.then(response => response.json())
.then(response => { global_json = response; process_matches(global_json, global_filters); });
+function format_time(t)
+{
+ const ms = t % 1000 + '';
+ t = Math.floor(t / 1000);
+ const sec = t % 60 + '';
+ t = Math.floor(t / 60);
+ const min = t % 60 + '';
+ const hour = Math.floor(t / 60) + '';
+ return hour + ':' + min.padStart(2, '0') + ':' + sec.padStart(2, '0') + '.' + ms.padStart(3, '0');
+}
+
function attribute_player_time(player, to, from, offense) {
let delta_time;
if (player.on_field_since > from) {
}
}
-function take_off_field(player, t, live_since, offense) {
- if (live_since === null) {
- // Play isn't live, so nothing to do.
- } else {
- attribute_player_time(player, t, live_since, offense);
- }
- if (player.on_field_since !== null) { // Just a safeguard; out without in should never happen.
- player.field_time_ms += t - player.on_field_since;
+function take_off_field(player, t, live_since, offense, keep) {
+ if (keep) {
+ if (live_since === null) {
+ // Play isn't live, so nothing to do.
+ } else {
+ attribute_player_time(player, t, live_since, offense);
+ }
+ if (player.on_field_since !== null) { // Just a safeguard; out without in should never happen.
+ player.field_time_ms += t - player.on_field_since;
+ }
}
player.on_field_since = null;
}
}
function add_th(tr, text, colspan) {
- let element = add_cell(tr, 'th', text);
+ let element = document.createElement('th');
+ let link = document.createElement('a');
+ link.style.cursor = 'pointer';
+ link.addEventListener('click', (e) => {
+ sort_by(element);
+ process_matches(global_json, global_filters);
+ });
+ link.textContent = text;
+ element.appendChild(link);
+ tr.appendChild(element);
+
if (colspan > 0) {
element.setAttribute('colspan', colspan);
} else {
for (const player of json['players']) {
players[player['player_id']] = {
'name': player['name'],
+ 'gender': player['gender'],
'number': player['number'],
'goals': 0,
'num_throws': 0,
'throwaways': 0,
'drops': 0,
+ 'was_ds': 0,
+ 'stallouts': 0,
'defenses': 0,
- 'interceptions': 0,
+ 'callahans': 0,
'points_played': 0,
'playing_time_ms': 0,
'offensive_playing_time_ms': 0,
let our_score = 0;
let their_score = 0;
let handler = null;
+ let handler_got_by_interception = false; // Only relevant if handler !== null.
let prev_handler = null;
let live_since = null;
let offense = null; // True/false/null (unknown).
let point_num = 0;
let game_started = null;
let last_goal = null;
+
+ // The last used formations of the given kind, if any; they may be reused
+ // when the point starts, if nothing else is set.
+ let last_offensive_formation = null;
+ let last_defensive_formation = null;
+
+ // Formations we've set, but haven't really had the chance to use yet
+ // (e.g., we get a “use zone defense” event while we're still on offense).
+ let pending_offensive_formation = null;
+ let pending_defensive_formation = null;
+
+ // Formations that we have played at least once this point, after all
+ // heuristics and similar.
+ let formations_used_this_point = new Set();
+
for (const [q,p] of Object.entries(players)) {
p.on_field_since = null;
p.last_point_seen = null;
}
for (const e of match['events']) {
- // TODO: filter events
-
let t = e['t'];
let type = e['type'];
let p = players[e['player']];
// Sub management
+ let keep = keep_event(players, formations_used_this_point, last_pull_was_ours, filters);
if (type === 'in' && p.on_field_since === null) {
p.on_field_since = t;
+ if (!keep && keep_event(players, formations_used_this_point, last_pull_was_ours, filters)) {
+ // A player needed for the filters went onto the field,
+ // so pretend people walked on right now (to start their
+ // counting time).
+ for (const [q,p2] of Object.entries(players)) {
+ if (p2.on_field_since !== null) {
+ p2.on_field_since = t;
+ }
+ }
+ }
} else if (type === 'out') {
- take_off_field(p, t, live_since, offense);
+ take_off_field(p, t, live_since, offense, keep);
+ if (keep && !keep_event(players, formations_used_this_point, last_pull_was_ours, filters)) {
+ // A player needed for the filters went off the field,
+ // so we need to attribute time for all the others.
+ // Pretend they walked off and then immediately on again.
+ //
+ // TODO: We also need to take care of this to get the globals right.
+ for (const [q,p2] of Object.entries(players)) {
+ if (p2.on_field_since !== null) {
+ take_off_field(p2, t, live_since, offense, keep);
+ p2.on_field_since = t;
+ }
+ }
+ }
}
+ keep = keep_event(players, formations_used_this_point, last_pull_was_ours, filters); // Recompute after in/out.
+
// Liveness management
if (type === 'pull' || type === 'their_pull' || type === 'restart') {
live_since = t;
} else if (type === 'catch' && last_pull_was_ours === null) {
// Someone forgot to add the pull, so we'll need to wing it.
