selector='.chart-row__current-week',
func='sel_text',
kws={'numbers': True})
song = Template(name='song',
selector='.chart-row__main-display',
db_type='MongoDB',
db='billboard',
table='songs2',
required=True,
attrs=[name, artist, position])
next_date = Template(name='next_date',
selector='#chart-nav',
required=True,
attrs=[
Attr(name='next_week',
func='sel_url',
selector='a[title="Next Week"]',
source={'copy_attrs': 'year'}),
Attr(name='year',
func='sel_url',
selector='a[title="Next Week"]',
kws={'regex': '\/([0-9\-]+)'})
])
charts = ScrapeModel(
name='Hot 100',
domain='https://www.billboard.com/',
phases=[Phase(n_workers=5, sources=start, templates=[song, next_date])])
wordpress_source = ProgramSource(
function='yes y | wpscan {} --batch --follow-redirection')
robot_source = ProgramSource(
function='/home/jim/git/robot-detect/robot-detect --csv -q {}')
passwords_source = ProgramSource(
function='grep -ra @{}: ~/ideas/BreachCompilation/data')
defcon_1 = ScrapeModel(name='nmap_test',
domain='',
num_getters=1,
phases=[
ip_phase(n_workers=10,
templates=[
ip_template(db='defcon',
table='companies',
func='update',
kws={'key': '_id'},
source=['ip'])
],
sources=jacco), port_phase,
Phase(templates=[git_template],
sources=jacco_git,
parser=TextParser),
Phase(templates=[ds_store_template],
sources=jacco_ds,
parser=TextParser)
])
tags_attr = Attr(name='tags',
selector='.ib.space-right a.link-grey',
func='sel_text')
article = Template(name='article',
attrs=(title_attr, text_attr, date_attr, author_attr,
tags_attr))
Phase(source_worker=WebSource,
parser=HTMLParser,
sources=nos_sources,
templates=[
Template(name='article_url',
selector='#archief li',
db_type='mongo_db',
db='nos_nl',
table='article_urls',
attrs=[
Attr(name='url',
selector='a',
func='sel_attr',
kws={'attr': 'href'},
source={'active': False}),
])
]),
parsed = [
a['url'] for cat in categories
for a in cl.nos_nl.articles.find({'category': cat})
]
nos_sources = [
Source(url=url['url'],
from modelscraper.components import ScrapeModel, Phase, Template, Attr, Source
from scrape_models.objects import occassions
sources = [
Source(
url=
'http://ww4.autoscout24.nl/?atype=B&mmvco=0&cy=NL&ustate=N%2CU&fromhome=1&intcidm=HP-Searchmask-Button&dtr=s&results=20'
)
]
autoscout = ScrapeModel(name='autoscout24',
domain='autoscout24.nl',
phases=[
Phase(sources=sources,
templates=[occassions.autoscout_template]),
])
col = db.episode
sources = (Source(url="http://www.luckytv.nl/afleveringen/page/{}/".format(i))
for i in range(1, 50))
LuckyTV = ScrapeModel(name='Lucky TV',
domain='http://www.luckytv.nl/',
num_getters=2,
phases=[
Phase(source_worker=WebSource,
parser=HTMLParser,
sources=sources,
templates=(Template(
name='episode',
selector='article.video',
db_type='mongo_db',
db='lucky_tv',
table='episodes',
attrs=(
Attr(name='url',
selector='a:nth-of-type(1)',
func='sel_url'),
Attr(name='title',
selector='.video__title',
func='sel_text'),
Attr(name='date',
selector='.video__date',
func='sel_text'),
)), )),
])
title_attr,
text_attr,
date_attr,
author_attr,
tags_attr
)
)
headline_phase = Phase(
sources=sources, n_workers=5, templates=[
Template(
name='headline', selector='.row', db='metronieuws',
db_type='MongoDB', kws={'key':'url'},
table='article_urls', attrs=[
Attr(name='url', selector='a.shadow-block',
func='sel_attr', kws={'attr': 'href'},
source=Source(active=False, copy_attrs='category')),
Attr(name='title', selector='h3', func='sel_text'),
Attr(name='excerpt', selector='div > p', func='sel_text'),
Attr(name='date', selector='div.wrapper.small div:nth-of-type(1)',
func='sel_text'),
Attr(name='num_reactions', selector='div.amount', func='sel_text'),
]
)
])
metro = ScrapeModel(
