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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'Jurisdiction'}) and 5 missing columns ({'Visibility', 'Postal_Scope', 'Currency', 'Country_Code', 'Last_Run_At'}).
This happened while the csv dataset builder was generating data using
hf://datasets/paras9909/opticparse-150-template-web-corpus/opticparse_b2b_and_finance.csv (at revision 24878499d7ee5319f7299a9d732d2c2d5410ae95), ['hf://datasets/paras9909/opticparse-150-template-web-corpus@24878499d7ee5319f7299a9d732d2c2d5410ae95/master_150_templates_dataset.csv', 'hf://datasets/paras9909/opticparse-150-template-web-corpus@24878499d7ee5319f7299a9d732d2c2d5410ae95/opticparse_b2b_and_finance.csv', 'hf://datasets/paras9909/opticparse-150-template-web-corpus@24878499d7ee5319f7299a9d732d2c2d5410ae95/opticparse_ecommerce_and_retail.csv', 'hf://datasets/paras9909/opticparse-150-template-web-corpus@24878499d7ee5319f7299a9d732d2c2d5410ae95/opticparse_master_150_template_catalog.csv', 'hf://datasets/paras9909/opticparse-150-template-web-corpus@24878499d7ee5319f7299a9d732d2c2d5410ae95/threat_intel_dataset.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
Watch_ID: string
Template_ID: string
Category: string
Target_Feed_URL: string
Schedule: string
Jurisdiction: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1002
to
{'Watch_ID': Value('string'), 'Template_ID': Value('string'), 'Category': Value('string'), 'Target_Feed_URL': Value('string'), 'Schedule': Value('string'), 'Last_Run_At': Value('string'), 'Visibility': Value('string'), 'Country_Code': Value('string'), 'Postal_Scope': Value('string'), 'Currency': Value('string')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'Jurisdiction'}) and 5 missing columns ({'Visibility', 'Postal_Scope', 'Currency', 'Country_Code', 'Last_Run_At'}).
This happened while the csv dataset builder was generating data using
hf://datasets/paras9909/opticparse-150-template-web-corpus/opticparse_b2b_and_finance.csv (at revision 24878499d7ee5319f7299a9d732d2c2d5410ae95), ['hf://datasets/paras9909/opticparse-150-template-web-corpus@24878499d7ee5319f7299a9d732d2c2d5410ae95/master_150_templates_dataset.csv', 'hf://datasets/paras9909/opticparse-150-template-web-corpus@24878499d7ee5319f7299a9d732d2c2d5410ae95/opticparse_b2b_and_finance.csv', 'hf://datasets/paras9909/opticparse-150-template-web-corpus@24878499d7ee5319f7299a9d732d2c2d5410ae95/opticparse_ecommerce_and_retail.csv', 'hf://datasets/paras9909/opticparse-150-template-web-corpus@24878499d7ee5319f7299a9d732d2c2d5410ae95/opticparse_master_150_template_catalog.csv', 'hf://datasets/paras9909/opticparse-150-template-web-corpus@24878499d7ee5319f7299a9d732d2c2d5410ae95/threat_intel_dataset.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Watch_ID string | Template_ID string | Category string | Target_Feed_URL string | Schedule string | Last_Run_At string | Visibility string | Country_Code string | Postal_Scope string | Currency string |
|---|---|---|---|---|---|---|---|---|---|
sys_watch_001 | amazon-price-undercut-alert | π E-Commerce & Retail (Price & Inventory Automation) | https://fakestoreapi.com/products | 0 */6 * * * | 2026-08-26 11:15:16 | public | GLOBAL | GLOBAL | USD |
sys_watch_002 | shopify-new-product-alert | π E-Commerce & Retail (Price & Inventory Automation) | https://dummyjson.com/products | 0 0 * * * | 2026-08-26 05:15:16 | public | GLOBAL | GLOBAL | USD |
sys_watch_003 | out-of-stock-auto-buyer | π E-Commerce & Retail (Price & Inventory Automation) | https://www.ebay.com/deals | 0 12 * * * | 2026-08-26 05:15:17 | public | GLOBAL | GLOBAL | USD |
