From 4e920bcf2d330a8dd0821e69da1e746e4a4e4e18 Mon Sep 17 00:00:00 2001
From: Mathieu Virbel <mat@meltingrocks.com>
Date: Thu, 2 Jan 2025 19:57:07 -0600
Subject: [PATCH 1/2] feat(openai): support for text-to-speech

Parse the result to read the file and extract audio length
Support works for wav, mp3, opus, aac.
Does not work for flac and pcm yet.
---
 pyproject.toml                                |   1 +
 scope3ai/tracers/openai/instrument.py         |  16 +-
 scope3ai/tracers/openai/text_to_speech.py     | 121 +++
 .../test_openai_tts_wrapper[tts-1-aac].yaml   | 167 +++++
 ...test_openai_tts_wrapper[tts-1-hd-aac].yaml | 162 ++++
 ...test_openai_tts_wrapper[tts-1-hd-mp3].yaml | 362 +++++++++
 ...est_openai_tts_wrapper[tts-1-hd-opus].yaml | 165 +++++
 ...test_openai_tts_wrapper[tts-1-hd-wav].yaml | 683 +++++++++++++++++
 .../test_openai_tts_wrapper[tts-1-mp3].yaml   | 685 +++++++++++++++++
 .../test_openai_tts_wrapper[tts-1-opus].yaml  | 169 +++++
 .../test_openai_tts_wrapper[tts-1-wav].yaml   | 693 ++++++++++++++++++
 tests/test_openai_tts_tracer.py               |  24 +
 uv.lock                                       |  15 +-
 13 files changed, 3261 insertions(+), 2 deletions(-)
 create mode 100644 scope3ai/tracers/openai/text_to_speech.py
 create mode 100644 tests/cassettes/test_openai_tts_wrapper[tts-1-aac].yaml
 create mode 100644 tests/cassettes/test_openai_tts_wrapper[tts-1-hd-aac].yaml
 create mode 100644 tests/cassettes/test_openai_tts_wrapper[tts-1-hd-mp3].yaml
 create mode 100644 tests/cassettes/test_openai_tts_wrapper[tts-1-hd-opus].yaml
 create mode 100644 tests/cassettes/test_openai_tts_wrapper[tts-1-hd-wav].yaml
 create mode 100644 tests/cassettes/test_openai_tts_wrapper[tts-1-mp3].yaml
 create mode 100644 tests/cassettes/test_openai_tts_wrapper[tts-1-opus].yaml
 create mode 100644 tests/cassettes/test_openai_tts_wrapper[tts-1-wav].yaml
 create mode 100644 tests/test_openai_tts_tracer.py

diff --git a/pyproject.toml b/pyproject.toml
index 341e059..770f887 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,6 +7,7 @@ requires-python = ">=3.9"
 dependencies = [
     "httpx>=0.27.2",
     "litellm>=1.53.3",
+    "mutagen>=1.47.0",
     "pillow>=11.0.0",
     "pydantic>=2.10.3",
     "wrapt>=1.17.0",
diff --git a/scope3ai/tracers/openai/instrument.py b/scope3ai/tracers/openai/instrument.py
index 72ab94f..b655bc2 100644
--- a/scope3ai/tracers/openai/instrument.py
+++ b/scope3ai/tracers/openai/instrument.py
@@ -1,6 +1,10 @@
 from wrapt import wrap_function_wrapper
 
-from scope3ai.tracers.openai.chat import openai_chat_wrapper, openai_async_chat_wrapper
+from .chat import openai_chat_wrapper, openai_async_chat_wrapper
+from .text_to_speech import (
+    openai_text_to_speech_wrapper,
+    openai_async_text_to_speech_wrapper,
+)
 
 
 class OpenAIInstrumentor:
@@ -16,6 +20,16 @@ def __init__(self) -> None:
                 "name": "AsyncCompletions.create",
                 "wrapper": openai_async_chat_wrapper,
             },
+            {
+                "module": "openai.resources.audio.speech",
+                "name": "Speech.create",
+                "wrapper": openai_text_to_speech_wrapper,
+            },
+            {
+                "module": "openai.resources.audio.speech",
+                "name": "AsyncSpeech.create",
+                "wrapper": openai_async_text_to_speech_wrapper,
+            },
         ]
 
