = "1.9.1" +version = "1.10.0" description = "Node.js virtual environment builder" -category = "dev" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" +groups = ["dev"] files = [ - {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"}, - {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"}, + {file = "nodeenv-1.10.0-py2.py3-none-any.whl", hash = "sha256:5bb13e3eed2923615535339b3c620e76779af4cb4c6a90deccc9e36b274d3827"}, + {file = "nodeenv-1.10.0.tar.gz", hash = "sha256:996c191ad80897d076bdfba80a41994c2b47c68e224c542b48feba42ba00f8bb"}, ] [[package]] name = "packaging" version = "25.0" description = "Core utilities for Python packages" -category = "dev" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"}, {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"}, @@ -297,9 +374,10 @@ files = [ name = "platformdirs" version = "4.4.0" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`." -category = "dev" optional = false python-versions = ">=3.9" +groups = ["dev"] +markers = "python_version == \"3.9\"" files = [ {file = "platformdirs-4.4.0-py3-none-any.whl", hash = "sha256:abd01743f24e5287cd7a5db3752faf1a2d65353f38ec26d98e25a6db65958c85"}, {file = "platformdirs-4.4.0.tar.gz", hash = "sha256:ca753cf4d81dc309bc67b0ea38fd15dc97bc30ce419a7f58d13eb3bf14c4febf"}, @@ -310,13 +388,31 @@ docs = ["furo 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"87be9c9850de340236210c78c7e4ca3d5b528bd61a5426714b992258ab77e7ee" +content-hash = "e89c01282a61cc81b44df28aada7058145f4bc4afdc672770932db92928bfc99" diff --git a/pyproject.toml b/pyproject.toml index 0e0b09b..fbcb5d4 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,17 +1,15 @@ [tool.poetry] name = "flame" -version = "0.2.4" +version = "0.4.0" description = "" -authors = ["Alexander Röhl ", - "David Hieber "] +authors = ["Alexander Röhl ", "David Hieber "] readme = "README.md" license = "Apache-2.0" packages = [{ include = "flame" }] [tool.poetry.dependencies] python = "^3.9" -#flamesdk = {git = "https://github.com/PrivateAIM/python-sdk.git", tag = "0.2.1"} -flamesdk = {git = "https://github.com/PrivateAIM/python-sdk.git", branch = "canary"} +flamesdk = {git = "https://github.com/PrivateAIM/python-sdk.git", tag = "0.3.1"} [tool.poetry.group.dev.dependencies] pytest = ">=8.3.0" diff --git a/test/test_star_pattern.py b/test/test_star_pattern.py index 3004d97..bb67a23 100644 --- a/test/test_star_pattern.py +++ b/test/test_star_pattern.py @@ -8,7 +8,7 @@ def __init__(self, flame): super().__init__(flame) def analysis_method(self, data, aggregator_results): - self.flame.flame_log(f"aggregator_results in MyAnalyzer: {aggregator_results}", log_type='debug') + self.flame.flame_log(f"\tAggregator results in MyAnalyzer: {aggregator_results}", log_type='debug') analysis_result = sum(data) / len(data) \ if aggregator_results is None \ else (sum(data) / len(data) + aggregator_results) + 1 / 2 @@ -21,15 +21,14 @@ def __init__(self, flame): super().__init__(flame) def aggregation_method(self, analysis_results: list[Any]) -> Any: - self.flame.flame_log(f"analysis_results in MyAggregator: {analysis_results}", log_type='notice') + self.flame.flame_log(f"\tAnalysis results in MyAggregator: {analysis_results}", log_type='notice') result = sum(analysis_results) / len(analysis_results) self.flame.flame_log(f"MyAggregator result ({self.id}): {result}", log_type='notice') return result def has_converged(self, result: Any, last_result: Optional[Any]) -> bool: - #return math.fabs(result - last_result) < 0.01 - self.flame.flame_log(f"Last result: {last_result}, Current result: {result}", log_type="notice") - self.flame.flame_log(f"Checking convergence at iteration {self.num_iterations}", log_type="notice") + self.flame.flame_log(f"\tLast result: {last_result}, Current result: {result}", log_type="notice") + self.flame.flame_log(f"\tChecking convergence at iteration {self.num_iterations}", log_type="notice") return self.num_iterations >= 5 # Limit to 5 iterations for testing