├── test ├── pollycast_test │ ├── __init__.py │ ├── bucket_spec.py │ └── entry_spec.py └── mamba_runner.py ├── .gitignore ├── event.json ├── pollycast ├── voice_utils.py ├── bucket.py ├── __init__.py └── entry.py ├── Pipfile ├── samTemplate.yaml ├── README.md ├── LICENSE └── Pipfile.lock /test/pollycast_test/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /test/mamba_runner.py: -------------------------------------------------------------------------------- 1 | from mamba.cli import main 2 | 3 | main() 4 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | env/ 3 | *.zip 4 | six.py 5 | feedparser.py 6 | local_event.json 7 | .vendor 8 | .serverless -------------------------------------------------------------------------------- /event.json: -------------------------------------------------------------------------------- 1 | { 2 | "rss": "http://feeds.feedburner.com/AmazonWebServicesBlog", 3 | "bucket": "YOUR_BUCKET_NAME" 4 | } 5 | -------------------------------------------------------------------------------- /pollycast/voice_utils.py: -------------------------------------------------------------------------------- 1 | import os 2 | import random 3 | 4 | 5 | def random_voice_id(): 6 | return random.choice(os.environ['Voices'].split(",")) 7 | -------------------------------------------------------------------------------- /Pipfile: -------------------------------------------------------------------------------- 1 | [[source]] 2 | url = "https://pypi.org/simple" 3 | verify_ssl = true 4 | name = "pypi" 5 | 6 | [packages] 7 | feedgen = "==0.4.0" 8 | feedparser = "==5.2.1" 9 | "bs4" = "*" 10 | python-dateutil = "==2.6.0" 11 | newspaper3k = "*" 12 | boltons = "*" 13 | boto3 = "*" 14 | 15 | [dev-packages] 16 | expects = "*" 17 | mamba = "*" 18 | 19 | [requires] 20 | python_version = "3.8" 21 | -------------------------------------------------------------------------------- /test/pollycast_test/bucket_spec.py: -------------------------------------------------------------------------------- 1 | from unittest.mock import Mock 2 | 3 | from expects import expect, be 4 | from mamba import description, it 5 | 6 | from pollycast.bucket import Bucket 7 | 8 | with description("Bucket"): 9 | with it("should report file present when it is and return it"): 10 | episode_id = "episode_id" 11 | file_name = f"{episode_id}.voice_id.etc" 12 | s3_bucket = Mock() 13 | s3_bucket.objects.all.return_value = [Mock(key=file_name)] 14 | bucket = Bucket("test_name", Mock(return_value=s3_bucket)) 15 | 16 | expect(bucket.has_file(episode_id)).to(be(True)) 17 | expect(bucket.get_file(episode_id)).to(be(file_name)) 18 | -------------------------------------------------------------------------------- /pollycast/bucket.py: -------------------------------------------------------------------------------- 1 | from dataclasses import dataclass, field 2 | from typing import Callable 3 | 4 | import boto3 5 | from boltons.cacheutils import cachedproperty 6 | 7 | 8 | @dataclass 9 | class Bucket: 10 | name: str 11 | bucket_provider: Callable[[str], object] = lambda bucket_name: boto3.resource('s3').Bucket(bucket_name) 12 | s3_bucket: object = field(init=False) 13 | 14 | def __post_init__(self): 15 | self.s3_bucket = self.bucket_provider(self.name) 16 | 17 | @cachedproperty 18 | def files(self) -> dict: 19 | files = (o.key for o in self.s3_bucket.objects.all()) 20 | return {file.split('.')[0]: file for file in files} 21 | 22 | def has_file(self, id): 23 | return id in self.files 24 | 25 | def get_file(self, id): 26 | return self.files.get(id) 27 | 28 | def __getattr__(self, item): 29 | return getattr(self.s3_bucket, item) 30 | -------------------------------------------------------------------------------- /pollycast/__init__.py: -------------------------------------------------------------------------------- 1 | import logging 2 | 3 | import feedparser 4 | from feedgen.feed import FeedGenerator 5 | 6 | from pollycast.bucket import Bucket 7 | from pollycast.entry import Entry 8 | 9 | 10 | def lambda_handler(event, _): 11 | rss = event['rss'] 12 | bucket_name = event['bucket'] 13 | logging.info(f"Processing url: {rss}") 14 | logging.info(f"Using bucket: {bucket_name}") 15 | 16 | bucket = Bucket(bucket_name) 17 | feed = feedparser.parse(rss) 18 | entries = [Entry(input_entry, bucket) for input_entry in feed.entries] 19 | 20 | feed_generator = init_feed_generator(feed) 21 | 22 | for entry in entries: 23 | try: 24 | feed_generator.add_entry(entry.as_feed_entry()) 25 | except Exception as e: 26 | logging.error(f"Error while processing {entry}:\n\n {e}") 27 | 28 | bucket.put_object(Key='podcast.xml', Body=feed_generator.rss_str(pretty=True)) 29 | 30 | 31 | def init_feed_generator(feed): 32 | feed_generator = FeedGenerator() 33 | feed_generator.load_extension('podcast') 34 | feed_generator.title("PocketCast") 35 | feed_generator.link(href=feed.feed.link, rel='alternate') 36 | feed_generator.subtitle(feed.feed.description or 'PocketCast') 37 | return feed_generator 38 | -------------------------------------------------------------------------------- /test/pollycast_test/entry_spec.py: -------------------------------------------------------------------------------- 1 | from collections import defaultdict 2 | from unittest.mock import Mock 3 | 4 | from expects import expect, contain, equal, be 5 | from feedparser import FeedParserDict 6 | from mamba import description, it 7 | 8 | from pollycast.entry import Entry 9 | 10 | EXAMPLE_ID = "example_id" 11 | BASIC_INPUT_ENTRY = FeedParserDict(id=EXAMPLE_ID) 12 | 13 | 14 | def mock_bucket(has_file=False, file_name=None): 15 | bucket = Mock() 16 | bucket.has_file = Mock(return_value=has_file) 17 | bucket.get_file = Mock(return_value=file_name) 18 | return bucket 19 | 20 | 21 | with description("Entry"): 22 | with it("should hash http-link form id's"): 23 | http_id = "http://example.com" 24 | entry = Entry(FeedParserDict(id=http_id), None) 25 | 26 | expect(entry.id).not_to(contain("http")) 27 | 28 | with it("should not change it if it is does not contain http"): 29 | entry = Entry(BASIC_INPUT_ENTRY, None) 30 | 31 | expect(entry.id).to(equal(EXAMPLE_ID)) 32 | 33 | with it("should be marked as processed if the file with given id is in the bucket"): 34 | entry = Entry(BASIC_INPUT_ENTRY, mock_bucket(True)) 35 | 36 | expect(entry.processed).to(be(True)) 37 | 38 | with it("should redirect unset fields to input_entry"): 39 | test_field = "whee" 40 | entry = Entry(FeedParserDict(id=EXAMPLE_ID, test_field=test_field), None) 41 | 42 | expect(entry.test_field).to(equal(test_field)) 43 | 44 | with it("should use file in the bucket if the file for given id exists"): 45 | file_name = "mock_file_name" 46 | bucket = mock_bucket(True, file_name) 47 | entry = Entry(BASIC_INPUT_ENTRY, bucket) 48 | entry.file_name 49 | 50 | bucket.get_file.assert_called_with(EXAMPLE_ID) 51 | 52 | with it("should call polly to do synthesis when no previous recording for the entry found"): 53 | bucket = mock_bucket(False) 54 | polly = Mock() 55 | entry = Entry(BASIC_INPUT_ENTRY, bucket, polly) 56 | 57 | polly.start_speech_synthesis_task = Mock(return_value=defaultdict(lambda: defaultdict(dict))) 58 | 59 | entry.file_name 60 | 61 | polly.start_speech_synthesis_task.assert_called() 62 | -------------------------------------------------------------------------------- /samTemplate.yaml: -------------------------------------------------------------------------------- 1 | AWSTemplateFormatVersion: '2010-09-09' 2 | Description: Transform rss text articles into podcasts 3 | Parameters: 4 | Environment: 5 | Default: Development 6 | Type: String 7 | RSSFeed: 8 | Type: String 9 | Resources: 10 | pollyBucket: 11 | Type: AWS::S3::Bucket 12 | DeletionPolicy: Retain 13 | Properties: 14 | WebsiteConfiguration: 15 | IndexDocument: "podcast.xml" 16 | pollyBucketPolicy: 17 | Type: AWS::S3::BucketPolicy 18 | Properties: 19 | Bucket: 20 | Ref: pollyBucket 21 | PolicyDocument: 22 | Statement: 23 | - Action: 24 | - "s3:GetObject" 25 | Effect: "Allow" 26 | Resource: 27 | Fn::Sub: 28 | - "arn:aws:s3:::${bucket_name}/*" 29 | - bucket_name: 30 | Ref: pollyBucket 31 | Principal: "*" 32 | pollyRule: 33 | Type: AWS::Events::Rule 34 | Properties: 35 | Description: Rule to invoke pollycast lambda regularly 36 | ScheduleExpression: "rate(3 minutes)" 37 | State: ENABLED 38 | Targets: 39 | - Arn: 40 | Fn::GetAtt: 41 | - pollycast 42 | - Arn 43 | Id: "PollyCastFunction" 44 | Input: 45 | Fn::Sub: 46 | - '{ 47 | "rss": "${RSSFeed}", 48 | "bucket": "${pollyBucket}" 49 | }' 50 | - {} 51 | PermissionForEventsToInvokeLambda: 52 | Type: AWS::Lambda::Permission 53 | Properties: 54 | FunctionName: 55 | Ref: pollycast 56 | Action: "lambda:InvokeFunction" 57 | Principal: "events.amazonaws.com" 58 | SourceArn: 59 | Fn::GetAtt: 60 | - pollyRule 61 | - Arn 62 | pollycast: 63 | Properties: 64 | CodeUri: ./_build 65 | Handler: pollycast.lambda_handler 66 | Environment: 67 | Variables: 68 | # todo how do I prioritize some? - can add them to the list multiple times. 