SYSTEM all green source sunwing.ca queue 12,409 routes p99 latency 312ms dataflirt.com · scraper/sunwing-ca
RUN · 41 active pipelines · sunwing.ca live

Sunwing travel data,
at warehouse scale.

We extract flight schedules, all-inclusive package pricing, resort details, and availability signals from Sunwing.ca. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Packages extracted
145K /day
Price updates
412K /24h
Flight schedules
8,490 /run
Active pipelines
41
Uptime
99.94%
Data Dictionary

Every field we extract from sunwing.ca

Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.

Complete list of extractable fields for Vacation Packages objects from sunwing.ca. All fields typed and schema-versioned.

package_iddestinationresort_namestar_ratingdeparture_citydeparture_dateduration_daysprice_cadtax_cadtotal_priceroom_typeboard_basis
vacation_packages
● 200 OK
"package_id": "SWG-CUN-7D-20261104",
"destination": "Cancun, Mexico",
"resort_name": "Royalton Riviera Cancun",
"star_rating": 5.0,
"departure_city": "Toronto (YYZ)",
"departure_date": "2026-11-04",
"duration_days": 7,
"price_cad": 1459.0,
"total_price": 1689.0
# package_iddestinationresort_namestar_ratingdeparture_citydeparture_date
1
2
3

Complete list of extractable fields for Flights objects from sunwing.ca. All fields typed and schema-versioned.

flight_numberorigindestinationdeparture_timearrival_timeaircraft_typeseat_availabilityeconomy_priceelite_plus_pricebaggage_feeflight_duration
flights
● 200 OK
"flight_number": "WG512",
"origin": "YYZ",
"destination": "PUJ",
"departure_time": "2026-12-10T06:15:00Z",
"arrival_time": "2026-12-10T11:30:00Z",
"aircraft_type": "Boeing 737 MAX 8",
"economy_price": 450.0,
"elite_plus_price": 550.0
# flight_numberorigindestinationdeparture_timearrival_timeaircraft_type
1
2
3

Complete list of extractable fields for Resorts objects from sunwing.ca. All fields typed and schema-versioned.

resort_idnamelocationstar_ratingreview_scoreamenitiesbeach_frontfamily_friendlyadults_onlydistance_from_airportimage_urls
resorts
● 200 OK
"resort_id": "RST-PUJ-104",
"name": "Riu Palace Punta Cana",
"location": "Punta Cana, Dominican Republic",
"star_rating": 4.5,
"review_score": 8.2,
"beach_front": true,
"family_friendly": true,
"adults_only": false
# resort_idnamelocationstar_ratingreview_scoreamenities
1
2
3

Complete list of extractable fields for Pricing & Availability objects from sunwing.ca. All fields typed and schema-versioned.

package_iddate_scrapedprice_cadavailability_statusdiscount_pctpromo_codedeposit_requiredpayment_plan_availableinventory_count
pricing_& availability
● 200 OK
"package_id": "SWG-VRA-7D-20260115",
"date_scraped": "2026-05-12T10:05:00Z",
"price_cad": 985.0,
"availability_status": "AVAILABLE",
"discount_pct": 15,
"deposit_required": 250.0,
"inventory_count": 12,
"payment_plan_available": true
# package_iddate_scrapedprice_cadavailability_statusdiscount_pctpromo_code
1
2
3

Complete list of extractable fields for Excursions objects from sunwing.ca. All fields typed and schema-versioned.

excursion_iddestinationtitleduration_hoursprice_adultprice_childdescriptioninclusionscancellation_policyprovider_name
excursions
● 200 OK
"excursion_id": "EXC-CUN-001",
"destination": "Cancun",
"title": "Chichen Itza Full Day Tour",
"duration_hours": 10,
"price_adult": 120.0,
"price_child": 85.0,
"cancellation_policy": "24 hours prior",
"provider_name": "Sunwing Experiences"
# excursion_iddestinationtitleduration_hoursprice_adultprice_child
1
2
3

Capabilities

Everything you need from Sunwing - nothing you do not

Our Sunwing pipeline handles the heavy lifting: combinatorial search iteration, dynamic pricing extraction, and resort metadata mapping. Built with JavaScript rendering and anti-bot circumvention.

Full Package Data Extraction

Destinations, resort metadata, flight pairings, and room categories extracted per package search.

Real-Time Price Tracking

Monitor dynamic pricing for all-inclusive deals, capturing base price, taxes, and total package cost.

Flight Schedule Mining

Origin, destination, aircraft type, departure times, and seat class pricing for all Sunwing Airlines routes.

Resort & Amenity Intelligence

Star ratings, family vs adult-only tags, beachfront status, and amenity lists for partnered properties.

Departure City Matrixing

Iterate across YYZ, YUL, YVR and regional airports to map national pricing variations.

Last Minute Deal Monitoring

Track flash sales, promo codes, and inventory dumps for close-in departure dates.

Room Category Mapping

Standard, ocean view, and swim-out pricing deltas captured per resort.

Ancillary Fee Tracking

Extract baggage allowances, seat selection fees, and Elite Plus upgrade costs.

Scheduled + Streaming Modes

Run daily sweeps or high-frequency checks on specific routes with change-detection diffing.

// engagement pipeline

From route list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide departure airports, destinations, or date ranges. We design the combinatorial matrix.

Pipeline Build
d 2–4

We configure Scrapy / Playwright crawlers, proxy rotation, and session management for sunwing.ca.

Validation & QA
d 4–6

Schema validation, null-rate checks, price-outlier detection, and sample payloads before full launch.

Delivery
ongoing

JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.

