From 810cd4c8f77bc1bcfc2577d9b7ea13d65967b997 Mon Sep 17 00:00:00 2001
From: Mikko Ohtamaa <mikko@redinnovation.com>
Date: Tue, 21 Jan 2025 14:46:06 +0100
Subject: [PATCH] Alpha model frozen position check (#1142)

- Add frozen position check inside `generate_rebalance_trades_and_triggers` so we do not try to trade on a frozen position (increase/decrease)
-
---
 deps/trading-strategy                         |   2 +-
 deps/web3-ethereum-defi                       |   2 +-
 poetry.lock                                   | 994 ++++++++++++------
 pyproject.toml                                |   2 +-
 tests/backtest/test_backtest_credit_flow.py   |   2 +-
 .../test_enzyme_credit_position.py            |   1 +
 tradeexecutor/analysis/pair.py                |   7 +-
 tradeexecutor/backtest/grid_search.py         |   9 +-
 tradeexecutor/backtest/optimiser.py           |   8 +
 tradeexecutor/cli/commands/start.py           |   2 +
 tradeexecutor/strategy/alpha_model.py         |   6 +
 11 files changed, 682 insertions(+), 353 deletions(-)

diff --git a/deps/trading-strategy b/deps/trading-strategy
index 2fbc083c6..b4f7cca19 160000
--- a/deps/trading-strategy
+++ b/deps/trading-strategy
@@ -1 +1 @@
-Subproject commit 2fbc083c690b2a78768b01ed488021c4ef378d51
+Subproject commit b4f7cca1939871192405efd0f678410de525395d
diff --git a/deps/web3-ethereum-defi b/deps/web3-ethereum-defi
index 8202aa821..c39754c0b 160000
--- a/deps/web3-ethereum-defi
+++ b/deps/web3-ethereum-defi
@@ -1 +1 @@
-Subproject commit 8202aa821b49dd6d86e7efc2f59dd817bb38c608
+Subproject commit c39754c0bef2c2c10d64116d541e08314cc05f81
diff --git a/poetry.lock b/poetry.lock
index ba2e400e8..7946f4134 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -135,13 +135,13 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.7.0"
+version = "4.8.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "anyio-4.7.0-py3-none-any.whl", hash = "sha256:ea60c3723ab42ba6fff7e8ccb0488c898ec538ff4df1f1d5e642c3601d07e352"},
-    {file = "anyio-4.7.0.tar.gz", hash = "sha256:2f834749c602966b7d456a7567cafcb309f96482b5081d14ac93ccd457f9dd48"},
+    {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"},
+    {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
 ]
 
 [package.dependencies]
@@ -151,7 +151,7 @@ typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
 doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
+test = ["anyio[trio]", "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]]
@@ -517,6 +517,7 @@ files = [
 ]
 
 [package.dependencies]
+tinycss2 = {version = ">=1.1.0,<1.5", optional = true, markers = "extra == \"css\""}
 webencodings = "*"
 
 [package.extras]
@@ -847,7 +848,7 @@ files = [
 name = "click"
 version = "8.1.8"
 description = "Composable command line interface toolkit"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
@@ -859,13 +860,13 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "cloudpickle"
-version = "3.1.0"
+version = "3.1.1"
 description = "Pickler class to extend the standard pickle.Pickler functionality"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "cloudpickle-3.1.0-py3-none-any.whl", hash = "sha256:fe11acda67f61aaaec473e3afe030feb131d78a43461b718185363384f1ba12e"},
-    {file = "cloudpickle-3.1.0.tar.gz", hash = "sha256:81a929b6e3c7335c863c771d673d105f02efdb89dfaba0c90495d1c64796601b"},
+    {file = "cloudpickle-3.1.1-py3-none-any.whl", hash = "sha256:c8c5a44295039331ee9dad40ba100a9c7297b6f988e50e87ccdf3765a668350e"},
+    {file = "cloudpickle-3.1.1.tar.gz", hash = "sha256:b216fa8ae4019d5482a8ac3c95d8f6346115d8835911fd4aefd1a445e4242c64"},
 ]
 
 [[package]]
@@ -986,6 +987,55 @@ mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.11.1)", "types-Pil
 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
 test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "wurlitzer"]
 
+[[package]]
+name = "cryptography"
+version = "44.0.0"
+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+optional = false
+python-versions = "!=3.9.0,!=3.9.1,>=3.7"
+files = [
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+    {file = "cryptography-44.0.0-pp310-pypy310_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:be4ce505894d15d5c5037167ffb7f0ae90b7be6f2a98f9a5c3442395501c32fa"},
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+    {file = "cryptography-44.0.0.tar.gz", hash = "sha256:cd4e834f340b4293430701e772ec543b0fbe6c2dea510a5286fe0acabe153a02"},
+]
+
+[package.dependencies]
+cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
+
+[package.extras]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0)"]
+docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
+nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2)"]
+pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+sdist = ["build (>=1.0.0)"]
+ssh = ["bcrypt (>=3.1.5)"]
+test = ["certifi (>=2024)", "cryptography-vectors (==44.0.0)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
+test-randomorder = ["pytest-randomly"]
+
 [[package]]
 name = "cycler"
 version = "0.12.1"
@@ -1150,37 +1200,37 @@ pyarrow = ">=3.0.0"
 
