added image grid generation and web scraping for arbitrary creation

This commit is contained in:
aj 2019-12-28 00:59:41 +00:00
parent 3289e6b242
commit 626873a164
4 changed files with 265 additions and 2 deletions

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@ -0,0 +1,94 @@
from bs4 import BeautifulSoup
import requests
from datetime import date
from fmframework.model.album import Album
from fmframework.model.artist import Artist
from fmframework.model.fm import Image
from fmframework.net.network import Network
import fmframework.image
import logging
logger = logging.getLogger(__name__)
def get_album_chart_image(net: Network,
username: str,
from_date: date,
to_date: date,
limit: int = 20,
image_size: Image.Size = Image.Size.extralarge,
image_width: int = 5):
album_chart = get_populated_album_chart(net=net, username=username,
from_date=from_date, to_date=to_date,
limit=limit)
return fmframework.image.get_image_grid_from_objects(net=net,
objects=album_chart,
image_size=image_size,
image_width=image_width)
def get_populated_album_chart(net: Network, username: str, from_date: date, to_date: date, limit: int):
chart = get_scraped_album_chart(username, from_date, to_date, limit)
logger.info('populating scraped albums')
albums = []
for counter, scraped in enumerate(chart):
logger.debug(f'populating {counter} of {len(chart)}')
albums.append(net.get_album(name=scraped.name, artist=scraped.artist.name))
return albums
def get_scraped_album_chart(username: str, from_date: date, to_date: date, limit: int):
logger.info(f'scraping album chart from {from_date} to {to_date} for {username}')
pages = int(limit / 50)
if limit % 50 != 0:
pages += 1
albums = []
for i in range(pages):
scraped_albums = get_scraped_album_chart_page(username, from_date, to_date, i + 1)
if scraped_albums is not None:
albums += scraped_albums
return albums[:limit]
def get_scraped_album_chart_page(username: str, from_date: date, to_date: date, page: int):
logger.debug(f'loading page {page} from {from_date} to {to_date} for {username}')
html = requests.get(f'https://www.last.fm/user/{username}/library/albums'
f'?from={from_date.strftime("%Y-%m-%d")}'
f'&to={to_date.strftime("%Y-%m-%d")}'
f'&page={page}')
if 200 <= html.status_code < 300:
parser = BeautifulSoup(html.content, 'html.parser')
chart_section = parser.find('section', id='top-albums-section')
rows = chart_section.find_all('tr', 'chartlist-row')
albums = []
for row in rows:
names = row.find_all('a', title=True)
album_name = names[0]['title']
artist_name = names[1]['title']
scrobble_tag = row.find('span', {"class": "chartlist-count-bar-value"})
scrobble_count = [int(s) for s in scrobble_tag.contents[0].split() if s.isdigit()]
if len(scrobble_count) != 1:
logger.error('no scrobble count integers found')
scrobble_count = 0
else:
scrobble_count = scrobble_count[0]
artist = Artist(name=artist_name)
album = Album(name=album_name, artist=artist, user_scrobbles=scrobble_count)
albums.append(album)
return albums
else:
logger.error(f'HTTP error occurred {html.status_code}')

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@ -0,0 +1,63 @@
import numpy as np
from typing import List
from fmframework.net.network import Network, ImageSizeNotAvailableException
from fmframework.model.fm import Image
import logging
logger = logging.getLogger(__name__)
def get_blank_image(width, height):
return np.zeros((height, width, 3), np.uint8)
def arrange_cover_grid(images: List[np.array], width: int = 5):
logger.debug(f'arranging {len(images)} images at width {width}')
rows = []
for row in chunk(images, width):
row_img = row[0]
for image in row[1:]:
row_img = np.concatenate((row_img, image), axis=1)
# handle incomplete final row
if len(row) < width and len(rows) > 0:
width = rows[0].shape[1] - row_img.shape[1]
height = rows[0].shape[0]
logger.debug(rows[0].shape)
row_img = np.concatenate((row_img, get_blank_image(width=width, height=height)), axis=1)
rows.append(row_img)
final_img = rows[0]
if len(rows) > 1:
for row in rows[1:]:
final_img = np.concatenate((final_img, row), axis=0)
return final_img
def get_image_grid_from_objects(net: Network, objects, image_size: Image.Size, image_width: int = 5):
logger.debug(f'getting {image_size.name} image grid of {len(objects)} objects at width {image_width}')
images = []
for counter, iter_object in enumerate(objects):
logger.debug(f'downloading image {counter} of {len(objects)}')
try:
images.append(net.download_image_by_size(iter_object, size=image_size))
except ImageSizeNotAvailableException:
logger.error(f'{image_size.name} image not available for {iter_object.name}')
grid_image = arrange_cover_grid(images=images, width=image_width)
return grid_image
def chunk(l, n):
for i in range(0, len(l), n):
yield l[i:i+n]
def generate_album_chart_grid(net: Network,
chart_range: Network.Range,
image_size: Image.Size = Image.Size.extralarge,
limit: int = 100,
image_width: int = 5):
chart = net.get_top_albums(period=chart_range, limit=limit)
return get_image_grid_from_objects(net=net, objects=chart, image_size=image_size, image_width=image_width)