Under the hood

How our Sunwing pipeline handles the hard parts

Travel sites use aggressive caching and bot protection. Here is how we stay resilient.

pipeline-monitor · sunwing.ca · live ● active
// fingerprinting
Identity rotation
TLS fingerprintrandomised
User-agentrotated
IP poolresidential
Challenges blocked0
// pagination
Page coverage
48,291 pages queued running
// observability
Pipeline health
99.9%
uptime
142ms
p99 lat
0.3%
null rate
2
alerts
Anti-bot layer
Residential proxy rotation + fingerprint spoofing

Travel aggregators block data center IPs. Our crawlers use Canadian residential proxies with realistic browser fingerprints and full cookie session management.

JavaScript rendering
Full Playwright execution for SPA content

Sunwing's search results rely entirely on client-side rendering. We run full Playwright browser sessions to trigger the search API and hydrate the DOM.

Search matrix iteration
Combinatorial date and origin mapping

To build a complete price index, we iterate through all valid departure-destination-date tuples programmatically, managing search state across requests.

Change detection
Only re-scrape what has changed

We maintain a hash index of last-seen values for prices and inventory. Subsequent runs only push diffs, reducing downstream processing load.

Monitoring & alerting
24/7 pipeline health

Every run emits structured logs. We alert on null-rate spikes, missing inventory, and schema drift, responding before you notice.

Applications

Who uses Sunwing data - and how

Teams across industries use sunwing.ca data to build competitive products and smarter operations.

01
Competitor Price Intelligence

OTAs and airlines track Sunwing package prices to maintain parity and adjust their own promotional strategies.

02
Market Research

Analyze destination popularity, seasonal inventory shifts, and new route additions across the Canadian market.

03
Dynamic Repricing

Adjust your own travel inventory based on Sunwing's flash sales and last-minute deal drops.

04
Demand Forecasting

Correlate availability drops and price increases with booking velocity to predict peak travel periods.

05
Aggregator Feeds

Populate meta-search engines and travel portals with accurate package data directly from the source.

06
Yield Management

Study price decay curves leading up to departure dates to optimise your own revenue management systems.

Why DataFlirt

"Sunwing dictates the baseline for Canadian leisure travel pricing. If you do not track their package rates, you are flying blind in the winter sun market."

Most teams underestimate the investment required: reliable travel scraping requires combinatorial search mapping, Canadian residential proxies, full JavaScript rendering, and daily selector maintenance. DataFlirt absorbs that complexity so your engineers can focus on yield analysis.

Technical Spec

Sunwing scraper - technical capabilities

Everything supported by our sunwing.ca scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

JavaScript rendering
Full Playwright sessions required for flight and hotel search results
Supported
CAPTCHA bypass
Automated solver integration for WAF challenges
Supported
Residential proxy rotation
ISP-grade Canadian IPs rotated per search request
Supported
Combinatorial search
Iterate all origin, destination, and date combinations
Supported
Flight + Hotel unbundling
Extracting component prices where surfaced in the DOM
Supported
Change detection (diffs)
Hash-based diff: only emit records with changed prices
Supported
Webhook delivery
HTTP POST per record for real-time repricing
Supported
User account itineraries
Past booking history and personal travel documents
Partial
Sunwing Agent portal
Gated B2B agent pricing requiring verified credentials
Partial
Infrastructure

Infrastructure powering the Sunwing pipeline

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheusFastAPIPandas
Scrapy + Playwright Stack

Scrapy handles crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and interaction flows for the search API.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across Canada. Rotation happens per-request with sticky sessions where required for multi-step booking flows.

Cloud-Native Orchestration

Pipelines run on AWS Lambda (burst) and ECS (sustained). Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Newline-delimited or nested - schema versioned per run
CSV
Flat file with typed columns - Excel/Sheets compatible
XLS
Native Excel format for business analysts
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery - compatible with any data lake
Webhook
HTTP POST per record for real-time downstream processing
API
REST endpoints to query your extracted dataset
Snowflake
Stage + COPY INTO workflow - incremental or full-replace
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About sunwing.ca scraping, legality, and pipeline operations.

Ask us directly →
Is scraping Sunwing legal?

Scraping publicly available pricing and schedule information is generally permissible. DataFlirt targets only public, non-authenticated package and flight data. We do not extract personal data or circumvent authentication walls. Clients should review terms of service and consult legal counsel.

How do you handle anti-bot systems?

We use Canadian residential ISP proxies, full Playwright browser sessions with realistic fingerprints, and request timing modelled on human behaviour. Our selectors have multi-layer fallback chains.

Can you scrape pricing for all departure cities?

Yes. We configure a combinatorial matrix that maps all specified Canadian departure airports to target destinations across valid date ranges.

How fresh is the pricing data?

For targeted route subsets, we can achieve sub-60-minute latency. Full network refreshes typically run on a daily cadence due to the combinatorial scale of the search matrix.

Do you extract flight-only or just packages?

Both. We can extract standalone Sunwing Airlines flight schedules and pricing, as well as the bundled all-inclusive vacation packages.

Can you track price changes over time?

Yes. Every pipeline run produces timestamped snapshots. We maintain a time-series table per package or route from the date your pipeline starts.

What is the minimum viable engagement?

Our smallest packages start at a defined route list (e.g., top 50 origin-destination pairs) with daily delivery. Contact us with your specific requirements for a scoped quote.

$ dataflirt scope --new-project --source=sunwing.ca ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a daily sweep of Caribbean resorts or continuous price-monitoring for specific routes - we scope, build, and operate the pipeline. Tell us what you need.

hello@dataflirt.com · Bengaluru · IST · typical reply < 4h
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