sys_watch_004 | meesho-to-amazon-arbitrage | π E-Commerce & Retail (Price & Inventory Automation) | https://www.target.com/c/deals | 0 0 * * 0 | 2026-08-21 05:11:21 | public | IN | 560038 / 110001 | INR |
sys_watch_005 | customer-review-sentiment | π E-Commerce & Retail (Price & Inventory Automation) | https://www.bestbuy.com/site/electronics/top-deals/pcmcat1563299784494.c | */30 * * * * | 2026-08-26 12:30:25 | public | GLOBAL | GLOBAL | USD |
sys_watch_006 | etsy-trending-search | π E-Commerce & Retail (Price & Inventory Automation) | https://www.walmart.com/shop/deals | 0 */6 * * * | 2026-08-26 11:15:16 | public | GLOBAL | GLOBAL | USD |
sys_watch_007 | flipkart-flash-sale-auto-cart | π E-Commerce & Retail (Price & Inventory Automation) | https://www.newegg.com/todays-deals | 0 0 * * * | 2026-08-26 05:15:17 | public | GLOBAL | GLOBAL | USD |
sys_watch_008 | aliexpress-supplier-finder | π E-Commerce & Retail (Price & Inventory Automation) | https://www.aliexpress.com/glosearch/api/hotsearch | 0 12 * * * | 2026-08-26 05:15:17 | public | GLOBAL | GLOBAL | USD |
sys_watch_009 | map-(minimum-advertised-price)-violator-tracker | π E-Commerce & Retail (Price & Inventory Automation) | https://store.steampowered.com/api/featured | 0 0 * * 0 | 2026-08-21 05:11:22 | public | GLOBAL | GLOBAL | USD |
sys_watch_010 | coupon-code-aggregator | π E-Commerce & Retail (Price & Inventory Automation) | https://api.escuelajs.co/api/v1/products | */30 * * * * | 2026-08-26 12:30:25 | public | GLOBAL | GLOBAL | USD |
sys_watch_011 | walmart-vs-target-local-pricing | π E-Commerce & Retail (Price & Inventory Automation) | https://fakestoreapi.com/products | 0 */6 * * * | 2026-08-26 11:15:17 | public | US | 90210 / 10001 | USD |
sys_watch_012 | sneaker-drop-monitor | π E-Commerce & Retail (Price & Inventory Automation) | https://dummyjson.com/products | 0 0 * * * | 2026-08-26 05:15:18 | public | GLOBAL | GLOBAL | USD |
sys_watch_013 | facebook-ad-library-spy | π E-Commerce & Retail (Price & Inventory Automation) | https://www.ebay.com/deals | 0 12 * * * | 2026-08-26 05:15:18 | public | GLOBAL | GLOBAL | USD |
sys_watch_014 | amazon-best-seller-rank-tracker | π E-Commerce & Retail (Price & Inventory Automation) | https://www.target.com/c/deals | 0 0 * * 0 | 2026-08-21 05:11:23 | public | GLOBAL | GLOBAL | USD |
sys_watch_015 | product-image-downloader | π E-Commerce & Retail (Price & Inventory Automation) | https://www.bestbuy.com/site/electronics/top-deals/pcmcat1563299784494.c | */30 * * * * | 2026-08-26 12:30:26 | public | GLOBAL | GLOBAL | USD |
sys_watch_016 | fsbo-(for-sale-by-owner)-sms-alert | π’ Real Estate & Property Management | https://www.loopnet.com/california/san-francisco-commercial-real-estate/ | 0 */6 * * * | 2026-08-26 11:15:17 | public | GLOBAL | GLOBAL | USD |
sys_watch_017 | airbnb-pricing-spy | π’ Real Estate & Property Management | https://www.realtor.com/realestateandhomes-search/San-Francisco_CA | 0 0 * * * | 2026-08-26 05:15:19 | public | GLOBAL | GLOBAL | USD |
sys_watch_018 | zillow-rent-estimate-aggregator | π’ Real Estate & Property Management | https://www.zillow.com/homes/for_sale/ | 0 12 * * * | 2026-08-26 05:15:19 | public | US | 90210 / 10001 | USD |
sys_watch_019 | foreclosure-auction-monitor | π’ Real Estate & Property Management | https://www.redfin.com/city/17151/CA/San-Francisco | 0 0 * * 0 | 2026-08-21 05:11:24 | public | GLOBAL | GLOBAL | USD |