 [[package]]
 name = "debugpy"
-version = "1.8.11"
+version = "1.8.12"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -1222,15 +1272,34 @@ requests = ">=2.28.1,<3.0.0"
 [package.extras]
 async = ["httpx (>=0.23.0,<0.24.0)"]
 
+[[package]]
+name = "ecdsa"
+version = "0.19.0"
+description = "ECDSA cryptographic signature library (pure python)"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.6"
+files = [
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+    {file = "ecdsa-0.19.0.tar.gz", hash = "sha256:60eaad1199659900dd0af521ed462b793bbdf867432b3948e87416ae4caf6bf8"},
+]
+
+[package.dependencies]
+gmpy2 = {version = "*", optional = true, markers = "extra == \"gmpy2\""}
+six = ">=1.9.0"
+
+[package.extras]
+gmpy = ["gmpy"]
+gmpy2 = ["gmpy2"]
+
 [[package]]
 name = "eth-abi"
-version = "5.1.0"
+version = "5.2.0"
 description = "eth_abi: Python utilities for working with Ethereum ABI definitions, especially encoding and decoding"
 optional = false
 python-versions = "<4,>=3.8"
 files = [
-    {file = "eth_abi-5.1.0-py3-none-any.whl", hash = "sha256:84cac2626a7db8b7d9ebe62b0fdca676ab1014cc7f777189e3c0cd721a4c16d8"},
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+    {file = "eth_abi-5.2.0-py3-none-any.whl", hash = "sha256:17abe47560ad753f18054f5b3089fcb588f3e3a092136a416b6c1502cb7e8877"},
+    {file = "eth_abi-5.2.0.tar.gz", hash = "sha256:178703fa98c07d8eecd5ae569e7e8d159e493ebb6eeb534a8fe973fbc4e40ef0"},
 ]
 
 [package.dependencies]
@@ -1239,10 +1308,10 @@ eth-utils = ">=2.0.0"
 parsimonious = ">=0.10.0,<0.11.0"
 
 [package.extras]
-dev = ["build (>=0.9.0)", "bumpversion (>=0.5.3)", "eth-hash[pycryptodome]", "hypothesis (>=4.18.2,<5.0.0)", "ipython", "pre-commit (>=3.4.0)", "pytest (>=7.0.0)", "pytest-pythonpath (>=0.7.1)", "pytest-timeout (>=2.0.0)", "pytest-xdist (>=2.4.0)", "sphinx (>=6.0.0)", "sphinx-rtd-theme (>=1.0.0)", "towncrier (>=21,<22)", "tox (>=4.0.0)", "twine", "wheel"]
-docs = ["sphinx (>=6.0.0)", "sphinx-rtd-theme (>=1.0.0)", "towncrier (>=21,<22)"]
-test = ["eth-hash[pycryptodome]", "hypothesis (>=4.18.2,<5.0.0)", "pytest (>=7.0.0)", "pytest-pythonpath (>=0.7.1)", "pytest-timeout (>=2.0.0)", "pytest-xdist (>=2.4.0)"]
-tools = ["hypothesis (>=4.18.2,<5.0.0)"]
+dev = ["build (>=0.9.0)", "bump_my_version (>=0.19.0)", "eth-hash[pycryptodome]", "hypothesis (>=6.22.0,<6.108.7)", "ipython", "mypy (==1.10.0)", "pre-commit (>=3.4.0)", "pytest (>=7.0.0)", "pytest-pythonpath (>=0.7.1)", "pytest-timeout (>=2.0.0)", "pytest-xdist (>=2.4.0)", "sphinx (>=6.0.0)", "sphinx-autobuild (>=2021.3.14)", "sphinx_rtd_theme (>=1.0.0)", "towncrier (>=24,<25)", "tox (>=4.0.0)", "twine", "wheel"]
+docs = ["sphinx (>=6.0.0)", "sphinx-autobuild (>=2021.3.14)", "sphinx_rtd_theme (>=1.0.0)", "towncrier (>=24,<25)"]
+test = ["eth-hash[pycryptodome]", "hypothesis (>=6.22.0,<6.108.7)", "pytest (>=7.0.0)", "pytest-pythonpath (>=0.7.1)", "pytest-timeout (>=2.0.0)", "pytest-xdist (>=2.4.0)"]
+tools = ["hypothesis (>=6.22.0,<6.108.7)"]
 
 [[package]]
 name = "eth-account"
@@ -1293,13 +1362,13 @@ test = ["hypothesis (>=3.31.2)", "pytest (>=6.2.5)", "tox (>=2.6.0)"]
 