     def instrument(self) -> None:
diff --git a/scope3ai/tracers/openai/text_to_speech.py b/scope3ai/tracers/openai/text_to_speech.py
new file mode 100644
index 0000000..b9c7ccd
--- /dev/null
+++ b/scope3ai/tracers/openai/text_to_speech.py
@@ -0,0 +1,121 @@
+import importlib
+import io
+import logging
+import time
+from typing import Any, Callable, Optional
+
+import tiktoken
+from openai.resources.audio.speech import AsyncSpeech, Speech, _legacy_response
+
+from scope3ai.api.types import ImpactRow, Model, Scope3AIContext
+from scope3ai.lib import Scope3AI
+
+
+def _lazy_import(module_name: str, class_name: str):
+    def _imported():
+        module = importlib.import_module(module_name)
+        return getattr(module, class_name)
+
+    return _imported
+
+
+PROVIDER = "openai"
+MUTAGEN_MAPPING = {
+    "mp3": _lazy_import("mutagen.mp3", "MP3"),
+    "aac": _lazy_import("mutagen.aac", "AAC"),
+    "opus": _lazy_import("mutagen.oggopus", "OggOpus"),
+    "flac": _lazy_import("mutagen.flac", "FLAC"),
+    "wav": _lazy_import("mutagen.wave", "WAVE"),
+}
+
+logger = logging.getLogger(f"scope3ai.tracers.{__name__}")
+
+
+class HttpxBinaryResponseContent(_legacy_response.HttpxBinaryResponseContent):
+    scope3ai: Optional[Scope3AIContext] = None
+
+
+def _get_audio_duration_from_response(
+    format: str, response: _legacy_response.HttpxBinaryResponseContent
+) -> Optional[float]:
+    try:
+        mutagen_cls = MUTAGEN_MAPPING.get(format)
+        if mutagen_cls is None:
+            logger.error(f"Unsupported audio format: {format}")
+            return None
+        else:
+            mutagen_file = mutagen_cls()(io.BytesIO(response.content))
+            duration = mutagen_file.info.length
+    except Exception:
+        import traceback
+
+        traceback.print_exc()
+        logger.exception("Failed to estimate audio duration")
+        return None
+
+    if format == "wav":
+        # bug in mutagen, it returns high number for wav files
+        duration = len(response.content) * 8 / mutagen_file.info.bitrate
+
+    return duration
+
+
+def openai_text_to_speech_wrapper(
+    wrapped: Callable, instance: Speech, args: Any, kwargs: Any
+) -> _legacy_response.HttpxBinaryResponseContent:
+    timer_start = time.perf_counter()
+    response = wrapped(*args, **kwargs)
+    request_latency = (time.perf_counter() - timer_start) * 1000
+
+    # try getting duration
+    response_format = kwargs["response_format"]
+    duration = _get_audio_duration_from_response(response_format, response)
+
+    compute_time = response.response.headers.get("openai-processing-ms")
+    content_length = response.response.headers.get("content-length")
+    if compute_time:
+        request_latency = float(compute_time)
+    if content_length:
+        input_tokens = int(content_length)
+
+    model_requested = kwargs["model"]
+    encoder = tiktoken.get_encoding("cl100k_base")
+    input_tokens = len(encoder.encode(kwargs["input"]))
+
+    scope3_row = ImpactRow(
+        model=Model(id=model_requested),
+        input_tokens=input_tokens,
+        request_duration_ms=request_latency,
+        provider=PROVIDER,
+        audio_output_seconds=duration,
+    )
+
+    scope3_ctx = Scope3AI.get_instance().submit_impact(scope3_row)
+
+    wrapped_response = HttpxBinaryResponseContent(
+        response=response.response,
+    )
+    wrapped_response.scope3ai = scope3_ctx
+    return wrapped_response
+
+
+async def openai_async_text_to_speech_wrapper(
+    wrapped: Callable, instance: AsyncSpeech, args: Any, kwargs: Any
+) -> _legacy_response.HttpxBinaryResponseContent:
+    timer_start = time.perf_counter()
+    response = await wrapped(*args, **kwargs)
+    request_latency = time.perf_counter() - timer_start
+
+    model_requested = kwargs["model"]
+
+    scope3_row = ImpactRow(
+        model=Model(id=model_requested),
+        input_tokens=response.usage.prompt_tokens,
+        output_tokens=response.usage.completion_tokens,
+        request_duration_ms=request_latency * 1000,
+        provider=PROVIDER,
+    )
+
+    scope3_ctx = Scope3AI.get_instance().submit_impact(scope3_row)
+    response.scope3ai = scope3_ctx
+    return response
diff --git a/tests/cassettes/test_openai_tts_wrapper[tts-1-aac].yaml b/tests/cassettes/test_openai_tts_wrapper[tts-1-aac].yaml
new file mode 100644
index 0000000..c6674c2
--- /dev/null
+++ b/tests/cassettes/test_openai_tts_wrapper[tts-1-aac].yaml
@@ -0,0 +1,167 @@
+interactions:
+- request:
+    body: '{"input":"Hello World!","model":"tts-1","voice":"alloy","response_format":"aac"}'
+    headers:
+      accept:
+      - application/octet-stream
+      accept-encoding:
+      - gzip, deflate
+      authorization:
+      - DUMMY
+      connection:
+      - keep-alive
+      content-length:
+      - '80'
+      content-type:
+      - application/json
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.57.1
+      x-stainless-arch:
+      - x64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - Linux
+      x-stainless-package-version:
+      - 1.57.1
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.12.6
+    method: POST
+    uri: https://api.openai.com/v1/audio/speech
+  response:
+    body:
+      string: !!binary |
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diff --git a/tests/test_openai_tts_tracer.py b/tests/test_openai_tts_tracer.py
new file mode 100644
index 0000000..6eb0500
--- /dev/null
+++ b/tests/test_openai_tts_tracer.py
@@ -0,0 +1,24 @@
+import pytest
+
+
+# XXX flac is buggy, returning 0.0 duration
+# XXX pcm is not supported by mutagen
+@pytest.mark.vcr
+@pytest.mark.parametrize("audio_format", ["mp3", "opus", "aac", "wav"])  # pcm, flac
+@pytest.mark.parametrize("model", ["tts-1", "tts-1-hd"])
+def test_openai_tts_wrapper(tracer_init, audio_format, model):
+    from openai import OpenAI
+
+    client = OpenAI()
+    response = client.audio.speech.create(
+        model=model,
+        voice="alloy",
+        input="Hello World!",
+        response_format=audio_format,
+    )
+
+    assert response is not None
+    assert response.scope3ai is not None
+    assert response.scope3ai.request.audio_output_seconds is not None
+    assert response.scope3ai.request.audio_output_seconds > 0.5
+    assert response.scope3ai.request.audio_output_seconds < 3
diff --git a/uv.lock b/uv.lock
index 60e8098..04701cd 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1225,6 +1225,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/99/b7/b9e70fde2c0f0c9af4cc5277782a89b66d35948ea3369ec9f598358c3ac5/multidict-6.1.0-py3-none-any.whl", hash = "sha256:48e171e52d1c4d33888e529b999e5900356b9ae588c2f09a52dcefb158b27506", size = 10051 },
 ]
 