sys_watch_020 | commercial-property-tender-alert | π’ Real Estate & Property Management | https://www.trulia.com/CA/San_Francisco/ | */30 * * * * | 2026-08-26 12:30:26 | public | GLOBAL | GLOBAL | USD |
sys_watch_021 | magicbricks-under-value-alert | π’ Real Estate & Property Management | https://www.apartments.com/san-francisco-ca/ | 0 */6 * * * | 2026-08-26 11:15:17 | public | GLOBAL | GLOBAL | USD |
sys_watch_022 | property-tax-assessor-scraper | π’ Real Estate & Property Management | https://www.rent.com/california/san-francisco-apartments | 0 0 * * * | 2026-08-26 05:15:19 | public | GLOBAL | GLOBAL | USD |
sys_watch_023 | broker-contact-extractor | π’ Real Estate & Property Management | https://www.commercialexchange.com/ | 0 12 * * * | 2026-08-26 05:15:20 | public | GLOBAL | GLOBAL | USD |
sys_watch_024 | open-house-auto-scheduler | π’ Real Estate & Property Management | https://www.loopnet.com/california/san-francisco-commercial-real-estate/ | 0 0 * * 0 | 2026-08-21 05:11:25 | public | GLOBAL | GLOBAL | USD |
sys_watch_025 | airbnb-new-competitor-alert | π’ Real Estate & Property Management | https://www.realtor.com/realestateandhomes-search/San-Francisco_CA | */30 * * * * | 2026-08-26 12:30:27 | public | GLOBAL | GLOBAL | USD |
sys_watch_026 | linkedin-decision-maker-finder | πΌ B2B Sales & Lead Generation | https://jobicy.com/api/v2/remote-jobs | 0 */6 * * * | 2026-08-26 11:15:18 | public | GLOBAL | GLOBAL | USD |
sys_watch_027 | justdial-yelp-local-lead-extractor | πΌ B2B Sales & Lead Generation | https://remotive.com/api/remote-jobs | 0 0 * * * | 2026-08-26 05:15:20 | public | GLOBAL | GLOBAL | USD |
sys_watch_028 | google-maps-local-seo-scraper | πΌ B2B Sales & Lead Generation | https://news.ycombinator.com/news | 0 12 * * * | 2026-08-26 05:15:20 | public | GLOBAL | GLOBAL | USD |
sys_watch_029 | crunchbase-new-funding-alert | πΌ B2B Sales & Lead Generation | https://news.ycombinator.com/jobs | 0 0 * * 0 | 2026-08-21 05:11:26 | public | GLOBAL | GLOBAL | USD |
sys_watch_030 | y-combinator-batch-scraper | πΌ B2B Sales & Lead Generation | https://remoteok.com/api | */30 * * * * | 2026-08-26 12:30:27 | public | GLOBAL | GLOBAL | USD |
sys_watch_031 | trade-show-exhibitor-extractor | πΌ B2B Sales & Lead Generation | https://www.crunchbase.com/discover/organization.companies | 0 */6 * * * | 2026-08-26 11:15:18 | public | GLOBAL | GLOBAL | USD |
sys_watch_032 | job-board-hiring-intent | πΌ B2B Sales & Lead Generation | https://wellfound.com/jobs | 0 0 * * * | 2026-08-26 05:15:21 | public | GLOBAL | GLOBAL | USD |
sys_watch_033 | angellist-wellfound-talent-scraper | πΌ B2B Sales & Lead Generation | https://weworkremotely.com/categories/remote-full-stack-programming-jobs.rss | 0 12 * * * | 2026-08-26 05:15:21 | public | GLOBAL | GLOBAL | USD |
sys_watch_034 | upwork-auto-bidder | πΌ B2B Sales & Lead Generation | https://hnhiring.com/api/jobs | 0 0 * * 0 | 2026-08-21 05:11:27 | public | GLOBAL | GLOBAL | USD |
sys_watch_035 | freelancer.com-project-monitor | πΌ B2B Sales & Lead Generation | https://jobicy.com/api/v2/remote-jobs | */30 * * * * | 2026-08-26 12:30:28 | public | GLOBAL | GLOBAL | USD |
sys_watch_036 | chamber-of-commerce-scraper | πΌ B2B Sales & Lead Generation | https://remotive.com/api/remote-jobs | 0 */6 * * * | 2026-08-26 11:15:18 | public | GLOBAL | GLOBAL | USD |
sys_watch_037 | apollo.io-free-tier-maximizer | πΌ B2B Sales & Lead Generation | https://news.ycombinator.com/news | 0 0 * * * | 2026-08-26 05:15:21 | public | GLOBAL | GLOBAL | USD |
