One HTTP GET per season, no browser: the page is server-rendered, so every row arrives in one response and the extraction becomes a pure function of the HTML. - layouts[] declares one profile per version of the site's table (modern and legacy), each identified by its header row, so a new version of the page is a new profile plus a fixture instead of a guess. - The table is located by header signature, not by a CSS path. - Every cell is shape-checked, and facts the site renders twice (desktop and mobile date, time in the tooltip) must agree. - Cross-field invariants: periods sum to the score, ids are unique, played games always have an event link and unplayed ones never do. - Output is sorted by date, time and id, so it does not inherit the site's row order, and it carries no fetch timestamp: same HTML, same bytes. - Drift is a typed error and exit code 3, with the header it actually found. - Tests run on committed HTML fixtures and golden JSON; TestLive is opt-in. Verified over the full SHL archive: 27/27 seasons, 2119 games, 1779 played.
swehockey-schedule
A deterministic crawler for the Schedule and Results table on stats.swehockey.se — one plain HTTP GET per season, no browser, no JavaScript, no waiting, and a byte-identical output for identical input.
$ go build -o swehockey .
$ ./swehockey schedule -season 20961 -format csv | head -3
season_id,game_id,event_id,date,time,home,away,home_goals,away_goals,periods,spectators,venue
20961,90001001,1109941,2026-09-19,15:15,Frölunda HC,Växjö Lakers HC,5,4,1:1-1 2:2-1 3:2-2,12044,Scandinavium
20961,90001002,1109942,2026-09-19,15:15,HV 71,IF Malmö Redhawks,4,5,1:1-0 2:1-1 3:1-3 4:1-1,6800,Husqvarna Garden
$ ./swehockey crawl -league 20961 # every season of the SHL, as NDJSON
$ ./swehockey leagues # 119 competitions and their ids
$ ./swehockey schedule -fixture testdata/schedule_20961.html # offline
How determinism is achieved
The site's page is server-rendered: curl returns all 364 rows of the current
season in one response. That removes the usual sources of flakiness (timers,
waitForSelector, lazy rendering) and leaves exactly one risk — that the
markup changes under you. The rest of the design is about that risk.
- One GET, no retries, no cookies, no state. Same HTML in, same bytes out.
The output contains only page-derived data: no fetch timestamp, no map
iteration, fixed field order.
TestRenderIsPureand the golden files enforce this. - The table is found by its header signature, not by a CSS path or a position in the document. Ads, navigation and layout changes cannot move it out from under the crawler.
- A declared contract per layout, not a pile of indices. The site has
shipped more than one version of this table, so each version is a profile in
layouts[](parse.go), identified by the header row it declares. An unknown shape fails with the header it actually found. - Every field is shape-checked, so a renamed column or a new cell is an error naming the game and the cell, never a silently empty column.
- Facts the site renders twice must agree. In the modern layout the date is
printed in a desktop cell and as a mobile
<bold>group heading, and the start time appears in the tooltip span and in the mobile cell. The parser reads both and rejects the row if they disagree. Values the site prints once per group (the date heading, the round number) are carried forward, and the first row of a group must carry the value to inherit. - Cross-field invariants: the period scores must sum to the final score, a played game always has an event link and an unplayed one never does, game ids are unique, dates parse, venues are non-empty.
- Canonical order, imposed by us. The site lists games in round order, and
re-scheduled or awarded games keep the round they belong to, so the page's
own date order is not monotonic (2011-12 has September games after October
ones). The output is sorted by date, time and id, so it is a function of the
set of rows rather than of the site's row order —
TestOrderIndependenceswaps two rows and requires identical bytes. - Fixtures, not the network, in the tests. Real HTML slices live in
testdata/next to golden JSON. CI is offline and hermetic; a site change surfaces as a failing test with a readable message.SWEHOCKEY_LIVE=1 go test -run TestLiveis the one opt-in test that talks to the site. - Drift is a distinct failure mode, not a crash:
*DriftErrorand exit code 3. Callers can alert on it without parsing a stack trace. - Idempotent cron.
