Repository: TGSAI/segy

Issue:
BUG: Unable to correctly read the 32 bit IBM Floating point numbers from trace headers
### **Details:**
Segy version 0.1.5 is unable to correctly read the values stored in trace headers in 32 bit IBM Floating point format.
It does not give any error while doing so.

### **Expected output**
The values at locations 197 (32 bit IBM Float) and 233 (32 bit IBM Float) both are 15.0

### **How to reproduce**
1. Download the attached single trace zip file and unzip it to create a sgy file
[Single_Trace_197ibmf_233ibmf_15.zip](https://github.com/user-attachments/files/16490796/Single_Trace_197ibmf_233ibmf_15.zip)
2. Run following code to see that the value printed is indeed wrong (and not 15.0)
```python
from segy import SegyFile  
from segy.schema import HeaderField
from segy.standards import get_segy_standard

uri_path = "Single_Trace_197ibmf_233ibmf_15.sgy"
rev1 = get_segy_standard(1.0)
custom_spec = rev1.customize(                                   # Binary header info not needed
    trace_header_fields=[
        HeaderField(name="AZ", byte=197, format="ibm32"),       # Trace header to read value from
        HeaderField(name="AZ_COPY", byte=233, format="ibm32"),  # Trace header to read value from
    ],
)
sgy = SegyFile(uri_path, spec=custom_spec)

traces = sgy.trace[0:1] # Get first trace

print(traces.header) # This prints (1106247680, 1106247680) and not (15, 15)
```



Discussion:

Patch:
diff --git a/poetry.lock b/poetry.lock
index 26bf7f7..2e8adc2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,13 +2,13 @@
 
 [[package]]
 name = "adlfs"
-version = "2024.4.1"
+version = "2024.7.0"
 description = "Access Azure Datalake Gen1 with fsspec and dask"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "adlfs-2024.4.1-py3-none-any.whl", hash = "sha256:acea94612ddacaa34ea8c6babcc95b8da6982f930cdade7a86fbd17382403e16"},
-    {file = "adlfs-2024.4.1.tar.gz", hash = "sha256:75530a45447f358ae53c5c39c298b8d966dae684be84db899f63b94cd96fc000"},
+    {file = "adlfs-2024.7.0-py3-none-any.whl", hash = "sha256:2005c8e124fda3948f2a6abb2dbebb2c936d2d821acaca6afd61932edfa9bc07"},
+    {file = "adlfs-2024.7.0.tar.gz", hash = "sha256:106995b91f0eb5e775bcd5957d180d9a14faef3271a063b1f65c66fd5ab05ddf"},
 ]
 
 [package.dependencies]
@@ -25,111 +25,123 @@ tests = ["arrow", "dask[dataframe]", "docker", "pytest", "pytest-mock"]
 
 [[package]]
 name = "aiobotocore"
-version = "2.13.0"
+version = "2.13.2"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "aiobotocore-2.13.0-py3-none-any.whl", hash = "sha256:f812afc678d71b0038fd1ce712ff111ab7f47bab81ce5b4c7d222d4b83bc0cb2"},
-    {file = "aiobotocore-2.13.0.tar.gz", hash = "sha256:4badf5cab6ad400216319d14278e2c99ad9b708e28a0f231605a412e632de401"},
+    {file = "aiobotocore-2.13.2-py3-none-any.whl", hash = "sha256:18cbd934ed835a04020c2cffe5d1cfbeb9ff0a340a8c7f0a869c17cf3e43de6a"},
+    {file = "aiobotocore-2.13.2.tar.gz", hash = "sha256:8ae2ffe3fd227923c69e12271b7a723c7c93853d8dbbd214e774613bd444b32f"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.2,<4.0.0"
 aioitertools = ">=0.5.1,<1.0.0"
-botocore = ">=1.34.70,<1.34.107"
+botocore = ">=1.34.70,<1.34.132"
 wrapt = ">=1.10.10,<2.0.0"
 
 [package.extras]
-awscli = ["awscli (>=1.32.70,<1.32.107)"]
-boto3 = ["boto3 (>=1.34.70,<1.34.107)"]
+awscli = ["awscli (>=1.32.70,<1.33.14)"]
+boto3 = ["boto3 (>=1.34.70,<1.34.132)"]
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.3.5"
+description = "Happy Eyeballs for asyncio"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "aiohappyeyeballs-2.3.5-py3-none-any.whl", hash = "sha256:4d6dea59215537dbc746e93e779caea8178c866856a721c9c660d7a5a7b8be03"},
+    {file = "aiohappyeyeballs-2.3.5.tar.gz", hash = "sha256:6fa48b9f1317254f122a07a131a86b71ca6946ca989ce6326fff54a99a920105"},
+]
 