- console.log('Missing pull on ' + our_score + '\u2013' + their_score + ' in ' + match['description'] + '; pretending to have one.');
+ console.log(match['description'] + ' ' + format_time(t) + ': Missing pull on ' + our_score + '\u2013' + their_score + '; pretending to have one.');
live_since = t;
last_pull_was_ours = !offense;
} else if (type === 'goal' || type === 'their_goal' || type === 'stoppage') {
continue;
}
if (type !== 'stoppage' && p.last_point_seen !== point_num) {
- // In case the player did nothing this point,
- // not even subbing in.
- p.last_point_seen = point_num;
- ++p.points_played;
+ if (keep) {
+ // In case the player did nothing this point,
+ // not even subbing in.
+ p.last_point_seen = point_num;
+ ++p.points_played;
+ }
}
- attribute_player_time(p, t, live_since, offense);
+ if (keep) attribute_player_time(p, t, live_since, offense);
if (type !== 'stoppage') {
+ if (keep) {
+ if (last_pull_was_ours === true) { // D point.
+ ++p.defensive_points_completed;
+ if (type === 'goal') {
+ ++p.defensive_points_won;
+ }
+ } else if (last_pull_was_ours === false) { // O point.
+ ++p.offensive_points_completed;
+ if (type === 'goal') {
+ ++p.offensive_points_won;
+ }
+ }
+ }
+ }
+ }
+
+ if (keep) {
+ if (type !== 'stoppage') {
+ // Update globals.
+ ++globals.points_played;
if (last_pull_was_ours === true) { // D point.
- ++p.defensive_points_completed;
+ ++globals.defensive_points_completed;
if (type === 'goal') {
- ++p.defensive_points_won;
+ ++globals.defensive_points_won;
}
} else if (last_pull_was_ours === false) { // O point.
- ++p.offensive_points_completed;
+ ++globals.offensive_points_completed;
if (type === 'goal') {
- ++p.offensive_points_won;
+ ++globals.offensive_points_won;
}
}
}
- }
-
- if (type !== 'stoppage') {
- // Update globals.
- ++globals.points_played;
- if (last_pull_was_ours === true) { // D point.
- ++globals.defensive_points_completed;
- if (type === 'goal') {
- ++globals.defensive_points_won;
- }
- } else if (last_pull_was_ours === false) { // O point.
- ++globals.offensive_points_completed;
- if (type === 'goal') {
- ++globals.offensive_points_won;
+ if (live_since !== null) {
+ globals.playing_time_ms += t - live_since;
+ if (offense === true) {
+ globals.offensive_playing_time_ms += t - live_since;
+ } else if (offense === false) {
+ globals.defensive_playing_time_ms += t - live_since;
}
}
}
- if (live_since !== null) {
- globals.playing_time_ms += t - live_since;
- if (offense === true) {
- globals.offensive_playing_time_ms += t - live_since;
- } else if (offense === false) {
- globals.defensive_playing_time_ms += t - live_since;
- }
- }
live_since = null;
}
// Point count management
if (p !== undefined && type !== 'out' && p.last_point_seen !== point_num) {
- p.last_point_seen = point_num;
- ++p.points_played;
+ if (keep) {
+ p.last_point_seen = point_num;
+ ++p.points_played;
+ }
}
if (type === 'goal' || type === 'their_goal') {
++point_num;
if (type === 'pull') {
puller = e['player'];
pull_started = t;
- ++p.pulls;
+ if (keep) ++p.pulls;
} else if (type === 'in' || type === 'out' || type === 'stoppage' || type === 'restart' || type === 'unknown' || type === 'set_defense' || type === 'set_offense') {
// No effect on pull.
} else if (type === 'pull_landed' && puller !== null) {
- players[puller].pull_times.push(t - pull_started);
+ if (keep) players[puller].pull_times.push(t - pull_started);
} else if (type === 'pull_oob' && puller !== null) {
- ++players[puller].oob_pulls;
+ if (keep) ++players[puller].oob_pulls;
} else {
// Not pulling (if there was one, we never recorded its outcome, but still count it).
puller = pull_started = null;
// Offense/defense management
let last_offense = offense;
- if (type === 'set_defense' || type === 'goal' || type === 'throwaway' || type === 'drop') {
+ if (type === 'set_defense' || type === 'goal' || type === 'throwaway' || type === 'drop' || type === 'was_d' || type === 'stallout') {
offense = false;
} else if (type === 'set_offense' || type === 'their_goal' || type === 'their_throwaway' || type === 'defense' || type === 'interception') {
offense = true;
if (last_offense !== offense && live_since !== null) {
// Switched offense/defense status, so attribute this drive as needed,
// and update live_since to take that into account.
