mirror of
https://gitlab.freedesktop.org/gstreamer/gst-plugins-rs.git
synced 2024-11-26 13:31:00 +00:00
net/rusoto: implement parser for AWS transcription file
AWS can generate JSON files containing a full transcript, implement a simple push parser to support the format. Part-of: <https://gitlab.freedesktop.org/gstreamer/gst-plugins-rs/-/merge_requests/547>
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3 changed files with 405 additions and 0 deletions
366
net/rusoto/src/aws_transcribe_parse/imp.rs
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366
net/rusoto/src/aws_transcribe_parse/imp.rs
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@ -0,0 +1,366 @@
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// Copyright (C) 2021 Mathieu Duponchelle <mathieu@centricular.com>
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//
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// This library is free software; you can redistribute it and/or
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// modify it under the terms of the GNU Library General Public
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// License as published by the Free Software Foundation; either
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// version 2 of the License, or (at your option) any later version.
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//
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// This library is distributed in the hope that it will be useful,
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// but WITHOUT ANY WARRANTY; without even the implied warranty of
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// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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// Library General Public License for more details.
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//
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// You should have received a copy of the GNU Library General Public
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// License along with this library; if not, write to the
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// Free Software Foundation, Inc., 51 Franklin Street, Suite 500,
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// Boston, MA 02110-1335, USA.
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use gst::glib;
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use gst::prelude::*;
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use gst::subclass::prelude::*;
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use gst::{element_error, error_msg, gst_error, gst_log, gst_trace};
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use serde_derive::Deserialize;
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use once_cell::sync::Lazy;
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use std::sync::Mutex;
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static CAT: Lazy<gst::DebugCategory> = Lazy::new(|| {
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gst::DebugCategory::new(
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"awstranscribeparse",
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gst::DebugColorFlags::empty(),
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Some("AWS transcript parser"),
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)
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});
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struct State {
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adapter: gst_base::UniqueAdapter,
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}
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impl Default for State {
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fn default() -> Self {
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Self {
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adapter: gst_base::UniqueAdapter::new(),
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}
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}
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}
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unsafe impl Send for State {}
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pub struct TranscribeParse {
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srcpad: gst::Pad,
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sinkpad: gst::Pad,
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state: Mutex<State>,
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}
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#[derive(Deserialize, Debug)]
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#[serde(rename_all = "snake_case")]
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struct Alternative {
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confidence: serde_json::Value,
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content: String,
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}
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#[derive(Deserialize, Debug)]
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#[serde(rename_all = "snake_case")]
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struct Item {
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start_time: Option<String>,
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end_time: Option<String>,
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alternatives: Vec<Alternative>,
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#[serde(rename = "type")]
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type_: String,
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}
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#[derive(Deserialize, Debug)]
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#[serde(rename_all = "camelCase")]
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struct Results {
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transcripts: serde_json::Value,
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items: Vec<Item>,
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}
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#[derive(Deserialize, Debug)]
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#[serde(rename_all = "camelCase")]
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struct Transcript {
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job_name: String,
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account_id: String,
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results: Results,
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}
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impl TranscribeParse {
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fn sink_chain(
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&self,
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pad: &gst::Pad,
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_element: &super::TranscribeParse,
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buffer: gst::Buffer,
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) -> Result<gst::FlowSuccess, gst::FlowError> {
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gst_log!(CAT, obj: pad, "Handling buffer {:?}", buffer);
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let mut state = self.state.lock().unwrap();
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state.adapter.push(buffer);
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Ok(gst::FlowSuccess::Ok)
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}
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fn drain(&self) -> Result<(), gst::ErrorMessage> {
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let mut state = self.state.lock().unwrap();
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let available = state.adapter.available();
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let buffer = state
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.adapter
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.take_buffer(available)
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.unwrap()
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.into_mapped_buffer_readable()
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.unwrap();
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drop(state);
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self.srcpad.push_event(gst::event::Caps::new(
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&gst::Caps::builder("text/x-raw")
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.field("format", "utf8")
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.build(),
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));
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self.srcpad
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.push_event(gst::event::Segment::new(&gst::FormattedSegment::<
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gst::format::Time,
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>::new()));
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let json = std::str::from_utf8(buffer.as_slice()).map_err(|err| {
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error_msg!(
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gst::StreamError::Failed,
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["Couldn't parse input as utf8: {}", err]
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)
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})?;
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let mut transcript: Transcript = serde_json::from_str(json).map_err(|err| {
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error_msg!(
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gst::StreamError::Failed,
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["Unexpected transcription format: {}", err]
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)