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 name = "aiohttp"
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 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
+aiohappyeyeballs = ">=2.3.0"
 aiosignal = ">=1.1.2"
 async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
@@ -138,7 +150,7 @@ multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
 name = "aioitertools"
@@ -254,22 +266,22 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "23.2.0"
+version = "24.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
 ]
 
 [package.extras]
-cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[tests]", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "autodoc-pydantic"
@@ -331,13 +343,13 @@ requests = ">=2.20.0"
 
 [[package]]
 name = "azure-identity"
-version = "1.16.1"
+version = "1.17.1"
 description = "Microsoft Azure Identity Library for Python"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -345,16 +357,17 @@ azure-core = ">=1.23.0"
 cryptography = ">=2.5"
 msal = ">=1.24.0"
 msal-extensions = ">=0.3.0"
+typing-extensions = ">=4.0.0"
 
 [[package]]
 name = "azure-storage-blob"
-version = "12.20.0"
+version = "12.22.0"
 description = "Microsoft Azure Blob Storage Client Library for Python"
 optional = true
 python-versions = ">=3.8"
 files = [
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+    {file = "azure-storage-blob-12.22.0.tar.gz", hash = "sha256:b3804bb4fe8ab1c32771fa464053da772a682c2737b19da438a3f4e5e3b3736e"},
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 ]
 
 [package.dependencies]
@@ -368,13 +381,13 @@ aio = ["azure-core[aio] (>=1.28.0)"]
 
 [[package]]
 name = "babel"
-version = "2.15.0"
+version = "2.16.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
 ]
 
 [package.extras]
@@ -414,13 +427,13 @@ files = [
 
 [[package]]
 name = "botocore"
-version = "1.34.106"
+version = "1.34.131"
 description = "Low-level, data-driven core of boto 3."
 optional = true
 python-versions = ">=3.8"
 files = [
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+    {file = "botocore-1.34.131.tar.gz", hash = "sha256:502ddafe1d627fcf1e4c007c86454e5dd011dba7c58bd8e8a5368a79f3e387dc"},
 ]
 
 [package.dependencies]
@@ -432,89 +445,104 @@ urllib3 = [
 ]
 
 [package.extras]
-crt = ["awscrt (==0.20.9)"]
+crt = ["awscrt (==0.20.11)"]
 
 [[package]]
 name = "cachetools"
-version = "5.3.3"
+version = "5.4.0"
 description = "Extensible memoizing collections and decorators"
 optional = true
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
 name = "certifi"
-version = "2024.6.2"
+version = "2024.7.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 python-versions = ">=3.8"
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 [package.dependencies]
@@ -674,63 +702,83 @@ test = ["pytest"]
 
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 [package.dependencies]
@@ -741,43 +789,38 @@ toml = ["tomli"]
 
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 name = "cryptography"
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 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = true
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 ]
 
 [package.dependencies]
@@ -790,38 +833,38 @@ nox = ["nox"]
 pep8test = ["check-sdist", "click", "mypy", "ruff"]
 sdist = ["build"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test = ["certifi", "cryptography-vectors (==43.0.0)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "debugpy"
-version = "1.8.1"
+version = "1.8.5"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
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+    {file = "debugpy-1.8.5.zip", hash = "sha256:b2112cfeb34b4507399d298fe7023a16656fc553ed5246536060ca7bd0e668d0"},
 ]
 
 [[package]]
@@ -873,13 +916,13 @@ tests = ["pytest"]
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.1"
+version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "exceptiongroup-1.2.1-py3-none-any.whl", hash = "sha256:5258b9ed329c5bbdd31a309f53cbfb0b155341807f6ff7606a1e801a891b29ad"},
-    {file = "exceptiongroup-1.2.1.tar.gz", hash = "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"},
+    {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
+    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
 ]
 
 [package.extras]
@@ -915,18 +958,18 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.15.1"
+version = "3.15.4"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.15.1-py3-none-any.whl", hash = "sha256:71b3102950e91dfc1bb4209b64be4dc8854f40e5f534428d8684f953ac847fac"},
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+    {file = "filelock-3.15.4.tar.gz", hash = "sha256:2207938cbc1844345cb01a5a95524dae30f0ce089eba5b00378295a17e3e90cb"},
 ]
 