+[[package]]
+name = "mutagen"
+version = "1.47.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/81/e6/64bc71b74eef4b68e61eb921dcf72dabd9e4ec4af1e11891bbd312ccbb77/mutagen-1.47.0.tar.gz", hash = "sha256:719fadef0a978c31b4cf3c956261b3c58b6948b32023078a2117b1de09f0fc99", size = 1274186 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b0/7a/620f945b96be1f6ee357d211d5bf74ab1b7fe72a9f1525aafbfe3aee6875/mutagen-1.47.0-py3-none-any.whl", hash = "sha256:edd96f50c5907a9539d8e5bba7245f62c9f520aef333d13392a79a4f70aca719", size = 194391 },
+]
+
 [[package]]
 name = "mypy-extensions"
 version = "1.0.0"
@@ -2151,7 +2160,9 @@ name = "scope3ai"
 version = "0.2.1"
 source = { virtual = "." }
 dependencies = [
+    { name = "httpx" },
     { name = "litellm" },
+    { name = "mutagen" },
     { name = "pillow" },
     { name = "pydantic" },
     { name = "wrapt" },
@@ -2201,11 +2212,13 @@ requires-dist = [
     { name = "anthropic", marker = "extra == 'anthropic'", specifier = ">=0.40.0" },
     { name = "cohere", marker = "extra == 'cohere'", specifier = ">=5.13.3" },
     { name = "google-generativeai", marker = "extra == 'google-generativeai'", specifier = ">=0.8.3" },
+    { name = "httpx", specifier = ">=0.27.2" },
     { name = "huggingface-hub", marker = "extra == 'huggingface-hub'", specifier = ">=0.26.5" },
     { name = "litellm", specifier = ">=1.53.3" },
     { name = "litellm", marker = "extra == 'litellm'", specifier = ">=1.53.3" },
     { name = "minijinja", marker = "extra == 'huggingface-hub'", specifier = ">=2.5.0" },
-    { name = "mistralai", marker = "extra == 'mistralai'", specifier = "==1.2.5" },
+    { name = "mistralai", marker = "extra == 'mistralai'", specifier = ">=1.2.5" },
+    { name = "mutagen", specifier = ">=1.47.0" },
     { name = "openai", marker = "extra == 'openai'", specifier = ">=1.57.1" },
     { name = "pillow", specifier = ">=11.0.0" },
     { name = "pydantic", specifier = ">=2.10.3" },