- for (const [q,p] of Object.entries(players)) {
- if (p.on_field_since === null) {
- continue;
+ if (keep) {
+ for (const [q,p] of Object.entries(players)) {
+ if (p.on_field_since === null) {
+ continue;
+ }
+ attribute_player_time(p, t, live_since, last_offense);
+ }
+ globals.playing_time_ms += t - live_since;
+ if (offense === true) {
+ globals.offensive_playing_time_ms += t - live_since;
+ } else if (offense === false) {
+ globals.defensive_playing_time_ms += t - live_since;
}
- attribute_player_time(p, t, live_since, last_offense);
- }
- globals.playing_time_ms += t - live_since;
- if (offense === true) {
- globals.offensive_playing_time_ms += t - live_since;
- } else if (offense === false) {
- globals.defensive_playing_time_ms += t - live_since;
}
live_since = t;
}
last_pull_was_ours = null;
}
+ // Formation management
+ if (type === 'formation_offense' || type === 'formation_defense') {
+ let id = e.formation === null ? 0 : e.formation;
+ let for_offense = (type === 'formation_offense');
+ if (offense === for_offense) {
+ formations_used_this_point.add(id);
+ } else if (for_offense) {
+ pending_offensive_formation = id;
+ } else {
+ pending_defensive_formation = id;
+ }
+ if (for_offense) {
+ last_offensive_formation = id;
+ } else {
+ last_defensive_formation = id;
+ }
+ } else if (last_offense !== offense) {
+ if (offense === true && pending_offensive_formation !== null) {
+ formations_used_this_point.add(pending_offensive_formation);
+ pending_offensive_formation = null;
+ } else if (offense === false && pending_defensive_formation !== null) {
+ formations_used_this_point.add(pending_defensive_formation);
+ pending_defensive_formation = null;
+ } else if (offense === true && last_defensive_formation !== null) {
+ if (should_reuse_last_formation(match['events'], t)) {
+ formations_used_this_point.add(last_defensive_formation);
+ }
+ } else if (offense === false && last_offensive_formation !== null) {
+ if (should_reuse_last_formation(match['events'], t)) {
+ formations_used_this_point.add(last_offensive_formation);
+ }
+ }
+ }
+
+ if (type !== 'out' && type !== 'in' && p !== undefined && p.on_field_since === null) {
+ console.log(match['description'] + ' ' + format_time(t) + ': Event “' + type + '” on subbed-out player ' + p.name);
+ }
+ if (type === 'catch' && handler !== null && players[handler].on_field_since === null) {
+ // The handler subbed out and was replaced with another handler,
+ // so this wasn't a pass.
+ handler = null;
+ }
+
// Event management
- if (type === 'catch' || type === 'goal') {
+ if (type === 'goal' && handler === e['player'] && handler_got_by_interception) {
+ // Self-pass to goal after an interception; this is not a real pass,
+ // just how we represent a Callahan right now -- so don't
+ // count the throw, any assists or similar.
+ //
+ // It's an open question how we should handle a self-pass that is
+ // _not_ after an interception, or a self-pass that's not a goal.
+ // (It must mean we tipped off someone.) We'll count it as a regular one
+ // for the time being, although it will make hockey assists weird.
+ ++p.goals;
+ ++p.callahans;
+ handler = prev_handler = null;
+ } else if (type === 'catch' || type === 'goal') {
if (handler !== null) {
- ++players[handler].num_throws;
- ++p.catches;
+ if (keep) {
+ ++players[handler].num_throws;
+ ++p.catches;
+ }
}
- ++p.touches;
+ if (keep) ++p.touches;
if (type === 'goal') {
- if (prev_handler !== null) {
- ++players[prev_handler].hockey_assists;
- }
- if (handler !== null) {
- ++players[handler].assists;
+ if (keep) {
+ if (prev_handler !== null) {
+ ++players[prev_handler].hockey_assists;
+ }
+ if (handler !== null) {
+ ++players[handler].assists;
+ }
+ ++p.goals;
}
- ++p.goals;
handler = prev_handler = null;
} else {
// Update hold history.
prev_handler = handler;
handler = e['player'];
+ handler_got_by_interception = false;
}
} else if (type === 'throwaway') {
- ++p.num_throws;
- ++p.throwaways;
+ if (keep) {
+ ++p.num_throws;
+ ++p.throwaways;
+ }
handler = prev_handler = null;
} else if (type === 'drop') {
- ++p.drops;
+ if (keep) ++p.drops;
+ handler = prev_handler = null;
+ } else if (type === 'stallout') {
+ if (keep) ++p.stallouts;
+ handler = prev_handler = null;
+ } else if (type === 'was_d') {
+ if (keep) ++p.was_ds;
handler = prev_handler = null;
} else if (type === 'defense') {
- ++p.defenses;
+ if (keep) ++p.defenses;
} else if (type === 'interception') {
- ++p.interceptions;
- ++p.defenses;
- ++p.touches;
+ if (keep) {
+ ++p.catches;
+ ++p.defenses;
+ ++p.touches;
+ }
prev_handler = null;
handler = e['player'];
+ handler_got_by_interception = true;
} else if (type === 'offensive_soft_plus' || type === 'offensive_soft_minus' || type === 'defensive_soft_plus' || type === 'defensive_soft_minus') {
- ++p[type];
+ if (keep) ++p[type];
} else if (type !== 'in' && type !== 'out' && type !== 'pull' &&
type !== 'their_goal' && type !== 'stoppage' && type !== 'restart' && type !== 'unknown' &&
type !== 'set_defense' && type !== 'goal' && type !== 'throwaway' &&
- type !== 'drop' && type !== 'set_offense' && type !== 'their_goal' &&
+ type !== 'drop' && type !== 'was_d' && type !== 'stallout' && type !== 'set_offense' && type !== 'their_goal' &&
type !== 'pull' && type !== 'pull_landed' && type !== 'pull_oob' && type !== 'their_pull' &&
- type !== 'their_throwaway' && type !== 'defense' && type !== 'interception') {
- console.log("Unknown event:", e);
+ type !== 'their_throwaway' && type !== 'defense' && type !== 'interception' &&
+ type !== 'formation_offense' && type !== 'formation_defense') {
+ console.log(format_time(t) + ": Unknown event “" + e + "”");
+ }
+
+ if (type === 'goal' || type === 'their_goal') {
+ formations_used_this_point.clear();
}
}
// Add field time for all players still left at match end.