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@ -22,6 +22,9 @@ class Image:
self.size = size
self.link = link
def __str__(self):
return f'{self.size.name} - {self.link}'
class Wiki:
def __init__(self,
@ -65,6 +68,23 @@ class LastFM:
f'listeners({self.listeners}), wiki({self.wiki})'
class WeeklyChart:
def __init__(self, from_time, to_time):
self.from_secs = from_time
self.to_secs = to_time
@property
def from_date(self):
return datetime.fromtimestamp(self.from_secs)
@property
def to_date(self):
return datetime.fromtimestamp(self.to_secs)
def __str__(self):
return f'{self.from_secs} -> {self.to_secs}'
class Scrobble:
def __init__(self,
track: Track = None,

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@ -1,11 +1,14 @@
import requests
from typing import Optional, List
from typing import Optional, List, Union
from copy import deepcopy
import logging
from enum import Enum
from datetime import datetime, date, time, timedelta
from fmframework.model.fm import Scrobble, Wiki, Image
import numpy as np
import cv2
from fmframework.model.fm import Scrobble, Wiki, Image, WeeklyChart
from fmframework.model.track import Track
from fmframework.model.album import Album
from fmframework.model.artist import Artist
@ -13,6 +16,10 @@ from fmframework.model.artist import Artist
logger = logging.getLogger(__name__)
class ImageSizeNotAvailableException(Exception):
pass
class Network:
class Range(Enum):
@ -259,6 +266,85 @@ class Network:
return [self.parse_artist(i) for i in iterator.items]
def download_image_by_size(self, fm_object: Union[Track, Album, Artist], size: Image.Size):
try:
images = fm_object.images
image_pointer = next((i for i in images if i.size == size), None)
if image_pointer is not None:
return self.download_image(image_pointer=image_pointer)
else:
logger.error(f'image of size {size.name} not found')
raise ImageSizeNotAvailableException
except AttributeError:
logger.error(f'{fm_object} has no images')
@staticmethod
def download_image(image_pointer: Image):
logger.info(f'downloading {image_pointer.size.name} image - {image_pointer.link}')
resp = requests.get(image_pointer.link, stream=True)
if 200 <= resp.status_code < 300:
image = np.asarray(bytearray(resp.content), dtype="uint8")
image = cv2.imdecode(image, cv2.IMREAD_COLOR)
return image
else:
logger.error(f'http error {resp.status_code}')
def get_weekly_charts(self, username: str = None):
logger.info('getting weekly chart list')
params = {'user': self.username if username is None else username}
resp = self.get_request('user.getweeklychartlist', params=params)
if resp:
return [WeeklyChart(from_time=int(i['from']), to_time=int(i['to']))
for i in resp.get('weeklychartlist', {}).get('chart', [])]
else:
logger.error('no response')
def get_weekly_chart(self,
object_type,
chart: WeeklyChart = None,
from_time: int = None,
to_time: int = None,
username: str = None,
limit: int = None):
if object_type not in ['album', 'artist', 'track']:
raise ValueError('invalid object type')
if chart is None and (from_time is None or to_time is None):
raise ValueError('no time range')
if chart is not None:
from_time = chart.from_secs
to_time = chart.to_secs
if limit is not None:
logger.info(f'pulling top {limit} {object_type}s from {chart.from_date} to {chart.to_date} '
f'for {self.username if username is None else username}')
else:
logger.info(f'pulling top {object_type}s from {chart.from_date} to {chart.to_date} '
f'for {self.username if username is None else username}')
params = {
'user': self.username if username is None else username,
'from': from_time,
'to': to_time
}
resp = self.get_request(method=f'user.getweekly{object_type}chart', params=params)
if resp:
if object_type == 'track':
return [self.parse_track(i) for i in resp.get('weeklytrackchart', {}).get('track', [])]
elif object_type == 'album':
return [self.parse_album(i) for i in resp.get('weeklyalbumchart', {}).get('album', [])]
elif object_type == 'artist':
return [self.parse_artist(i) for i in resp.get('weeklyartistchart', {}).get('artist', [])]
else:
logger.error('no response')
@staticmethod
def parse_wiki(wiki_dict) -> Optional[Wiki]:
if wiki_dict: