feat: fixed direct recording to webservice

.gitignore

@@ -0,0 +1,3 @@
+/build
+/dist
+/__pycache__

.idea/.gitignore

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+# Default ignored files
+/shelf/
+/workspace.xml

.idea/fluesterpost.iml

@@ -0,0 +1,12 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="PyDocumentationSettings">
+    <option name="format" value="PLAIN" />
+    <option name="myDocStringFormat" value="Plain" />
+  </component>
+</module>

.idea/inspectionProfiles/profiles_settings.xml

@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

.idea/misc.xml

@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="Black">
+    <option name="sdkName" value="Poetry (fluesterpost)" />
+  </component>
+  <component name="ProjectRootManager" version="2" project-jdk-name="Poetry (fluesterpost)" project-jdk-type="Python SDK" />
+</project>

.idea/modules.xml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/fluesterpost.iml" filepath="$PROJECT_DIR$/.idea/fluesterpost.iml" />
+    </modules>
+  </component>
+</project>

.idea/vcs.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="" vcs="Git" />
+  </component>
+</project>

build/main/warn-main.txt

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+
+This file lists modules PyInstaller was not able to find. This does not
+necessarily mean this module is required for running your program. Python and
+Python 3rd-party packages include a lot of conditional or optional modules. For
+example the module 'ntpath' only exists on Windows, whereas the module
+'posixpath' only exists on Posix systems.
+
+Types if import:
+* top-level: imported at the top-level - look at these first
+* conditional: imported within an if-statement
+* delayed: imported within a function
+* optional: imported within a try-except-statement
+
+IMPORTANT: Do NOT post this list to the issue-tracker. Use it as a basis for
+            tracking down the missing module yourself. Thanks!
+
+missing module named org - imported by pickle (optional)
+missing module named _frozen_importlib_external - imported by importlib._bootstrap (delayed), importlib (optional), importlib.abc (optional), zipimport (top-level)
+excluded module named _frozen_importlib - imported by importlib (optional), importlib.abc (optional), zipimport (top-level)
+missing module named winreg - imported by importlib._bootstrap_external (conditional), mimetypes (optional), urllib.request (delayed, conditional, optional), requests.utils (delayed, conditional, optional), platform (delayed, optional), pygame.sysfont (conditional), torch._appdirs (delayed), distutils._msvccompiler (top-level), pkg_resources._vendor.platformdirs.windows (delayed, optional), pygments.formatters.img (optional), setuptools.msvc (conditional), setuptools._distutils._msvccompiler (top-level), setuptools._distutils.msvc9compiler (top-level), setuptools._distutils.msvccompiler (optional), distutils.msvc9compiler (top-level)
+missing module named nt - imported by os (delayed, conditional, optional), ntpath (optional), shutil (conditional), importlib._bootstrap_external (conditional), ctypes (delayed, conditional)
+missing module named 'org.python' - imported by copy (optional), xml.sax (delayed, conditional)
+missing module named _winapi - imported by encodings (delayed, conditional, optional), ntpath (optional), subprocess (conditional), mimetypes (optional), multiprocessing.connection (optional), multiprocessing.spawn (delayed, conditional), multiprocessing.reduction (conditional), multiprocessing.shared_memory (conditional), multiprocessing.heap (conditional), multiprocessing.popen_spawn_win32 (top-level), asyncio.windows_events (top-level), asyncio.windows_utils (top-level)
+missing module named msvcrt - imported by subprocess (optional), getpass (optional), multiprocessing.spawn (delayed, conditional), multiprocessing.popen_spawn_win32 (top-level), asyncio.windows_events (top-level), asyncio.windows_utils (top-level), colorama.winterm (optional), filelock._windows (conditional)
+missing module named vms_lib - imported by platform (delayed, optional)
+missing module named 'java.lang' - imported by platform (delayed, optional), xml.sax._exceptions (conditional)
+missing module named java - imported by platform (delayed)
+missing module named _winreg - imported by platform (delayed, optional), pygments.formatters.img (optional)
+missing module named win32con - imported by setuptools._distutils.msvccompiler (optional)
+missing module named win32api - imported by torch._appdirs (delayed, conditional, optional), setuptools._distutils.msvccompiler (optional)
+missing module named _scproxy - imported by urllib.request (conditional)
+missing module named 'distutils._log' - imported by setuptools._distutils.command.bdist_dumb (top-level), setuptools._distutils.command.bdist_rpm (top-level), setuptools._distutils.command.build_clib (top-level), setuptools._distutils.command.build_ext (top-level), setuptools._distutils.command.build_py (top-level), setuptools._distutils.command.build_scripts (top-level), setuptools._distutils.command.clean (top-level), setuptools._distutils.command.config (top-level), setuptools._distutils.command.install (top-level), setuptools._distutils.command.install_scripts (top-level), setuptools._distutils.command.register (top-level), setuptools._distutils.command.sdist (top-level)
+missing module named usercustomize - imported by site (delayed, optional)
+missing module named sitecustomize - imported by site (delayed, optional)
+missing module named 'docutils.nodes' - imported by setuptools._distutils.command.check (top-level)
+missing module named 'docutils.frontend' - imported by setuptools._distutils.command.check (top-level)
+missing module named 'docutils.parsers' - imported by setuptools._distutils.command.check (top-level)
+missing module named docutils - imported by setuptools._distutils.command.check (top-level)
+missing module named multiprocessing.set_start_method - imported by multiprocessing (top-level), multiprocessing.spawn (top-level)
+missing module named multiprocessing.get_start_method - imported by multiprocessing (top-level), multiprocessing.spawn (top-level)
+missing module named multiprocessing.get_context - imported by multiprocessing (top-level), multiprocessing.pool (top-level), multiprocessing.managers (top-level), multiprocessing.sharedctypes (top-level)
+missing module named multiprocessing.TimeoutError - imported by multiprocessing (top-level), multiprocessing.pool (top-level)
+missing module named multiprocessing.BufferTooShort - imported by multiprocessing (top-level), multiprocessing.connection (top-level)
+missing module named multiprocessing.AuthenticationError - imported by multiprocessing (top-level), multiprocessing.connection (top-level)
+missing module named multiprocessing.RLock - imported by multiprocessing (delayed, conditional, optional), tqdm.std (delayed, conditional, optional)
+missing module named _overlapped - imported by asyncio.windows_events (top-level)
+missing module named asyncio.DefaultEventLoopPolicy - imported by asyncio (delayed, conditional), asyncio.events (delayed, conditional)
+missing module named _manylinux - imported by packaging._manylinux (delayed, optional), setuptools._vendor.packaging._manylinux (delayed, optional), pkg_resources._vendor.packaging._manylinux (delayed, optional)
+missing module named 'setuptools.extern.jaraco' - imported by setuptools._reqs (top-level), setuptools._entry_points (top-level), setuptools.command._requirestxt (top-level), setuptools._vendor.jaraco.text (top-level)
+missing module named setuptools.extern.importlib_resources - imported by setuptools.extern (conditional), setuptools._importlib (conditional), setuptools._vendor.jaraco.text (optional)
+missing module named setuptools.extern.tomli - imported by setuptools.extern (delayed), setuptools.config.pyprojecttoml (delayed)
+missing module named setuptools.extern.importlib_metadata - imported by setuptools.extern (conditional), setuptools._importlib (conditional)
+missing module named setuptools.extern.packaging - imported by setuptools.extern (top-level), setuptools._normalization (top-level), setuptools.command.egg_info (top-level)
+missing module named 'setuptools.extern.more_itertools' - imported by setuptools.dist (top-level), setuptools._itertools (top-level), setuptools._entry_points (top-level), setuptools.config.expand (delayed), setuptools.config.pyprojecttoml (delayed), setuptools.msvc (top-level), setuptools._vendor.jaraco.functools (top-level)
+missing module named jnius - imported by pkg_resources._vendor.platformdirs.android (delayed, optional)
+missing module named platformdirs - imported by pkg_resources._vendor.platformdirs.__main__ (top-level)
+missing module named 'pkg_resources.extern.importlib_resources' - imported by pkg_resources._vendor.jaraco.text (optional)
+missing module named 'pkg_resources.extern.more_itertools' - imported by pkg_resources._vendor.jaraco.functools (top-level)
+missing module named pkg_resources.extern.packaging - imported by pkg_resources.extern (top-level), pkg_resources (top-level)
+missing module named pkg_resources.extern.platformdirs - imported by pkg_resources.extern (top-level), pkg_resources (top-level)
+missing module named 'pkg_resources.extern.jaraco' - imported by pkg_resources (top-level), pkg_resources._vendor.jaraco.text (top-level)
+missing module named 'setuptools.extern.packaging.requirements' - imported by setuptools._reqs (top-level), setuptools._core_metadata (top-level), setuptools.config.setupcfg (top-level), setuptools.command._requirestxt (top-level)
+missing module named 'setuptools.extern.packaging.utils' - imported by setuptools.wheel (top-level)
+missing module named 'setuptools.extern.packaging.tags' - imported by setuptools.wheel (top-level)
+missing module named trove_classifiers - imported by setuptools.config._validate_pyproject.formats (optional)
+missing module named importlib_metadata - imported by pygments.plugin (delayed, optional), setuptools._importlib (delayed, optional), pydantic.version (delayed, conditional), pydantic.plugin._loader (conditional)
+missing module named 'setuptools.extern.packaging.version' - imported by setuptools._core_metadata (top-level), setuptools.depends (top-level), setuptools.dist (top-level), setuptools.config.setupcfg (top-level), setuptools.wheel (top-level)
+missing module named 'setuptools.extern.packaging.specifiers' - imported by setuptools.dist (top-level), setuptools.config.setupcfg (top-level), setuptools.config._apply_pyprojecttoml (delayed)
+missing module named 'setuptools.extern.packaging.markers' - imported by setuptools._core_metadata (top-level), setuptools.dist (top-level), setuptools.config.setupcfg (top-level)