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})?;
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let mut last_pts: gst::ClockTime = gst::ClockTime::from_nseconds(0);
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for mut item in transcript.results.items.drain(..) {
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match item.type_.as_str() {
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"punctuation" => {
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if !item.alternatives.is_empty() {
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let alternative = item.alternatives.remove(0);
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let mut outbuf = gst::Buffer::from_slice(alternative.content.into_bytes());
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{
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let outbuf = outbuf.get_mut().unwrap();
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outbuf.set_pts(last_pts);
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outbuf.set_duration(gst::ClockTime::from_nseconds(0));
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}
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self.srcpad.push(outbuf).map_err(|err| {
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error_msg!(
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gst::StreamError::Failed,
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["Failed to push transcript item: {}", err]
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)
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})?;
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}
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}
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"pronunciation" => {
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let start_time: f64 = match item.start_time.as_ref().unwrap().parse() {
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Ok(start_time) => start_time,
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Err(err) => {
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return Err(error_msg!(
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gst::StreamError::Failed,
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["Failed to parse start_time as float ({})", err]
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));
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}
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};
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let end_time: f64 = match item.end_time.as_ref().unwrap().parse() {
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Ok(end_time) => end_time,
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Err(err) => {
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return Err(error_msg!(
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gst::StreamError::Failed,
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["Failed to parse end_time as float ({})", err]
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));
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}
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};
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let start_pts =
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gst::ClockTime::from_nseconds((start_time as f64 * 1_000_000_000.0) as u64);
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let end_pts =
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gst::ClockTime::from_nseconds((end_time as f64 * 1_000_000_000.0) as u64);
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let duration = end_pts.saturating_sub(start_pts);
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if start_pts > last_pts {
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let gap_event = gst::event::Gap::builder(last_pts)
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.duration(start_pts - last_pts)
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.build();
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if !self.srcpad.push_event(gap_event) {
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return Err(error_msg!(
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gst::StreamError::Failed,
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["Failed to push gap"]
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));
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}
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}
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if !(item.alternatives.is_empty()) {
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let alternative = item.alternatives.remove(0);
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let mut outbuf = gst::Buffer::from_slice(alternative.content.into_bytes());
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{
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let outbuf = outbuf.get_mut().unwrap();
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outbuf.set_pts(start_pts);
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outbuf.set_duration(duration);
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}
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self.srcpad.push(outbuf).map_err(|err| {
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error_msg!(
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gst::StreamError::Failed,
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["Failed to push transcript item: {}", err]
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)
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})?;
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last_pts = end_pts;
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}
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}
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_ => unreachable!(),
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}
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}
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Ok(())
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}
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fn sink_event(
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&self,
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pad: &gst::Pad,
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element: &super::TranscribeParse,
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event: gst::Event,
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) -> bool {
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use gst::EventView;
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gst_log!(CAT, obj: pad, "Handling event {:?}", event);
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match event.view() {
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EventView::FlushStop(..) => {
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let mut state = self.state.lock().unwrap();
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*state = State::default();
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pad.event_default(Some(element), event)
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}
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EventView::Eos(..) => match self.drain() {
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Ok(()) => pad.event_default(Some(element), event),
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Err(err) => {
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gst_error!(CAT, obj: element, "failed to drain on EOS: {}", err);
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element_error!(
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element,
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gst::StreamError::Failed,
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["Streaming failed: {}", err]
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);
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false
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}
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},
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EventView::Segment(..) | EventView::Caps(..) => true,
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_ => pad.event_default(Some(element), event),
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}
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}
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}
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#[glib::object_subclass]
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impl ObjectSubclass for TranscribeParse {
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const NAME: &'static str = "RsAWSTranscribeParse";
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type Type = super::TranscribeParse;
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type ParentType = gst::Element;
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fn with_class(klass: &Self::Class) -> Self {
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let templ = klass.pad_template("sink").unwrap();
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let sinkpad = gst::Pad::builder_with_template(&templ, Some("sink"))
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.chain_function(|pad, parent, buffer| {
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TranscribeParse::catch_panic_pad_function(
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parent,
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|| Err(gst::FlowError::Error),
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|parse, element| parse.sink_chain(pad, element, buffer),
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)
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})
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.event_function(|pad, parent, event| {
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TranscribeParse::catch_panic_pad_function(
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parent,
