Spaces:
Running
Running
Avinyaa
commited on
Commit
Β·
1b567fa
1
Parent(s):
503fe40
- Dockerfile +1 -10
- app.py +12 -9
- app_config.py +8 -23
- startup.py +11 -32
- test.py +3 -10
- test_kokoro_install.py +4 -11
Dockerfile
CHANGED
@@ -2,13 +2,8 @@ FROM python:3.11
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WORKDIR /app
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-
# Set environment variables
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ENV NUMBA_CACHE_DIR=/tmp/numba_cache
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ENV NUMBA_DISABLE_JIT=1
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ENV HF_HOME=/tmp/hf_cache
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ENV TRANSFORMERS_CACHE=/tmp/hf_cache
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ENV HF_HUB_CACHE=/tmp/hf_cache
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ENV TORCH_HOME=/tmp/torch_cache
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# Install git, git-lfs, and espeak-ng for Kokoro TTS
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RUN apt-get update && apt-get install -y git git-lfs espeak-ng && rm -rf /var/lib/apt/lists/*
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@@ -16,10 +11,6 @@ RUN apt-get update && apt-get install -y git git-lfs espeak-ng && rm -rf /var/li
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# Initialize git lfs
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RUN git lfs install
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# Create cache directories with proper permissions
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RUN mkdir -p /tmp/hf_cache /tmp/torch_cache /tmp/numba_cache && \
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chmod -R 777 /tmp/hf_cache /tmp/torch_cache /tmp/numba_cache
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-
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COPY requirements.txt .
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RUN pip install uv
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WORKDIR /app
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# Set basic environment variables
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ENV NUMBA_DISABLE_JIT=1
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# Install git, git-lfs, and espeak-ng for Kokoro TTS
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RUN apt-get update && apt-get install -y git git-lfs espeak-ng && rm -rf /var/lib/apt/lists/*
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# Initialize git lfs
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RUN git lfs install
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COPY requirements.txt .
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RUN pip install uv
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app.py
CHANGED
@@ -1,4 +1,4 @@
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# Import configuration first to setup
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import app_config
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from fastapi import FastAPI, HTTPException, Form
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@@ -33,10 +33,9 @@ class KokoroTTSService:
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logger.info("Running on Hugging Face Spaces")
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try:
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# Initialize Kokoro pipeline
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# Explicitly specify the repo_id to avoid warnings
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logger.info("Initializing Kokoro TTS pipeline...")
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self.pipeline = KPipeline(lang_code='a'
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logger.info("Kokoro TTS pipeline loaded successfully")
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except Exception as e:
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logger.error(f"Failed to load Kokoro TTS pipeline: {e}")
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@@ -52,9 +51,9 @@ class KokoroTTSService:
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# Update pipeline language if different
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if self.pipeline.lang_code != lang_code:
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logger.info(f"Switching language from {self.pipeline.lang_code} to {lang_code}")
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self.pipeline = KPipeline(lang_code=lang_code
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# Generate speech using Kokoro
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generator = self.pipeline(text, voice=voice)
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# Get the first (and typically only) audio output
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@@ -71,10 +70,14 @@ class KokoroTTSService:
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def get_available_voices(self):
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"""Return list of available voices"""
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#
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return [
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"af_heart", "
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"
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]
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# Initialize Kokoro TTS service
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# Import configuration first to setup environment
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import app_config
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from fastapi import FastAPI, HTTPException, Form
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logger.info("Running on Hugging Face Spaces")
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try:
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# Initialize Kokoro pipeline following the working example pattern
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logger.info("Initializing Kokoro TTS pipeline...")