name='metronieuws.nl', domain='http://metronieuws.nl', num_getters=5,
phases=[
headline_phase,
Phase(sources=sources, n_workers=3, templates=[
article(
sub_page_name = Attr(name='pagename', func='sel_text')
category_temp = Template(name='sub_page',
selector='.sections a',
db='startpagina',
table='subpages',
db_type='mongo_db',
attrs=(sub_page_url,
sub_page_name))
website_url = Attr(name='url', func='sel_url')
website_name = Attr(name='name', func='sel_text')
website_temp = Template(name='website',
selector='#columns a',
db='startpagina',
table='websites',
db_type='mongo_db',
attrs=(website_url, website_name))
model = ScrapeModel(name='startpagina', domain='http://www.startpagina.nl',
phases=[
Phase(n_workers=3, sources=[start_url],
templates=[category_temp]),
Phase(n_workers=3, templates=[website_temp])
])
d = Dispatcher()
d.add_scraper(model)
d.run()
func='sel_text')
article = Template(
name='article', selector='.col__inner',
attrs=(
title_attr,
text_attr,
date_attr,
author_attr,
tags_attr
)
)
rtl= ScrapeModel(
name='rtl', domain='http://www.rtlnieuws.nl/',
num_getters=1, phases=[
Phase(sources=[
Source(url="http://www.parool.nl/archief/2012")],
templates=(calendar, year)
),
Phase(templates=(
article_url(db_type='mongo_db', db='parool',
table='article_urls'),
pagination)
),
Phase(templates=(article(db_type='mongo_db', db='parool',
table='articles'),
)
),
])
song = Template(name='song',
db_type='MongoDB',
db='midi',
table='songs',
attrs=[title, artist, midi_url])
freemidi_template = song(
table='freemidi',
selector='#mainContent div.col-xs-12:nth-of-type(1)',
attrs=[
title(selector=
'li.active:nth-child(3) > a:nth-child(1) > span:nth-child(1)'),
artist(
selector=
'ol.breadcrumb:nth-child(1) > li:nth-child(2) > a:nth-child(1) > span:nth-child(1)'
),
])
freemidi_sources = (Source(
url='https://freemidi.org/download-{}'.format(i),
attrs=[midi_url(value='https://freemidi.org/getter-{}'.format(i))])
for i in range(25803))
freemidi = ScrapeModel(domain='http://freemidi.org',
phases=[
Phase(n_workers=3,
sources=freemidi_sources,
templates=[freemidi_template])
])
selector='h3 a',
func='sel_url',
source={'active': False}), ))
pagination = Template(name='pagination',
selector='.pagers',
attrs=(Attr(name='page',
selector='a',
func='sel_url',
source=True), ))
bedrijven_pagina = ScrapeModel(
name='Bedrijven Pagina',
domain='https://www.bedrijvenpagina.nl/',
num_getters=2,
phases=[
Phase(source_worker=WebSource,
parser=HTMLParser,
sources=[Source(url='https://www.bedrijvenpagina.nl/')],
templates=(category_menu, )),
Phase(source_worker=WebSource,
parser=HTMLParser,
templates=(result_list, pagination)),
Phase(source_worker=WebSource,
parser=HTMLParser,
templates=(company, ))
])
disp = Dispatcher()
disp.add_scraper(bedrijven_pagina)
disp.run()
attrs=[
make(selector='h2 a', kws={'regex': '(\w+) -,'}),
price(selector='.price', kws={'regex': '(\d+),'}),
year(selector='.listing-priority-product-container',
kws={'regex': '(\d{4})'}),
mileage(selector='.listing-priority-product-container',
kws={'regex': '(.*) km'}),
city(selector='.location-name'),
url(selector='h2 > a'),
]
)
autoscout = ScrapeModel(
name='autoscout24',
domain='autoscout24.nl',
phases=[
Phase(sources=[], templates=[autoscout_template]),
])
autotrader = ScrapeModel(name='autotrader', domain='http://autotrader.nl', num_sources=1, cookies={'CookieOptIn': 'true'},
phases=[
Phase(
sources=[
Source(url='http://www.autotrader.nl/motor/zoeken/'),
],
templates=[
Template(name='motorcycle', selector='.result',
store=StoreObject(func=store_mongo,
kws={'db': 'moto', 'collection': 'autotrader'}),
attrs=[
]),
Template(name='next_page', selector='#pager', attrs=[
