From c89d05c7345e2c768efc320bad02715cc37dfbe4 Mon Sep 17 00:00:00 2001
From: Laura Pak <lpak@google.com>
Date: Tue, 22 Oct 2024 19:04:47 -0700
Subject: [PATCH] Move tensorflow lite python calls to ai-edge-litert.

PiperOrigin-RevId: 688768903
---
 chirp/projects/zoo/models.py       |    4 +-
 chirp/train_tests/frontend_test.py |    5 +-
 poetry.lock                        | 1749 +++++++++++++++-------------
 pyproject.toml                     |    1 -
 4 files changed, 964 insertions(+), 795 deletions(-)

diff --git a/chirp/projects/zoo/models.py b/chirp/projects/zoo/models.py
index 01461efe..659609db 100644
--- a/chirp/projects/zoo/models.py
+++ b/chirp/projects/zoo/models.py
@@ -33,8 +33,6 @@
 import tensorflow.compat.v1 as tf1
 import tensorflow_hub as hub
 
-from ai_edge_litert import interpreter as tfl_interpreter  # pylint: disable=g-direct-tensorflow-import
-
 
 @dataclasses.dataclass
 class SeparateEmbedModel(zoo_interface.EmbeddingModel):
@@ -328,7 +326,7 @@ def from_config(cls, config: config_dict.ConfigDict) -> 'BirdNet':
       with tempfile.NamedTemporaryFile() as tmpf:
         model_file = epath.Path(config.model_path)
         model_file.copy(tmpf.name, overwrite=True)
-        model = tfl_interpreter.Interpreter(
+        model = tf.lite.Interpreter(
             tmpf.name, num_threads=config.num_tflite_threads
         )
       model.allocate_tensors()
diff --git a/chirp/train_tests/frontend_test.py b/chirp/train_tests/frontend_test.py
index 7c8bb773..f4c26f3a 100644
--- a/chirp/train_tests/frontend_test.py
+++ b/chirp/train_tests/frontend_test.py
@@ -23,7 +23,6 @@
 
 from absl.testing import absltest
 from absl.testing import parameterized
-from ai_edge_litert import interpreter as tfl_interpreter  # pylint: disable=g-direct-tensorflow-import
 
 
 class FrontendTest(parameterized.TestCase):
@@ -201,7 +200,7 @@ def test_tflite_stft_export(
     tflite_float_model = converter.convert()
 
     # Use the converted TFLite model.
-    interpreter = tfl_interpreter.Interpreter(model_content=tflite_float_model)
+    interpreter = tf.lite.Interpreter(model_content=tflite_float_model)
     interpreter.allocate_tensors()
     input_tensor = interpreter.get_input_details()[0]
     output_tensor = interpreter.get_output_details()[0]
@@ -248,7 +247,7 @@ def test_simple_melspec(self):
     tflite_float_model = converter.convert()
 
     # Use the converted TFLite model.
-    interpreter = tfl_interpreter.Interpreter(model_content=tflite_float_model)
+    interpreter = tf.lite.Interpreter(model_content=tflite_float_model)
     interpreter.allocate_tensors()
     input_tensor = interpreter.get_input_details()[0]
     output_tensor = interpreter.get_output_details()[0]
diff --git a/poetry.lock b/poetry.lock
index 0d480ec1..1a74313c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -11,27 +11,6 @@ files = [
     {file = "absl_py-1.4.0-py3-none-any.whl", hash = "sha256:0d3fe606adfa4f7db64792dd4c7aee4ee0c38ab75dfd353b7a83ed3e957fcb47"},
 ]
 
