From b1d887c837bb2ea896e60f3494098ba71a0a07fa Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ryan=20Pers=C3=A9e?=
 <98691129+rpersee@users.noreply.github.com>
Date: Mon, 23 Sep 2024 23:44:48 +0200
Subject: [PATCH 1/3] =?UTF-8?q?fix:=20build=20error=20-=20=E2=80=98sort?=
 =?UTF-8?q?=E2=80=99=20is=20not=20a=20member=20of=20=E2=80=98std=E2=80=99?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 lib/profiler.cc | 1 +
 1 file changed, 1 insertion(+)

diff --git a/lib/profiler.cc b/lib/profiler.cc
index 1fa073b..18f92ca 100644
--- a/lib/profiler.cc
+++ b/lib/profiler.cc
@@ -1,5 +1,6 @@
 #include "profiler.h"
 
+#include <algorithm>
 #include <cassert>
 #include <cmath>
 #include <iomanip>

From bfa6bb917c5f7fbfe982012a4a237c2387130349 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ryan=20Pers=C3=A9e?=
 <98691129+rpersee@users.noreply.github.com>
Date: Mon, 23 Sep 2024 23:46:50 +0200
Subject: [PATCH 2/3] feat: Containerize useful_transformers demo

---
 Dockerfile | 31 +++++++++++++++++++++++++++++++
 1 file changed, 31 insertions(+)
 create mode 100644 Dockerfile

diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..0c0a02b
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,31 @@
+FROM python:3.9-slim AS builder
+
+WORKDIR /build
+
+# Install system build dependencies
+RUN apt-get update && apt-get install -y build-essential
+
+# Install Python build dependencies
+RUN pip install pybind11[global]
+
+# Copy application code
+COPY . .
+
+# Build project's wheels
+RUN pip wheel --no-cache-dir --wheel-dir=/wheels -e .
+
+
+FROM python:3.9-slim
+
+WORKDIR /app
+
+# Install required libraries
+RUN apt-get update && apt-get install -y libgomp1 && \
+    apt-get clean && rm -rf /var/lib/apt/lists/*
+
+# Install the application
+RUN --mount=type=bind,from=builder,source=/wheels,target=/wheels \
+    pip install --no-cache-dir --no-index --find-links=/wheels useful_transformers
+
+# Set the application as the entrypoint
+ENTRYPOINT ["taskset", "-c", "4-7", "python", "-m", "useful_transformers.transcribe_wav"]

From 67228932829c434afdf168a2a063d0fdcad1c5d2 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ryan=20Pers=C3=A9e?=
 <98691129+rpersee@users.noreply.github.com>
Date: Mon, 23 Sep 2024 23:55:36 +0200
Subject: [PATCH 3/3] docs: Try transcription in Docker

---
 README.md | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/README.md b/README.md
index 2dd8bf1..ed46e6c 100644
--- a/README.md
+++ b/README.md
@@ -17,6 +17,22 @@ If you don't have a wav file handy, running the above command will transcribe an
     $ taskset -c 4-7 python -m useful_transformers.transcribe_wav
     Ever tried, ever failed. No matter, try again. Fail again. Fail better.
 
+### Try in Docker
+
+You can also run the transcription in Docker with:
+```bash
+$ docker build -t useful-transformers .
+$ docker run --rm -t \
+    --device /dev/dri:/dev/dri \
+    -v "$(PWD)":/work useful-transformers \
+    /work/<wav_file in CWD>
+```
+
+> **Note:** You can use `ffmpeg` to convert your audio file to a mono WAV file with a sample rate of 16 kHz:
+> ```bash
+> ffmpeg -i <input.*> -ac 1 -ar 16000 -f wav <output.wav>
+> ```
+
 ## Performance
 
 ![Performance comparison](https://github.com/usefulsensors/useful-transformers/blob/main/examples/whisper/assets/perf-comparison.png)