+missing module named 'setuptools.extern.ordered_set' - imported by setuptools.dist (top-level)
+missing module named pyimod02_importers - imported by /home/yannik/.cache/pypoetry/virtualenvs/fluesterpost-4jW3LC84-py3.11/lib/python3.11/site-packages/PyInstaller/hooks/rthooks/pyi_rth_pkgutil.py (delayed), /home/yannik/.cache/pypoetry/virtualenvs/fluesterpost-4jW3LC84-py3.11/lib/python3.11/site-packages/PyInstaller/hooks/rthooks/pyi_rth_pkgres.py (delayed)
+missing module named simplejson - imported by requests.compat (conditional, optional), huggingface_hub.utils._fixes (optional)
+missing module named dummy_threading - imported by requests.cookies (optional)
+missing module named zstandard - imported by urllib3.response (optional), urllib3.util.request (optional), fsspec.compression (optional)
+missing module named brotli - imported by urllib3.response (optional), urllib3.util.request (optional), httpx._compat (optional)
+missing module named brotlicffi - imported by urllib3.response (optional), urllib3.util.request (optional), httpx._compat (optional)
+missing module named socks - imported by urllib3.contrib.socks (optional)
+missing module named cryptography - imported by urllib3.contrib.pyopenssl (top-level), requests (conditional, optional)
+missing module named 'OpenSSL.crypto' - imported by urllib3.contrib.pyopenssl (delayed, conditional)
+missing module named 'cryptography.x509' - imported by urllib3.contrib.pyopenssl (delayed, optional)
+missing module named OpenSSL - imported by urllib3.contrib.pyopenssl (top-level)
+missing module named chardet - imported by requests.compat (optional), requests (optional), requests.packages (optional), pygments.lexer (delayed, conditional, optional)
+missing module named urllib3_secure_extra - imported by urllib3 (optional)
+missing module named 'IPython.display' - imported by tqdm.notebook (conditional, optional), huggingface_hub._login (delayed, optional)
+missing module named 'IPython.html' - imported by tqdm.notebook (conditional, optional)
+missing module named ipywidgets - imported by tqdm.notebook (conditional, optional)
+missing module named setuptools_scm - imported by tqdm.version (optional)
+missing module named 'matplotlib.pyplot' - imported by tqdm.gui (delayed), networkx.drawing.nx_pylab (delayed), triton.testing (delayed)
+missing module named matplotlib - imported by sympy.testing.runtests (delayed, conditional), tqdm.gui (delayed), networkx.drawing.nx_pylab (delayed)
+missing module named 'pandas.core' - imported by tqdm.std (delayed, optional)
+missing module named pandas - imported by tqdm.std (delayed, optional), networkx.convert (delayed, optional), networkx.convert_matrix (delayed), networkx.algorithms.centrality.group (delayed), triton.testing (delayed), torch.utils.data.datapipes.dataframe.dataframe_wrapper (delayed, optional)
+missing module named hf_transfer - imported by huggingface_hub.lfs (delayed, optional), huggingface_hub.file_download (delayed, conditional, optional)
+missing module named _version_meson - imported by numpy.version (optional)
+missing module named _dummy_thread - imported by numpy.core.arrayprint (optional), torch._jit_internal (optional)
+missing module named psutil - imported by numpy.testing._private.utils (delayed, optional), triton.testing (delayed)
+missing module named numpy.core.result_type - imported by numpy.core (delayed), numpy.testing._private.utils (delayed)
+missing module named numpy.core.float_ - imported by numpy.core (delayed), numpy.testing._private.utils (delayed)
+missing module named numpy.core.number - imported by numpy.core (delayed), numpy.testing._private.utils (delayed)
+missing module named numpy.core.object_ - imported by numpy.core (top-level), numpy.linalg.linalg (top-level), numpy.testing._private.utils (delayed)
+missing module named numpy.core.max - imported by numpy.core (delayed), numpy.testing._private.utils (delayed)
+missing module named numpy.core.all - imported by numpy.core (top-level), numpy.linalg.linalg (top-level), numpy.testing._private.utils (delayed)
+missing module named numpy.core.errstate - imported by numpy.core (top-level), numpy.linalg.linalg (top-level), numpy.testing._private.utils (delayed)
+missing module named numpy.core.bool_ - imported by numpy.core (delayed), numpy.testing._private.utils (delayed)
+missing module named numpy.core.inf - imported by numpy.core (delayed), numpy.testing._private.utils (delayed)
+missing module named numpy.core.isnan - imported by numpy.core (top-level), numpy.linalg.linalg (top-level), numpy.testing._private.utils (delayed)
+missing module named numpy.core.array2string - imported by numpy.core (delayed), numpy.testing._private.utils (delayed)
+missing module named numpy.lib.imag - imported by numpy.lib (delayed), numpy.testing._private.utils (delayed)
+missing module named numpy.lib.real - imported by numpy.lib (delayed), numpy.testing._private.utils (delayed)
+missing module named numpy.lib.iscomplexobj - imported by numpy.lib (delayed), numpy.testing._private.utils (delayed)
+missing module named numpy.core.signbit - imported by numpy.core (delayed), numpy.testing._private.utils (delayed)
+missing module named numpy.core.isscalar - imported by numpy.core (delayed), numpy.testing._private.utils (delayed), numpy.lib.polynomial (top-level)
+missing module named win32pdh - imported by numpy.testing._private.utils (delayed, conditional)
+missing module named numpy.core.array - imported by numpy.core (top-level), numpy.linalg.linalg (top-level), numpy.testing._private.utils (top-level), numpy.lib.polynomial (top-level)
+missing module named numpy.core.isnat - imported by numpy.core (top-level), numpy.testing._private.utils (top-level)
+missing module named numpy.core.ndarray - imported by numpy.core (top-level), numpy.testing._private.utils (top-level), numpy.lib.utils (top-level)
+missing module named numpy.core.array_repr - imported by numpy.core (top-level), numpy.testing._private.utils (top-level)
+missing module named numpy.core.arange - imported by numpy.core (top-level), numpy.testing._private.utils (top-level), numpy.fft.helper (top-level)
+missing module named numpy.core.empty - imported by numpy.core (top-level), numpy.linalg.linalg (top-level), numpy.testing._private.utils (top-level), numpy.fft.helper (top-level)
+missing module named numpy.core.float32 - imported by numpy.core (top-level), numpy.testing._private.utils (top-level)
+missing module named numpy.core.intp - imported by numpy.core (top-level), numpy.linalg.linalg (top-level), numpy.testing._private.utils (top-level)
+missing module named numpy.core.linspace - imported by numpy.core (top-level), numpy.lib.index_tricks (top-level)
+missing module named numpy.core.iinfo - imported by numpy.core (top-level), numpy.lib.twodim_base (top-level)
+missing module named numpy.core.transpose - imported by numpy.core (top-level), numpy.lib.function_base (top-level)
+missing module named numpy.core.asarray - imported by numpy.core (top-level), numpy.linalg.linalg (top-level), numpy.lib.utils (top-level), numpy.fft._pocketfft (top-level), numpy.fft.helper (top-level)
+missing module named numpy.core.integer - imported by numpy.core (top-level), numpy.fft.helper (top-level)
+missing module named numpy.core.sqrt - imported by numpy.core (top-level), numpy.linalg.linalg (top-level), numpy.fft._pocketfft (top-level)
+missing module named numpy.core.conjugate - imported by numpy.core (top-level), numpy.fft._pocketfft (top-level)
+missing module named numpy.core.swapaxes - imported by numpy.core (top-level), numpy.linalg.linalg (top-level), numpy.fft._pocketfft (top-level)
+missing module named numpy.core.zeros - imported by numpy.core (top-level), numpy.linalg.linalg (top-level), numpy.fft._pocketfft (top-level)
+missing module named _ufunc - imported by numpy._typing (conditional)
+missing module named numpy.core.reciprocal - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.sort - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.argsort - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.sign - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.count_nonzero - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.divide - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.matmul - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.asanyarray - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.atleast_2d - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.prod - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.amax - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.amin - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.moveaxis - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.geterrobj - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.finfo - imported by numpy.core (top-level), numpy.linalg.linalg (top-level), numpy.lib.polynomial (top-level)
+missing module named numpy.core.isfinite - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.sum - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.multiply - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.add - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.dot - imported by numpy.core (top-level), numpy.linalg.linalg (top-level), numpy.lib.polynomial (top-level)
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+missing module named numpy.core.newaxis - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.complexfloating - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
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+missing module named numpy.core.cdouble - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.csingle - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.double - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.single - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.intc - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named numpy.core.empty_like - imported by numpy.core (top-level), numpy.linalg.linalg (top-level)
+missing module named threadpoolctl - imported by numpy.lib.utils (delayed, optional)
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+missing module named numpy.core.ones - imported by numpy.core (top-level), numpy.lib.polynomial (top-level)
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+missing module named numpy.number - imported by numpy (top-level), numpy._typing._array_like (top-level)
+missing module named numpy.complexfloating - imported by numpy (top-level), numpy._typing._array_like (top-level)
+missing module named numpy.floating - imported by numpy (top-level), numpy._typing._array_like (top-level)
+missing module named numpy.integer - imported by numpy (top-level), numpy._typing._array_like (top-level), numpy.ctypeslib (top-level)
+missing module named numpy.unsignedinteger - imported by numpy (top-level), numpy._typing._array_like (top-level)