From 4f8f3e4fc49ce0eed1bc64a68c6d8d85f2171e6a Mon Sep 17 00:00:00 2001
From: Mathieu Virbel <mat@meltingrocks.com>
Date: Thu, 2 Jan 2025 20:04:02 -0600
Subject: [PATCH 2/2] fix(openai): implement and factorize the code for async

---
 scope3ai/tracers/openai/text_to_speech.py     |  51 +-
 ...t_openai_tts_wrapper_async[tts-1-aac].yaml | 166 +++++
 ...penai_tts_wrapper_async[tts-1-hd-aac].yaml | 161 ++++
 ...penai_tts_wrapper_async[tts-1-hd-mp3].yaml | 362 +++++++++
 ...enai_tts_wrapper_async[tts-1-hd-opus].yaml | 169 +++++
 ...penai_tts_wrapper_async[tts-1-hd-wav].yaml | 672 +++++++++++++++++
 ...t_openai_tts_wrapper_async[tts-1-mp3].yaml | 362 +++++++++
 ..._openai_tts_wrapper_async[tts-1-opus].yaml | 165 +++++
 ...t_openai_tts_wrapper_async[tts-1-wav].yaml | 693 ++++++++++++++++++
 tests/test_openai_tts_tracer.py               |  22 +
 10 files changed, 2792 insertions(+), 31 deletions(-)
 create mode 100644 tests/cassettes/test_openai_tts_wrapper_async[tts-1-aac].yaml
 create mode 100644 tests/cassettes/test_openai_tts_wrapper_async[tts-1-hd-aac].yaml
 create mode 100644 tests/cassettes/test_openai_tts_wrapper_async[tts-1-hd-mp3].yaml
 create mode 100644 tests/cassettes/test_openai_tts_wrapper_async[tts-1-hd-opus].yaml
 create mode 100644 tests/cassettes/test_openai_tts_wrapper_async[tts-1-hd-wav].yaml
 create mode 100644 tests/cassettes/test_openai_tts_wrapper_async[tts-1-mp3].yaml
 create mode 100644 tests/cassettes/test_openai_tts_wrapper_async[tts-1-opus].yaml
 create mode 100644 tests/cassettes/test_openai_tts_wrapper_async[tts-1-wav].yaml

diff --git a/scope3ai/tracers/openai/text_to_speech.py b/scope3ai/tracers/openai/text_to_speech.py
index b9c7ccd..a5daf66 100644
--- a/scope3ai/tracers/openai/text_to_speech.py
+++ b/scope3ai/tracers/openai/text_to_speech.py
@@ -35,41 +35,34 @@ class HttpxBinaryResponseContent(_legacy_response.HttpxBinaryResponseContent):
     scope3ai: Optional[Scope3AIContext] = None
 
 
-def _get_audio_duration_from_response(
-    format: str, response: _legacy_response.HttpxBinaryResponseContent
-) -> Optional[float]:
+def _get_audio_duration(format: str, content: bytes) -> Optional[float]:
     try:
         mutagen_cls = MUTAGEN_MAPPING.get(format)
         if mutagen_cls is None:
             logger.error(f"Unsupported audio format: {format}")
             return None
         else:
-            mutagen_file = mutagen_cls()(io.BytesIO(response.content))
+            mutagen_file = mutagen_cls()(io.BytesIO(content))
             duration = mutagen_file.info.length
     except Exception:
-        import traceback
-
-        traceback.print_exc()
         logger.exception("Failed to estimate audio duration")
         return None
 
     if format == "wav":
         # bug in mutagen, it returns high number for wav files
-        duration = len(response.content) * 8 / mutagen_file.info.bitrate
+        duration = len(content) * 8 / mutagen_file.info.bitrate
 