-[[package]]
-name = "ai-edge-litert"
-version = "1.0.1"
-description = "LiteRT is for mobile and embedded devices."
-optional = false
-python-versions = "*"
-files = [
-    {file = "ai_edge_litert-1.0.1-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:48f525fed0af268f4e904b0c9c8ab174e48422f9c2506b679c468a15e6bf64fc"},
-    {file = "ai_edge_litert-1.0.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:766c92511bb06851005454f164f10f4a2ed79f94877b11860c1e14158f948221"},
-    {file = "ai_edge_litert-1.0.1-cp310-cp310-manylinux_2_17_x86_64.whl", hash = "sha256:25a9b1577941498842bf77630722eda1163026c37abd57af66791a6955551b9d"},
-    {file = "ai_edge_litert-1.0.1-cp311-cp311-macosx_10_15_x86_64.whl", hash = "sha256:e31a2aa9b031c42b1534744bbce78ef3fae7a7ac5a07008340554a5589d91003"},
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-    {file = "ai_edge_litert-1.0.1-cp311-cp311-manylinux_2_17_x86_64.whl", hash = "sha256:afa5eaca094f62e0b7c1981a94b1d03389cbc0e4a963eefb82d49053dd97bd73"},
-    {file = "ai_edge_litert-1.0.1-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:ef15c8cc1c029e047321541fd51932b745fba4ee21da64567c43d862b95687d9"},
-    {file = "ai_edge_litert-1.0.1-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:8c65c75a5b9f40a050416c62fd068e428848c96ec1873155976af884afac49e5"},
-    {file = "ai_edge_litert-1.0.1-cp39-cp39-manylinux_2_17_x86_64.whl", hash = "sha256:ed8e7c3b058c2ba4233c1b3a0d59b9ca3197edf19d21be6710c8098472ab1e5b"},
-]
-
-[package.dependencies]
-numpy = ">=1.23.2"
-
 [[package]]
 name = "aiohappyeyeballs"
 version = "2.4.3"
@@ -45,102 +24,102 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.10.9"
+version = "3.10.10"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
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@@ -182,13 +161,13 @@ files = [
 
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 ]
 
 [package.dependencies]
@@ -268,12 +247,12 @@ google-cloud-spanner = {version = ">=3.0.0,<4", optional = true, markers = "extr
 google-cloud-storage = {version = ">=2.18.2,<3", optional = true, markers = "extra == \"gcp\""}
 google-cloud-videointelligence = {version = ">=2.0,<3", optional = true, markers = "extra == \"gcp\""}
 google-cloud-vision = {version = ">=2,<4", optional = true, markers = "extra == \"gcp\""}
-grpcio = ">=1.33.1,<1.48.0 || >1.48.0,<1.59.dev0 || >1.62.0,<1.62.1 || >1.62.1,<2"
+grpcio = ">=1.33.1,<1.48.0 || >1.48.0,<1.59.dev0 || >1.62.0,<1.62.1 || >1.62.1,<1.66.0"
 hdfs = ">=2.1.0,<3.0.0"
 httplib2 = ">=0.8,<0.23.0"
-js2py = {version = ">=0.74,<1", markers = "python_version < \"3.12\""}
 jsonpickle = ">=3.0.0,<4.0.0"
 jsonschema = ">=4.0.0,<5.0.0"
+"keyrings.google-artifactregistry-auth" = {version = "*", optional = true, markers = "extra == \"gcp\""}
 numpy = ">=1.14.3,<1.27.0"
 objsize = ">=0.6.1,<0.8.0"
 orjson = ">=3.9.7,<4"
@@ -297,13 +276,13 @@ aws = ["boto3 (>=1.9,<2)"]
 azure = ["azure-core (>=1.7.0,<2)", "azure-identity (>=1.12.0,<2)", "azure-storage-blob (>=12.3.2,<13)"]
 dask = ["dask (>=2022.6)", "distributed (>=2022.6)"]
 dataframe = ["pandas (>=1.4.3,!=1.5.0,!=1.5.1,<2.3)"]
-docs = ["Sphinx (>=1.5.2,<2.0)", "docstring-parser (>=0.15,<1.0)", "docutils (==0.17.1)", "jinja2 (>=3.0,<3.1)", "pandas (<2.2.0)"]
-gcp = ["cachetools (>=3.1.0,<6)", "google-api-core (>=2.0.0,<3)", "google-apitools (>=0.5.31,<0.5.32)", "google-auth (>=1.18.0,<3)", "google-auth-httplib2 (>=0.1.0,<0.3.0)", "google-cloud-aiplatform (>=1.26.0,<2.0)", "google-cloud-bigquery (>=2.0.0,<4)", "google-cloud-bigquery-storage (>=2.6.3,<3)", "google-cloud-bigtable (>=2.19.0,<3)", "google-cloud-core (>=2.0.0,<3)", "google-cloud-datastore (>=2.0.0,<3)", "google-cloud-dlp (>=3.0.0,<4)", "google-cloud-language (>=2.0,<3)", "google-cloud-pubsub (>=2.1.0,<3)", "google-cloud-pubsublite (>=1.2.0,<2)", "google-cloud-recommendations-ai (>=0.1.0,<0.11.0)", "google-cloud-spanner (>=3.0.0,<4)", "google-cloud-storage (>=2.18.2,<3)", "google-cloud-videointelligence (>=2.0,<3)", "google-cloud-vision (>=2,<4)"]
+docs = ["Sphinx (>=7.0.0,<8.0)", "docstring-parser (>=0.15,<1.0)", "docutils (>=0.18.1)", "jinja2 (>=3.0,<3.2)", "openai", "pandas (<2.2.0)"]
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 [[package]]
 name = "appnope"
@@ -571,6 +550,21 @@ files = [
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
+[[package]]
+name = "backports-tarfile"
+version = "1.2.0"
+description = "Backport of CPython tarfile module"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["jaraco.test", "pytest (!=8.0.*)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)"]
+
 [[package]]
 name = "beautifulsoup4"
 version = "4.12.3"
@@ -713,101 +707,116 @@ pycparser = "*"
 