+missing module named numpy.bool_ - imported by numpy (top-level), numpy._typing._array_like (top-level), numpy.ma.core (top-level), numpy.ma.mrecords (top-level)
+missing module named numpy.generic - imported by numpy (top-level), numpy._typing._array_like (top-level)
+missing module named numpy.dtype - imported by numpy (top-level), numpy._typing._array_like (top-level), numpy.array_api._typing (top-level), numpy.ma.mrecords (top-level), numpy.ctypeslib (top-level)
+missing module named numpy.ndarray - imported by numpy (top-level), numpy._typing._array_like (top-level), numpy.ma.core (top-level), numpy.ma.extras (top-level), numpy.lib.recfunctions (top-level), numpy.ma.mrecords (top-level), numpy.ctypeslib (top-level), pygame.surfarray (top-level)
+missing module named numpy.ufunc - imported by numpy (top-level), numpy._typing (top-level), numpy.testing.overrides (top-level)
+missing module named numpy.histogramdd - imported by numpy (delayed), numpy.lib.twodim_base (delayed)
+missing module named tensorflow - imported by ctranslate2.converters.openai_gpt2 (delayed), huggingface_hub.keras_mixin (delayed, conditional)
+missing module named PIL - imported by sympy.plotting.pygletplot.plot (delayed), networkx.drawing.nx_agraph (delayed, conditional), huggingface_hub.inference._common (delayed, conditional), huggingface_hub.inference._types (conditional), huggingface_hub.inference._client (conditional), huggingface_hub.inference._generated._async_client (conditional), huggingface_hub.inference_api (delayed, conditional), pygments.formatters.img (optional)
+missing module named email_validator - imported by pydantic.networks (delayed, conditional, optional)
+missing module named pydantic.BaseModel - imported by pydantic (conditional), pydantic.deprecated.copy_internals (delayed, conditional), pydantic._internal._generate_schema (delayed, conditional), huggingface_hub._webhooks_payload (top-level)
+missing module named rich - imported by httpx._main (top-level), pydantic._internal._core_utils (delayed)
+missing module named pydantic.PydanticSchemaGenerationError - imported by pydantic (delayed, conditional), pydantic.functional_validators (delayed, conditional)
+missing module named aiohttp - imported by huggingface_hub.inference._common (delayed, conditional)
+missing module named dl - imported by setuptools.command.build_ext (conditional, optional)
+missing module named Cython - imported by setuptools.command.build_ext (optional)
+missing module named 'win32com.shell' - imported by torch._appdirs (conditional, optional)
+missing module named 'com.sun' - imported by torch._appdirs (delayed, conditional, optional)
+missing module named com - imported by torch._appdirs (delayed)
+missing module named win32com - imported by torch._appdirs (delayed)
+missing module named torch.nn.Module - imported by torch.nn (top-level), torch.optim.swa_utils (top-level), torch.jit._recursive (top-level), torch.jit._script (top-level), torch.jit._trace (top-level), torch.distributed.nn.api.remote_module (top-level), torch._dynamo.mutation_guard (top-level), torch.fx.passes.utils.common (top-level), torch.ao.quantization.fake_quantize (top-level)
+missing module named pydot - imported by networkx.drawing.nx_pydot (delayed), torch.fx.passes.graph_drawer (optional)
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+missing module named 'matplotlib.cm' - imported by networkx.drawing.nx_pylab (delayed)
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+missing module named 'matplotlib.colors' - imported by networkx.drawing.nx_pylab (delayed)
+missing module named 'matplotlib.collections' - imported by networkx.drawing.nx_pylab (delayed)
+missing module named scipy - imported by sympy.functions.special.bessel (delayed, conditional), networkx.convert (delayed, optional), networkx.convert_matrix (delayed), networkx.generators.geometric (delayed, optional), networkx.algorithms.assortativity.correlation (delayed), networkx.algorithms.centrality.flow_matrix (delayed), networkx.algorithms.centrality.eigenvector (delayed), networkx.algorithms.centrality.subgraph_alg (delayed), networkx.algorithms.centrality.laplacian (delayed), networkx.algorithms.communicability_alg (delayed), networkx.algorithms.distance_measures (delayed), networkx.algorithms.link_analysis.hits_alg (delayed), networkx.algorithms.link_analysis.pagerank_alg (delayed), networkx.algorithms.similarity (delayed), networkx.algorithms.approximation.traveling_salesman (delayed), networkx.algorithms.bipartite.matrix (delayed), networkx.algorithms.bipartite.matching (delayed), networkx.algorithms.bipartite.spectral (delayed), networkx.algorithms.node_classification (delayed), networkx.generators.random_graphs (delayed, conditional), networkx.generators.spectral_graph_forge (delayed), networkx.linalg.attrmatrix (delayed), networkx.linalg.spectrum (delayed), networkx.linalg.graphmatrix (delayed), networkx.linalg.laplacianmatrix (delayed), networkx.linalg.algebraicconnectivity (delayed, conditional), networkx.linalg.bethehessianmatrix (delayed), networkx.drawing.layout (delayed)
+missing module named 'sage.interfaces' - imported by sympy.core.basic (delayed)
+missing module named gmpy2 - imported by mpmath.libmp.backend (conditional, optional), sympy.polys.domains.groundtypes (conditional), sympy.ntheory.primetest (delayed, conditional), sympy.testing.runtests (delayed, conditional)
+missing module named 'sage.libs' - imported by mpmath.libmp.backend (conditional, optional), mpmath.libmp.libelefun (conditional, optional), mpmath.libmp.libmpf (conditional, optional), mpmath.libmp.libmpc (conditional, optional), mpmath.libmp.libhyper (delayed, conditional), mpmath.ctx_mp (conditional)
+missing module named sage - imported by mpmath.libmp.backend (conditional, optional)
+missing module named gmpy - imported by mpmath.libmp.backend (conditional, optional), sympy.testing.runtests (delayed, conditional)
+missing module named 'scipy.special' - imported by sympy.functions.special.bessel (delayed, conditional, optional), networkx.generators.community (delayed, optional)
+missing module named pysat - imported by sympy.logic.algorithms.minisat22_wrapper (delayed)
+missing module named pycosat - imported by sympy.logic.algorithms.pycosat_wrapper (delayed)
+missing module named 'sage.all' - imported by sympy.core.function (delayed)
+missing module named mpl_toolkits - imported by mpmath.visualization (delayed)
+missing module named pylab - imported by mpmath.visualization (delayed, conditional)
+missing module named pyglet - imported by sympy.plotting.pygletplot.plot (optional), sympy.plotting.pygletplot.plot_axes (top-level), sympy.printing.preview (delayed, conditional, optional), sympy.testing.runtests (delayed, conditional)
+missing module named all - imported by sympy.testing.runtests (delayed, optional)
+missing module named 'IPython.Shell' - imported by sympy.interactive.session (delayed, conditional)
+missing module named 'IPython.frontend' - imported by sympy.interactive.printing (delayed, conditional, optional), sympy.interactive.session (delayed, conditional)
+missing module named 'IPython.terminal' - imported by sympy.interactive.printing (delayed, conditional, optional), sympy.interactive.session (delayed, conditional)
+missing module named IPython - imported by sympy.interactive.printing (delayed, conditional, optional), sympy.interactive.session (delayed, conditional, optional)
+missing module named 'IPython.iplib' - imported by sympy.interactive.printing (delayed, optional)
+missing module named 'IPython.core' - imported by sympy.interactive.printing (delayed, optional)
+missing module named 'pyglet.gl' - imported by sympy.plotting.pygletplot.plot_axes (top-level), sympy.plotting.pygletplot.util (top-level), sympy.plotting.pygletplot.plot_window (top-level), sympy.plotting.pygletplot.plot_camera (top-level), sympy.plotting.pygletplot.plot_rotation (top-level), sympy.plotting.pygletplot.plot_curve (top-level), sympy.plotting.pygletplot.plot_mode_base (top-level), sympy.plotting.pygletplot.plot_surface (top-level)
+missing module named 'pyglet.window' - imported by sympy.plotting.pygletplot.managed_window (top-level), sympy.plotting.pygletplot.plot_controller (top-level), sympy.printing.preview (delayed, optional)
+missing module named 'pyglet.clock' - imported by sympy.plotting.pygletplot.managed_window (top-level)
+missing module named 'pyglet.image' - imported by sympy.printing.preview (delayed, optional)
+missing module named lxml - imported by sympy.utilities.mathml (delayed)
+missing module named py - imported by mpmath.tests.runtests (delayed, conditional)
+missing module named 'lxml.etree' - imported by networkx.readwrite.graphml (delayed, optional)
+missing module named pytest - imported by networkx.utils.backends (delayed, conditional, optional)
+missing module named foo - imported by torch._functorch.compilers (delayed)
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+missing module named torch.distributed.ReduceOp - imported by torch.distributed (top-level), torch.distributed.nn.functional (top-level)
+missing module named torch.distributed.group - imported by torch.distributed (top-level), torch.distributed.nn.functional (top-level), torch.distributed.algorithms.model_averaging.utils (top-level)
+missing module named 'torch._C._distributed_c10d' - imported by torch.distributed (conditional), torch.distributed.distributed_c10d (top-level), torch.distributed.rpc (conditional), torch.distributed._shard.sharded_tensor.reshard (top-level), torch.distributed._shard.sharding_spec.chunk_sharding_spec_ops.embedding_bag (top-level), torch.distributed.constants (top-level)
+missing module named torchvision - imported by torch._inductor.utils (delayed, optional)
+missing module named 'triton._C.libtriton.triton' - imported by triton.impl (top-level), triton.compiler (top-level), triton.testing (top-level), triton.language.semantic (top-level), triton.language.core (top-level), triton.ops.matmul_perf_model (top-level), torch._inductor.triton_ops.conv_perf_model (delayed)
+missing module named 'triton._C.libtriton.cutlass' - imported by triton.testing (optional)
+missing module named 'torch._C._dynamo' - imported by torch._dynamo.eval_frame (conditional), torch._dynamo.types (conditional)
+missing module named 'torch._C._distributed_autograd' - imported by torch.distributed.autograd (conditional)
+missing module named 'torch._C._distributed_rpc' - imported by torch.distributed.rpc (conditional), torch.distributed.rpc.api (top-level), torch.distributed.rpc.internal (top-level), torch.distributed.rpc.constants (top-level), torch.distributed.rpc.options (top-level), torch._jit_internal (conditional)
+missing module named torchdistx - imported by torch.distributed.fsdp._init_utils (optional)