 [[package]]
 name = "eth-hash"
-version = "0.7.0"
+version = "0.7.1"
 description = "eth-hash: The Ethereum hashing function, keccak256, sometimes (erroneously) called sha3"
 optional = false
-python-versions = ">=3.8, <4"
+python-versions = "<4,>=3.8"
 files = [
-    {file = "eth-hash-0.7.0.tar.gz", hash = "sha256:bacdc705bfd85dadd055ecd35fd1b4f846b671add101427e089a4ca2e8db310a"},
-    {file = "eth_hash-0.7.0-py3-none-any.whl", hash = "sha256:b8d5a230a2b251f4a291e3164a23a14057c4a6de4b0aa4a16fa4dc9161b57e2f"},
+    {file = "eth_hash-0.7.1-py3-none-any.whl", hash = "sha256:0fb1add2adf99ef28883fd6228eb447ef519ea72933535ad1a0b28c6f65f868a"},
+    {file = "eth_hash-0.7.1.tar.gz", hash = "sha256:d2411a403a0b0a62e8247b4117932d900ffb4c8c64b15f92620547ca5ce46be5"},
 ]
 
 [package.dependencies]
@@ -1307,8 +1376,8 @@ pycryptodome = {version = ">=3.6.6,<4", optional = true, markers = "extra == \"p
 safe-pysha3 = {version = ">=1.0.0", optional = true, markers = "python_version >= \"3.9\" and extra == \"pysha3\""}
 
 [package.extras]
-dev = ["build (>=0.9.0)", "bumpversion (>=0.5.3)", "ipython", "pre-commit (>=3.4.0)", "pytest (>=7.0.0)", "pytest-xdist (>=2.4.0)", "sphinx (>=6.0.0)", "sphinx-rtd-theme (>=1.0.0)", "towncrier (>=21,<22)", "tox (>=4.0.0)", "twine", "wheel"]
-docs = ["sphinx (>=6.0.0)", "sphinx-rtd-theme (>=1.0.0)", "towncrier (>=21,<22)"]
+dev = ["build (>=0.9.0)", "bump_my_version (>=0.19.0)", "ipython", "mypy (==1.10.0)", "pre-commit (>=3.4.0)", "pytest (>=7.0.0)", "pytest-xdist (>=2.4.0)", "sphinx (>=6.0.0)", "sphinx-autobuild (>=2021.3.14)", "sphinx_rtd_theme (>=1.0.0)", "towncrier (>=24,<25)", "tox (>=4.0.0)", "twine", "wheel"]
+docs = ["sphinx (>=6.0.0)", "sphinx-autobuild (>=2021.3.14)", "sphinx_rtd_theme (>=1.0.0)", "towncrier (>=24,<25)"]
 pycryptodome = ["pycryptodome (>=3.6.6,<4)"]
 pysha3 = ["pysha3 (>=1.0.0,<2.0.0)", "safe-pysha3 (>=1.0.0)"]
 test = ["pytest (>=7.0.0)", "pytest-xdist (>=2.4.0)"]
@@ -1900,11 +1969,73 @@ requests = "*"
 crc = ["crcmod"]
 gcsfuse = ["fusepy"]
 
+[[package]]
+name = "gmpy2"
+version = "2.2.1"
+description = "gmpy2 interface to GMP, MPFR, and MPC for Python 3.7+"
+optional = false
+python-versions = ">=3.7"
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+    {file = "gmpy2-2.2.1.tar.gz", hash = "sha256:e83e07567441b78cb87544910cb3cc4fe94e7da987e93ef7622e76fb96650432"},
+]
+
+[package.extras]
+docs = ["sphinx (>=4)", "sphinx-rtd-theme (>=1)"]
+tests = ["cython", "hypothesis", "mpmath", "pytest", "setuptools"]
+
 [[package]]
 name = "google-api-core"
 version = "2.24.0"
 description = "Google API client core library"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
     {file = "google_api_core-2.24.0-py3-none-any.whl", hash = "sha256:10d82ac0fca69c82a25b3efdeefccf6f28e02ebb97925a8cce8edbfe379929d9"},
@@ -1914,6 +2045,8 @@ files = [
 [package.dependencies]
 google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
+grpcio = {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}
+grpcio-status = {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}
 proto-plus = ">=1.22.3,<2.0.0dev"
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
 requests = ">=2.18.0,<3.0.0.dev0"
@@ -1928,7 +2061,7 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 name = "google-auth"
 version = "2.37.0"
 description = "Google Authentication Library"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
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@@ -1984,6 +2117,24 @@ google-auth = ">=1.25.0,<3.0dev"
 [package.extras]
 grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
+[[package]]
+name = "google-cloud-kms"
+version = "3.2.2"
+description = "Google Cloud Kms API client library"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
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+google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
+grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev"
+proto-plus = ">=1.22.3,<2.0.0dev"
+protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"
+
 [[package]]
 name = "google-cloud-storage"
 version = "2.19.0"
@@ -2068,7 +2219,7 @@ requests = ["requests (>=2.18.0,<3.0.0dev)"]
 name = "googleapis-common-protos"
 version = "1.66.0"
 description = "Common protobufs used in Google APIs"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
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@@ -2076,6 +2227,7 @@ files = [
 ]
 
 [package.dependencies]
+grpcio = {version = ">=1.44.0,<2.0.0.dev0", optional = true, markers = "extra == \"grpc\""}
 protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
 
 [package.extras]
@@ -2122,6 +2274,105 @@ files = [
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 ]
 