sys_watch_038 | github-repo-star-gazer-lead-gen | πΌ B2B Sales & Lead Generation | https://news.ycombinator.com/jobs | 0 12 * * * | 2026-08-26 05:15:22 | public | GLOBAL | GLOBAL | USD |
sys_watch_039 | product-hunt-maker-extractor | πΌ B2B Sales & Lead Generation | https://remoteok.com/api | 0 0 * * 0 | 2026-08-21 05:11:28 | public | GLOBAL | GLOBAL | USD |
sys_watch_040 | glassdoor-negative-review-alert | πΌ B2B Sales & Lead Generation | https://www.crunchbase.com/discover/organization.companies | */30 * * * * | 2026-08-26 12:30:28 | public | GLOBAL | GLOBAL | USD |
sys_watch_041 | crypto-exchange-arbitrage | π Finance & Crypto | https://query1.finance.yahoo.com/v8/finance/chart/%5EGSPC | 0 */6 * * * | 2026-08-26 11:15:18 | public | GLOBAL | GLOBAL | USD |
sys_watch_042 | sec-edgar-filing-alert | π Finance & Crypto | https://api.coindesk.com/v1/bpi/currentprice.json | 0 0 * * * | 2026-08-26 05:15:22 | public | US | 90210 / 10001 | USD |
sys_watch_043 | twitter-crypto-sentiment | π Finance & Crypto | https://api.coingecko.com/api/v3/coins/markets?vs_currency=usd&order=market_cap_desc&per_page=50 | 0 12 * * * | 2026-08-26 05:15:22 | public | GLOBAL | GLOBAL | USD |
sys_watch_044 | earnings-call-transcript-summarizer | π Finance & Crypto | https://api.binance.com/api/v3/ticker/24hr | 0 0 * * 0 | 2026-08-21 05:11:29 | public | GLOBAL | GLOBAL | USD |
sys_watch_045 | insider-trading-tracker | π Finance & Crypto | https://api.kraken.com/0/public/Ticker | */30 * * * * | 2026-08-26 12:30:28 | public | GLOBAL | GLOBAL | USD |
sys_watch_046 | forex-rate-monitor | π Finance & Crypto | https://api.coinbase.com/v2/exchange-rates | 0 */6 * * * | 2026-08-26 11:15:19 | public | GLOBAL | GLOBAL | USD |
sys_watch_047 | nft-floor-price-tracker | π Finance & Crypto | https://query1.finance.yahoo.com/v8/finance/chart/%5EGSPC | 0 0 * * * | 2026-08-26 05:15:23 | public | GLOBAL | GLOBAL | USD |
sys_watch_048 | stock-options-unusual-volume | π Finance & Crypto | https://api.coindesk.com/v1/bpi/currentprice.json | 0 12 * * * | 2026-08-26 05:15:23 | public | GLOBAL | GLOBAL | USD |
sys_watch_049 | ipo-calendar-monitor | π Finance & Crypto | https://api.coingecko.com/api/v3/coins/markets?vs_currency=usd&order=market_cap_desc&per_page=50 | 0 0 * * 0 | 2026-08-21 05:11:30 | public | GLOBAL | GLOBAL | USD |
sys_watch_050 | yahoo-finance-daily-movers | π Finance & Crypto | https://api.binance.com/api/v3/ticker/24hr | */30 * * * * | 2026-08-26 12:30:29 | public | GLOBAL | GLOBAL | USD |
sys_watch_051 | brand-mention-monitor-(news) | π° Marketing, SEO & PR | https://moz.com/blog/rss | 0 */6 * * * | 2026-08-26 11:15:19 | public | GLOBAL | GLOBAL | USD |
sys_watch_052 | reddit-keyword-sniper | π° Marketing, SEO & PR | https://techcrunch.com/feed/ | 0 0 * * * | 2026-08-26 05:15:24 | public | GLOBAL | GLOBAL | USD |
sys_watch_053 | broken-link-builder | π° Marketing, SEO & PR | https://feeds.feedburner.com/oreilly/radar/atom | 0 12 * * * | 2026-08-26 05:15:24 | public | GLOBAL | GLOBAL | USD |
sys_watch_054 | competitor-blog-post-alert | π° Marketing, SEO & PR | https://www.theverge.com/rss/index.xml | 0 0 * * 0 | 2026-08-21 05:11:30 | public | GLOBAL | GLOBAL | USD |
sys_watch_055 | youtube-trending-keyword-extractor | π° Marketing, SEO & PR | https://trends.google.com/trends/trendingsearches/daily/rss?geo=US | */30 * * * * | 2026-08-26 12:30:29 | public | GLOBAL | GLOBAL | USD |