+missing module named transformers - imported by torch._dynamo.variables.dicts (delayed), torch._dynamo.variables.torch (optional), ctranslate2.converters.transformers (optional)
+missing module named 'transformers.configuration_utils' - imported by torch._dynamo.variables.dicts (delayed, optional)
+missing module named 'transformers.file_utils' - imported by torch._dynamo.variables.dicts (delayed, optional)
+missing module named 'torch._prims.wrappers' - imported by torch._dynamo.skipfiles (optional)
+missing module named 'torch._prims.utils' - imported by torch._dynamo.skipfiles (optional)
+missing module named dill - imported by torch._dynamo.replay_record (optional), torch.utils.data._utils.serialization (optional), torch.utils.data.graph (delayed, conditional, optional), torch.utils.data.datapipes.datapipe (optional)
+missing module named tabulate - imported by torch._dynamo.utils (delayed, optional), torch._dynamo.backends.distributed (delayed, optional), torch.fx.graph (delayed, optional)
+missing module named win32evtlog - imported by logging.handlers (delayed, optional)
+missing module named win32evtlogutil - imported by logging.handlers (delayed, optional)
+missing module named 'torch._C._jit_tree_views' - imported by torch._sources (top-level), torch.jit.frontend (top-level)
+missing module named 'torch._C._functorch' - imported by torch._functorch.pyfunctorch (top-level), torch._functorch.vmap (top-level), torch._functorch.utils (top-level), torch._functorch.eager_transforms (top-level), torch._functorch.autograd_function (top-level)
+missing module named astunparse - imported by torch.jit.frontend (optional)
+missing module named 'monkeytype.tracing' - imported by torch.jit._monkeytype_config (optional)
+missing module named 'monkeytype.config' - imported by torch.jit._monkeytype_config (optional)
+missing module named 'monkeytype.db' - imported by torch.jit._monkeytype_config (optional)
+missing module named monkeytype - imported by torch.jit._monkeytype_config (optional)
+missing module named 'torch._C._autograd' - imported by torch.profiler (top-level), torch.profiler._memory_profiler (top-level), torch.autograd (top-level)
+missing module named 'scipy.io' - imported by torch.utils.data.datapipes.utils.decoder (delayed, optional)
+missing module named torchaudio - imported by torch.utils.data.datapipes.utils.decoder (delayed, optional)
+missing module named 'torchvision.io' - imported by torch.utils.data.datapipes.utils.decoder (delayed, optional)
+missing module named 'PIL.Image' - imported by torch.utils.data.datapipes.utils.decoder (delayed, optional)
+missing module named torcharrow - imported by torch.utils.data.datapipes.iter.callable (delayed, conditional, optional)
+missing module named torch.Generator - imported by torch (top-level), torch.utils.data.dataset (top-level)
+missing module named torch.randperm - imported by torch (top-level), torch.utils.data.dataset (top-level)
+missing module named torch.default_generator - imported by torch (top-level), torch.utils.data.dataset (top-level)
+missing module named beartype - imported by torch.onnx._internal._beartype (optional)
+missing module named onnx - imported by torch.onnx._internal.onnx_proto_utils (delayed, optional)
+missing module named 'torch._C._onnx' - imported by torch.onnx (top-level), torch.onnx._globals (top-level), torch.onnx.symbolic_helper (top-level), torch.onnx.symbolic_opset9 (top-level), torch.onnx.symbolic_opset10 (top-level), torch.onnx.utils (top-level), torch.onnx.symbolic_opset13 (top-level)
+missing module named torch.multiprocessing._prctl_pr_set_pdeathsig - imported by torch.multiprocessing (top-level), torch.multiprocessing.spawn (top-level)
+missing module named pynvml - imported by torch.cuda (delayed, optional), torch.cuda.memory (delayed, optional)
+missing module named opt_einsum - imported by torch.backends.opt_einsum (optional)
+missing module named 'torch._C._VariableFunctions' - imported by torch (conditional)
+missing module named torch.Size - imported by torch (top-level), torch.nn.modules.normalization (top-level)
+missing module named torch.norm_except_dim - imported by torch (top-level), torch.nn.utils.weight_norm (top-level)
+missing module named torch._weight_norm - imported by torch (top-level), torch.nn.utils.weight_norm (top-level)
+missing module named torch.device - imported by torch (top-level), torch.nn.modules.module (top-level), torch.cuda (top-level), torch.distributed.nn.api.remote_module (top-level)
+missing module named distributed - imported by fsspec.transaction (delayed)
+missing module named lz4 - imported by fsspec.compression (optional)
+missing module named snappy - imported by fsspec.compression (delayed, optional)
+missing module named lzmaffi - imported by fsspec.compression (optional)
+missing module named isal - imported by fsspec.compression (optional)
+missing module named fastai - imported by huggingface_hub.fastai_utils (delayed)
+missing module named toml - imported by huggingface_hub.fastai_utils (delayed, optional)
+missing module named 'fastapi.responses' - imported by huggingface_hub._webhooks_server (top-level)
+missing module named fastapi - imported by huggingface_hub._webhooks_server (top-level)
+missing module named gradio - imported by huggingface_hub._webhooks_server (delayed, conditional)
+missing module named tensorboardX - imported by huggingface_hub._tensorboard_logger (conditional)
+missing module named 'ipywidgets.widgets' - imported by huggingface_hub._login (delayed, optional)
+missing module named 'InquirerPy.separator' - imported by huggingface_hub.commands.delete_cache (optional)
+missing module named 'InquirerPy.base' - imported by huggingface_hub.commands.delete_cache (optional)
+missing module named InquirerPy - imported by huggingface_hub.commands.delete_cache (optional)
+missing module named build_and_package_info - imported by onnxruntime.capi.onnxruntime_validation (delayed, conditional, optional)
+missing module named 'onnxruntime.training' - imported by onnxruntime.capi.onnxruntime_validation (delayed, optional)
+missing module named onnxruntime.capi.version_info - imported by onnxruntime.capi (conditional), onnxruntime.capi._pybind_state (conditional)
+missing module named sentencepiece_model_pb2 - imported by tokenizers.implementations.sentencepiece_unigram (delayed, optional)
+missing module named 'opennmt.utils' - imported by ctranslate2.converters.opennmt_tf (delayed)
+missing module named opennmt - imported by ctranslate2.converters.opennmt_tf (delayed)
+missing module named 'fairseq.utils' - imported by ctranslate2.converters.fairseq (delayed, conditional)
+missing module named fairseq - imported by ctranslate2.converters.fairseq (delayed)
+missing module named OpenGL - imported by pygame (delayed)
+missing module named pygame.register_quit - imported by pygame (top-level), pygame.fastevent (top-level)
+missing module named pygame.error - imported by pygame (top-level), pygame.fastevent (top-level)
+missing module named 'pygame.overlay' - imported by pygame (optional)
+missing module named 'pygame.cdrom' - imported by pygame (conditional, optional)
+missing module named wsaccel - imported by websocket._utils (optional)
+missing module named 'python_socks._types' - imported by websocket._http (optional)
+missing module named 'python_socks._errors' - imported by websocket._http (optional)
+missing module named python_socks - imported by websocket._http (optional)
+missing module named 'wsaccel.xormask' - imported by websocket._abnf (optional)
+missing module named jwt - imported by oauthlib.common (delayed), oauthlib.oauth2.rfc6749.clients.service_application (delayed)
+missing module named blinker - imported by oauthlib.signals (optional)
+missing module named 'rich.table' - imported by httpx._main (top-level)
+missing module named 'rich.syntax' - imported by httpx._main (top-level)
+missing module named 'rich.progress' - imported by httpx._main (top-level)
+missing module named 'rich.markup' - imported by httpx._main (top-level)
+missing module named pygments.lexers.PrologLexer - imported by pygments.lexers (top-level), pygments.lexers.cplint (top-level)
+missing module named ctags - imported by pygments.formatters.html (optional)
+missing module named trio - imported by httpx._utils (delayed, conditional), httpx._transports.asgi (delayed, conditional), httpcore._synchronization (optional), httpcore._backends.trio (top-level)
+missing module named 'trio.testing' - imported by anyio._backends._trio (delayed)
+missing module named exceptiongroup - imported by anyio._core._sockets (conditional), anyio._backends._asyncio (conditional), anyio._backends._trio (conditional)
+missing module named 'trio.to_thread' - imported by anyio._backends._trio (top-level)
+missing module named 'trio.socket' - imported by anyio._backends._trio (top-level)
+missing module named outcome - imported by anyio._backends._trio (top-level)
+missing module named 'trio.lowlevel' - imported by anyio._backends._trio (top-level)
+missing module named 'trio.from_thread' - imported by anyio._backends._trio (top-level)
+missing module named uvloop - imported by anyio._backends._asyncio (delayed, conditional)
+missing module named curio - imported by sniffio._impl (delayed, conditional), httpx._utils (delayed, conditional)
+missing module named _typeshed - imported by anyio._core._fileio (conditional), httpx._transports.wsgi (conditional)
+missing module named socksio - imported by httpcore._sync.socks_proxy (top-level), httpcore._async.socks_proxy (top-level), httpx._transports.default (delayed, conditional, optional)
+missing module named 'h2.settings' - imported by httpcore._sync.http2 (top-level), httpcore._async.http2 (top-level)
+missing module named 'h2.exceptions' - imported by httpcore._sync.http2 (top-level), httpcore._async.http2 (top-level)
+missing module named 'h2.events' - imported by httpcore._sync.http2 (top-level), httpcore._async.http2 (top-level)
+missing module named 'h2.connection' - imported by httpcore._sync.http2 (top-level), httpcore._async.http2 (top-level)
+missing module named h2 - imported by httpcore._sync.http2 (top-level), httpx._client (delayed, conditional, optional)
+missing module named 'h2.config' - imported by httpcore._async.http2 (top-level)
+missing module named click - imported by httpx._main (top-level)
+missing module named '_typeshed.wsgi' - imported by httpx._transports.wsgi (conditional)
+missing module named 'six.moves.urllib'.parse - imported by 'six.moves.urllib' (top-level), repath (top-level)
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+missing module named 'six.moves.urllib' - imported by 'six.moves.urllib' (top-level)
+missing module named StringIO - imported by six (conditional)