     return duration
 
 
-def openai_text_to_speech_wrapper(
-    wrapped: Callable, instance: Speech, args: Any, kwargs: Any
-) -> _legacy_response.HttpxBinaryResponseContent:
-    timer_start = time.perf_counter()
-    response = wrapped(*args, **kwargs)
-    request_latency = (time.perf_counter() - timer_start) * 1000
-
+def _openai_text_to_speech_submit(
+    response: _legacy_response.HttpxBinaryResponseContent,
+    request_latency: float,
+    kwargs: Any,
+) -> HttpxBinaryResponseContent:
     # try getting duration
     response_format = kwargs["response_format"]
-    duration = _get_audio_duration_from_response(response_format, response)
+    duration = _get_audio_duration(response_format, response.content)
 
     compute_time = response.response.headers.get("openai-processing-ms")
     content_length = response.response.headers.get("content-length")
@@ -99,23 +92,19 @@ def openai_text_to_speech_wrapper(
     return wrapped_response
 
 
+def openai_text_to_speech_wrapper(
+    wrapped: Callable, instance: Speech, args: Any, kwargs: Any
+) -> HttpxBinaryResponseContent:
+    timer_start = time.perf_counter()
+    response = wrapped(*args, **kwargs)
+    request_latency = (time.perf_counter() - timer_start) * 1000
+    return _openai_text_to_speech_submit(response, request_latency, kwargs)
+
+
 async def openai_async_text_to_speech_wrapper(
     wrapped: Callable, instance: AsyncSpeech, args: Any, kwargs: Any
-) -> _legacy_response.HttpxBinaryResponseContent:
+) -> HttpxBinaryResponseContent:
     timer_start = time.perf_counter()
     response = await wrapped(*args, **kwargs)
     request_latency = time.perf_counter() - timer_start
-
-    model_requested = kwargs["model"]
-
-    scope3_row = ImpactRow(
-        model=Model(id=model_requested),
-        input_tokens=response.usage.prompt_tokens,
-        output_tokens=response.usage.completion_tokens,
-        request_duration_ms=request_latency * 1000,
-        provider=PROVIDER,
-    )
-
-    scope3_ctx = Scope3AI.get_instance().submit_impact(scope3_row)
-    response.scope3ai = scope3_ctx
-    return response
+    return _openai_text_to_speech_submit(response, request_latency, kwargs)
diff --git a/tests/cassettes/test_openai_tts_wrapper_async[tts-1-aac].yaml b/tests/cassettes/test_openai_tts_wrapper_async[tts-1-aac].yaml
new file mode 100644
index 0000000..f41d613
--- /dev/null
+++ b/tests/cassettes/test_openai_tts_wrapper_async[tts-1-aac].yaml
@@ -0,0 +1,166 @@
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diff --git a/tests/cassettes/test_openai_tts_wrapper_async[tts-1-hd-aac].yaml b/tests/cassettes/test_openai_tts_wrapper_async[tts-1-hd-aac].yaml
new file mode 100644
index 0000000..9a9c7b1
--- /dev/null
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index 0000000..998b6d1
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diff --git a/tests/test_openai_tts_tracer.py b/tests/test_openai_tts_tracer.py
index 6eb0500..fb7dca6 100644
--- a/tests/test_openai_tts_tracer.py
+++ b/tests/test_openai_tts_tracer.py
@@ -22,3 +22,25 @@ def test_openai_tts_wrapper(tracer_init, audio_format, model):
     assert response.scope3ai.request.audio_output_seconds is not None
     assert response.scope3ai.request.audio_output_seconds > 0.5
     assert response.scope3ai.request.audio_output_seconds < 3
+
+
+@pytest.mark.vcr
+@pytest.mark.asyncio
+@pytest.mark.parametrize("audio_format", ["mp3", "opus", "aac", "wav"])  # pcm, flac
+@pytest.mark.parametrize("model", ["tts-1", "tts-1-hd"])
+async def test_openai_tts_wrapper_async(tracer_init, audio_format, model):
+    from openai import AsyncOpenAI
+
+    client = AsyncOpenAI()
+    response = await client.audio.speech.create(
+        model=model,
+        voice="alloy",
+        input="Hello World!",
+        response_format=audio_format,
+    )
+
+    assert response is not None
+    assert response.scope3ai is not None
+    assert response.scope3ai.request.audio_output_seconds is not None
+    assert response.scope3ai.request.audio_output_seconds > 0.5
+    assert response.scope3ai.request.audio_output_seconds < 3