 [package.extras]
 docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-asyncio (>=0.21)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-asyncio (>=0.21)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)", "virtualenv (>=20.26.2)"]
 typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
@@ -1017,13 +1060,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2024.6.0"
+version = "2024.6.1"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fsspec-2024.6.0-py3-none-any.whl", hash = "sha256:58d7122eb8a1a46f7f13453187bfea4972d66bf01618d37366521b1998034cee"},
-    {file = "fsspec-2024.6.0.tar.gz", hash = "sha256:f579960a56e6d8038a9efc8f9c77279ec12e6299aa86b0769a7e9c46b94527c2"},
+    {file = "fsspec-2024.6.1-py3-none-any.whl", hash = "sha256:3cb443f8bcd2efb31295a5b9fdb02aee81d8452c80d28f97a6d0959e6cee101e"},
+    {file = "fsspec-2024.6.1.tar.gz", hash = "sha256:fad7d7e209dd4c1208e3bbfda706620e0da5142bebbd9c384afb95b07e798e49"},
 ]
 
 [package.extras]
@@ -1056,36 +1099,36 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "furo"
-version = "2024.5.6"
+version = "2024.8.6"
 description = "A clean customisable Sphinx documentation theme."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "furo-2024.5.6-py3-none-any.whl", hash = "sha256:490a00d08c0a37ecc90de03ae9227e8eb5d6f7f750edf9807f398a2bdf2358de"},
-    {file = "furo-2024.5.6.tar.gz", hash = "sha256:81f205a6605ebccbb883350432b4831c0196dd3d1bc92f61e1f459045b3d2b0b"},
+    {file = "furo-2024.8.6-py3-none-any.whl", hash = "sha256:6cd97c58b47813d3619e63e9081169880fbe331f0ca883c871ff1f3f11814f5c"},
+    {file = "furo-2024.8.6.tar.gz", hash = "sha256:b63e4cee8abfc3136d3bc03a3d45a76a850bada4d6374d24c1716b0e01394a01"},
 ]
 
 [package.dependencies]
 beautifulsoup4 = "*"
 pygments = ">=2.7"
-sphinx = ">=6.0,<8.0"
+sphinx = ">=6.0,<9.0"
 sphinx-basic-ng = ">=1.0.0.beta2"
 
 [[package]]
 name = "gcsfs"
-version = "2024.6.0"
+version = "2024.6.1"
 description = "Convenient Filesystem interface over GCS"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "gcsfs-2024.6.0-py2.py3-none-any.whl", hash = "sha256:92c9239167bd1e209b662b6f4ab71974f276118779c55360215cce5e0098ca7f"},
-    {file = "gcsfs-2024.6.0.tar.gz", hash = "sha256:27bd490d7a9dd641d5f6f4ea0b18fabdcfa6129b84ebdb22b23e3460ded1aa8c"},
+    {file = "gcsfs-2024.6.1-py2.py3-none-any.whl", hash = "sha256:13fd18095425e54e248870594fd155812723966b1bda3b102b3a5c44ec436a03"},
+    {file = "gcsfs-2024.6.1.tar.gz", hash = "sha256:e8858c7a893b2265e9bfce2fe270a024a2e348c74c23528801db388fc0224ed7"},
 ]
 
 [package.dependencies]
 aiohttp = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1"
 decorator = ">4.1.2"
-fsspec = "2024.6.0"
+fsspec = "2024.6.1"
 google-auth = ">=1.2"
 google-auth-oauthlib = "*"
 google-cloud-storage = "*"
@@ -1097,20 +1140,20 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "google-api-core"
-version = "2.19.0"
+version = "2.19.1"
 description = "Google API client core library"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-core-2.19.0.tar.gz", hash = "sha256:cf1b7c2694047886d2af1128a03ae99e391108a08804f87cfd35970e49c9cd10"},
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+    {file = "google-api-core-2.19.1.tar.gz", hash = "sha256:f4695f1e3650b316a795108a76a1c416e6afb036199d1c1f1f110916df479ffd"},
+    {file = "google_api_core-2.19.1-py3-none-any.whl", hash = "sha256:f12a9b8309b5e21d92483bbd47ce2c445861ec7d269ef6784ecc0ea8c1fa6125"},
 ]
 
 [package.dependencies]
 google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
 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,<5.0.0.dev0"
+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"
 