main.py

@@ -1,6 +1,10 @@
 import os
 import pprint
 import traceback
+import typing
+
+import requests.exceptions
+import validators
 
 import utils
 import flet as ft
@@ -10,30 +14,154 @@ from typing import DefaultDict
 import pygame
 
 import nn_model_manager as mm
+import whisper_webservice_interface
+
+import wave
+import sys
+import pyaudio
+
+
+# === TEMP ===
+import logging
+
+logging.basicConfig()
+logging.getLogger("faster_whisper").setLevel(logging.DEBUG)
+
+# === END ===
+
+
+# globals
+transcribe_ready: bool = False
+recording: bool = False
+rec_stream: pyaudio.Stream | None = None
+sound_chunks = []
+recorded_audio = []
+
+# AUDIO stuff
+REC_CHUNK = 1024
+REC_FORMAT = pyaudio.paInt16
+REC_CHANNELS = 1
+REC_RATE = 16000
+REC_RECORD_SECONDS = 5
 
 
 def main(page):
     pygame.mixer.init()
 
-    first_name = ft.Ref[ft.TextField]()
-    last_name = ft.Ref[ft.TextField]()
-    greetings = ft.Ref[ft.Column]()
+    # get audio device names
+    p = pyaudio.PyAudio()
+
+    capture_devices = [(i, p.get_device_info_by_index(i)['name']) for i in range(p.get_device_count()) if
+                       p.get_device_info_by_index(i)['maxInputChannels'] > 0]
+
+    record_button = ft.Ref[ft.IconButton]()
+    mic_select = ft.Ref[ft.Dropdown]()
 
     file_tree = ft.Ref[ft.Column]()
     file_tree_empty_text = ft.Ref[ft.Text]()
-    
-    load_model_text = ft.Ref[ft.Text]()
+
+    # mode select
+    current_mode_select = ft.Ref[ft.Dropdown]()
+    current_mode_info_text = ft.Ref[ft.Text]()
+    processing_spinner = ft.Ref[ft.ProgressRing]()
+
+    # local model mode
     model_size_select = ft.Ref[ft.Dropdown]()
     model_device_select = ft.Ref[ft.Dropdown]()
     # model_bits_select = ft.Ref[ft.Dropdown]()
     model_load_unload_button = ft.Ref[ft.IconButton]()
-    model_loading_spinner = ft.Ref[ft.ProgressRing]()
-    
+
+    # docker whisper webservice mode
+    whisper_webservice_url_input = ft.Ref[ft.TextField]()
+
     transcribe_buttons: list[ft.Ref[ft.IconButton]] = []
-    
+
     output_text_container = ft.Ref[ft.Container]()
     output_text_col = ft.Ref[ft.Column]()
 