69 | # these are kids voices :p removing them for now. 70 | # "Justin","Ivy" 71 | # from https://docs.aws.amazon.com/polly/latest/dg/ntts-voices-main.html 72 | Voices: Salli,Joey,Matthew,Joanna,Kendra,Kimberly,Amy,Emma,Brian 73 | Policies: 74 | - Statement: 75 | - Action: 76 | - polly:SynthesizeSpeech 77 | - polly:StartSpeechSynthesisTask 78 | - s3:ListBucket 79 | - s3:PutObject 80 | - xray:PutTraceSegments 81 | - xray:PutTelemetryRecords 82 | - polly:SynthesizeSpeech 83 | - logs:CreateLogGroup 84 | - logs:CreateLogStream 85 | - logs:PutLogEvents 86 | Effect: Allow 87 | Resource: 88 | - '*' 89 | Version: '2012-10-17' 90 | - Statement: 91 | - Action: 92 | - s3:ListBucket 93 | - s3:PutObject 94 | Effect: Allow 95 | Resource: 96 | - Fn::GetAtt: 97 | - pollyBucket 98 | - Arn 99 | Version: '2012-10-17' 100 | Runtime: python3.8 101 | Timeout: 300 102 | Type: AWS::Serverless::Function 103 | Transform: AWS::Serverless-2016-10-31 104 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Polly podcast 2 | This app allows you to easily convert any publicly available RSS content into audio Podcasts, so you can listen to your favorite blogs on mobile devices instead of reading them. 3 | 4 | # Notice 5 | This repo is based on https://github.com/awslabs/amazon-polly-sample but this version actually works. 6 | * The podcast file links are not broken; 7 | * Support for far larger text length 8 | * Support for extracting content from the link provided in RSS feed (I use this to convert my Pocket-saved articles) 9 | 10 | 11 | # Requirements 12 | You will need an AWS account and an RSS feed. 13 | Some technical experience is required to setup your own instance of the app, but you don't have to write any code. Once setup, it can be used by anyone using a standard Podcast player. 14 | 15 | # How does it work? 16 | 1. Amazon CloudWatch periodically triggers a function hosted using AWS Lambda. 17 | 2. The function checks for new content on the selected RSS feed. 18 | 3. When any new text content is available, it is retrieved, converted into lifelike speech using Amazon Polly, and stored as a set of audio files in a chosen S3 bucket. 19 | 4. The same S3 bucket that hosts podcast.xml can be pointed to by any Podcast application (like iTunes), in order to play the audio content. 20 | 21 | # AWS Resources Setup 22 | 23 | All relevant resources are defined in `samTempleate.yaml` file. 24 | So only thing you need to do is to: 25 | 26 | 1. **TODO**. Collect relevant dependencies. 27 | Section below is kind of relevant, but very moderately. 28 | Very briefly you need to: 29 | 30 | * Get all dependencies into some build 31 | directory (`pipenv run pip install -r <(pipenv lock -r) --target _build/`) 32 | * Add your code there (`cp -Rf pollycast _build/`) 33 | * And point `CodeUri` in `samTempleate.yaml` to your build directory 34 | 35 | 2. 36 | Run `aws cloudformation package --template-file samTemplate.yaml --s3-bucket > /tmp/packaged.yml` 37 | 38 | 3. 39 | Run `aws cloudformation deploy --template-file /tmp/packaged.yml --capabilities CAPABILITY_IAM --parameter-overrides RSSFeed= --stack-name ` 40 | 41 | 42 | ## Building the zip package on a MAC (easy on Linux) 43 | 1. If you upload the Mac version, you’ll see “invalid ELF header” logs when you try to test your Lambda function. 44 | * You need Linux versions of library files to be able to run in AWS Lambda environment. That's where Docker comes in handy. 45 | * With Docker you can very easily can run a Linux container locally on your Mac, install the Python libraries within the container so they are automatically in the right Linux format, and zip up the files ready to upload to AWS. 46 | * You’ll need Docker for Mac installed first. (https://www.docker.com/products/docker) 47 | 48 | 2. Spin up an Ubuntu container which will have the lambda code you want to package 49 | * run the following command: 50 | 51 | ``` 52 | docker run -v $(pwd):/working -it --rm ubuntu 53 | ``` 54 | The -v flag makes your code directory available inside the container in a directory called “working”. 