 [package.extras]
@@ -1120,13 +1163,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.30.0"
+version = "2.33.0"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "google-auth-2.30.0.tar.gz", hash = "sha256:ab630a1320f6720909ad76a7dbdb6841cdf5c66b328d690027e4867bdfb16688"},
-    {file = "google_auth-2.30.0-py2.py3-none-any.whl", hash = "sha256:8df7da660f62757388b8a7f249df13549b3373f24388cb5d2f1dd91cc18180b5"},
+    {file = "google_auth-2.33.0-py2.py3-none-any.whl", hash = "sha256:8eff47d0d4a34ab6265c50a106a3362de6a9975bb08998700e389f857e4d39df"},
+    {file = "google_auth-2.33.0.tar.gz", hash = "sha256:d6a52342160d7290e334b4d47ba390767e4438ad0d45b7630774533e82655b95"},
 ]
 
 [package.dependencies]
@@ -1143,13 +1186,13 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
 name = "google-auth-oauthlib"
-version = "1.2.0"
+version = "1.2.1"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.6"
 files = [
-    {file = "google-auth-oauthlib-1.2.0.tar.gz", hash = "sha256:292d2d3783349f2b0734a0a0207b1e1e322ac193c2c09d8f7c613fb7cc501ea8"},
-    {file = "google_auth_oauthlib-1.2.0-py2.py3-none-any.whl", hash = "sha256:297c1ce4cb13a99b5834c74a1fe03252e1e499716718b190f56bcb9c4abc4faf"},
+    {file = "google_auth_oauthlib-1.2.1-py2.py3-none-any.whl", hash = "sha256:2d58a27262d55aa1b87678c3ba7142a080098cbc2024f903c62355deb235d91f"},
+    {file = "google_auth_oauthlib-1.2.1.tar.gz", hash = "sha256:afd0cad092a2eaa53cd8e8298557d6de1034c6cb4a740500b5357b648af97263"},
 ]
 
 [package.dependencies]
@@ -1179,13 +1222,13 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-storage"
-version = "2.17.0"
+version = "2.18.2"
 description = "Google Cloud Storage API client library"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-storage-2.17.0.tar.gz", hash = "sha256:49378abff54ef656b52dca5ef0f2eba9aa83dc2b2c72c78714b03a1a95fe9388"},
-    {file = "google_cloud_storage-2.17.0-py2.py3-none-any.whl", hash = "sha256:5b393bc766b7a3bc6f5407b9e665b2450d36282614b7945e570b3480a456d1e1"},
+    {file = "google_cloud_storage-2.18.2-py2.py3-none-any.whl", hash = "sha256:97a4d45c368b7d401ed48c4fdfe86e1e1cb96401c9e199e419d289e2c0370166"},
+    {file = "google_cloud_storage-2.18.2.tar.gz", hash = "sha256:aaf7acd70cdad9f274d29332673fcab98708d0e1f4dceb5a5356aaef06af4d99"},
 ]
 
 [package.dependencies]
@@ -1193,11 +1236,12 @@ google-api-core = ">=2.15.0,<3.0.0dev"
 google-auth = ">=2.26.1,<3.0dev"
 google-cloud-core = ">=2.3.0,<3.0dev"
 google-crc32c = ">=1.0,<2.0dev"
-google-resumable-media = ">=2.6.0"
+google-resumable-media = ">=2.7.2"
 requests = ">=2.18.0,<3.0.0dev"
 
 [package.extras]
-protobuf = ["protobuf (<5.0.0dev)"]
+protobuf = ["protobuf (<6.0.0dev)"]
+tracing = ["opentelemetry-api (>=1.1.0)"]
 
 [[package]]
 name = "google-crc32c"
@@ -1281,13 +1325,13 @@ testing = ["pytest"]
 
 [[package]]
 name = "google-resumable-media"
-version = "2.7.1"
+version = "2.7.2"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "google-resumable-media-2.7.1.tar.gz", hash = "sha256:eae451a7b2e2cdbaaa0fd2eb00cc8a1ee5e95e16b55597359cbc3d27d7d90e33"},
-    {file = "google_resumable_media-2.7.1-py2.py3-none-any.whl", hash = "sha256:103ebc4ba331ab1bfdac0250f8033627a2cd7cde09e7ccff9181e31ba4315b2c"},
+    {file = "google_resumable_media-2.7.2-py2.py3-none-any.whl", hash = "sha256:3ce7551e9fe6d99e9a126101d2536612bb73486721951e9562fee0f90c6ababa"},
+    {file = "google_resumable_media-2.7.2.tar.gz", hash = "sha256:5280aed4629f2b60b847b0d42f9857fd4935c11af266744df33d8074cae92fe0"},
 ]
 