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 [[package]]
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 [[package]]
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 description = "CoNLL-U Parser parses a CoNLL-U formatted string into a nested python dictionary"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -1028,6 +1037,55 @@ files = [
     {file = "crcmod-1.7.tar.gz", hash = "sha256:dc7051a0db5f2bd48665a990d3ec1cc305a466a77358ca4492826f41f283601e"},
 ]
 
+[[package]]
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+[package.dependencies]
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+
+[package.extras]
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+pep8test = ["check-sdist", "click", "mypy", "ruff"]
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+test-randomorder = ["pytest-randomly"]
+
 [[package]]
 name = "cycler"
 version = "0.12.1"
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 ]
 
 [[package]]
@@ -1241,13 +1303,13 @@ files = [
 
 [[package]]
 name = "etils"
-version = "1.9.4"
+version = "1.10.0"
 description = "Collection of common python utils"
 optional = false
 python-versions = ">=3.10"
 files = [
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 ]
 
 [package.dependencies]
@@ -1262,7 +1324,7 @@ zipp = {version = "*", optional = true, markers = "extra == \"epath\""}
 [package.extras]
 all = ["etils[array-types]", "etils[eapp]", "etils[ecolab]", "etils[edc]", "etils[enp]", "etils[epath-gcs]", "etils[epath-s3]", "etils[epath]", "etils[epy]", "etils[etqdm]", "etils[etree-dm]", "etils[etree-jax]", "etils[etree-tf]", "etils[etree]"]
 array-types = ["etils[enp]"]
-dev = ["chex", "optree", "pydantic", "pyink", "pylint (>=2.6.0)", "pytest", "pytest-subtests", "pytest-xdist", "tensorflow_datasets", "torch"]
+dev = ["chex", "fiddle", "optree", "pydantic", "pyink", "pylint (>=2.6.0)", "pytest", "pytest-subtests", "pytest-xdist", "tensorflow_datasets", "torch"]
 docs = ["etils[all,dev]", "sphinx-apitree[ext]"]
 eapp = ["absl-py", "etils[epy]", "simple_parsing"]
 ecolab = ["etils[enp]", "etils[epy]", "etils[etree]", "jupyter", "mediapy", "numpy", "packaging", "protobuf"]
@@ -1602,13 +1664,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2024.9.0"
+version = "2024.10.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1652,19 +1714,19 @@ files = [
 
 [[package]]
 name = "gcsfs"
-version = "2024.9.0.post1"
+version = "2024.10.0"
 description = "Convenient Filesystem interface over GCS"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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 decorator = ">4.1.2"
-fsspec = "2024.9.0"
+fsspec = "2024.10.0"
 google-auth = ">=1.2"
 google-auth-oauthlib = "*"
 google-cloud-storage = "*"
@@ -1676,13 +1738,13 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "google-api-core"
-version = "2.20.0"
+version = "2.21.0"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1701,6 +1763,7 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4
 requests = ">=2.18.0,<3.0.0.dev0"
 