-state <file>skips the run when the page body hash is unchanged, and-check <golden>exits 3 when the output no longer matches a committed file, so an upstream change becomes a reviewable diff.
The two layouts on the site today
| profile | header | cells | seasons |
|---|---|---|---|
modern |
Date Time Game Result … Spectators Venue |
8 | 2018-19 onwards |
legacy |
Round Date Game Result … Spectators Venue |
7 | up to 2017-18 |
They differ in more than columns:
modernrenders every fact twice, for a desktop and a mobile table, and prints the date only on the first row of each date. The time lives inspan.lnkTooltip[title], which is also the row's stable id.legacyrenders it once. The round is in its own column, the date and the time share one cell, and old team cells end with an<i>note (Eighth final 1) that must not be swallowed into a team name.- A played game has 3, 4, 5 or 6 period scores depending on the era's rules, so the count is deliberately not pinned; the sum check is what protects the data.
Verified on the whole SHL archive: 27 of 27 seasons, 2119 games, 1779 played.
$ ./swehockey crawl -league 20961 -on-drift record | jq -s '[.[] | .games | length] | add'
2119
Commands
| command | what it does |
|---|---|
schedule |
one season, found by -season (default 20961) |
crawl |
every season of -league, in ascending id order, one document each |
leagues |
the competitions linked from the front page |
Flags: -format json|csv|ndjson, -out, -fixture, -state, -check,
-timeout, -quiet, plus -limit, -delay and -on-drift for crawl.
crawl -on-drift record emits {"season_id":…,"error":…} in place of a season
that breaks the contract, so a bulk run neither dies on one bad page nor hides
the hole.
Exit codes: 0 ok, 1 error, 2 usage, 3 markup drift or golden mismatch,
4 timeout.
Output
{
"season_id": 20961,
"layout": "modern",
"title": "Schedule and Results",
"last_update": "2026-09-26 22:41",
"games": [
{
"game_id": "90001001",
"event_id": "1109941",
"date": "2026-09-19",
"time": "15:15",
"home": "Frölunda HC",
"away": "Växjö Lakers HC",
"home_goals": 5,
"away_goals": 4,
"periods": [{"label": "1", "home": 1, "away": 1}],
"spectators": 12044,
"venue": "Scandinavium"
}
]
}
game_id is the site's own stable per-fixture id and is present for scheduled
as well as played games; event_id comes from the /Game/Events/<id> link and
appears only once a game has been played. home_goals is null, not 0, for a
game that has not been played. last_update is the site's own clock, verbatim
and unparsed, so it can be compared across runs without trusting a timezone
conversion.
Tests and fixtures
testdata/schedule_20961.html 2026-27, 3 date groups, OT + shootout, unplayed games
testdata/schedule_legacy.html 2018-19, round carry-forward, a 6-period game
testdata/schedule_legacy_playoffs.html 2013-14, <i>notes</i> in the team cells
testdata/seasons_20961.html the season selector and league links
testdata/*.json golden output for the fixtures above
TestDrift mutates a fixture once per way the page can change shape — renamed
header, extra column, score that no longer matches the periods, a removed date
group marker, a duplicated id, a missing timestamp, an empty table — and
requires a named, actionable error for each.
The fixtures are cut from real pages; the only thing the cutter changes is which
<tr> elements it keeps, so the markup around them stays real, including the
nested wrapper tables and the ad div.
Known limits
- Old seasons are pruned by the site: 2018-19 serves its last 45 games, 2024-25 only its 6 playoff games. The crawler reports exactly what the page contains.
- A handful of season pages serve more slowly than the default 30s timeout
(they stream a large table);
-timeoutcovers it. - Rows with no result and no round appear in a few old pages; those are the
reason
-on-drift recordexists.