- for (const [q,p] of Object.entries(players)) {
- if (p.on_field_since !== null && last_goal !== null) {
- p.field_time_ms += last_goal - p.on_field_since;
+ const keep = keep_event(players, formations_used_this_point, last_pull_was_ours, filters);
+ if (keep) {
+ for (const [q,p] of Object.entries(players)) {
+ if (p.on_field_since !== null && last_goal !== null) {
+ p.field_time_ms += last_goal - p.on_field_since;
+ }
}
- }
- if (game_started !== null && last_goal !== null) {
- globals.field_time_ms += last_goal - game_started;
- }
- if (live_since !== null && last_goal !== null) {
- globals.playing_time_ms += last_goal - live_since;
- if (offense === true) {
- globals.offensive_playing_time_ms += last_goal - live_since;
- } else if (offense === false) {
- globals.defensive_playing_time_ms += last_goal - live_since;
+ if (game_started !== null && last_goal !== null) {
+ globals.field_time_ms += last_goal - game_started;
+ }
+ if (live_since !== null && last_goal !== null) {
+ globals.playing_time_ms += last_goal - live_since;
+ if (offense === true) {
+ globals.offensive_playing_time_ms += last_goal - live_since;
+ } else if (offense === false) {
+ globals.defensive_playing_time_ms += last_goal - live_since;
+ }
}
}
}
rows.push(header);
}
- for (const [q,p] of Object.entries(players)) {
+ for (const [q,p] of get_sorted_players(players)) {
if (q === 'globals') continue;
let row = document.createElement('tr');
- let pm = p.goals + p.assists + p.hockey_assists + p.defenses - p.throwaways - p.drops;
+ let pm = p.goals + p.assists + p.hockey_assists + p.defenses - p.throwaways - p.drops - p.was_ds - p.stallouts;
let soft_pm = p.offensive_soft_plus + p.defensive_soft_plus - p.offensive_soft_minus - p.defensive_soft_minus;
let o_efficiency = make_efficiency_ci(p.offensive_points_won, p.offensive_points_completed, z);
let d_efficiency = make_efficiency_ci(p.defensive_points_won, p.defensive_points_completed, z);
- add_3cell(row, p.name, 'name'); // TODO: number?
+ let name = add_3cell(row, p.name, 'name'); // TODO: number?
add_3cell(row, pm > 0 ? ('+' + pm) : pm);
add_3cell(row, soft_pm > 0 ? ('+' + soft_pm) : soft_pm);
add_3cell_ci(row, o_efficiency);
add_3cell_ci(row, d_efficiency);
add_3cell(row, p.points_played);
+ row.dataset.player = q;
rows.push(row);
}
add_th(header, '%OK');
add_th(header, 'Catches');
add_th(header, 'Drops');
+ add_th(header, 'D-ed');
add_th(header, '%OK');
+ add_th(header, 'Stalls');
add_th(header, 'Soft +/-', 6);
rows.push(header);
}
+ let goals = 0;
let num_throws = 0;
let throwaways = 0;
let catches = 0;
let drops = 0;
- for (const [q,p] of Object.entries(players)) {
+ let was_ds = 0;
+ let stallouts = 0;
+ for (const [q,p] of get_sorted_players(players)) {
if (q === 'globals') continue;
let throw_ok = make_binomial_ci(p.num_throws - p.throwaways, p.num_throws, z);
- let catch_ok = make_binomial_ci(p.catches, p.catches + p.drops, z);
+ let catch_ok = make_binomial_ci(p.catches, p.catches + p.drops + p.was_ds, z);
throw_ok.format = 'percentage';
catch_ok.format = 'percentage';
add_3cell_ci(row, throw_ok);
add_3cell(row, p.catches);
add_3cell(row, p.drops);
+ add_3cell(row, p.was_ds);
add_3cell_ci(row, catch_ok);
+ add_3cell(row, p.stallouts);
add_3cell(row, '+' + p.offensive_soft_plus);
add_3cell(row, '-' + p.offensive_soft_minus);
+ row.dataset.player = q;
rows.push(row);
+ goals += p.goals;
num_throws += p.num_throws;
throwaways += p.throwaways;
catches += p.catches;
drops += p.drops;
+ was_ds += p.was_ds;
+ stallouts += p.stallouts;
}
// Globals.