+    def transcribe(fileOrBytes: str | bytes):
+        print(f"DEBUG: trying to transcribe audio {fileOrBytes if isinstance(fileOrBytes, str) else f'with len {len(fileOrBytes)}'}")
+
+        # === LOCAL MODEL CODE ===
+        if current_mode_select.current.value == 'local':
+            if not mm.is_model_loaded() or (isinstance(fileOrBytes, str) and not fileOrBytes.endswith('.mp3')):
+                print("DEBUG: can't transcribe a non-MP3 file or while no model is loaded")
+                return
+
+            print(f"DEBUG: starting transcription")
+            output_text_container.current.alignment = ft.alignment.center
+            output_text_col.current.controls = [ft.ProgressRing()]
+
+            # set all transcribe buttons to disabled
+            for btn in transcribe_buttons:
+                btn.current.disabled = True
+            page.update()
+
+            try:
+                if isinstance(fileOrBytes, str):
+                    segments, info = mm.transcribe_from_file(fileOrBytes)
+                else:
+                    segments, info = mm.transcribe_from_i16_audio(fileOrBytes)
+
+                txt = ''
+
+                for seg in segments:
+                    txt += seg.text + '\n'
+
+                output_text_container.current.alignment = ft.alignment.top_left
+                output_text_col.current.controls = [ft.Text(txt, selectable=True)]  # TODO
+
+            except Exception as e:
+                output_text_container.current.alignment = ft.alignment.center
+                output_text_col.current.controls = [ft.Text(f"Transcribing failed: {str(e)}")]  # TODO
+
+            finally:
+                # set all transcribe buttons to disabled
+                for btn in transcribe_buttons:
+                    btn.current.disabled = False
+                page.update()
+
+        # === WEBSERVICE MODE CODE ===
+        elif current_mode_select.current.value == 'webservice':
+            url = whisper_webservice_url_input.current.value
+            print(f"DEBUG: starting web transcription")
+            if validators.url(url, simple_host=True):
+
+                output_text_container.current.alignment = ft.alignment.center
+                output_text_col.current.controls = [ft.ProgressRing()]
+                # set all transcribe buttons to disabled
+                for btn in transcribe_buttons:
+                    btn.current.disabled = True
+                page.update()
+
+                try:
+                    print(f'DEBUG: sending web request...')
+                    code, text = whisper_webservice_interface.send_asr_request(url, fileOrBytes, task="transcribe")
+                except requests.exceptions.RequestException as e:
+                    output_text_container.current.alignment = ft.alignment.center
+                    print(f'web transcription failed: {str(e)}')
+                    output_text_col.current.controls = \
+                        [ft.Text(f"HTTP Request to {url}/asr failed. Reason:\n{str(e)}")]
+                    # set all transcribe buttons to enabled
+                    for btn in transcribe_buttons:
+                        btn.current.disabled = False
+                    page.update()
+                    return
+
+                # set all transcribe buttons to enabled
+                for btn in transcribe_buttons:
+                    btn.current.disabled = False
+
+                if code == 200:
+                    output_text_container.current.alignment = ft.alignment.top_left
+                    output_text_col.current.controls = [ft.Text(text, selectable=True)]
+                else:
+                    output_text_container.current.alignment = ft.alignment.center
+                    output_text_col.current.controls = \
+                        [ft.Text(f"HTTP Request to {url}/asr failed ({code}):\n{text}")]
+
+                page.update()
+
     def generate_file_tree(path: str, tree_dict: dict | DefaultDict):
         if path[-1] == os.sep:
             path = path[:-1]
@@ -67,7 +195,7 @@ def main(page):
 
         for file in tree_dict[utils.FILES_KEY]:
             control = [ft.Text(file)]
-            
+
             if not file.endswith('.mp3'):
                 continue
 
@@ -99,49 +227,19 @@ def main(page):
             _button_ref = ft.Ref[ft.IconButton]()
 
             control.append(ft.IconButton(icon=ft.icons.PLAY_CIRCLE_OUTLINED, ref=_button_ref,
-                                on_click=lambda _, f=full_file_path, r=_button_ref: start_playing(f, r)))
-            
-            def transcribe(filepath: str):
-                print(f"DEBUG: trying to transcribe file {filepath}")
-                if not mm.is_model_loaded() or not filepath.endswith('.mp3'):
-                    return
-                
-                print(f"DEBUG: starting transcription")
-                output_text_container.current.alignment = ft.alignment.center
-                output_text_col.current.controls = [ft.ProgressRing()]
-                
-                # set all transcribe buttons to disabled
-                for btn in transcribe_buttons:
-                    btn.current.disabled = True
-                page.update()
-                
-                try:
-                    segments, info = mm.transcribe_from_file(filepath)
-                    
-                    txt = ''
-                    
-                    for seg in segments:
-                        txt += seg.text + '\n'
-                    
-                    output_text_container.current.alignment = ft.alignment.top_left
-                    output_text_col.current.controls = [ft.Text(txt, selectable=True)]  # TODO
-                        
-                except Exception as e:
-                    output_text_container.current.alignment = ft.alignment.center
-                    output_text_col.current.controls = [ft.Text(f"Transcribing failed: {str(e)}")]  # TODO
-                    
-                finally:
-                    # set all transcribe buttons to disabled
-                    for btn in transcribe_buttons:
-                        btn.current.disabled = False
-                    page.update()
-                    
-                
+                                         on_click=lambda _, f=full_file_path, r=_button_ref: start_playing(f, r)))
+
             transcribe_button_ref = ft.Ref[ft.IconButton]()
-            
-            control.append(ft.IconButton(icon=ft.icons.FORMAT_ALIGN_LEFT, disabled=not mm.is_model_loaded(), ref=transcribe_button_ref,
+
+            # check enabled
+            enabled = (current_mode_select.current.value == 'local' and mm.is_model_loaded()) or (
+                    current_mode_select.current.value == 'webservice' and
+                    validators.url(whisper_webservice_url_input.current.value, simple_host=True))
+
+            control.append(ft.IconButton(icon=ft.icons.FORMAT_ALIGN_LEFT, disabled=not enabled,
+                                         ref=transcribe_button_ref,
                                          on_click=lambda _, f=full_file_path: transcribe(f)))
-            
+
             transcribe_buttons.append(transcribe_button_ref)
 
             files_controls.append(ft.Row(control))
@@ -155,15 +253,6 @@ def main(page):
         ]
         )
 