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|| false,
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|parse, element| parse.sink_event(pad, element, event),
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)
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})
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.build();
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let templ = klass.pad_template("src").unwrap();
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let srcpad = gst::Pad::builder_with_template(&templ, Some("src")).build();
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Self {
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srcpad,
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sinkpad,
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state: Mutex::new(State::default()),
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}
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}
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}
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impl ObjectImpl for TranscribeParse {
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fn constructed(&self, obj: &Self::Type) {
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self.parent_constructed(obj);
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obj.add_pad(&self.sinkpad).unwrap();
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obj.add_pad(&self.srcpad).unwrap();
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}
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}
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impl ElementImpl for TranscribeParse {
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fn metadata() -> Option<&'static gst::subclass::ElementMetadata> {
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static ELEMENT_METADATA: Lazy<gst::subclass::ElementMetadata> = Lazy::new(|| {
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gst::subclass::ElementMetadata::new(
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"AWS transcript parser",
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"Text/Subtitle",
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"Parses AWS transcripts into timed text buffers",
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"Mathieu Duponchelle <mathieu@centricular.com>",
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)
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});
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Some(&*ELEMENT_METADATA)
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}
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fn pad_templates() -> &'static [gst::PadTemplate] {
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static PAD_TEMPLATES: Lazy<Vec<gst::PadTemplate>> = Lazy::new(|| {
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let caps = gst::Caps::builder("application/x-json").build();
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let sink_pad_template = gst::PadTemplate::new(
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"sink",
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gst::PadDirection::Sink,
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gst::PadPresence::Always,
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&caps,
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)
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.unwrap();
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let caps = gst::Caps::builder("text/x-raw")
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.field("format", "utf8")
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.build();
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let src_pad_template = gst::PadTemplate::new(
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"src",
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gst::PadDirection::Src,
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gst::PadPresence::Always,
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&caps,
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)
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.unwrap();
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vec![src_pad_template, sink_pad_template]
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});
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PAD_TEMPLATES.as_ref()
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}
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fn change_state(
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&self,
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element: &Self::Type,
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transition: gst::StateChange,
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) -> Result<gst::StateChangeSuccess, gst::StateChangeError> {
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gst_trace!(CAT, obj: element, "Changing state {:?}", transition);
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match transition {
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gst::StateChange::ReadyToPaused | gst::StateChange::PausedToReady => {
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// Reset the whole state
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let mut state = self.state.lock().unwrap();
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*state = State::default();
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}
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_ => (),
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}
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self.parent_change_state(element, transition)
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}
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}
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37
net/rusoto/src/aws_transcribe_parse/mod.rs
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37
net/rusoto/src/aws_transcribe_parse/mod.rs
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@ -0,0 +1,37 @@
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// Copyright (C) 2021 Mathieu Duponchelle <mathieu@centricular.com>
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//
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// This library is free software; you can redistribute it and/or
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// modify it under the terms of the GNU Library General Public
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// License as published by the Free Software Foundation; either
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// version 2 of the License, or (at your option) any later version.
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//
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// This library is distributed in the hope that it will be useful,
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// but WITHOUT ANY WARRANTY; without even the implied warranty of
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// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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// Library General Public License for more details.
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//
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// You should have received a copy of the GNU Library General Public
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// License along with this library; if not, write to the
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// Free Software Foundation, Inc., 51 Franklin Street, Suite 500,
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// Boston, MA 02110-1335, USA.
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use gst::glib;
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use gst::prelude::*;
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mod imp;
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glib::wrapper! {
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pub struct TranscribeParse(ObjectSubclass<imp::TranscribeParse>) @extends gst::Element, gst::Object;
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}
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unsafe impl Send for TranscribeParse {}
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unsafe impl Sync for TranscribeParse {}
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pub fn register(plugin: &gst::Plugin) -> Result<(), glib::BoolError> {
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gst::Element::register(
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Some(plugin),
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"awstranscribeparse",
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gst::Rank::None,
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TranscribeParse::static_type(),
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)
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}
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@ -8,6 +8,7 @@
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use gst::glib;
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mod aws_transcribe_parse;
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mod aws_transcriber;
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mod s3sink;
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mod s3src;
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fn plugin_init(plugin: &gst::Plugin) -> Result<(), glib::BoolError> {
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s3sink::register(plugin)?;
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s3src::register(plugin)?;
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aws_transcribe_parse::register(plugin)?;
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aws_transcriber::register(plugin)?;
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Ok(())
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