let throw_ok = make_binomial_ci(num_throws - throwaways, num_throws, z);
- let catch_ok = make_binomial_ci(catches, catches + drops, z);
+ let catch_ok = make_binomial_ci(catches, catches + drops + was_ds, z);
throw_ok.format = 'percentage';
catch_ok.format = 'percentage';
throw_ok.desired = 0.9;
let row = document.createElement('tr');
add_3cell(row, '');
- add_3cell(row, '');
+ add_3cell(row, goals);
add_3cell(row, '');
add_3cell(row, '');
add_3cell(row, num_throws);
add_3cell_ci(row, throw_ok);
add_3cell(row, catches);
add_3cell(row, drops);
+ add_3cell(row, was_ds);
add_3cell_ci(row, catch_ok);
+ add_3cell(row, stallouts);
add_3cell(row, '');
add_3cell(row, '');
rows.push(row);
add_th(header, 'OOB pulls');
add_th(header, 'OOB%');
add_th(header, 'Avg. hang time (IB)');
+ add_th(header, 'Callahans');
add_th(header, 'Soft +/-', 6);
rows.push(header);
}
- for (const [q,p] of Object.entries(players)) {
+
+ let defenses = 0;
+ let pulls = 0;
+ let oob_pulls = 0;
+ let sum_sum_time = 0;
+ let callahans = 0;
+
+ for (const [q,p] of get_sorted_players(players)) {
if (q === 'globals') continue;
let sum_time = 0;
for (const t of p.pull_times) {
sum_time += t;
}
- let avg_time = 1e-3 * sum_time / p.pulls;
+ let avg_time = 1e-3 * sum_time / (p.pulls - p.oob_pulls);
let oob_pct = 100 * p.oob_pulls / p.pulls;
let ci_oob = make_binomial_ci(p.oob_pulls, p.pulls, z);
} else {
add_3cell(row, 'N/A');
}
+ add_3cell(row, p.callahans);
add_3cell(row, '+' + p.defensive_soft_plus);
add_3cell(row, '-' + p.defensive_soft_minus);
+ row.dataset.player = q;
rows.push(row);
+
+ defenses += p.defenses;
+ pulls += p.pulls;
+ oob_pulls += p.oob_pulls;
+ sum_sum_time += sum_time;
+ callahans += p.callahans;
+ }
+
+ // Globals.
+ let ci_oob = make_binomial_ci(oob_pulls, pulls, z);
+ ci_oob.format = 'percentage';
+ ci_oob.desired = 0.2; // Arbitrary.
+ ci_oob.inverted = true;
+
+ let avg_time = 1e-3 * sum_sum_time / (pulls - oob_pulls);
+ let oob_pct = 100 * oob_pulls / pulls;
+
+ let row = document.createElement('tr');
+ add_3cell(row, '');
+ add_3cell(row, defenses);
+ add_3cell(row, pulls);
+ add_3cell(row, oob_pulls);
+ add_3cell_ci(row, ci_oob);
+ if (pulls > oob_pulls) {
+ add_3cell(row, avg_time.toFixed(1) + ' sec');
+ } else {
+ add_3cell(row, 'N/A');
}
+ add_3cell(row, callahans);
+ add_3cell(row, '');
+ add_3cell(row, '');
+ rows.push(row);
+
return rows;
}
rows.push(header);
}
- for (const [q,p] of Object.entries(players)) {
+ for (const [q,p] of get_sorted_players(players)) {
if (q === 'globals') continue;
let row = document.createElement('tr');
add_3cell(row, p.name, 'name'); // TODO: number?
add_3cell(row, Math.floor(p.field_time_ms / 60000) + ' min');
add_3cell(row, p.offensive_points_completed);
add_3cell(row, p.defensive_points_completed);
+ row.dataset.player = q;
rows.push(row);
}
add_th(header, 'Hockey assists');
add_th(header, 'Ds');
add_th(header, 'Throwaways');
- add_th(header, 'Drops');
+ add_th(header, 'Recv. errors');
add_th(header, 'Touches');
rows.push(header);
}
let hockey_assists = 0;
let defenses = 0;
let throwaways = 0;
- let drops = 0;
+ let receiver_errors = 0;
let touches = 0;
- for (const [q,p] of Object.entries(players)) {
+ for (const [q,p] of get_sorted_players(players)) {
if (q === 'globals') continue;
// Can only happen once per point, so these are binomials.