55 | You should now be inside the container at a shell prompt. 56 | 57 | 3. Install pip and zip. 58 | * run the following commands: 59 | ``` 60 | apt-get update 61 | apt-get install -y python3-pip 62 | apt-get install -y zip 63 | pip3 install pipenv 64 | ``` 65 | 66 | 4. Install the python requirements. 67 | * run the following commands: 68 | ``` 69 | cd working 70 | pipenv run pip install -r <(pipenv lock -r) --target _build/ 71 | ``` 72 | 73 | 5. Proceed with CFN steps above 74 | -------------------------------------------------------------------------------- /pollycast/entry.py: -------------------------------------------------------------------------------- 1 | import boto3 2 | import hashlib 3 | import logging 4 | from boltons.cacheutils import cachedproperty 5 | from dataclasses import dataclass, field 6 | from feedgen.entry import FeedEntry 7 | from feedparser import FeedParserDict 8 | from newspaper import Article 9 | from typing import Callable 10 | 11 | from pollycast.bucket import Bucket 12 | from pollycast.voice_utils import random_voice_id 13 | 14 | SYNTHESIS_FORMAT = "mp3" 15 | 16 | 17 | @dataclass 18 | class Entry: 19 | input_entry: FeedParserDict 20 | bucket: Bucket 21 | polly: object = field(default_factory=lambda: boto3.client("polly")) 22 | article_supplier: Callable[[], Article] = Article 23 | 24 | def __getattr__(self, item): 25 | return self.input_entry.get(item) 26 | 27 | def as_feed_entry(self) -> FeedEntry: 28 | result = FeedEntry() 29 | result.id(self.id) 30 | result.link(href=self.link) 31 | result.content(self.content) 32 | result.title(self.title()) 33 | result.published(self.published) 34 | result.enclosure(self.get_file_url(), 0, 'audio/mpeg') 35 | 36 | return result 37 | 38 | def get_file_url(self): 39 | return f"http://{self.bucket.name}.s3.amazonaws.com/{self.file_name}" 40 | 41 | @cachedproperty 42 | def file_name(self): 43 | if self.processed: 44 | logging.info(f"File with {self.id} id is found. Skipping transcription for this entry") 45 | return self.bucket.get_file(self.id) 46 | 47 | return self.synthesize_speech() 48 | 49 | def synthesize_speech(self): 50 | file_prefix = f"{self.id}.{self.voice}" 51 | response = self.polly.start_speech_synthesis_task( 52 | # switching off to reduce costs 53 | # Engine="neural", 54 | Text=self.content, 55 | OutputFormat=SYNTHESIS_FORMAT, 56 | OutputS3BucketName=self.bucket.name, 57 | OutputS3KeyPrefix=file_prefix, 58 | VoiceId=self.voice 59 | ) 60 | 61 | return f"{file_prefix}.{response['SynthesisTask']['TaskId']}.{SYNTHESIS_FORMAT}" 62 | 63 | def title(self): 64 | return self.input_entry['title'] + f". Read by {self.voice}" 65 | 66 | @cachedproperty 67 | def voice(self): 68 | return random_voice_id() 69 | 70 | @property 71 | def content(self): 72 | return f"{self.title()} by {self.authors}. Published on {self.published}.\n {self.article.text}" 73 | 74 | @property 75 | def authors(self): 76 | article_authors = " and ".join(self.article.authors) 77 | return self.input_entry.get('author', article_authors) 78 | 79 | @cachedproperty 80 | def article(self) -> Article: 81 | if self.processed: 82 | return FeedParserDict(authors='', text='') 83 | 84 | article = self.article_supplier(self.input_entry.link) 85 | 86 | if "content" in self.input_entry: 87 | article.set_html(self.input_entry.content[0].value) 88 | logging.info("Using inline content") 89 | else: 90 | logging.info(f"Getting content from: {self.input_entry.link}") 91 | article.download() 92 | 93 | article.parse() 94 | logging.debug("Just retrieved the following article: ") 95 | logging.debug(article) 96 | return article 97 | 98 | @cachedproperty 99 | def processed(self): 100 | return self.bucket.has_file(self.id) 101 | 102 | @cachedproperty 103 | def id(self): 104 | if "http" in self.input_entry.id: 105 | return self.md5(self.input_entry.id) 106 | 107 | return self.input_entry.id 108 | 109 | @staticmethod 110 | def md5(url): 111 | return hashlib.md5(str(url).encode("utf-8")).hexdigest() 112 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. 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