-    def btn_click(e):
-        greetings.current.controls.append(
-            ft.Text(f"Hello, {first_name.current.value} {last_name.current.value}!")
-        )
-        first_name.current.value = ""
-        last_name.current.value = ""
-        page.update()
-        first_name.current.focus()
-
     def on_dialog_result(e: ft.FilePickerResultEvent):
         path = e.path
         if path:
@@ -182,18 +271,58 @@ def main(page):
                     page.update()
             except e:
                 print("didn't work aaa")  # TODO: fix
-    
-    def load_model():
-        
-        load_model_text.current.value = 'Loading... This may take a while.'
-        
-        model_size_select.current.disabled = True
-        model_device_select.current.disabled = True
-        # model_bits_select.current.disabled = True
-        model_load_unload_button.current.disabled = True
-        model_loading_spinner.current.visible = True
+
+    def mode_select():
+        global transcribe_ready
+        if mm.is_model_loaded():
+            print("BUG: cannot change mode while model is loaded!")
+            return
+
+        next_mode = current_mode_select.current.value
+        if next_mode == 'local':
+            # enable model selects & loads
+            model_size_select.current.visible = True
+            model_device_select.current.visible = True
+            model_load_unload_button.current.visible = True
+            model_size_select.current.disabled = False
+            model_device_select.current.disabled = False
+
+            whisper_webservice_url_input.current.visible = False
+
+            for btn in transcribe_buttons:
+                btn.current.disabled = True
+
+            set_transcribe_ready(False)
+
+        elif next_mode == 'webservice':
+            # enable model selects & loads
+            model_size_select.current.visible = False
+            model_device_select.current.visible = False
+            model_load_unload_button.current.visible = False
+            model_size_select.current.disabled = True
+            model_device_select.current.disabled = True
+            model_load_unload_button.current.disabled = True
+            current_mode_info_text.current.value = 'Input the URL of the onerahmet/openai-whisper-asr-webservice docker container'
+
+            whisper_webservice_url_input.current.visible = True
+            whisper_webservice_url_input.current.disabled = False
+
+            on_url_input(None)
+
+
+        else:
+            raise Exception(f'BUG: Impossible mode {next_mode} received!')
+
         page.update()
-        
+        page.client_storage.set('selected_mode', next_mode)
+
+    def load_model():
+        current_mode_info_text.current.value = 'Loading... This may take a while.'
+
+        page.update()
+
+        paralyze_ui()
+
         try:
             mm.set_model(
                 size=model_size_select.current.value or 'base',
@@ -203,55 +332,165 @@ def main(page):
         except Exception as e:
             print(f"loading model failed. Exception: {str(e)}")
             print(traceback.format_exc())
-            load_model_text.current.value = f'Loading failed. Reason:\n{str(e)}'
-            model_size_select.current.disabled = False
-            model_device_select.current.disabled = False
-            # model_bits_select.current.disabled = False
-            
+            current_mode_info_text.current.value = f'Loading failed. Reason:\n{str(e)}'
+            set_transcribe_ready(False)
+
             # raise e
-                
-        model_loading_spinner.current.visible = False
-        model_load_unload_button.current.disabled = False
-            
+
+        processing_spinner.current.visible = False
+
         if mm.is_model_loaded():
-            load_model_text.current.value = f'Loaded.'
-            model_load_unload_button.current.icon = ft.icons.CLOSE
-            model_load_unload_button.current.on_click = lambda _: unload_model()
-            
+            current_mode_info_text.current.value = f'Loaded.'
+
             # if successful, save to shared preferences
             page.client_storage.set('model_size', model_size_select.current.value)
             page.client_storage.set('device_select', model_device_select.current.value)
-            
+
             # set all transcribe buttons to enabled
-            for btn in transcribe_buttons:
-                btn.current.disabled = False
-        
-        page.update()
-            
+            set_transcribe_ready(True)
+        else:
+            set_transcribe_ready(False)
+
     def unload_model():
-        model_load_unload_button.current.disabled = True
-        
         # set all transcribe buttons to disabled
-        for btn in transcribe_buttons:
-            btn.current.disabled = True
-            
-        page.update()
-        
+        paralyze_ui()
+
         if mm.is_model_loaded():
             mm.unload_model()
-            
-        load_model_text.current.value = 'Select parameters, and then load transcription model.'
-        model_size_select.current.disabled = False
-        model_device_select.current.disabled = False
-        # model_bits_select.current.disabled = False
+
+        set_transcribe_ready(False)
+
+    def paralyze_ui(spinner: bool = True, disable_recording_button: bool = True):
+        model_size_select.current.disabled = True
+        model_device_select.current.disabled = True
+        # model_bits_select.current.disabled = True
+        model_load_unload_button.current.disabled = True
+        processing_spinner.current.visible = spinner
+        current_mode_select.current.disabled = True
+
+        record_button.current.disabled = disable_recording_button
+
+        model_load_unload_button.current.icon = ft.icons.CLOSE
         model_load_unload_button.current.disabled = False
-        model_load_unload_button.current.icon = ft.icons.START
-        model_load_unload_button.current.on_click = lambda _: load_model()
-        model_loading_spinner.current.visible = False
+        for btn in transcribe_buttons:
+            btn.current.disabled = True
+        model_load_unload_button.current.disabled = True
         page.update()
-        
-            
-            
+
+    def set_transcribe_ready(rdy: bool):
+        global transcribe_ready
+        transcribe_ready = rdy
+
+        if transcribe_ready:
+            for btn in transcribe_buttons:
+                btn.current.disabled = False
+            model_size_select.current.disabled = True
+            model_device_select.current.disabled = True
+            # model_bits_select.current.disabled = True
+            model_load_unload_button.current.disabled = True
+            processing_spinner.current.visible = False
+            model_load_unload_button.current.on_click = lambda _: unload_model()
+
+            model_load_unload_button.current.icon = ft.icons.CLOSE
+            model_load_unload_button.current.disabled = False
+
+            record_button.current.disabled = False
+
+            if mm.is_model_loaded():
+                current_mode_select.current.disabled = True
+        else:
+            for btn in transcribe_buttons:
+                btn.current.disabled = True
+            model_size_select.current.disabled = False
+            model_device_select.current.disabled = False
+            # model_bits_select.current.disabled = False
+            model_load_unload_button.current.disabled = False
+            model_load_unload_button.current.icon = ft.icons.START
+            model_load_unload_button.current.on_click = lambda _: load_model()
+            processing_spinner.current.visible = False
+            current_mode_select.current.disabled = False
+
+            record_button.current.disabled = True
+
+        page.update()
+
+    def on_url_input(e):
+        url_value = whisper_webservice_url_input.current.value
+        # print(url_value)
+
+        if validators.url(url_value, simple_host=True):
+            # print('valid')
+            page.client_storage.set('webservice_url', url_value)
+            # set all transcribe buttons to enabled
+            set_transcribe_ready(True)
+        else:
+            # print('invalid')
+            # set all transcribe buttons to disabled
+            set_transcribe_ready(False)
+
+        page.update()
+
+    print(tuple(page.client_storage.get('selected_mic')))
+
+    def toggle_recording():
+        global recording
+        global rec_stream
+        global sound_chunks
+        global recorded_audio
+
+        if recording:
+            print("Stopping recording...")
+
+            rec_stream.stop_stream()
+
+            while not rec_stream.is_stopped():
+                pass  # wait until stopped
+
+            recorded_audio = b"".join(sound_chunks)
+
+            set_transcribe_ready(False)
+
+            transcribe(recorded_audio)
+
+            recording = False
+
+            # sound = pygame.mixer.Sound(buffer=recorded_audio)  # doesn't work because sampling rate is wrong
+            record_button.current.bgcolor = "0x000000FF"
+
+            set_transcribe_ready(True)
+
+            print("done")
+            # sound.play()
+        else:
+            if not transcribe_ready:
+                print("Can't record, not ready")
+                return
+            print("Starting Recording...")
+            recording = True
+
+            sound_chunks = []
+
+            def cb(in_data, _frame_count, _time_info, _status):
+                sound_chunks.append(in_data)
+                print(_time_info)
+                return in_data, pyaudio.paContinue
+
+            rec_stream = p.open(
+                format=REC_FORMAT,
+                channels=REC_CHANNELS,
+                rate=REC_RATE,
+                input=True,
+                frames_per_buffer=REC_CHUNK,
+                stream_callback=cb
+            )
+
+            rec_stream.start_stream()
+
+            record_button.current.bgcolor = "0xFFFF4444"
+            paralyze_ui(spinner=False, disable_recording_button=False)
+
+    def find_recordingdevice_tuple_by_name(search_name: str) -> typing.Tuple[int, str] | None:
+        return next(((device_id, name) for device_id, name in capture_devices if name == search_name))
 
     # set up file picker
     file_picker = ft.FilePicker(on_result=on_dialog_result)
@@ -263,11 +502,29 @@ def main(page):
         ft.Divider()
     )
 
+    mode = page.client_storage.get('selected_mode') if page.client_storage.contains_key('selected_mode') else 'local'
+
     page.add(
         ft.ResponsiveRow([
             ft.Container(
                 ft.Column([
-                    ft.ElevatedButton("Add Folder", on_click=lambda _: file_picker.get_directory_path()),
+                    ft.Row([
+                        ft.ElevatedButton("Add Folder", on_click=lambda _: file_picker.get_directory_path()),
+                        ft.Container(expand=True),
+                        ft.IconButton(ft.icons.RECORD_VOICE_OVER, ref=record_button,
+                                      on_click=lambda _: toggle_recording()),
+                    ]),
+                    ft.Dropdown(
+                        ref=mic_select,
+                        options=[ft.dropdown.Option(x[1]) for x in capture_devices],
+                        value=page.client_storage.get('selected_mic')[1] if (
+                                page.client_storage.contains_key('selected_mic') and tuple(
+                            page.client_storage.get('selected_mic')) in capture_devices) else capture_devices[0][1],
+                        height=36,
+                        content_padding=2,
+                        on_change=lambda _: page.client_storage.set('selected_mic', find_recordingdevice_tuple_by_name(
+                            mic_select.current.value)) if mic_select.current.value else None
+                    ),
                     ft.Column(ref=file_tree, scroll=ft.ScrollMode.ALWAYS, expand=True),
                     # ft.ListView(ref=file_tree),
                     ft.Text("No Folder Open Yet", style=ft.TextTheme.body_small, color="grey",
@@ -275,21 +532,44 @@ def main(page):
                 ], expand=True), expand=True, col=4),
             ft.Container(expand=True, content=ft.Column(expand=True, controls=[
                 ft.Column([
-                    ft.Text('Select parameters, and then load transcription model.', ref=load_model_text),
+                    ft.Text(
+                        'Select parameters, and then load transcription model.'
+                        if mode == 'local'
+                        else 'Input the URL of the onerahmet/openai-whisper-asr-webservice docker container'
+                        , ref=current_mode_info_text),
                     ft.Row([
+                        ft.Dropdown(
+                            ref=current_mode_select,
+                            width=160,
+                            hint_text='mode',
+                            value=mode,
+                            on_change=lambda _: mode_select(),
+                            options=[
+                                ft.dropdown.Option('local'),
+                                ft.dropdown.Option('webservice'),
+                            ],
+                        ),
+
+                        # === LOCAL MODE ===
                         ft.Dropdown(
                             ref=model_size_select,
                             width=100,
                             hint_text='model size',
-                            value=page.client_storage.get('model_size') if page.client_storage.contains_key('model_size') else 'base',
-                            options=[ft.dropdown.Option(x) for x in mm.ModelSize.__args__],  # __args__ is not perfect here. But works.
+                            value=page.client_storage.get('model_size') if page.client_storage.contains_key(
+                                'model_size') else 'base',
+                            options=[ft.dropdown.Option(x) for x in mm.ModelSize.__args__],
+                            # __args__ is not perfect here. But works.
+                            visible=mode == 'local',
                         ),
                         ft.Dropdown(
                             ref=model_device_select,
                             width=100,
                             hint_text='device',
-                            value=page.client_storage.get('device_select') if page.client_storage.contains_key('device_select') else 'auto',
-                            options=[ft.dropdown.Option(x) for x in mm.Device.__args__]  # __args__ is not perfect here. But works.
+                            value=page.client_storage.get('device_select') if page.client_storage.contains_key(
+                                'device_select') else 'auto',
+                            options=[ft.dropdown.Option(x) for x in mm.Device.__args__],
+                            visible=mode == 'local',
+                            # __args__ is not perfect here. But works.
                         ),
                         # ft.Dropdown(
                         #    ref=model_bits_select,
@@ -297,26 +577,42 @@ def main(page):
                         #    hint_text='bits',
                         #    value='16bit',
                         #    options=[ft.dropdown.Option(x) for x in mm.ComputeType.__args__]  # __args__ is not perfect here. But works.
-                        #),
+                        # ),
                         ft.IconButton(
                             icon=ft.icons.START,
                             ref=model_load_unload_button,
                             on_click=lambda _: load_model(),
+                            visible=mode == 'local',
                         ),
-                        ft.ProgressRing(ref=model_loading_spinner, visible=False)
+                        # === WEBSERVICE MODE ===
+                        ft.TextField(
+                            ref=whisper_webservice_url_input,
+                            visible=mode == 'webservice',
+                            on_change=on_url_input,
+                            hint_text='e.g. http://localhost:9000',
+                            value=page.client_storage.get('webservice_url') if page.client_storage.contains_key(
+                                'webservice_url') else '',
+                        ),
+                        # TODO: question mark hint button about what the web service is
+
+                        # === GENERAL ===
+                        ft.ProgressRing(ref=processing_spinner, visible=False)
                     ])
                 ]),
-                ft.Container(expand=True, padding=12, border=ft.border.all(2, 'grey'), 
+                ft.Container(expand=True, padding=12, border=ft.border.all(2, 'grey'),
                              alignment=ft.alignment.center,
                              ref=output_text_container,
                              content=ft.Column(
                                  [ft.Text('Nothing to see here!', text_align=ft.TextAlign.CENTER)],
-                                                ref=output_text_col,
-                                                expand=True,
-                                                scroll=ft.ScrollMode.ADAPTIVE)),
+                                 ref=output_text_col,
+                                 expand=True,
+                                 scroll=ft.ScrollMode.ADAPTIVE)),
             ]), col=8)
         ], expand=True),
     )
 