 [package.extras]
+async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.dev0)"]
 grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
@@ -1784,13 +1847,13 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.69.0"
+version = "1.70.0"
 description = "Vertex AI API client library"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1820,8 +1883,8 @@ metadata = ["numpy (>=1.15.0)", "pandas (>=1.0.0)"]
 pipelines = ["pyyaml (>=5.3.1,<7)"]
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+    {file = "grpcio-1.65.5-cp39-cp39-win32.whl", hash = "sha256:7a412959aa5f08c5ac04aa7b7c3c041f5e4298cadd4fcc2acff195b56d185ebc"},
+    {file = "grpcio-1.65.5-cp39-cp39-win_amd64.whl", hash = "sha256:55714ea852396ec9568f45f487639945ab674de83c12bea19d5ddbc3ae41ada3"},
+    {file = "grpcio-1.65.5.tar.gz", hash = "sha256:ec6f219fb5d677a522b0deaf43cea6697b16f338cb68d009e30930c4aa0d2209"},
+]
+
+[package.extras]
+protobuf = ["grpcio-tools (>=1.65.5)"]
 
 [[package]]
 name = "grpcio-status"
@@ -2423,6 +2477,23 @@ avro = ["fastavro (>=0.21.19)"]
 dataframe = ["fastavro (>=0.21.19)", "pandas (>=0.14.1)"]
 kerberos = ["requests-kerberos (>=0.7.0)"]
 
+[[package]]
+name = "html5lib-modern"
+version = "1.2"
+description = "HTML parser based on the WHATWG HTML specification"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "html5lib_modern-1.2-py2.py3-none-any.whl", hash = "sha256:3458b6e31525ede4fcaac0ff42d9eeb5efaf755473768103cb56e0275caa8d99"},
+    {file = "html5lib_modern-1.2.tar.gz", hash = "sha256:1fadbfc27ea955431270e4e79a4a4c290ba11c3a3098a95cc22dc73e312a1768"},
+]
+
+[package.extras]
+all = ["chardet (>=2.2.1)", "genshi (>=0.7.1)", "lxml (>=3.4.0)"]
+chardet = ["chardet (>=2.2.1)"]
+genshi = ["genshi (>=0.7.1)"]
+lxml = ["lxml (>=3.4.0)"]
+
 [[package]]
 name = "httpcore"
 version = "1.0.6"
@@ -2513,13 +2584,13 @@ all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2
 
 [[package]]
 name = "imageio"
-version = "2.35.1"
+version = "2.36.0"
 description = "Library for reading and writing a wide range of image, video, scientific, and volumetric data formats."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "imageio-2.35.1-py3-none-any.whl", hash = "sha256:6eb2e5244e7a16b85c10b5c2fe0f7bf961b40fcb9f1a9fd1bd1d2c2f8fb3cd65"},
-    {file = "imageio-2.35.1.tar.gz", hash = "sha256:4952dfeef3c3947957f6d5dedb1f4ca31c6e509a476891062396834048aeed2a"},
+    {file = "imageio-2.36.0-py3-none-any.whl", hash = "sha256:471f1eda55618ee44a3c9960911c35e647d9284c68f077e868df633398f137f0"},
+    {file = "imageio-2.36.0.tar.gz", hash = "sha256:1c8f294db862c256e9562354d65aa54725b8dafed7f10f02bb3ec20ec1678850"},
 ]
 
 [package.dependencies]
@@ -2527,8 +2598,8 @@ numpy = "*"
 pillow = ">=8.3.2"
 
 [package.extras]
-all-plugins = ["astropy", "av", "imageio-ffmpeg", "psutil", "tifffile"]
-all-plugins-pypy = ["av", "imageio-ffmpeg", "psutil", "tifffile"]
+all-plugins = ["astropy", "av", "imageio-ffmpeg", "numpy (>2)", "pillow-heif", "psutil", "rawpy", "tifffile"]
+all-plugins-pypy = ["av", "imageio-ffmpeg", "pillow-heif", "psutil", "tifffile"]
 build = ["wheel"]
 dev = ["black", "flake8", "fsspec[github]", "pytest", "pytest-cov"]
 docs = ["numpydoc", "pydata-sphinx-theme", "sphinx (<6)"]
@@ -2698,18 +2769,15 @@ test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
 