add_3cell_ci(row, ci_hockey_assists);
add_3cell_ci(row, make_poisson_ci(p.defenses, p.points_played, z));
add_3cell_ci(row, make_poisson_ci(p.throwaways, p.points_played, z, true));
- add_3cell_ci(row, make_poisson_ci(p.drops, p.points_played, z, true));
+ add_3cell_ci(row, make_poisson_ci(p.drops + p.was_ds, p.points_played, z, true));
if (p.points_played > 0) {
add_3cell(row, p.touches == 0 ? 0 : (p.touches / p.points_played).toFixed(2));
} else {
add_3cell(row, 'N/A');
}
+ row.dataset.player = q;
rows.push(row);
goals += p.goals;
hockey_assists += p.hockey_assists;
defenses += p.defenses;
throwaways += p.throwaways;
- drops += p.drops;
+ receiver_errors += p.drops + p.was_ds;
touches += p.touches;
}
let row = document.createElement('tr');
add_3cell(row, '');
if (globals.points_played > 0) {
- add_3cell_with_filler_ci(row, goals == 0 ? 0 : (goals / globals.points_played).toFixed(2));
- add_3cell_with_filler_ci(row, assists == 0 ? 0 : (assists / globals.points_played).toFixed(2));
- add_3cell_with_filler_ci(row, hockey_assists == 0 ? 0 : (hockey_assists / globals.points_played).toFixed(2));
- add_3cell_with_filler_ci(row, defenses == 0 ? 0 : (defenses / globals.points_played).toFixed(2));
- add_3cell_with_filler_ci(row, throwaways == 0 ? 0 : (throwaways / globals.points_played).toFixed(2));
- add_3cell_with_filler_ci(row, drops == 0 ? 0 : (drops / globals.points_played).toFixed(2));
+ let ci_goals = make_binomial_ci(goals, globals.points_played, z);
+ let ci_assists = make_binomial_ci(assists, globals.points_played, z);
+ let ci_hockey_assists = make_binomial_ci(hockey_assists, globals.points_played, z);
+ ci_goals.desired = 0.5;
+ ci_assists.desired = 0.5;
+ ci_hockey_assists.desired = 0.5;
+
+ add_3cell_ci(row, ci_goals);
+ add_3cell_ci(row, ci_assists);
+ add_3cell_ci(row, ci_hockey_assists);
+
+ add_3cell_ci(row, make_poisson_ci(defenses, globals.points_played, z));
+ add_3cell_ci(row, make_poisson_ci(throwaways, globals.points_played, z, true));
+ add_3cell_ci(row, make_poisson_ci(receiver_errors, globals.points_played, z, true));
+
add_3cell(row, touches == 0 ? 0 : (touches / globals.points_played).toFixed(2));
} else {
add_3cell_with_filler_ci(row, 'N/A');
menu.style.left = rect.left + 'px';
menu.style.top = (rect.bottom + 10) + 'px';
- add_menu_item(menu, 0, 'match', 'Match (any)');
- add_menu_item(menu, 1, 'player_any', 'Player on field (any)');
- add_menu_item(menu, 2, 'player_all', 'Player on field (all)');
- // add_menu_item(menu, 'Formation played (any)');
+ add_menu_item(global_filters, menu, 0, 'match', 'Match (any)');
+ add_menu_item(global_filters, menu, 1, 'player_any', 'Player on field (any)');
+ add_menu_item(global_filters, menu, 2, 'player_all', 'Player on field (all)');
+ add_menu_item(global_filters, menu, 3, 'formation_offense', 'Offense played (any)');
+ add_menu_item(global_filters, menu, 4, 'formation_defense', 'Defense played (any)');
+ add_menu_item(global_filters, menu, 5, 'starting_on', 'Starting on');
+ add_menu_item(global_filters, menu, 6, 'gender_ratio', 'Gender ratio');
}
-function add_menu_item(menu, menu_idx, filter_type, title) {
+function add_menu_item(filterset, menu, menu_idx, filter_type, title) {
let item = document.createElement('div');
item.classList.add('option');
item.appendChild(document.createTextNode(title));
menu.appendChild(item);
- item.addEventListener('click', (e) => { show_submenu(menu_idx, null, filter_type); });
+ item.addEventListener('click', (e) => { show_submenu(filterset, menu_idx, null, filter_type); });
}
-function show_submenu(menu_idx, pill, filter_type) {
+function find_all_ratios(json)
+{
+ let ratios = {};
+ let players = {};
+ for (const player of json['players']) {
+ players[player['player_id']] = {
+ 'gender': player['gender'],
+ 'last_point_seen': null,
+ };
+ }
+ for (const match of json['matches']) {
+ for (const [q,p] of Object.entries(players)) {
+ p.on_field_since = null;
+ }
+ for (const e of match['events']) {
+ let p = players[e['player']];
+ let type = e['type'];
+ if (type === 'in') {
+ p.on_field_since = 1;
+ } else if (type === 'out') {
+ p.on_field_since = null;
+ } else if (type === 'pull' || type == 'their_pull') { // We assume no cross-gender subs for now.
+ let code = find_gender_ratio_code(players);
+ if (ratios[code] === undefined) {
+ ratios[code] = code;
+ if (code !== '4 F, 3 M' && code !== '4 M, 3 F' && code !== '3 M, 2 F' && code !== '3 F, 2 M') {
+ console.log('Unexpected gender ratio ' + code + ' first seen at: ' +
+ match['description'] + ', ' + format_time(e['t']));
+ }
+ }
+ }
+ }
+ }
+ return ratios;
+}
+
+function show_submenu(filterset, menu_idx, pill, filter_type) {
let submenu = document.getElementById('filter-submenu');
let subitems = [];
- const filter = find_filter(filter_type);
+ const filter = find_filter(filterset, filter_type);
let choices = [];
if (filter_type === 'match') {
'id': player['player_id']
});
}
+ } else if (filter_type === 'formation_offense') {
+ choices.push({
+ 'title': '(None/unknown)',
+ 'id': 0,
+ });
+ for (const formation of global_json['formations']) {
+ if (formation['offense']) {
+ choices.push({
+ 'title': formation['name'],
+ 'id': formation['formation_id']
+ });
+ }
+ }
+ } else if (filter_type === 'formation_defense') {
+ choices.push({
+ 'title': '(None/unknown)',
+ 'id': 0,
+ });
+ for (const formation of global_json['formations']) {
+ if (!formation['offense']) {
+ choices.push({
+ 'title': formation['name'],
+ 'id': formation['formation_id']
+ });
+ }
+ }
+ } else if (filter_type === 'starting_on') {
+ choices.push({
+ 'title': 'Offense',
+ 'id': false, // last_pull_was_ours
+ });
+ choices.push({
+ 'title': 'Defense',
+ 'id': true, // last_pull_was_ours
+ });
+ } else if (filter_type === 'gender_ratio') {
+ for (const [title, id] of Object.entries(find_all_ratios(global_json)).sort()) {
+ choices.push({
+ 'title': title,
+ 'id': id,
+ });
+ }
}
for (const choice of choices) {
if (filter !== null && filter.elements.has(choice.id)) {
check.setAttribute('checked', 'checked');
}
- check.addEventListener('change', (e) => { checkbox_changed(e, filter_type, choice.id); });
+ check.addEventListener('change', (e) => { checkbox_changed(filterset, e, filter_type, choice.id); });
subitem.appendChild(check);
subitem.appendChild(document.createTextNode(choice.title));
}
// Find the right filter, if it exists.