+[[package]]
+name = "grpc-google-iam-v1"
+version = "0.14.0"
+description = "IAM API client library"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
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+grpcio = ">=1.44.0,<2.0.0dev"
+protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"
+
+[[package]]
+name = "grpcio"
+version = "1.69.0"
+description = "HTTP/2-based RPC framework"
+optional = false
+python-versions = ">=3.8"
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+[package.extras]
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+
+[[package]]
+name = "grpcio-status"
+version = "1.69.0"
+description = "Status proto mapping for gRPC"
+optional = false
+python-versions = ">=3.8"
+files = [
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+grpcio = ">=1.69.0"
+protobuf = ">=5.26.1,<6.0dev"
+
 [[package]]
 name = "h11"
 version = "0.14.0"
@@ -2535,13 +2786,13 @@ requests = ">=2.31.0,<3.0.0"
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2023.12.1"
+version = "2024.10.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -3208,7 +3459,7 @@ source = ["Cython (>=3.0.11)"]
 name = "markdown-it-py"
 version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
     {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
@@ -3300,13 +3551,13 @@ files = [
 
 [[package]]
 name = "marshmallow"
-version = "3.23.2"
+version = "3.25.1"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
 python-versions = ">=3.9"
 files = [
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-    {file = "marshmallow-3.23.2.tar.gz", hash = "sha256:c448ac6455ca4d794773f00bae22c2f351d62d739929f761dce5eacb5c468d7f"},
+    {file = "marshmallow-3.25.1-py3-none-any.whl", hash = "sha256:ec5d00d873ce473b7f2ffcb7104286a376c354cab0c2fa12f5573dab03e87210"},
+    {file = "marshmallow-3.25.1.tar.gz", hash = "sha256:f4debda3bb11153d81ac34b0d582bf23053055ee11e791b54b4b35493468040a"},
 ]
 
 [package.dependencies]
@@ -3314,7 +3565,7 @@ packaging = ">=17.0"
 
 [package.extras]
 dev = ["marshmallow[tests]", "pre-commit (>=3.5,<5.0)", "tox"]
-docs = ["alabaster (==1.0.0)", "autodocsumm (==0.2.14)", "sphinx (==8.1.3)", "sphinx-issues (==5.0.0)", "sphinx-version-warning (==1.1.2)"]
+docs = ["autodocsumm (==0.2.14)", "furo (==2024.8.6)", "sphinx (==8.1.3)", "sphinx-copybutton (==0.5.2)", "sphinx-issues (==5.0.0)", "sphinxext-opengraph (==0.9.1)"]
 tests = ["pytest", "simplejson"]
 
 [[package]]
@@ -3392,7 +3643,7 @@ traitlets = "*"
 name = "mdurl"
 version = "0.1.2"
 description = "Markdown URL utilities"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
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@@ -3412,13 +3663,13 @@ files = [
 
 [[package]]
 name = "more-itertools"
-version = "10.5.0"
+version = "10.6.0"
 description = "More routines for operating on iterables, beyond itertools"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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-    {file = "more_itertools-10.5.0-py3-none-any.whl", hash = "sha256:037b0d3203ce90cca8ab1defbbdac29d5f993fc20131f3664dc8d6acfa872aef"},
+    {file = "more-itertools-10.6.0.tar.gz", hash = "sha256:2cd7fad1009c31cc9fb6a035108509e6547547a7a738374f10bd49a09eb3ee3b"},
+    {file = "more_itertools-10.6.0-py3-none-any.whl", hash = "sha256:6eb054cb4b6db1473f6e15fcc676a08e4732548acd47c708f0e179c2c7c01e89"},
 ]
 
 [[package]]
@@ -3636,18 +3887,18 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=
 
 [[package]]
 name = "nbconvert"
-version = "7.16.4"
+version = "7.16.5"
 description = "Converting Jupyter Notebooks (.ipynb files) to other formats.  Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script.  nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`)."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "nbconvert-7.16.5-py3-none-any.whl", hash = "sha256:e12eac052d6fd03040af4166c563d76e7aeead2e9aadf5356db552a1784bd547"},
+    {file = "nbconvert-7.16.5.tar.gz", hash = "sha256:c83467bb5777fdfaac5ebbb8e864f300b277f68692ecc04d6dab72f2d8442344"},
 ]
 
 [package.dependencies]
 beautifulsoup4 = "*"
-bleach = "!=5.0.0"
+bleach = {version = "!=5.0.0", extras = ["css"]}
 defusedxml = "*"
 jinja2 = ">=3.0"
 jupyter-core = ">=4.7"
@@ -3659,7 +3910,6 @@ nbformat = ">=5.7"
 packaging = "*"
 pandocfilters = ">=1.4.1"
 pygments = ">=2.4.1"
-tinycss2 = "*"
 traitlets = ">=5.1"
 
 [package.extras]
@@ -3836,18 +4086,18 @@ starlette = ["aioitertools (>=0.11.0,<0.12.0)", "starlette (>=0.26.1,<0.38.0)"]
 