 [[package]]
 name = "isodate"
-version = "0.6.1"
+version = "0.7.2"
 description = "An ISO 8601 date/time/duration parser and formatter"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "isodate-0.6.1-py2.py3-none-any.whl", hash = "sha256:0751eece944162659049d35f4f549ed815792b38793f07cf73381c1c87cbed96"},
-    {file = "isodate-0.6.1.tar.gz", hash = "sha256:48c5881de7e8b0a0d648cb024c8062dc84e7b840ed81e864c7614fd3c127bde9"},
+    {file = "isodate-0.7.2-py3-none-any.whl", hash = "sha256:28009937d8031054830160fce6d409ed342816b543597cece116d966c6d99e15"},
+    {file = "isodate-0.7.2.tar.gz", hash = "sha256:4cd1aa0f43ca76f4a6c6c0292a85f40b35ec2e43e315b59f06e6d32171a953e6"},
 ]
 
-[package.dependencies]
-six = "*"
-
 [[package]]
 name = "isoduration"
 version = "20.11.0"
@@ -2738,6 +2806,64 @@ files = [
 [package.extras]
 colors = ["colorama (>=0.4.6)"]
 
+[[package]]
+name = "jaraco-classes"
+version = "3.4.0"
+description = "Utility functions for Python class constructs"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jaraco.classes-3.4.0-py3-none-any.whl", hash = "sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790"},
+    {file = "jaraco.classes-3.4.0.tar.gz", hash = "sha256:47a024b51d0239c0dd8c8540c6c7f484be3b8fcf0b2d85c13825780d3b3f3acd"},
+]
+
+[package.dependencies]
+more-itertools = "*"
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[[package]]
+name = "jaraco-context"
+version = "6.0.1"
+description = "Useful decorators and context managers"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jaraco.context-6.0.1-py3-none-any.whl", hash = "sha256:f797fc481b490edb305122c9181830a3a5b76d84ef6d1aef2fb9b47ab956f9e4"},
+    {file = "jaraco_context-6.0.1.tar.gz", hash = "sha256:9bae4ea555cf0b14938dc0aee7c9f32ed303aa20a3b73e7dc80111628792d1b3"},
+]
+
+[package.dependencies]
+"backports.tarfile" = {version = "*", markers = "python_version < \"3.12\""}
+
+[package.extras]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["portend", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[[package]]
+name = "jaraco-functools"
+version = "4.1.0"
+description = "Functools like those found in stdlib"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jaraco.functools-4.1.0-py3-none-any.whl", hash = "sha256:ad159f13428bc4acbf5541ad6dec511f91573b90fba04df61dafa2a1231cf649"},
+    {file = "jaraco_functools-4.1.0.tar.gz", hash = "sha256:70f7e0e2ae076498e212562325e805204fc092d7b4c17e0e86c959e249701a9d"},
+]
+
+[package.dependencies]
+more-itertools = "*"
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["jaraco.classes", "pytest (>=6,!=8.1.*)"]
+type = ["pytest-mypy"]
+
 [[package]]
 name = "jax"
 version = "0.4.34"
@@ -2819,6 +2945,21 @@ docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alab
 qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
 testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
+[[package]]
+name = "jeepney"
+version = "0.8.0"
+description = "Low-level, pure Python DBus protocol wrapper."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jeepney-0.8.0-py3-none-any.whl", hash = "sha256:c0a454ad016ca575060802ee4d590dd912e35c122fa04e70306de3d076cce755"},
+    {file = "jeepney-0.8.0.tar.gz", hash = "sha256:5efe48d255973902f6badc3ce55e2aa6c5c3b3bc642059ef3a91247bcfcc5806"},
+]
+
+[package.extras]
+test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
+trio = ["async_generator", "trio"]
+
 [[package]]
 name = "jinja2"
 version = "3.1.4"
@@ -2847,22 +2988,6 @@ files = [
     {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
 ]
 
-[[package]]
-name = "js2py"
-version = "0.74"
-description = "JavaScript to Python Translator & JavaScript interpreter written in 100% pure Python."
-optional = false
-python-versions = "*"
-files = [
-    {file = "Js2Py-0.74-py3-none-any.whl", hash = "sha256:40a508a79e2f8d624e3f2e604f90a1e6f46ac75b416d7f4745939ff4a2e95e09"},
-    {file = "Js2Py-0.74.tar.gz", hash = "sha256:39f3a6aa8469180efba3c8677271df27c31332fd1b471df1af2af58b87b8972f"},
-]
-
-[package.dependencies]
-pyjsparser = ">=2.5.1"
-six = ">=1.10"
-tzlocal = ">=1.2"
-
 [[package]]
 name = "json5"
 version = "0.9.25"
@@ -3225,6 +3350,56 @@ optree = "*"
 packaging = "*"
 rich = "*"
 