-function find_filter(filter_type) {
- for (let f of global_filters) {
+function find_filter(filterset, filter_type) {
+ for (let f of filterset) {
if (f.type === filter_type) {
return f;
}
return null;
}
-function checkbox_changed(e, filter_type, id) {
- let filter = find_filter(filter_type);
+// Equivalent to Array.prototype.filter, but in-place.
+function inplace_filter(arr, cond) {
+ let j = 0;
+ for (let i = 0; i < arr.length; ++i) {
+ if (cond(arr[i])) {
+ arr[j++] = arr[i];
+ }
+ }
+ arr.length = j;
+}
+
+function checkbox_changed(filterset, e, filter_type, id) {
+ let filter = find_filter(filterset, filter_type);
if (e.target.checked) {
// See if we must add a new filter to the list.
if (filter === null) {
'type': filter_type,
'elements': new Set([ id ]),
};
- filter.pill = make_filter_pill(filter);
- global_filters.push(filter);
+ filter.pill = make_filter_pill(filterset, filter);
+ filterset.push(filter);
document.getElementById('filters').appendChild(filter.pill);
} else {
filter.elements.add(id);
- let new_pill = make_filter_pill(filter);
+ let new_pill = make_filter_pill(filterset, filter);
document.getElementById('filters').replaceChild(new_pill, filter.pill);
filter.pill = new_pill;
}
filter.elements.delete(id);
if (filter.elements.size === 0) {
document.getElementById('filters').removeChild(filter.pill);
- global_filters = global_filters.filter(f => f !== filter);
+ inplace_filter(filterset, f => f !== filter);
} else {
- let new_pill = make_filter_pill(filter);
+ let new_pill = make_filter_pill(filterset, filter);
document.getElementById('filters').replaceChild(new_pill, filter.pill);
filter.pill = new_pill;
}
process_matches(global_json, global_filters);
}
-function make_filter_pill(filter) {
+function make_filter_pill(filterset, filter) {
let pill = document.createElement('div');
pill.classList.add('filter-pill');
let text;
if (filter.type === 'match') {
text = 'Match: ';
- // See if there's a common prefix.
- let num_matches = filter.elements.size;
- let common_prefix = null;
- if (num_matches > 1) {
- for (const match_id of filter.elements) {
- let desc = find_match(match_id)['description'];
- if (common_prefix === null) {
- common_prefix = desc;
- } else {
- common_prefix = find_common_prefix(common_prefix, desc);
- }
- }
- if (common_prefix.length < 3) {
- common_prefix = null;
- }
+ let all_names = [];
+ for (const match_id of filter.elements) {
+ all_names.push(find_match(match_id)['description']);
}
-
+ let common_prefix = find_common_prefix_of_all(all_names);
if (common_prefix !== null) {
text += common_prefix + '(';
}
text += find_player(player_id)['name'];
first = false;
}
+ } else if (filter.type === 'formation_offense' || filter.type === 'formation_defense') {
+ const offense = (filter.type === 'formation_offense');
+ if (offense) {
+ text = 'Offense: ';
+ } else {
+ text = 'Defense: ';
+ }
+
+ let all_names = [];
+ for (const formation_id of filter.elements) {
+ all_names.push(find_formation(formation_id)['name']);
+ }
+ let common_prefix = find_common_prefix_of_all(all_names);
+ if (common_prefix !== null) {
+ text += common_prefix + '(';
+ }
+
+ let first = true;
+ let sorted_formation_id = Array.from(filter.elements).sort((a, b) => a - b);
+ for (const formation_id of sorted_formation_id) {
+ if (!first) {
+ ktext += ', ';
+ }
+ let desc = find_formation(formation_id)['name'];
+ if (common_prefix === null) {
+ text += desc;
+ } else {
+ text += desc.substr(common_prefix.length);
+ }
+ first = false;
+ }
+
+ if (common_prefix !== null) {
+ text += ')';
+ }
+ } else if (filter.type === 'starting_on') {
+ text = 'Starting on: ';
+
+ if (filter.elements.has(false) && filter.elements.has(true)) {
+ text += 'Any';
+ } else if (filter.elements.has(false)) {
+ text += 'Offense';
+ } else {
+ text += 'Defense';
+ }
+ } else if (filter.type === 'gender_ratio') {
+ text = 'Gender: ';
+
+ let first = true;
+ for (const name of Array.from(filter.elements).sort()) {
+ if (!first) {
+ text += '; ';
+ }
+ text += name;
+ first = false;
+ }
}
let text_node = document.createElement('span');
text_node.innerText = text;
- text_node.addEventListener('click', (e) => show_submenu(null, pill, filter.type));
+ text_node.addEventListener('click', (e) => show_submenu(filterset, null, pill, filter.type));
pill.appendChild(text_node);
pill.appendChild(document.createTextNode(' '));
delete_node.addEventListener('click', (e) => {
// Delete this filter entirely.