 [[package]]
 name = "openapi-schema-validator"
-version = "0.6.2"
+version = "0.6.3"
 description = "OpenAPI schema validation for Python"
 optional = false
-python-versions = ">=3.8.0,<4.0.0"
+python-versions = "<4.0.0,>=3.8.0"
 files = [
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+    {file = "openapi_schema_validator-0.6.3-py3-none-any.whl", hash = "sha256:f3b9870f4e556b5a62a1c39da72a6b4b16f3ad9c73dc80084b1b11e74ba148a3"},
+    {file = "openapi_schema_validator-0.6.3.tar.gz", hash = "sha256:f37bace4fc2a5d96692f4f8b31dc0f8d7400fd04f3a937798eaf880d425de6ee"},
 ]
 
 [package.dependencies]
 jsonschema = ">=4.19.1,<5.0.0"
-jsonschema-specifications = ">=2023.5.2,<2024.0.0"
+jsonschema-specifications = ">=2023.5.2"
 rfc3339-validator = "*"
 
 [[package]]
@@ -3869,86 +4119,90 @@ openapi-schema-validator = ">=0.6.0,<0.7.0"
 
 [[package]]
 name = "orjson"
-version = "3.10.13"
+version = "3.10.15"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -4144,13 +4398,13 @@ testing = ["Paste", "pytest", "pytest-cov"]
 
 [[package]]
 name = "pathable"
-version = "0.4.3"
+version = "0.4.4"
 description = "Object-oriented paths"
 optional = false
-python-versions = ">=3.7.0,<4.0.0"
+python-versions = "<4.0.0,>=3.7.0"
 files = [
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 ]
 
 [[package]]
@@ -4377,13 +4631,13 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.48"
+version = "3.0.50"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -4484,7 +4738,7 @@ files = [
 name = "proto-plus"
 version = "1.25.0"
 description = "Beautiful, Pythonic protocol buffers."
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
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@@ -4499,22 +4753,22 @@ testing = ["google-api-core (>=1.31.5)"]
 
 [[package]]
 name = "protobuf"
-version = "5.29.2"
+version = "5.29.3"
 description = ""
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -4627,13 +4881,13 @@ test = ["factory-boy (==2.11.1)", "hypothesis (>=5,<6)", "importlib-metadata (<5
 
 [[package]]
 name = "py-geth"
-version = "5.1.0"
+version = "5.2.0"
 description = "py-geth: Run Go-Ethereum as a subprocess"
 optional = false
 python-versions = "<4,>=3.8"
 files = [
-    {file = "py_geth-5.1.0-py3-none-any.whl", hash = "sha256:f6fbcf5c96e80b31b46038853ffcec9d18e8ce91c7544d5dac178e5214fdaf86"},
-    {file = "py_geth-5.1.0.tar.gz", hash = "sha256:f22fcfa679b061fb61739aa854b9b31f62ca5d0fde62b0901d415750bbca5c4f"},
+    {file = "py_geth-5.2.0-py3-none-any.whl", hash = "sha256:d317dcc9dd1e045027cbb1098f8af6e1ef2e07b267758467a818e5e808bbeb49"},
+    {file = "py_geth-5.2.0.tar.gz", hash = "sha256:b8c82f05506edec5cc44665b2023ae2e60b03a05be83c268b41a9ffff1203eba"},
 ]
 
 [package.dependencies]
@@ -4644,8 +4898,8 @@ types-requests = ">=2.0.0"
 typing-extensions = ">=4.0.1"
 
 [package.extras]
-dev = ["build (>=0.9.0)", "bumpversion (>=0.5.3)", "flaky (>=3.2.0)", "ipython", "mypy (==1.10.0)", "pre-commit (>=3.4.0)", "pytest (>=7.0.0)", "pytest-xdist (>=2.4.0)", "towncrier (>=21,<22)", "tox (>=4.0.0)", "twine", "wheel"]
-docs = ["towncrier (>=21,<22)"]
+dev = ["build (>=0.9.0)", "bump_my_version (>=0.19.0)", "flaky (>=3.2.0)", "ipython", "mypy (==1.10.0)", "pre-commit (>=3.4.0)", "pytest (>=7.0.0)", "pytest-xdist (>=2.4.0)", "towncrier (>=24,<25)", "tox (>=4.0.0)", "twine", "wheel"]
+docs = ["towncrier (>=24,<25)"]
 test = ["flaky (>=3.2.0)", "pytest (>=7.0.0)", "pytest-xdist (>=2.4.0)"]
 
 [[package]]
@@ -4720,7 +4974,7 @@ test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
 name = "pyasn1"
 version = "0.6.1"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
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@@ -4731,7 +4985,7 @@ files = [
 name = "pyasn1-modules"
 version = "0.4.1"
 description = "A collection of ASN.1-based protocols modules"
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
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@@ -4795,13 +5049,13 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.10.4"
+version = "2.10.5"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "pydantic-2.10.4.tar.gz", hash = "sha256:82f12e9723da6de4fe2ba888b5971157b3be7ad914267dea8f05f82b28254f06"},
+    {file = "pydantic-2.10.5-py3-none-any.whl", hash = "sha256:4dd4e322dbe55472cb7ca7e73f4b63574eecccf2835ffa2af9021ce113c83c53"},
+    {file = "pydantic-2.10.5.tar.gz", hash = "sha256:278b38dbbaec562011d659ee05f63346951b3a248a6f3642e1bc68894ea2b4ff"},
 ]
 