name='dabanga',
domain='https://www.dabangasudan.org/en',
num_getters=2,
phases=[
Phase(
sources=(Source(url="https://www.dabangasudan.org/en/all-news"), ),
templates=(
Template(name='article_url',
selector='.list-item.news-item-small',
db_type='mongo_db',
db='dabanga',
table='article_urls',
attrs=[
Attr(name='url',
selector='a:nth-of-type(1)',
func='sel_url',
source={'active': False}),
]),
Template(name='pagination',
selector='.pager',
attrs=[
Attr(name='url',
selector='a',
func='sel_url',
source=True),
]),
)),
Phase(synchronize=True,
templates=[
Template(name='article',
selector='#content',
start = (Source(url='https://www.manageengine.com/products.html?MEtab'),)
demo_template = Template(
name='demo',
selector='.all_prod_over',
db='test',
db_type='MongoDB',
table='test',
attrs=[
Attr(
name='url',
selector='a',
func='sel_url',
kws={'regex': 'http[s]?://([\.a-z]*)[\/\?]',
'index': 0},
source={'active': False}
)
]
)
manageengine = ScrapeModel(
name='manageengine',
domain='',
num_getters=1,
phases=[
Phase(sources=start, templates=[demo_template]),
ip_phase,
port_phase(
]
)
Phase(sources=[
Source(url=extended_url.format(season, episode))
for season in range(1, 10) for episode in range(1, 30)
],
templates=(Template(
name='episode',
selector='#Rapidvideo',
db_type='ShellCommand',
db='theoffice',
table='season',
kws={'command': create_dir + ' & ' + youtube_dl},
attrs=(
Attr(name='url',
selector='a',
func=['sel_url', 'sel_text'],
kws=[{}, {
'needle': r'.*(s\d+e\d+)'
}]),
Attr(name='episode',
selector='.textwidget',
func='sel_text',
kws={
'index': 3,
'substitute': '_',
'replacers': ' '
}),
Attr(name='season',
selector='.textwidget',
func='sel_text',
kws={
'index': 1,
'replacers': ' '
}),
)), )),
from modelscraper.sources import ProgramSource
port_template = Template(name='ports',
selector='port',
db_type='mongo_db',
db='ports',
table='ports',
attrs=(Attr(name='portnumber',
func='sel_attr',
kws={'attr': 'portid'}),
Attr(name='state',
selector='state',
func='sel_attr',
kws={'attr': 'state'}),
Attr(name='service',
selector='service',
func='sel_attr',
kws={'attr': 'name'})))
nmap = ScrapeModel(
name='nmap_test',
domain='',
phases=[
Phase(sources=(Source(url='nmap -oX - duwo.multiposs.nl'), ),
templates=[port_template],
source_worker=ProgramSource)
])
disp = Dispatcher()
disp.add_scraper(nmap)
disp.run()
func='sel_text')
tags_attr = Attr(name='tags', selector='.tag-list a.cta', func='sel_text')
article = Template(name='article',
selector='.col__inner',
attrs=(title_attr, text_attr, date_attr, author_attr,
tags_attr))
parool = ScrapeModel(
name='parool',
domain='http://www.parool.nl/',
cookies=cookie,
num_getters=1,
phases=[
Phase(source_worker=WebSource,
parser=HTMLParser,
sources=[Source(url="http://www.parool.nl/archief/2012")],
templates=(calendar, year)),
Phase(source_worker=WebSource,
parser=HTMLParser,
templates=(article_url(db_type='mongo_db',
db='parool',
table='article_urls'), pagination)),
Phase(source_worker=WebSource,
parser=HTMLParser,
templates=(article(db_type='mongo_db',
db='parool',
table='articles'), )),
])
volkskrant = ScrapeModel(
name='volkskrant',
npo_tv_programs = ScrapeModel(
name='npo_tv_programs',
domain='http://npo.nl',
num_getters=2,
phases=[
Phase(
source_worker=WebSource,
parser=HTMLParser,
sources=[Source(url=series_url.format(i)) for i in range(0, 242)],
templates=(
Template(
name='program',
selector='.content-column.quarter',
db_type='mongo_db',
db='npo_tv_programs',
table='programs',
attrs=(
Attr(name='title', selector='h3', func='sel_text'),
Attr(name='url',
selector='a.full-link',
func='sel_url',
source=Source(
active=False)), # source is for next run
)),
Template(name='next_url'),