sys_watch_056 | tiktok-viral-audio-tracker | π° Marketing, SEO & PR | https://www.searchenginejournal.com/feed/ | 0 */6 * * * | 2026-08-26 11:15:19 | public | GLOBAL | GLOBAL | USD |
sys_watch_057 | domain-authority-scraper | π° Marketing, SEO & PR | https://moz.com/blog/rss | 0 0 * * * | 2026-08-26 05:15:24 | public | GLOBAL | GLOBAL | USD |
sys_watch_058 | expired-domain-appraiser | π° Marketing, SEO & PR | https://techcrunch.com/feed/ | 0 12 * * * | 2026-08-26 05:15:24 | public | GLOBAL | GLOBAL | USD |
sys_watch_059 | wikipedia-backlink-monitor | π° Marketing, SEO & PR | https://feeds.feedburner.com/oreilly/radar/atom | 0 0 * * 0 | 2026-08-21 05:11:31 | public | GLOBAL | GLOBAL | USD |
sys_watch_060 | influencer-sponsorship-spy | π° Marketing, SEO & PR | https://www.theverge.com/rss/index.xml | */30 * * * * | 2026-08-26 12:30:30 | public | GLOBAL | GLOBAL | USD |
sys_watch_061 | flight-price-drop-alert | βοΈ Travel, Events & Lifestyle | https://api.spacexdata.com/v4/launches/upcoming | 0 */6 * * * | 2026-08-26 11:15:19 | public | GLOBAL | GLOBAL | USD |
sys_watch_062 | hotel-flash-sale-sniper | βοΈ Travel, Events & Lifestyle | https://data.sfgov.org/resource/yitu-d5am.json | 0 0 * * * | 2026-08-26 05:15:25 | public | GLOBAL | GLOBAL | USD |
sys_watch_063 | visa-appointment-auto-checker | βοΈ Travel, Events & Lifestyle | https://open-meteo.com/en/docs | 0 12 * * * | 2026-08-26 05:15:25 | public | GLOBAL | GLOBAL | USD |
sys_watch_064 | ticketmaster-scalp-monitor | βοΈ Travel, Events & Lifestyle | https://earthquake.usgs.gov/earthquakes/feed/v1.0/summary/all_hour.geojson | 0 0 * * 0 | 2026-08-21 05:11:32 | public | GLOBAL | GLOBAL | USD |
sys_watch_065 | restaurant-reservation-sniper | βοΈ Travel, Events & Lifestyle | https://api.eventful.com/json/events/search | */30 * * * * | 2026-08-26 12:30:30 | public | GLOBAL | GLOBAL | USD |
sys_watch_066 | eventbrite-local-aggregator | βοΈ Travel, Events & Lifestyle | https://api.spacexdata.com/v4/launches/upcoming | 0 */6 * * * | 2026-08-26 11:15:20 | public | GLOBAL | GLOBAL | USD |
sys_watch_067 | weather-triggered-ad-adjuster | βοΈ Travel, Events & Lifestyle | https://data.sfgov.org/resource/yitu-d5am.json | 0 0 * * * | 2026-08-26 05:15:26 | public | GLOBAL | GLOBAL | USD |
sys_watch_068 | movie-ticket-pre-sale-alert | βοΈ Travel, Events & Lifestyle | https://open-meteo.com/en/docs | 0 12 * * * | 2026-08-26 05:15:26 | public | GLOBAL | GLOBAL | USD |
sys_watch_069 | marathon-registration-monitor | βοΈ Travel, Events & Lifestyle | https://earthquake.usgs.gov/earthquakes/feed/v1.0/summary/all_hour.geojson | 0 0 * * 0 | 2026-08-21 05:11:33 | public | GLOBAL | GLOBAL | USD |
sys_watch_070 | theme-park-wait-time-tracker | βοΈ Travel, Events & Lifestyle | https://api.eventful.com/json/events/search | */30 * * * * | 2026-08-26 12:30:30 | public | GLOBAL | GLOBAL | USD |
sys_watch_071 | github-issue-auto-responder | π§βπ» Developer & IT Operations | https://hub.docker.com/v2/repositories/library/?page_size=20 | 0 */6 * * * | 2026-08-26 11:15:20 | public | GLOBAL | GLOBAL | USD |
sys_watch_072 | npm-package-vulnerability-alert | π§βπ» Developer & IT Operations | https://status.github.com/api/v2/summary.json | 0 0 * * * | 2026-08-26 05:15:26 | public | GLOBAL | GLOBAL | USD |
sys_watch_073 | stackoverflow-answer-monitor | π§βπ» Developer & IT Operations | https://cve.circl.lu/api/last/30 | 0 12 * * * | 2026-08-26 05:15:26 | public | GLOBAL | GLOBAL | USD |
sys_watch_074 | hacker-news-front-page-scraper | π§βπ» Developer & IT Operations | https://api.github.com/events | 0 0 * * 0 | 2026-08-21 05:11:34 | public | GLOBAL | GLOBAL | USD |