 [package.dependencies]
@@ -4925,6 +5179,26 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
+[[package]]
+name = "pydantic-settings"
+version = "2.7.1"
+description = "Settings management using Pydantic"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+pydantic = ">=2.7.0"
+python-dotenv = ">=0.21.0"
+
+[package.extras]
+azure-key-vault = ["azure-identity (>=1.16.0)", "azure-keyvault-secrets (>=4.8.0)"]
+toml = ["tomli (>=2.0.1)"]
+yaml = ["pyyaml (>=6.0.1)"]
+
 [[package]]
 name = "pyethash"
 version = "0.1.27"
@@ -4937,13 +5211,13 @@ files = [
 
 [[package]]
 name = "pygments"
-version = "2.18.0"
+version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -5121,7 +5395,7 @@ six = ">=1.5"
 name = "python-dotenv"
 version = "0.21.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
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@@ -5640,7 +5914,7 @@ files = [
 name = "rich"
 version = "13.9.4"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
-optional = true
+optional = false
 python-versions = ">=3.8.0"
 files = [
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@@ -5791,7 +6065,7 @@ files = [
 name = "rsa"
 version = "4.9"
 description = "Pure-Python RSA implementation"
-optional = true
+optional = false
 python-versions = ">=3.6,<4"
 files = [
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@@ -5834,41 +6108,41 @@ files = [
 
 [[package]]
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-version = "1.6.0"
+version = "1.6.1"
 description = "A set of python modules for machine learning and data mining"
 optional = false
 python-versions = ">=3.9"
 files = [
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+doc = ["intersphinx_registry", "jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.16.5)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0,<8.0.0)", "sphinx-copybutton", "sphinx-design (>=0.4.0)"]
+test = ["Cython", "array-api-strict (>=2.0,<2.1.1)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "seaborn"
@@ -6031,7 +6312,7 @@ testing = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metad
 name = "shellingham"
 version = "1.5.4"
 description = "Tool to Detect Surrounding Shell"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
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@@ -6446,7 +6727,7 @@ test = ["hypothesis (>=6.56.4,<7)", "pycryptodome", "pytest (>=7.0.0)", "pytest-
 name = "typer"
 version = "0.12.5"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
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@@ -6750,25 +7031,27 @@ evm-trace = "^0.1.0a17"
 futureproof = "^0.3.1"
 gql = {version = "^3.3.0", extras = ["requests"], optional = true}
 jupyter = {version = "^1.0.0", optional = true}
-matplotlib = {version = "^3.5.2", optional = true}
+matplotlib = {version = ">=3.5", optional = true}
 multicall = "^0.9.0"
 numpy = {version = "<2", optional = true}
-pandas = {version = ">=1.5", optional = true}
+pandas = {version = ">=1.4", optional = true}
 plotly = {version = "^5.8.2", optional = true}
 psutil = "^5.9.0"
 pyarrow = {version = "*", optional = true}
 pytest-xdist = {version = "^3.3.1", optional = true}
+pytz = "^2024.2"
 safe-eth-py = "6.0.0b42"
-setuptools = ">=64.0.2,<=70"
+setuptools = ">=63,<=70"
 sigfig = "^1.3.2"
 tqdm = {version = ">=4.66.1", optional = true}
 tqdm-loggable = ">=0.1.3"
 ujson = ">=5.8.0"
 urllib3 = ">=2"
 web3 = {version = "6.14.0", extras = ["tester"]}
+web3-google-hsm = "^0.1.0"
 
 [package.extras]
-data = ["gql[requests] (>=3.3.0,<4.0.0)", "jupyter (>=1.0.0,<2.0.0)", "matplotlib (>=3.5.2,<4.0.0)", "numpy (<2)", "pandas (>=1.5)", "plotly (>=5.8.2,<6.0.0)", "pyarrow", "tqdm (>=4.66.1)"]
+data = ["gql[requests] (>=3.3.0,<4.0.0)", "jupyter (>=1.0.0,<2.0.0)", "matplotlib (>=3.5)", "numpy (<2)", "pandas (>=1.4)", "plotly (>=5.8.2,<6.0.0)", "pyarrow", "tqdm (>=4.66.1)"]
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 test = ["pytest-xdist (>=3.3.1,<4.0.0)"]
 
@@ -6776,6 +7059,31 @@ test = ["pytest-xdist (>=3.3.1,<4.0.0)"]
 type = "directory"
 url = "deps/web3-ethereum-defi"
 