 [package.dependencies]
@@ -1299,17 +1343,17 @@ requests = ["requests (>=2.18.0,<3.0.0dev)"]
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.63.1"
+version = "1.63.2"
 description = "Common protobufs used in Google APIs"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "googleapis-common-protos-1.63.1.tar.gz", hash = "sha256:c6442f7a0a6b2a80369457d79e6672bb7dcbaab88e0848302497e3ec80780a6a"},
-    {file = "googleapis_common_protos-1.63.1-py2.py3-none-any.whl", hash = "sha256:0e1c2cdfcbc354b76e4a211a35ea35d6926a835cba1377073c4861db904a1877"},
+    {file = "googleapis-common-protos-1.63.2.tar.gz", hash = "sha256:27c5abdffc4911f28101e635de1533fb4cfd2c37fbaa9174587c799fac90aa87"},
+    {file = "googleapis_common_protos-1.63.2-py2.py3-none-any.whl", hash = "sha256:27a2499c7e8aff199665b22741997e485eccc8645aa9176c7c988e6fae507945"},
 ]
 
 [package.dependencies]
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<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"
+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]
 grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
@@ -1398,13 +1442,13 @@ files = [
 
 [[package]]
 name = "identify"
-version = "2.5.36"
+version = "2.6.0"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "identify-2.5.36-py2.py3-none-any.whl", hash = "sha256:37d93f380f4de590500d9dba7db359d0d3da95ffe7f9de1753faa159e71e7dfa"},
-    {file = "identify-2.5.36.tar.gz", hash = "sha256:e5e00f54165f9047fbebeb4a560f9acfb8af4c88232be60a488e9b68d122745d"},
+    {file = "identify-2.6.0-py2.py3-none-any.whl", hash = "sha256:e79ae4406387a9d300332b5fd366d8994f1525e8414984e1a59e058b2eda2dd0"},
+    {file = "identify-2.6.0.tar.gz", hash = "sha256:cb171c685bdc31bcc4c1734698736a7d5b6c8bf2e0c15117f4d469c8640ae5cf"},
 ]
 
 [package.extras]
@@ -1434,22 +1478,22 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "7.1.0"
+version = "8.2.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-7.1.0-py3-none-any.whl", hash = "sha256:30962b96c0c223483ed6cc7280e7f0199feb01a0e40cfae4d4450fc6fab1f570"},
-    {file = "importlib_metadata-7.1.0.tar.gz", hash = "sha256:b78938b926ee8d5f020fc4772d487045805a55ddbad2ecf21c6d60938dc7fcd2"},
+    {file = "importlib_metadata-8.2.0-py3-none-any.whl", hash = "sha256:11901fa0c2f97919b288679932bb64febaeacf289d18ac84dd68cb2e74213369"},
+    {file = "importlib_metadata-8.2.0.tar.gz", hash = "sha256:72e8d4399996132204f9a16dcc751af254a48f8d1b20b9ff0f98d4a8f901e73d"},
 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
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+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "iniconfig"
@@ -1464,13 +1508,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.29.4"
+version = "6.29.5"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -1595,13 +1639,13 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.22.0"
+version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1612,7 +1656,7 @@ rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
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+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
 name = "jsonschema-specifications"
@@ -1887,13 +1931,13 @@ files = [
 
 [[package]]
 name = "msal"
-version = "1.28.1"
+version = "1.30.0"
 description = "The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect."
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 ]
 
 [package.dependencies]
@@ -1906,22 +1950,18 @@ broker = ["pymsalruntime (>=0.13.2,<0.17)"]
 
 [[package]]
 name = "msal-extensions"
-version = "1.1.0"
+version = "1.2.0"
 description = "Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism."
 optional = true
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-    {version = ">=1.6,<3", markers = "platform_system == \"Windows\""},
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+msal = ">=1.29,<2"
+portalocker = ">=1.4,<3"
 
 [[package]]
 name = "multidict"
@@ -2024,44 +2064,44 @@ files = [
 
 [[package]]
 name = "mypy"
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 ]
 
 [package.dependencies]
 mypy-extensions = ">=1.0.0"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = ">=4.1.0"
+typing-extensions = ">=4.6.0"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
@@ -2082,13 +2122,13 @@ files = [
 
 [[package]]
 name = "myst-nb"
-version = "1.1.0"
+version = "1.1.1"
 description = "A Jupyter Notebook Sphinx reader built on top of the MyST markdown parser."
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -2378,20 +2418,17 @@ xml = ["lxml (>=4.9.2)"]
 