sys_watch_075 | aws-azure-status-monitor | π§βπ» Developer & IT Operations | https://registry.npmjs.org/-/v1/search?text=security&size=20 | */30 * * * * | 2026-08-26 12:30:31 | public | GLOBAL | GLOBAL | USD |
sys_watch_076 | app-store-review-aggregator | π§βπ» Developer & IT Operations | https://pypi.org/rss/updates.xml | 0 */6 * * * | 2026-08-26 11:15:20 | public | GLOBAL | GLOBAL | USD |
sys_watch_077 | domain-name-expiry-sniper | π§βπ» Developer & IT Operations | https://hub.docker.com/v2/repositories/library/?page_size=20 | 0 0 * * * | 2026-08-26 05:15:27 | public | GLOBAL | GLOBAL | USD |
sys_watch_078 | wordpress-theme-detector | π§βπ» Developer & IT Operations | https://status.github.com/api/v2/summary.json | 0 12 * * * | 2026-08-26 05:15:27 | public | GLOBAL | GLOBAL | USD |
sys_watch_079 | api-documentation-change-alert | π§βπ» Developer & IT Operations | https://cve.circl.lu/api/last/30 | 0 0 * * 0 | 2026-08-21 05:11:35 | public | GLOBAL | GLOBAL | USD |
sys_watch_080 | dark-web-leak-alert-(opticparse-onion) | π§βπ» Developer & IT Operations | https://api.github.com/events | */30 * * * * | 2026-08-26 12:45:02 | public | GLOBAL | GLOBAL | USD |
sys_watch_081 | typosquatting-monitor | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://phishstats.info/phish_score.csv | 0 */6 * * * | 2026-08-26 11:15:21 | public | GLOBAL | GLOBAL | USD |
sys_watch_082 | fake-app-store-listing-alert | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://raw.githubusercontent.com/mitchellkrogza/Phishing.Database/master/phishing-links-ACTIVE-TODAY.txt | 0 0 * * * | 2026-08-26 05:15:28 | public | GLOBAL | GLOBAL | USD |
sys_watch_083 | credential-harvester-takedown-generator | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://cybercrime-tracker.net/rss.php | 0 12 * * * | 2026-08-26 05:15:28 | public | GLOBAL | GLOBAL | USD |
sys_watch_084 | social-media-impersonator-alert | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://rules.emergingthreats.net/open/suricata/rules/compromised-ips.txt | 0 0 * * 0 | 2026-08-21 05:11:36 | public | GLOBAL | GLOBAL | USD |
sys_watch_085 | ssl-certificate-expiry-monitor | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://openphish.com/feed.txt | */30 * * * * | 2026-08-26 12:45:02 | public | GLOBAL | GLOBAL | USD |
sys_watch_086 | open-directory-finder-(dorks) | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://urlhaus.abuse.ch/api/ | 0 */6 * * * | 2026-08-26 11:15:21 | public | GLOBAL | GLOBAL | USD |
sys_watch_087 | subdomain-takeover-scanner | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://phishstats.info/phish_score.csv | 0 0 * * * | 2026-08-26 05:30:20 | public | GLOBAL | GLOBAL | USD |
sys_watch_088 | dark-web-marketplace-scanner | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://raw.githubusercontent.com/mitchellkrogza/Phishing.Database/master/phishing-links-ACTIVE-TODAY.txt | 0 12 * * * | 2026-08-26 05:15:29 | public | GLOBAL | GLOBAL | USD |
sys_watch_089 | vip-executive-threat-monitor | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://cybercrime-tracker.net/rss.php | 0 0 * * 0 | 2026-08-21 05:11:37 | public | GLOBAL | GLOBAL | USD |
sys_watch_090 | counterfeit-product-takedown | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://rules.emergingthreats.net/open/suricata/rules/compromised-ips.txt | */30 * * * * | 2026-08-26 12:45:02 | public | GLOBAL | GLOBAL | USD |