+[[package]]
+name = "web3-google-hsm"
+version = "0.1.0"
+description = "Cloud HSM to sign Web3.py Ethereum transactions"
+optional = false
+python-versions = ">=3.10"
+files = [
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+]
+
+[package.dependencies]
+cryptography = "*"
+ecdsa = {version = "*", extras = ["gmpy2"]}
+eth-account = "*"
+eth-keys = "*"
+eth-utils = "*"
+google-cloud-kms = "*"
+pydantic = "*"
+pydantic-settings = "*"
+typer = "*"
+
+[package.extras]
+dev = ["ipython", "python-dotenv", "web3"]
+
 [[package]]
 name = "webcolors"
 version = "24.11.1"
@@ -6831,80 +7139,80 @@ test = ["websockets"]
 
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 name = "websockets"
-version = "14.1"
+version = "14.2"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
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 ]
 
 [[package]]
@@ -7053,13 +7361,13 @@ propcache = ">=0.2.0"
 
 [[package]]
 name = "yfinance"
-version = "0.2.51"
+version = "0.2.52"
 description = "Download market data from Yahoo! Finance API"
 optional = false
 python-versions = "*"
 files = [
-    {file = "yfinance-0.2.51-py2.py3-none-any.whl", hash = "sha256:d5cc7a970bb4bb43e4deee853514cbaa3c2b070a0dee6b2861c1ab5076f21dc1"},
-    {file = "yfinance-0.2.51.tar.gz", hash = "sha256:7902cc9b23699a51efa50f1cc7a965220a56beccc00d189f929b4c7c5c189a60"},
+    {file = "yfinance-0.2.52-py2.py3-none-any.whl", hash = "sha256:3ca150da85f56b999687e13b72304338499a417d5bad6af9da2aa13821992bd7"},
+    {file = "yfinance-0.2.52.tar.gz", hash = "sha256:d2c2ed9bc935596934cba99fca0f05beaa8384648f78105c77754e92f11bf72f"},
 ]
 
 [package.dependencies]
@@ -7101,13 +7409,13 @@ tqdm = ">=4.66.2"
 
 [[package]]
 name = "zope-deprecation"
-version = "5.0"
+version = "5.1"
 description = "Zope Deprecation Infrastructure"
 optional = false
-python-versions = ">= 3.7"
+python-versions = ">=3.9"
 files = [
-    {file = "zope.deprecation-5.0-py3-none-any.whl", hash = "sha256:28c2ee983812efb4676d33c7a8c6ade0df191c1c6d652bbbfe6e2eeee067b2d4"},
-    {file = "zope.deprecation-5.0.tar.gz", hash = "sha256:b7c32d3392036b2145c40b3103e7322db68662ab09b7267afe1532a9d93f640f"},
+    {file = "zope.deprecation-5.1-py3-none-any.whl", hash = "sha256:60f957b964d8f947a4a592c647d51ce0f4f844d1f041657956ddde0d9fa9a76a"},
+    {file = "zope_deprecation-5.1.tar.gz", hash = "sha256:46bed4611fb53edc731aadeb64b28308bcb848f4cc150c60c948d078f7108721"},
 ]
 
 [package.dependencies]
@@ -7293,4 +7601,4 @@ web-server = ["WebTest", "openapi-core", "pyramid", "pyramid-openapi3", "waitres
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.11,<=3.12"
-content-hash = "de34da19dc553c4e08c6dfa73711e4d7871e274a205a89fa3aed748ae166efe6"
+content-hash = "c20e5a65fa8a4b18e19f996bf73fadd006a82a03adb5c838a7d72b0767f5d27d"
diff --git a/pyproject.toml b/pyproject.toml
index c9616e9e5..675f8119e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,7 +19,7 @@ python = ">=3.11,<=3.12"
 trading-strategy = {path = "deps/trading-strategy", develop = true}
 # trading-strategy = "^0.22.6"
 requests = "^2.27.1"
-matplotlib = "^3.6.0"
+matplotlib = ">=3.5"
 jupyterlab = "^4.0.7"
 pandas = "<3"
 pandas-ta = "^0.3.14b"  # Unmaintained, still stick to old Pandas
diff --git a/tests/backtest/test_backtest_credit_flow.py b/tests/backtest/test_backtest_credit_flow.py
index fb1b474d0..44d8de8ac 100644
--- a/tests/backtest/test_backtest_credit_flow.py
+++ b/tests/backtest/test_backtest_credit_flow.py
@@ -200,7 +200,7 @@ def test_backtest_credit_flow(
     credit_positions = [p for p in portfolio.get_all_positions() if p.is_credit_supply()]
     assert len(credit_positions) == 10
     total_interest_gained = sum(p.get_total_profit_usd() for p in credit_positions)
-    assert total_interest_gained == pytest.approx(76.8234503286251)
+    assert total_interest_gained == pytest.approx(76.8234503286251, rel=0.01)
 
     interest_metrics = calculate_credit_metrics(state)
     assert isinstance(interest_metrics, pd.DataFrame)
diff --git a/tests/mainnet_fork/test_enzyme_credit_position.py b/tests/mainnet_fork/test_enzyme_credit_position.py
index 0f831de4f..c1aa6e371 100644
--- a/tests/mainnet_fork/test_enzyme_credit_position.py
+++ b/tests/mainnet_fork/test_enzyme_credit_position.py
@@ -187,6 +187,7 @@ def environment(
         "PATH": os.environ["PATH"],  # Needs forge
         "ONE_DELTA": "true",
         "MAX_CYCLES": "3",  # Run decide_trades() 2 times
+        "MAX_DATA_DELAY_MINUTES": "36000",
     }
     return environment
 