 [[package]]
 name = "pandas-stubs"
-version = "2.2.2.240603"
+version = "2.2.2.240807"
 description = "Type annotations for pandas"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
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-    {version = ">=1.26.0", markers = "python_version >= \"3.12\" and python_version < \"3.13\""},
-]
+numpy = ">=1.23.5"
 types-pytz = ">=2022.1.1"
 
 [[package]]
@@ -2456,13 +2493,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "portalocker"
-version = "2.8.2"
+version = "2.10.1"
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 optional = true
 python-versions = ">=3.8"
 files = [
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@@ -2475,13 +2512,13 @@ tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "p
 
 [[package]]
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 description = "A framework for managing and maintaining multi-language pre-commit hooks."
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 python-versions = ">=3.9"
 files = [
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 [package.dependencies]
@@ -2522,64 +2559,65 @@ wcwidth = "*"
 
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 [package.extras]
-testing = ["google-api-core[grpc] (>=1.31.5)"]
+testing = ["google-api-core (>=1.31.5)"]
 
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 [package.extras]
@@ -2598,13 +2636,13 @@ files = [
 
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 python-versions = "*"
 files = [
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 [package.extras]
@@ -2648,109 +2686,119 @@ files = [
 
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 [package.extras]
 email = ["email-validator (>=2.0.0)"]
 
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 [package.dependencies]
@@ -2758,13 +2806,13 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pydantic-settings"
-version = "2.3.3"
+version = "2.4.0"
 description = "Settings management using Pydantic"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2772,6 +2820,7 @@ 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)"]
 
@@ -2791,13 +2840,13 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyjwt"
-version = "2.8.0"
+version = "2.9.0"
 description = "JSON Web Token implementation in Python"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2805,19 +2854,19 @@ cryptography = {version = ">=3.4.0", optional = true, markers = "extra == \"cryp
 
 [package.extras]
 crypto = ["cryptography (>=3.4.0)"]
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-docs = ["sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
+dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx", "sphinx-rtd-theme", "zope.interface"]
+docs = ["sphinx", "sphinx-rtd-theme", "zope.interface"]
 tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
 name = "pytest"
-version = "8.2.2"
+version = "8.3.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2825,7 +2874,7 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=1.5,<2.0"
+pluggy = ">=1.5,<2"
 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
@@ -2895,158 +2944,182 @@ files = [
 
 [[package]]
 name = "pyyaml"
-version = "6.0.1"
+version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 [package.extras]
@@ -3231,110 +3319,114 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "rpds-py"
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 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
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 ]
 
 [[package]]
 name = "s3fs"
-version = "2024.6.0"
+version = "2024.6.1"
 description = "Convenient Filesystem interface over S3"
 optional = true
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
 aiobotocore = ">=2.5.4,<3.0.0"
 aiohttp = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1"
-fsspec = "==2024.6.0.*"
+fsspec = "==2024.6.1.*"
 
 [package.extras]
 awscli = ["aiobotocore[awscli] (>=2.5.4,<3.0.0)"]
@@ -3531,27 +3623,27 @@ files = [
 
 [[package]]
 name = "sphinx"
-version = "7.3.7"
+version = "7.4.7"
 description = "Python documentation generator"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.dependencies]
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-babel = ">=2.9"
-colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
-docutils = ">=0.18.1,<0.22"
+babel = ">=2.13"
+colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\""}
+docutils = ">=0.20,<0.22"
 imagesize = ">=1.3"
-importlib-metadata = {version = ">=4.8", markers = "python_version < \"3.10\""}
-Jinja2 = ">=3.0"
-packaging = ">=21.0"
-Pygments = ">=2.14"
-requests = ">=2.25.0"
-snowballstemmer = ">=2.0"
+importlib-metadata = {version = ">=6.0", markers = "python_version < \"3.10\""}
+Jinja2 = ">=3.1"
+packaging = ">=23.0"
+Pygments = ">=2.17"
+requests = ">=2.30.0"
+snowballstemmer = ">=2.2"
 sphinxcontrib-applehelp = "*"
 sphinxcontrib-devhelp = "*"
 sphinxcontrib-htmlhelp = ">=2.0.0"
@@ -3562,8 +3654,8 @@ tomli = {version = ">=2", markers = "python_version < \"3.11\""}
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["flake8 (>=3.5.0)", "importlib_metadata", "mypy (==1.9.0)", "pytest (>=6.0)", "ruff (==0.3.7)", "sphinx-lint", "tomli", "types-docutils", "types-requests"]
-test = ["cython (>=3.0)", "defusedxml (>=0.7.1)", "pytest (>=6.0)", "setuptools (>=67.0)"]
+lint = ["flake8 (>=6.0)", "importlib-metadata (>=6.0)", "mypy (==1.10.1)", "pytest (>=6.0)", "ruff (==0.5.2)", "sphinx-lint (>=0.9)", "tomli (>=2)", "types-docutils (==0.21.0.20240711)", "types-requests (>=2.30.0)"]
+test = ["cython (>=3.0)", "defusedxml (>=0.7.1)", "pytest (>=8.0)", "setuptools (>=70.0)", "typing_extensions (>=4.9)"]
 