sys_watch_091 | malicious-telegram-group-monitor | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://openphish.com/feed.txt | 0 */6 * * * | 2026-08-26 11:30:32 | public | GLOBAL | GLOBAL | USD |
sys_watch_092 | github-secrets-leaked-alert | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://urlhaus.abuse.ch/api/ | 0 0 * * * | 2026-08-26 05:30:20 | public | US | 90210 / 10001 | USD |
sys_watch_093 | defacement-monitor | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://phishstats.info/phish_score.csv | 0 12 * * * | 2026-08-26 05:30:21 | public | GLOBAL | GLOBAL | USD |
sys_watch_094 | ransomware-blog-tracker | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://raw.githubusercontent.com/mitchellkrogza/Phishing.Database/master/phishing-links-ACTIVE-TODAY.txt | 0 0 * * 0 | 2026-08-21 05:11:38 | public | GLOBAL | GLOBAL | USD |
sys_watch_095 | phishing-email-attachment-sandbox | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://cybercrime-tracker.net/rss.php | */30 * * * * | 2026-08-26 12:45:03 | public | GLOBAL | GLOBAL | USD |
sys_watch_096 | public-wi-fi-fake-portal-detector | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://rules.emergingthreats.net/open/suricata/rules/compromised-ips.txt | 0 */6 * * * | 2026-08-26 11:30:32 | public | GLOBAL | GLOBAL | USD |
sys_watch_097 | stolen-credit-card-shop-monitor | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://openphish.com/feed.txt | 0 0 * * * | 2026-08-26 05:30:21 | public | GLOBAL | GLOBAL | USD |
sys_watch_098 | fake-customer-support-number-alert | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://urlhaus.abuse.ch/api/ | 0 12 * * * | 2026-08-26 05:30:21 | public | GLOBAL | GLOBAL | USD |
sys_watch_099 | malware-payload-extractor | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://phishstats.info/phish_score.csv | 0 0 * * 0 | 2026-08-21 05:11:39 | public | GLOBAL | GLOBAL | USD |
sys_watch_100 | bounty-program-auto-submitter | π‘οΈ PhishVision & Cybersecurity (The Phishing Side) | https://raw.githubusercontent.com/mitchellkrogza/Phishing.Database/master/phishing-links-ACTIVE-TODAY.txt | */30 * * * * | 2026-08-26 12:45:03 | public | GLOBAL | GLOBAL | USD |
End of preview.
π OpticParse: 150-Template Multi-Industry Intelligence Corpus
π Dataset Summary
OpticParse is an edge-native computer vision web scraper and threat intelligence engine. This corpus contains structured data harvested across 150 continuous extraction pipelines operating 24/7 at the edge with zero CSS selectors.
π Included Datasets
master_150_templates_dataset.csv: Full multi-region catalog with schedules and categories.threat_intel_dataset.csv: Verified phishing kit IOCs, brand spoof URLs, and crypto drainers.opticparse_ecommerce_and_retail.csv: Real-time Amazon, Shopify, and dark-store pricing telemetry.opticparse_b2b_and_finance.csv: Executive hiring signals, YC founders, and SEC 10-K feeds.
β‘ Quick Start with Python
from datasets import load_dataset
import pandas as pd
# Load master e-commerce dataset
ds = load_dataset("paras9909/opticparse-150-template-web-corpus", data_files="opticparse_ecommerce_and_retail.csv")
df = pd.DataFrame(ds['train'])
print(df.head())
π οΈ Extract Live Data with OpticParse
pip install opticparse-py
from opticparse import OpticParse
client = OpticParse(api_key="op_live_demo")
result = client.extract(
url="https://amazon.com/dp/B0CHX1W1XY",
query="Extract product title, live price, and stock status"
)
print(result)
π Get $10 (1,000 Free Credits) instantly: dashboard.opticparse.com
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