diff --git a/tradeexecutor/analysis/pair.py b/tradeexecutor/analysis/pair.py
index 0709e60fc..6635c1d06 100644
--- a/tradeexecutor/analysis/pair.py
+++ b/tradeexecutor/analysis/pair.py
@@ -91,14 +91,17 @@ def display_strategy_universe(
 
         if show_price:
             try:
-                data["price"], data["price_at"] = strategy_universe.data_universe.candles.get_price_with_tolerance(
+                data["price"], data["last_price_at"] = strategy_universe.data_universe.candles.get_price_with_tolerance(
                     pair=pair.internal_id,
                     when=candle_now,
                     tolerance=tolerance,
                 )
+                candles = strategy_universe.data_universe.candles.get_candles_by_pair(pair.internal_id)
+                data["first_price_at"] = candles.index[0]
             except CandleSampleUnavailable:
                 data["price"] = "<not avail>"
-                data["price_at"] = "-"
+                data["first_price_at"] = "-"
+                data["last_price_at"] = "-"
 
         if show_volume:
             try:
diff --git a/tradeexecutor/backtest/grid_search.py b/tradeexecutor/backtest/grid_search.py
index 282a042ff..31955d9fb 100644
--- a/tradeexecutor/backtest/grid_search.py
+++ b/tradeexecutor/backtest/grid_search.py
@@ -451,10 +451,11 @@ def __eq__(self, other):
         return self.combination == other.combination
 
     def __repr__(self) -> str:
-        cagr = self.get_cagr()
-        sharpe = self.get_sharpe()
-        max_drawdown = self.get_max_drawdown()
-        return f"<GridSearchResult\n  {self.combination.get_all_parameters_label()}\n  CAGR: {cagr*100:.2f}% Sharpe: {sharpe:.2f} Max drawdown:{max_drawdown*100:.2f}%\n>"
+        cagr = self.get_cagr() or 0
+        sharpe = self.get_sharpe() or 0
+        sortino = self.get_sortino() or 0
+        max_drawdown = self.get_max_drawdown() or 0
+        return f"<GridSearchResult\n  {self.combination.get_all_parameters_label()}\n  CAGR: {cagr*100:.2f}%, Sharpe: {sharpe:.2f}, Sortino: {sortino:.2f}, Max drawdown:{max_drawdown*100:.2f}%\n>"
 
     def get_label(self) -> str:
         """Get name for this result for charts.
diff --git a/tradeexecutor/backtest/optimiser.py b/tradeexecutor/backtest/optimiser.py
index 658cb96b6..4547e9ed6 100644
--- a/tradeexecutor/backtest/optimiser.py
+++ b/tradeexecutor/backtest/optimiser.py
@@ -241,6 +241,14 @@ def get_filtered_count(self) -> int:
         """
         return len([r for r in self.results if r.filtered])
 
+    def find_best(self, sort_key: Callable, reverse=True) -> OptimiserSearchResult | None:
+        """"""
+        if len(self.results) == 0:
+            return None
+        sorted_results = self.results.sorted(sort_key, reverse=reverse)
+        return sorted_results[0]
+
+
 
 class ObjectiveWrapper:
     """Middleware between Optimiser and TS frameworks.
diff --git a/tradeexecutor/cli/commands/start.py b/tradeexecutor/cli/commands/start.py
index 397c8f34d..cfc6f3f42 100644
--- a/tradeexecutor/cli/commands/start.py
+++ b/tradeexecutor/cli/commands/start.py
@@ -167,6 +167,8 @@ def start(
         else:
             name = "Unnamed backtest"
 
+    assert asset_management_mode, f"ASSET_MANAGEMENT_MODE must given, options are: {[member.name for member in AssetManagementMode]}"
+
     if not log_level:
         if asset_management_mode == AssetManagementMode.backtest:
             log_level = logging.WARNING
diff --git a/tradeexecutor/strategy/alpha_model.py b/tradeexecutor/strategy/alpha_model.py
index 2d9acebd4..d80e35ddb 100644
--- a/tradeexecutor/strategy/alpha_model.py
+++ b/tradeexecutor/strategy/alpha_model.py
@@ -1180,6 +1180,8 @@ def generate_rebalance_trades_and_triggers(
                 s.flags.add(TradingPairSignalFlags.max_adjust_too_small)
             return []
 
+        frozen_pairs = {p.pair for p in position_manager.state.portfolio.frozen_positions.values()}
+
         #  TODO: Break this massive for if spagetti to sub-functions
         for signal in self.iterate_signals():
 
@@ -1217,6 +1219,10 @@ def generate_rebalance_trades_and_triggers(
                         signal.normalised_weight,
                         dollar_diff)
 
+            if signal.pair in frozen_pairs:
+                logger.warning("Does not generate trades for a pair with frozen positions: %s", signal.pair)
+                continue
+
             if individual_rebalance_min_threshold:
                 trade_size = abs(dollar_diff)