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self.pipeline = KPipeline(lang_code='a')
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logger.info("Kokoro TTS pipeline loaded successfully")
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except Exception as e:
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logger.error(f"Failed to load Kokoro TTS pipeline: {e}")
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# Update pipeline language if different
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if self.pipeline.lang_code != lang_code:
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logger.info(f"Switching language from {self.pipeline.lang_code} to {lang_code}")
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self.pipeline = KPipeline(lang_code=lang_code)
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# Generate speech using Kokoro (following the working example pattern)
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generator = self.pipeline(text, voice=voice)
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# Get the first (and typically only) audio output
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def get_available_voices(self):
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"""Return list of available voices"""
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# Extended list based on the working example
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return [
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"af_heart", "af_bella", "af_nicole", "af_aoede", "af_kore",
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"af_sarah", "af_nova", "af_sky", "af_alloy", "af_jessica", "af_river",
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"am_michael", "am_fenrir", "am_puck", "am_echo", "am_eric",
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"am_liam", "am_onyx", "am_santa", "am_adam",
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"bf_emma", "bf_isabella", "bf_alice", "bf_lily",
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"bm_george", "bm_fable", "bm_lewis", "bm_daniel"
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]
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# Initialize Kokoro TTS service
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app_config.py
CHANGED
@@ -11,35 +11,20 @@ logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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def setup_hf_cache():
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"""Setup cache
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-
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'
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'
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'NUMBA_CACHE_DIR': '/tmp/numba_cache'
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}
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# Set environment variables
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for key, value in
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os.environ[key] = value
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logger.info(f"Set {key} to {value}")
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for cache_dir in set(cache_dirs.values()):
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try:
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os.makedirs(cache_dir, exist_ok=True)
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# Ensure write permissions
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os.chmod(cache_dir, 0o777)
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logger.info(f"Created cache directory: {cache_dir}")
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except Exception as e:
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logger.warning(f"Could not create/modify {cache_dir}: {e}")
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# Additional HF settings
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os.environ['NUMBA_DISABLE_JIT'] = '1'
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os.environ['HF_HUB_DISABLE_TELEMETRY'] = '1'
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logger.info("Cache directories setup completed")
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def get_temp_dir():
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"""Get a writable temporary directory"""
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logger = logging.getLogger(__name__)
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def setup_hf_cache():
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"""Setup cache environment variables for Hugging Face Spaces"""
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# Don't try to create custom directories, just set environment variables
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# HF Spaces will handle the actual cache locations
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cache_settings = {
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'NUMBA_DISABLE_JIT': '1',
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'HF_HUB_DISABLE_TELEMETRY': '1'
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}
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# Set environment variables
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for key, value in cache_settings.items():
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os.environ[key] = value
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logger.info(f"Set {key} to {value}")
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logger.info("Cache environment setup completed")
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def get_temp_dir():
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"""Get a writable temporary directory"""
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startup.py
CHANGED
@@ -33,35 +33,15 @@ def check_environment():
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except Exception as e:
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logger.warning(f"Could not check disk space: {e}")
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# Check write permissions
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except Exception as e:
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logger.warning(f"β Write permission failed: {test_dir} - {e}")
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def setup_cache_dirs():
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"""Setup cache directories with proper permissions"""
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logger.info("=== Setting up cache directories ===")
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cache_dirs = [
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'/tmp/hf_cache',
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'/tmp/torch_cache',
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'/tmp/numba_cache'
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]
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for cache_dir in cache_dirs:
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try:
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os.makedirs(cache_dir, exist_ok=True)
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os.chmod(cache_dir, 0o777)
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logger.info(f"β
Created cache directory: {cache_dir}")
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except Exception as e:
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logger.error(f"β Failed to create {cache_dir}: {e}")
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def check_dependencies():
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"""Check if required packages are installed"""
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@@ -88,11 +68,11 @@ def test_kokoro():
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try:
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# Import after setting up environment
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import app_config # This will setup
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from kokoro import KPipeline
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logger.info("Initializing Kokoro pipeline...")
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pipeline = KPipeline(lang_code='a'
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logger.info("β
Kokoro pipeline initialized successfully")
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# Test generation
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logger.info("π Starting Kokoro TTS API setup...")