)),
Phase(
source_worker=WebSource,
parser=HTMLParser,
templates=(
Template(
search_url = 'http://vkplusmobilebackend.persgroep.net/rest/content/articles?query=&metadataNeeded=true&limit=10000'
next_page_url = 'http://vkplusmobilebackend.persgroep.net/rest/content/articles?query=&metadataNeeded=true&limit=10000&offset={}'
search_result = Template(
name='search_result', db='volkskrant', table='article_urls',
func='create',
db_type='mongo_db', selector=('results', 'previews'),
attrs=(
Attr(name='id', selector=('content_link', 'id'), func='sel_text',
source={'src_template': article_url, 'active': False}),
),
)
next_search = Template(
name='next_result',
attrs=(
Attr(name='next_limit', selector=('results', 'next_offset'),
func='sel_text', source={'src_template': next_page_url}),
)
)
sources = (Source(url=search_url),)
volkskrant = ScrapeModel(
name='volkskrant', domain='volkskrant',
phases=[
Phase(parser=JSONParser, n_workers=5, sources=sources,
templates=(search_result, next_search)),
Phase(parser=JSONParser, n_workers=5, sources=sources, templates=(article,)),
])
attrs=[
Attr(name='submenu_item',
selector='.c-product-tile__meta > a',
func='sel_url',
source={'active': False}),
Attr(name='pagination_item',
selector='li.is-nexy > a',
source=True)
])
product_name = product_name(selector='.c-offer__title')
price = price(selector='div.c-offer__price')
nutrition = nutrition(selector='.c-offer__nutrition table td')
product = Template(name='product',
db='foods',
table='spar2',
db_type='MongoDB',
attrs=[product_name, price, nutrition])
spar = ScrapeModel(
name='spar.nl',
cookie=cookie,
domain='https://spar.nl',
phases=[
Phase(sources=(Source(url='https://spar.nl/boodschappen/'), ),
templates=[menu_template]),
Phase(templates=[productmenu_template]),
Phase(templates=[product])
])
Phase(sources=(Source(
url=
"https://mercury.landmarkglobal.com/tracking/track.php?trck=LTN{}N1&Submit=Track"
.format(i),
method='post',
data=[('sid', str(i)), ('options[]', 'display_full_history'),
('options[]', 'use_cached_data_only'),
('action', 'View+Complete+Tracking+History')])
for i in range(5000, 50000000)),
templates=[
Template(
name='shipment',
selector=None,
db='shipments',
db_type='MongoDB',
table='shipment',
attrs=[
Attr(
name='carrier',
selector=
'#large_shipment_info_box > div:nth-child(2) > div:nth-child(1)',
func='sel_text',
kws={'regex': 'Carrier:\s(\w+)'}),
Attr(
name='shipped_to',
selector=
'#large_shipment_info_box > div:nth-child(2) > div:nth-child(2) div:nth-child(1) .align_left',
func='sel_text'),
Attr(
name='shipped_from',
selector=
'#large_shipment_info_box > div:nth-child(2) > div:nth-child(2) div:nth-child(2) .align_left',
func='sel_text'),
]),
Template(name='event',
selector='table tr:not(:nth-child(1))',
db_type='MongoDB',
db='shipments',
table='events',
attrs=[
Attr(name='description',
selector='td:nth-of-type(1)',
func='sel_text'),
Attr(name='date',
selector='td:nth-of-type(2)',
func='sel_text'),
Attr(name='location',
selector='td:nth-of-type(3)',
func='sel_text'),
]),
])
from modelscraper.components import ScrapeModel, Phase, Template, Attr, Source
from modelscraper.workers import WebSource
from modelscraper.parsers import HTMLParser
uefa = ScrapeModel(
name='eufa',
domain='http://uefa.com',
num_getters=2,
phases=[
Phase(sources=(Source(
url="http://www.uefa.com/uefaeuro/season=2016/teams/index.html"),
),
templates=[
Template(name='team',
selector='.teams--qualified',
attrs=[
Attr(name='url',
selector='a',
func='sel_url',
source={'active': False}),
])
]),
Phase(templates=[
Template(name='player',
selector='.squad--team-player',
db_type='MongoDB',
db='uefa',
table='players',
attrs=[
Attr(name='name',