 [[package]]
 name = "sphinx-autobuild"
@@ -3624,73 +3716,74 @@ rtd = ["ipython", "myst-nb", "sphinx", "sphinx-book-theme", "sphinx-examples"]
 
 [[package]]
 name = "sphinx-design"
-version = "0.6.0"
+version = "0.6.1"
 description = "A sphinx extension for designing beautiful, view size responsive web components."
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
-sphinx = ">=5,<8"
+sphinx = ">=6,<9"
 
 [package.extras]
 code-style = ["pre-commit (>=3,<4)"]
-rtd = ["myst-parser (>=1,<3)"]
-testing = ["defusedxml", "myst-parser (>=1,<3)", "pytest (>=7.1,<8.0)", "pytest-cov", "pytest-regressions"]
-theme-furo = ["furo (>=2024.5.4,<2024.6.0)"]
-theme-im = ["sphinx-immaterial (>=0.11.11,<0.12.0)"]
+rtd = ["myst-parser (>=2,<4)"]
+testing = ["defusedxml", "myst-parser (>=2,<4)", "pytest (>=8.3,<9.0)", "pytest-cov", "pytest-regressions"]
+testing-no-myst = ["defusedxml", "pytest (>=8.3,<9.0)", "pytest-cov", "pytest-regressions"]
+theme-furo = ["furo (>=2024.7.18,<2024.8.0)"]
+theme-im = ["sphinx-immaterial (>=0.12.2,<0.13.0)"]
 theme-pydata = ["pydata-sphinx-theme (>=0.15.2,<0.16.0)"]
 theme-rtd = ["sphinx-rtd-theme (>=2.0,<3.0)"]
 theme-sbt = ["sphinx-book-theme (>=1.1,<2.0)"]
 
 [[package]]
 name = "sphinxcontrib-applehelp"
-version = "1.0.8"
+version = "2.0.0"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
 standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-devhelp"
-version = "1.0.6"
+version = "2.0.0"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
 standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
-version = "2.0.5"
+version = "2.1.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
 standalone = ["Sphinx (>=5)"]
 test = ["html5lib", "pytest"]
 
@@ -3710,45 +3803,45 @@ test = ["flake8", "mypy", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-qthelp"
-version = "1.0.7"
+version = "2.0.0"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
 standalone = ["Sphinx (>=5)"]
-test = ["pytest"]
+test = ["defusedxml (>=0.7.1)", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-serializinghtml"
-version = "1.1.10"
+version = "2.0.0"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
 standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-typer"
-version = "0.3.1"
+version = "0.3.3"
 description = "Auto generate docs for typer commands."
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
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 [package.dependencies]
@@ -3762,64 +3855,64 @@ png = ["pillow (>=8.0.0)", "selenium (>=4.0.0,<5.0.0)", "webdriver-manager (>=3.
 
 [[package]]
 name = "sqlalchemy"
-version = "2.0.30"
+version = "2.0.32"
 description = "Database Abstraction Library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 typing-extensions = ">=4.6.0"
 
 [package.extras]
@@ -3868,13 +3961,13 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "starlette"
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 [[package]]
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-version = "0.30.1"
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 python-versions = ">=3.8"
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 [[package]]
 name = "virtualenv"
-version = "20.26.2"
+version = "20.26.3"
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 [package.dependencies]
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 ]
 
 [package.dependencies]
diff --git a/src/segy/accessors.py b/src/segy/accessors.py
index 4d33321..0e5b2fb 100644
--- a/src/segy/accessors.py
+++ b/src/segy/accessors.py
@@ -35,17 +35,18 @@ class TraceAccessor:
         endian_transform = TransformFactory.create("byte_swap", Endianness.LITTLE)
         self.header_decode_pipeline.add_transform(endian_transform)
         self.sample_decode_pipeline.add_transform(endian_transform)
-        self.trace_decode_pipeline.add_transform(endian_transform)
 