+    # refresh all values, and make sure the right stuff is shown
+    mode_select()
+
 
 ft.app(target=main)

main.spec

@@ -0,0 +1,37 @@
+# -*- mode: python ; coding: utf-8 -*-
+
+
+a = Analysis(
+    ['main.py'],
+    pathex=[],
+    binaries=[],
+    datas=[],
+    hiddenimports=[],
+    hookspath=[],
+    hooksconfig={},
+    runtime_hooks=[],
+    excludes=[],
+    noarchive=False,
+)
+pyz = PYZ(a.pure)
+
+exe = EXE(
+    pyz,
+    a.scripts,
+    a.binaries,
+    a.datas,
+    [],
+    name='main',
+    debug=False,
+    bootloader_ignore_signals=False,
+    strip=False,
+    upx=True,
+    upx_exclude=[],
+    runtime_tmpdir=None,
+    console=False,
+    disable_windowed_traceback=False,
+    argv_emulation=False,
+    target_arch=None,
+    codesign_identity=None,
+    entitlements_file=None,
+)

nn_model_manager.py

@@ -1,5 +1,7 @@
+import io
 import threading
 
+import numpy as np
 from faster_whisper import WhisperModel
 import faster_whisper
 from typing import Literal, Iterable, Tuple
@@ -47,6 +49,30 @@ def is_model_loaded() -> bool:
     return _model is not None
 
 
+def transcribe_from_i16_audio(audio: bytes) -> Tuple[Iterable[
+    faster_whisper.transcribe.Segment], faster_whisper.transcribe.TranscriptionInfo] | None:
+    """
+        Transcribe audio from an MP3 file.
+        Note that this can - and will - crash if you don't catch exceptions.
+
+        If the model isn't loaded yet, this will return None.
+        Otherwise, it will return the raw transcription from `faster-whisper`.
+    """
+    if not is_model_loaded():
+        return None
+
+    data = np.frombuffer(audio, dtype=np.int16)
+
+    # Convert s16 to f32.
+    data = data.astype(np.float32) / 32768.0
+
+    global _model
+    segments, info = _model.transcribe(data, beam_size=5)
+    # transcribe, and throw all exceptions to application to handle
+
+    return segments, info
+
+
 def transcribe_from_file(mp3_path: str) -> Tuple[Iterable[faster_whisper.transcribe.Segment], faster_whisper.transcribe.TranscriptionInfo] | None:
     """
         Transcribe audio from an MP3 file.

openapitools.json

@@ -0,0 +1,7 @@
+{
+  "$schema": "./node_modules/@openapitools/openapi-generator-cli/config.schema.json",
+  "spaces": 2,
+  "generator-cli": {
+    "version": "7.0.1"
+  }
+}

pyproject.toml

@@ -7,11 +7,15 @@ license = "MIT"
 readme = "README.md"
 
 [tool.poetry.dependencies]
-python = "^3.11"
+python = ">=3.11, <3.13"
 flet = "^0.10.3"
-faster-whisper = "^0.9.0"
+faster-whisper = "0.10.0"
 pygame = "^2.5.2"
-torch = "2.0.0"
+requests = "^2.31.0"
+validators = "^0.22.0"
+pyinstaller = "^6.1.0"
+pyaudio = "^0.2.13"
+pydub = "^0.25.1"
 
 
 [build-system]

utils.py

@@ -3,6 +3,9 @@ import os
 
 from typing import DefaultDict, Dict, List
 
+from pydub import AudioSegment
+import io
+
 
 def tree() -> DefaultDict:
     return defaultdict(tree)
@@ -44,3 +47,15 @@ def defaultdict_to_dict(d: defaultdict) -> dict:
     if isinstance(d, defaultdict):
         d = {k: defaultdict_to_dict(v) for k, v in d.items()}
     return d
+
+
+def convert_to_mp3(audio_data: bytes, sample_width: int, frame_rate: int, channels: int) -> bytes:
+    audio = AudioSegment.from_raw(
+        io.BytesIO(audio_data),
+        sample_width=sample_width,
+        frame_rate=frame_rate,
+        channels=channels
+    )
+    mp3_buffer = io.BytesIO()
+    audio.export(mp3_buffer, format="mp3")
+    return mp3_buffer.getvalue()

whisper_webservice_interface.py

@@ -0,0 +1,86 @@
+from typing import Optional, Union, Dict, Any
+
+import requests
+
+from utils import convert_to_mp3
+
+
+def send_asr_request(url: str, audio_file_path_or_bytes: str | bytes, task: Optional[str] = None, language: Optional[str] = None,
+                     initial_prompt: Optional[str] = None, encode: Optional[bool] = None,
+                     output: Optional[str] = None, word_timestamps: Optional[bool] = None) -> tuple[int, str]:
+    """
+    Send a request to the ASR endpoint.
+    Returns the text represented by the audio file if everything worked out,
+    and a tuple of the form (status_code, response_text) otherwise
+    """
+    endpoint = f"{url}/asr"
+
+    params = {
+        "task": task,
+        "language": language,
+        "initial_prompt": initial_prompt,
+        "encode": encode,
+        "output": output,
+        "word_timestamps": word_timestamps
+    }
+
+    params = {k: v for k, v in params.items() if v is not None}
+
+    if isinstance(audio_file_path_or_bytes, str):
+        with open(audio_file_path_or_bytes, 'rb') as f:
+            audio_file = f.read()
+    else:
+        audio_file = convert_to_mp3(audio_file_path_or_bytes, sample_width=2, frame_rate=16000, channels=1)
+
+    files = {
+        'audio_file': audio_file
+    }
+
+    response = requests.post(endpoint, params=params, files=files)
+
+    return response.status_code, response.text
+
+
+def detect_language(url: str, audio_file_path: str, encode: Optional[bool] = None) -> Dict[str, Any] | tuple[int, str]:
+    """
+    Send a request to the Detect Language endpoint.
+    Returns either a dictionary of the form {'detected_language': '<LANG>', 'language_code': '<LANG_CODE>'} if the request
+    was successful, or a tuple of the form (status_code, response_text) otherwise.
+    """
+    endpoint = f"{url}/detect-language"
+
+    params = {
+        "encode": encode
+    }
+
+    params = {k: v for k, v in params.items() if v is not None}
+
+    with open(audio_file_path, 'rb') as f:
+        audio_file = f.read()
+
+    files = {
+        'audio_file': audio_file
+    }
+
+    response = requests.post(endpoint, params=params, files=files)
+
+    if response.status_code == 200:
+        return response.json()
+    else:
+        return response.status_code, response.text
+
+
+# Example usage
+def main():
+    url = "http://127.0.0.1:9000"  # Replace with the actual URL of the webservice
+    audio_file_path = "/run/media/yannik/IC RECORDER/REC_FILE/Interview01/231021_1541.mp3"
+
+    response = send_asr_request(url, audio_file_path, task="transcribe", language="en")
+    print(response)
+
+    response = detect_language(url, audio_file_path)
+    print(response)
+
+
+if __name__ == "__main__":
+    main()