selector='.squad--player-name',
import dns.query
import dns.zone
ip_template = Template(name='ip',
db_type='MongoDB',
db='',
table='',
parser=TextParser,
attrs=(Attr(
name='ip',
func='sel_text',
kws={'regex': '(\d+\.\d+\.\d+\.\d+)'},
), ))
ip_phase = Phase(n_workers=10,
templates=[ip_template],
source_worker=ProgramSource(function='host {}'))
port_template = Template(name='ports',
selector='port',
db_type='MongoDB',
db='monog',
table='ports',
attrs=(Attr(name='portnumber',
func='sel_attr',
kws={'attr': 'portid'}),
Attr(name='state',
selector='state',
func='sel_attr',
kws={'attr': 'state'}),
Attr(name='service',
from modelscraper.dispatcher import Dispatcher
from modelscraper.sources import WebSource
from modelscraper.parsers import HTMLParser
from modelscraper.components import ScrapeModel, Phase, Template, Attr, Source
motorparts = ScrapeModel(
name='motorparts', domain='http://www.2wheelpros.com', num_sources=2,
phases=[
Phase(source_worker=WebSource, parser=HTMLParser,
sources=(Source(url='http://www.2wheelpros.com/oem-parts/'),),
templates=(
Template(name='brand',
selector='#nav > ul > li:nth-of-type(1) > a', attrs=(
Attr(name='url', func='sel_url',
source={'active': False}),
),),)
),
Phase(source_worker=WebSource, parser=HTMLParser, templates=(
Template(name='year', selector='.yearlink', attrs=(
Attr(name='url', func='sel_url', source={'active': False}),)),),
),
Phase(source_worker=WebSource, parser=HTMLParser, templates=(
Template(name='model', selector='.modellink', attrs=(
Attr(name='url', func='sel_url', source={'active': False}),
)
),
),
),
Phase(source_worker=WebSource, parser=HTMLParser, templates=(
Template(name='partCategory', db='motorparts', db_type='MongoDB',
table='part_categories', source={'active':False,
func='sel_text')
author_attr = Attr(name='author', selector='span.author',
func='sel_text')
tags_attr = Attr(name='tags', selector='.article.tags a span',
func='sel_text')
article = Template(
name='article', selector='.column-content-background',
db='nu_nl',
db_type='mongo_db',
table='articles',
attrs=(
title_attr,
text_attr,
date_attr,
author_attr,
tags_attr
)
)
next_page = Template(
name='next_page',
selector='paging',
attrs=(
Attr(name='paging',
ad = ScrapeModel(
name='ad.nl', domain='mobileapi.ad.nl', phases=[
Phase(n_workers=2, sources=sources, templates=(
from modelscraper.dispatcher import Dispatcher
from pymongo import MongoClient
cl = MongoClient()
sources = (Source(url=a['url'][0]) for a in cl.dwdd.episode_urls.find())
programs_az = Phase(
sources=[
Source(url="http://www.npo.nl/programmas/a-z", params={'page': i})
for i in range(0, 1)
],
templates=(
Template(
name='program',
selector='.content-column.quarter',
db_type='mongo_db',
db='npo_tv_programs',
table='programs',
attrs=(
Attr(name='title', selector='h3', func='sel_text'),
Attr(name='url',
selector='a.full-link',
func='sel_url',
source=Source(active=False)), # source is for next run
)), ))
nos_search = 'https://www.npo.nl/de-wereld-draait-door/VARA_101377717/search?media_type=broadcast&start_date=&end_date=&start={}&rows=100'
episodes_phase = Phase(n_workers=5,
sources=(Source(url=nos_search.format(start))
for start in range(0, 2194, 100)),
templates=(Template(
json_key='CVE_Items') for year in years)
meta_template = Template(
name='meta', db='defcon', table='cve_meta', db_type='MongoDB', attrs=[
Attr(name='last_modified', func='sel_text',
kws={'regex': 'lastModifiedDate:(.*)'},
source=cve_source)])
cve_template = Template(
name='meta', db='defcon', table='cve', db_type='MongoDB', #func='update',
#kws={'key': 'id'},
attrs=[
Attr(name='id', func='sel_text',
selector=['cve', 'CVE_data_meta', 'ID']),
Attr(name='cpes', func='sel_text',