         if self.trace_spec.data.format == ScalarType.IBM32:
             ibm2ieee = TransformFactory.create("ibm_float", "to_ieee")
-            ibm2ieee_data = TransformFactory.create("ibm_float", "to_ieee", ["data"])
-
             self.sample_decode_pipeline.add_transform(ibm2ieee)
-            self.trace_decode_pipeline.add_transform(ibm2ieee_data)
 
         if len(self.header_ibm_keys) != 0:
             ibm2ieee = TransformFactory.create(
                 "ibm_float", "to_ieee", keys=self.header_ibm_keys
             )
             self.header_decode_pipeline.add_transform(ibm2ieee)
+
+        trace_transform = TransformFactory.create(
+            "trace", self.header_decode_pipeline, self.sample_decode_pipeline
+        )
+        self.trace_decode_pipeline.add_transform(trace_transform)
diff --git a/src/segy/transforms.py b/src/segy/transforms.py
index e64ac7e..6c3412d 100644
--- a/src/segy/transforms.py
+++ b/src/segy/transforms.py
@@ -60,8 +60,8 @@ def _modify_dtype_field(
 
     # Handle the case where field to modify is a struct
     # For example; a Trace struct with "header" amd "data" fields.
-    if key_to_modify.kind == "V":
-        new_type = np.dtype((new_type.str,) + key_to_modify.subdtype[1:])
+    if isinstance(key_to_modify, np.dtype) and key_to_modify.kind == "V":
+        new_type = np.dtype((new_type.str,) + key_to_modify.subdtype[1:])  # type: ignore
 
     dtype_info["formats"][key_index] = new_type  # type: ignore[index]
 
@@ -197,12 +197,45 @@ class IbmFloatTransform(Transform):
         return func(data.astype(cast_dtype))  # type: ignore
 
 
+class TraceTransform(Transform):
+    """Composite transform to apply header and data pipeline to trace.
+
+    This transform is a workaround for a design flaw in applying transforms.
+    Please refactor this at some point! The problem is: if we have a trace
+    struct with "headers" and "data", and we want to apply another transform
+    to a header field within "headers", we can't. This is a problem with the
+    current Transform and TransformPipeline.
+
+    Args:
+        header_pipeline: Transform pipeline to apply to struct "header" field.
+        data_pipeline: Transform pipeline to apply to struct "header" field.
+    """
+
+    def __init__(
+        self, header_pipeline: TransformPipeline, data_pipeline: TransformPipeline
+    ) -> None:
+        super().__init__()
+        self.header_transform = Transform(["header"])  # type: ignore[abstract]
+        self.header_transform.transform = header_pipeline.apply  # type: ignore[method-assign]
+
+        self.data_transform = Transform(["data"])  # type: ignore[abstract]
+        self.data_transform.transform = data_pipeline.apply  # type: ignore[method-assign]
+
+    def transform(self, data: NDArray[Any]) -> NDArray[Any]:
+        """Applies independent transform pipelines to trace struct."""
+        data = self.header_transform.apply(data)
+        data = self.data_transform.apply(data)
+
+        return data  # noqa: RET504
+
+
 class TransformFactory:
     """Factory class to generate transformation strategies."""
 
     transform_map: dict[str, type[Transform]] = {
         "byte_swap": ByteSwapTransform,
         "ibm_float": IbmFloatTransform,
+        "trace": TraceTransform,
     }
 
     @classmethod


Test patch:
diff --git a/tests/test_accessors.py b/tests/test_accessors.py
index a5b6f0d..5f35981 100644
--- a/tests/test_accessors.py
+++ b/tests/test_accessors.py
@@ -13,6 +13,7 @@ from segy.schema import TraceDataSpec
 from segy.schema import TraceSpec
 from segy.transforms import Transform
 from segy.transforms import TransformFactory
+from segy.transforms import TransformPipeline
 
 
 def compare_transform(transform_a: Transform, transform_b: Transform) -> bool:
@@ -64,14 +65,13 @@ def mock_trace_spec(
         if sample_field_type != ScalarType.IBM32
         else [base_transform, TransformFactory.create("ibm_float", "to_ieee")]
     )
-    expected["trace"] = (
-        [base_transform]
-        if sample_field_type != ScalarType.IBM32
-        else [
-            base_transform,
-            TransformFactory.create("ibm_float", "to_ieee", ["data"]),
-        ]
-    )
+
+    hdr_pipeline = TransformPipeline()
+    map(hdr_pipeline.add_transform, expected["header"])
+    data_pipeline = TransformPipeline()
+    map(data_pipeline.add_transform, expected["data"])
+    expected["trace"] = [TransformFactory.create("trace", hdr_pipeline, data_pipeline)]
+
     return trace_spec, expected