mosecanolimit / app /helpers.py
fabiogra
feat: add max amplitude, improve plots
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import json
import os
import random
from base64 import b64encode
from io import BytesIO
from pathlib import Path
import matplotlib.pyplot as plt
import numpy as np
import streamlit as st
from PIL import Image
from pydub import AudioSegment
from streamlit.runtime.scriptrunner import RerunData, RerunException
from streamlit.source_util import get_pages
from streamlit_player import st_player
extensions = ["mp3", "wav", "ogg", "flac"] # we will look for all those file types.
def check_file_availability(url):
exit_status = os.system(f"wget -o --spider {url}")
return exit_status == 0
@st.cache_data(show_spinner=False)
def url_is_valid(url):
if url.startswith("http") is False:
st.error("URL should start with http or https.")
return False
elif url.split(".")[-1] not in extensions:
st.error("Extension not supported.")
return False
try:
return check_file_availability(url)
except Exception:
st.error("URL is not valid.")
return False
@st.cache_data(show_spinner=False)
def load_audio_segment(path: str, format: str) -> AudioSegment:
return AudioSegment.from_file(path, format=format)
@st.cache_data(show_spinner=False)
def plot_audio(_audio_segment: AudioSegment, max_y: float, *args, **kwargs) -> Image.Image:
samples = _audio_segment.get_array_of_samples()
arr = np.array(samples)
fig, ax = plt.subplots(figsize=(10, 2))
ax.plot(arr, linewidth=0.04)
ax.set_axis_off()
# Scale the plot based on max Y value
ax.set_ylim(bottom=-max_y, top=max_y)
# Set the background color to transparent
fig.patch.set_alpha(0)
ax.patch.set_alpha(0)
buf = BytesIO()
plt.savefig(buf, format="png", dpi=100, bbox_inches="tight")
buf.seek(0)
image = Image.open(buf)
plt.close(fig)
return image
@st.cache_data(show_spinner=False)
def load_list_of_songs(path="sample_songs.json"):
if os.environ.get("PREPARE_SAMPLES"):
return json.load(open(path))
else:
st.error(
"No examples available. You need to set the environment variable `PREPARE_SAMPLES=true`"
)
def get_random_song():
sample_songs = load_list_of_songs()
if sample_songs is None:
return None, None
name, url = random.choice(list(sample_songs.items()))
return name, url
def streamlit_player(
player,
url,
height,
is_active,
muted,
start,
key,
playback_rate=1,
events=None,
play_inline=False,
light=False,
):
with player:
options = {
"progress_interval": 1000,
"playing": is_active, # st.checkbox("Playing", False),
"muted": muted,
"light": light,
"play_inline": play_inline,
"playback_rate": playback_rate,
"height": height,
"config": {"start": start},
"events": events,
}
if url != "":
events = st_player(url, **options, key=key)
return events
@st.cache_data(show_spinner=False)
def local_audio(path, mime="audio/mp3"):
data = b64encode(Path(path).read_bytes()).decode()
return [{"type": mime, "src": f"data:{mime};base64,{data}"}]
def _standardize_name(name: str) -> str:
return name.lower().replace("_", " ").strip()
@st.cache_data(show_spinner=False)
def switch_page(page_name: str):
st.session_state.page = page_name
page_name = _standardize_name(page_name)
pages = get_pages("header.py") # OR whatever your main page is called
for page_hash, config in pages.items():
if _standardize_name(config["page_name"]) == page_name:
raise RerunException(
RerunData(
page_script_hash=page_hash,
page_name=page_name,
)
)
page_names = [_standardize_name(config["page_name"]) for config in pages.values()]
raise ValueError(f"Could not find page {page_name}. Must be one of {page_names}")
def st_local_audio(pathname, key):
st_player(
local_audio(pathname),
**{
"progress_interval": 1000,
"playing": False,
"muted": False,
"light": False,
"play_inline": True,
"playback_rate": 1,
"height": 40,
"config": {"start": 0, "forceAudio": True, "forceHLS": True, "forceSafariHLS": True},
},
key=key,
)