selector=['configurations', 'nodes', 'cpe', 'cpe23Uri']),
Attr(name='affects', func='sel_dict',
selector=['cve', 'affects']),
Attr(name='problem_type', func='sel_text',
selector=['cve', 'problemtype', 'problemtype_data', 'description',
'value']),
Attr(name='description', func='sel_dict',
selector=['cve', 'description', 'description_data', 'value']),
Attr(name='impact', func='sel_dict',
selector=['impact'])
])
cve = ScrapeModel(name='CVE', domain='static.nvd.nist.gov', phases=[
Phase(sources=cve_source, parser=JSONParser, templates=[cve_template])
])
from modelscraper.components import ScrapeModel, Phase, Template, Attr, Source
from modelscraper.parsers import TextParser
from modelscraper.dispatcher import Dispatcher
from pymongo import MongoClient
cl = MongoClient()
urls = (Source(url='https://tt888.omroep.nl/tt888/' + a['url'][0].split('/')[-1],
attrs=(Attr(name='url', value=a['url']),))
for a in cl.nos_journaal.episodes.find())
subtitles = ScrapeModel(
name='subtitles', domain='https://tt888.omroep.nl/',
phases=[
Phase(n_workers=5, sources=urls, parser=TextParser,
templates=(
Template(
name='subtitle', db_type='mongo_db', db='nos_journaal',
table='episodes', func='update', kws={'key': 'url'},
attrs=(
Attr(name='subtitles', func='sel_text'),
)
),
)
)
])
del cl
d = Dispatcher()
d.add_scraper(subtitles)
d.run()
Attr(name='title', selector='.title', func='sel_text'),
Attr(name='excerpt',
selector='.excerpt',
func='sel_text')
])
title_attr = Attr(name='title', selector='h1', func='sel_text')
text_attr = Attr(name='text', selector='p', func='sel_text')
date_attr = Attr(name='date',
selector='.published span.small',
func='sel_text')
author_attr = Attr(name='author', selector='span.author', func='sel_text')
tags_attr = Attr(name='tags', selector='.article.tags a span', func='sel_text')
article = Template(name='article',
selector='.column-content-background',
db='nu_nl',
db_type='MongoDB',
table='articles',
attrs=(title_attr, text_attr, date_attr, author_attr,
tags_attr))
nu = ScrapeModel(name='nu.nl',
domain='http://nu.nl',
phases=[
Phase(n_workers=2,
sources=sources,
templates=(headline, )),
Phase(n_workers=2, templates=(article, ))
])
from modelscraper.components import ScrapeModel, Phase, Template, Attr, Source
from pymongo import MongoClient
cl = MongoClient()
product_sources = cl.makro.product_urls.find()
sources = [Source(url=p['url'][0]) for p in product_sources]
categories = Phase(
sources=(Source(url="https://www.makro.nl/cat/nl/products"), ),
templates=(Template(
name='product_category',
selector='#left-navigation-container ul.vertical > li > a',
db_type='mongo_db',
db='makro',
table='product_categories',
attrs=[
Attr(name='url',
func='sel_url',
source={'active': False},
kws={
'replacers': 'pageSize=(\d+)',
'substitute': 'pageSize=96'
}),
]), ))
product_lists = Phase(templates=[
Template(name='product_urls',
selector='.product-list .product-tiles',
db_type='mongo_db',
db='makro',
table='product_urls',
from modelscraper.components import ScrapeModel, Phase, Template, Attr, Source
from modelscraper.parsers import TextParser
with open('/usr/share/wordlists/nmap.lst', encoding='utf8') as fle:
words = set(
[''.join(c for c in w if c.isalpha()) for w in fle.readlines()])
base = 'https://www.spotify.com/nl/xhr/json/isEmailAvailable.php?email={}@mailinator.com'
sources = (Source(url=base.format(word),
attrs=(Attr(name='username', value=word), ))
for word in words)
result = Template(name='username',
db='spotify',
table='users',
db_type='MongoDB',
attrs=[Attr(name='exists', func='sel_text')])
user = ScrapeModel(
name='spotify',
phases=[Phase(sources=sources, n_workers=10, templates=[result])])