+[[package]]
+name = "keyring"
+version = "25.4.1"
+description = "Store and access your passwords safely."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "keyring-25.4.1-py3-none-any.whl", hash = "sha256:5426f817cf7f6f007ba5ec722b1bcad95a75b27d780343772ad76b17cb47b0bf"},
+    {file = "keyring-25.4.1.tar.gz", hash = "sha256:b07ebc55f3e8ed86ac81dd31ef14e81ace9dd9c3d4b5d77a6e9a2016d0d71a1b"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.11.4", markers = "python_version < \"3.12\""}
+"jaraco.classes" = "*"
+"jaraco.context" = "*"
+"jaraco.functools" = "*"
+jeepney = {version = ">=0.4.2", markers = "sys_platform == \"linux\""}
+pywin32-ctypes = {version = ">=0.2.0", markers = "sys_platform == \"win32\""}
+SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+completion = ["shtab (>=1.1.0)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["pyfakefs", "pytest (>=6,!=8.1.*)"]
+type = ["pygobject-stubs", "pytest-mypy", "shtab", "types-pywin32"]
+
+[[package]]
+name = "keyrings-google-artifactregistry-auth"
+version = "1.1.2"
+description = "Keyring backend for Google Auth tokens"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "keyrings.google-artifactregistry-auth-1.1.2.tar.gz", hash = "sha256:bd6abb72740d2dfeb4a5c03c3b105c6f7dba169caa29dee3959694f1f02c77de"},
+    {file = "keyrings.google_artifactregistry_auth-1.1.2-py3-none-any.whl", hash = "sha256:e3f18b50fa945c786593014dc225810d191671d4f5f8e12d9259e39bad3605a3"},
+]
+
+[package.dependencies]
+google-auth = "*"
+keyring = "*"
+pluggy = "*"
+requests = "*"
+
+[package.extras]
+testing = ["pytest (>=3.5,!=3.7.3)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=1.2.3)", "pytest-cov", "pytest-flake8", "pytest-mypy"]
+tox = ["tox"]
+
 [[package]]
 name = "kiwisolver"
 version = "1.4.7"
@@ -3537,72 +3712,72 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
 [[package]]
 name = "markupsafe"
-version = "3.0.1"
+version = "3.0.2"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
 files = [
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 [[package]]
@@ -3766,6 +3941,17 @@ numpy = [
 [package.extras]
 dev = ["absl-py", "pyink", "pylint (>=2.6.0)", "pytest", "pytest-xdist"]
 
+[[package]]
+name = "more-itertools"
+version = "10.5.0"
+description = "More routines for operating on iterables, beyond itertools"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
 [[package]]
 name = "msgpack"
 version = "1.1.0"
@@ -4292,7 +4478,7 @@ test = ["dm-tree (>=0.1.7)", "flax (>=0.5.3)", "scikit-learn", "scipy (>=1.7.1)"
 type = "git"
 url = "https://github.com/google-deepmind/optax.git"
 reference = "main"
-resolved_reference = "d9212fb1232082a3c5241eb37db9d2d12b056841"
+resolved_reference = "85378ad4ce1c19dfd218c65873f8941776c3eaca"
 
 [[package]]
 name = "optree"
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 [[package]]
@@ -4607,13 +4794,13 @@ xml = ["lxml (>=4.9.2)"]
 
 [[package]]
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-version = "0.23.2"
+version = "0.24.0"
 description = "Google BigQuery connector for pandas"
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 [package.dependencies]
@@ -4625,12 +4812,13 @@ google-cloud-bigquery = ">=3.4.2,<4.0.0dev"
 numpy = ">=1.18.1"
 packaging = ">=22.0.0"
 pandas = ">=1.1.4"
-pyarrow = ">=3.0.0"
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 setuptools = "*"
 
 [package.extras]
 bqstorage = ["google-cloud-bigquery-storage (>=2.16.2,<3.0.0dev)"]
+geopandas = ["Shapely (>=1.8.4)", "geopandas (>=0.9.0)"]
 tqdm = ["tqdm (>=4.23.0)"]
 
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 [[package]]
 name = "ptyprocess"
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+optional = false
+python-versions = ">=3.6"
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 python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -5824,24 +6008,25 @@ test = ["pytest (>=3.0)", "pytest-asyncio"]
 
 [[package]]
 name = "rdflib"
-version = "7.0.0"
+version = "7.1.0"
 description = "RDFLib is a Python library for working with RDF, a simple yet powerful language for representing information."
 optional = false
-python-versions = ">=3.8.1,<4.0.0"
+python-versions = "<4.0.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
-isodate = ">=0.6.0,<0.7.0"
+html5lib-modern = ">=1.2,<2.0"
+isodate = {version = ">=0.7.2,<1.0.0", markers = "python_version < \"3.11\""}
 pyparsing = ">=2.1.0,<4"
 
 [package.extras]
 berkeleydb = ["berkeleydb (>=18.1.0,<19.0.0)"]
-html = ["html5lib (>=1.0,<2.0)"]
-lxml = ["lxml (>=4.3.0,<5.0.0)"]
-networkx = ["networkx (>=2.0.0,<3.0.0)"]
+lxml = ["lxml (>=4.3,<6.0)"]
+networkx = ["networkx (>=2,<4)"]
+orjson = ["orjson (>=3.9.14,<4)"]
 
 [[package]]
 name = "redis"
@@ -6045,13 +6230,13 @@ files = [
 
 [[package]]
 name = "rich"
-version = "13.9.2"
+version = "13.9.3"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -6234,7 +6419,7 @@ testing = ["dmvr @ git+https://github.com/google-deepmind/dmvr.git", "lingvo (==
 type = "git"
 url = "https://github.com/google-research/scenic.git"
 reference = "HEAD"
-resolved_reference = "8f58121b1f32467c707161554f4e4fc96923ab9a"
+resolved_reference = "0340172a1ffa97a2cdb02adde7ea6d0ea66e539c"
 
 [[package]]
 name = "scikit-learn"
@@ -6331,6 +6516,21 @@ dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodest
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+[[package]]
+name = "secretstorage"
+version = "3.3.3"
+description = "Python bindings to FreeDesktop.org Secret Service API"
+optional = false
+python-versions = ">=3.6"
+files = [
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+
+[package.dependencies]
+cryptography = ">=2.0"
+jeepney = ">=0.6"
+
 [[package]]
 name = "send2trash"
 version = "1.8.3"
@@ -6349,13 +6549,13 @@ win32 = ["pywin32"]
 
 [[package]]
 name = "setuptools"
-version = "75.1.0"
+version = "75.2.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -6867,18 +7067,18 @@ protobuf = ">=3.20.3,<5"
 
 [[package]]
 name = "tensorflow-metadata"
-version = "1.16.0"
+version = "1.16.1"
 description = "Library and standards for schema and statistics."
 optional = false
 python-versions = "<4,>=3.9"
 files = [
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-protobuf = {version = ">=4.25.2,<5", markers = "python_version >= \"3.11\""}
+protobuf = {version = ">=4.25.2,<6.0.0dev", markers = "python_version >= \"3.11\""}
 
 [[package]]
 name = "tensorstore"
@@ -7124,23 +7324,6 @@ files = [
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 ]
 
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-description = "tzinfo object for the local timezone"
-optional = false
-python-versions = ">=3.8"
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-
-[package.dependencies]
-tzdata = {version = "*", markers = "platform_system == \"Windows\""}
-
-[package.extras]
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-
 [[package]]
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 version = "1.3.0"
@@ -7364,103 +7547,93 @@ tomli = ">=2.0.1"
 
 [[package]]
 name = "yarl"
-version = "1.14.0"
+version = "1.16.0"
 description = "Yet another URL library"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -7602,4 +7775,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.12"
-content-hash = "31cbc4054bd012583598c87e7582eb964b9127fde219c95c942766d7ab8edfff"
+content-hash = "dbfe84bdd9cfee734e37dfc0786d42d2b48990c086e861a07b775043604bcc09"
diff --git a/pyproject.toml b/pyproject.toml
index 9ca1c483..59c65d7f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,7 +12,6 @@ license = "Apache 2.0"
 # See: https://python-poetry.org/docs/managing-dependencies/#dependency-groups
 python = ">=3.10,<3.12"
 absl-py = "^1.4.0"
-ai-edge-litert = "^1.0.0"
 apache-beam = {version = "^2.50.0", extras = ["gcp"]}
 clu = "^0.0.9"
 flax = "^0.8.1"