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check_environment()
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setup_cache_dirs()
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check_dependencies()
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if test_kokoro():
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except Exception as e:
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logger.warning(f"Could not check disk space: {e}")
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# Check write permissions for /tmp only (the main one we need)
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try:
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test_file = os.path.join('/tmp', 'test_write.tmp')
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with open(test_file, 'w') as f:
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f.write('test')
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os.remove(test_file)
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logger.info(f"β
Write permission OK: /tmp")
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except Exception as e:
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logger.error(f"β Write permission failed: /tmp - {e}")
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def check_dependencies():
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"""Check if required packages are installed"""
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try:
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# Import after setting up environment
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import app_config # This will setup environment
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from kokoro import KPipeline
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logger.info("Initializing Kokoro pipeline...")
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pipeline = KPipeline(lang_code='a')
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logger.info("β
Kokoro pipeline initialized successfully")
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# Test generation
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logger.info("π Starting Kokoro TTS API setup...")
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check_environment()
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check_dependencies()
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if test_kokoro():
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test.py
CHANGED
@@ -1,21 +1,14 @@
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import os
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#
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os.environ['
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os.environ['TRANSFORMERS_CACHE'] = '/tmp/hf_cache'
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os.environ['HF_HUB_CACHE'] = '/tmp/hf_cache'
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os.environ['TORCH_HOME'] = '/tmp/torch_cache'
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# Create cache directories
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os.makedirs('/tmp/hf_cache', exist_ok=True)
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os.makedirs('/tmp/torch_cache', exist_ok=True)
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from kokoro import KPipeline
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import soundfile as sf
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import torch
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# Initialize Kokoro pipeline
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pipeline = KPipeline(lang_code='a'
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# Text to convert to speech
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text = '''
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import os
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# Set basic environment variables
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os.environ['NUMBA_DISABLE_JIT'] = '1'
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from kokoro import KPipeline
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import soundfile as sf
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import torch
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# Initialize Kokoro pipeline
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pipeline = KPipeline(lang_code='a')
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# Text to convert to speech
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text = '''
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test_kokoro_install.py
CHANGED
@@ -5,15 +5,8 @@ Simple test script to verify Kokoro TTS installation and functionality.
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import os
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#
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os.environ['
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os.environ['TRANSFORMERS_CACHE'] = '/tmp/hf_cache'
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os.environ['HF_HUB_CACHE'] = '/tmp/hf_cache'
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os.environ['TORCH_HOME'] = '/tmp/torch_cache'
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# Create cache directories
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os.makedirs('/tmp/hf_cache', exist_ok=True)
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os.makedirs('/tmp/torch_cache', exist_ok=True)
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def test_kokoro_import():
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"""Test if Kokoro can be imported"""
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@@ -31,7 +24,7 @@ def test_kokoro_pipeline():
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"""Test if Kokoro pipeline can be initialized"""
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try:
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from kokoro import KPipeline
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pipeline = KPipeline(lang_code='a'
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print("β
Kokoro pipeline initialized successfully!")
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return True
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except Exception as e:
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@@ -44,7 +37,7 @@ def test_kokoro_generation():
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from kokoro import KPipeline
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import soundfile as sf
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pipeline = KPipeline(lang_code='a'
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text = "Hello, this is a test of Kokoro TTS."
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generator = pipeline(text, voice='af_heart')
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import os
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# Set basic environment variables
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os.environ['NUMBA_DISABLE_JIT'] = '1'
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def test_kokoro_import():
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"""Test if Kokoro can be imported"""
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"""Test if Kokoro pipeline can be initialized"""
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try:
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from kokoro import KPipeline
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pipeline = KPipeline(lang_code='a')
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print("β
Kokoro pipeline initialized successfully!")
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return True
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except Exception as e:
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from kokoro import KPipeline
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import soundfile as sf
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pipeline = KPipeline(lang_code='a')
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text = "Hello, this is a test of Kokoro TTS."
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generator = pipeline(text, voice='af_heart')
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