document.getElementById('filters').removeChild(pill);
- global_filters = global_filters.filter(f => f !== filter);
+ inplace_filter(filterset, f => f !== filter);
process_matches(global_json, global_filters);
let add_menu = document.getElementById('filter-add-menu');
return ret;
}
+function find_common_prefix_of_all(values) {
+ if (values.length < 2) {
+ return null;
+ }
+ let common_prefix = null;
+ for (const desc of values) {
+ if (common_prefix === null) {
+ common_prefix = desc;
+ } else {
+ common_prefix = find_common_prefix(common_prefix, desc);
+ }
+ }
+ if (common_prefix.length >= 3) {
+ return common_prefix;
+ } else {
+ return null;
+ }
+}
+
function find_match(match_id) {
for (const match of global_json['matches']) {
if (match['match_id'] === match_id) {
return null;
}
+function find_formation(formation_id) {
+ for (const formation of global_json['formations']) {
+ if (formation['formation_id'] === formation_id) {
+ return formation;
+ }
+ }
+ return null;
+}
+
function find_player(player_id) {
for (const player of global_json['players']) {
if (player['player_id'] === player_id) {
return true;
}
+function find_gender_ratio_code(players) {
+ let map = {};
+ for (const [q,p] of Object.entries(players)) {
+ if (p.on_field_since === null) {
+ continue;
+ }
+ let gender = p.gender;
+ if (gender === '' || gender === undefined || gender === null) {
+ gender = '?';
+ }
+ if (map[gender] === undefined) {
+ map[gender] = 1;
+q } else {
+ ++map[gender];
+ }
+ }
+ let all_genders = Array.from(Object.keys(map)).sort(
+ (a,b) => {
+ if (map[a] !== map[b]) {
+ return map[b] - map[a]; // Reverse numeric.
+ } else if (a < b) {
+ return -1;
+ } else if (a > b) {
+ return 1;
+ } else {
+ return 0;
+ }
+ });
+ let code = '';
+ for (const g of all_genders) {
+ if (code !== '') {
+ code += ', ';
+ }
+ code += map[g];
+ code += ' ';
+ code += g;
+ }
+ return code;
+}
+
+function filter_passes(players, formations_used_this_point, last_pull_was_ours, filter) {
+ if (filter.type === 'player_any') {
+ for (const p of Array.from(filter.elements)) {
+ if (players[p].on_field_since !== null) {
+ return true;
+ }
+ }
+ return false;
+ } else if (filter.type === 'player_all') {
+ for (const p of Array.from(filter.elements)) {
+ if (players[p].on_field_since === null) {
+ return false;
+ }
+ }
+ return true;
+ } else if (filter.type === 'formation_offense' || filter.type === 'formation_defense') {
+ for (const f of Array.from(filter.elements)) {
+ if (formations_used_this_point.has(f)) {
+ return true;
+ }
+ }
+ return false;
+ } else if (filter.type === 'starting_on') {
+ return filter.elements.has(last_pull_was_ours);
+ } else if (filter.type === 'gender_ratio') {
+ return filter.elements.has(find_gender_ratio_code(players));
+ }
+ return true;
+}
+
+function keep_event(players, formations_used_this_point, last_pull_was_ours, filters) {
+ for (const filter of filters) {
+ if (!filter_passes(players, formations_used_this_point, last_pull_was_ours, filter)) {
+ return false;
+ }
+ }
+ return true;
+}
+
+// Heuristic: If we go at least ten seconds without the possession changing
+// or the operator specifying some other formation, we probably play the
+// same formation as the last point.
+function should_reuse_last_formation(events, t) {
+ for (const e of events) {
+ if (e.t <= t) {
+ continue;
+ }
+ if (e.t > t + 10000) {
+ break;
+ }
+ const type = e.type;
+ if (type === 'their_goal' || type === 'goal' ||
+ type === 'set_defense' || type === 'set_offense' ||
+ type === 'throwaway' || type === 'their_throwaway' ||
+ type === 'drop' || type === 'was_d' || type === 'stallout' || type === 'defense' || type === 'interception' ||
+ type === 'pull' || type === 'pull_landed' || type === 'pull_oob' || type === 'their_pull' ||
+ type === 'formation_offense' || type === 'formation_defense') {
+ return false;
+ }
+ }
+ return true;
+}
+
function possibly_close_menu(e) {
if (e.target.closest('#filter-click-to-add') === null &&
e.target.closest('#filter-add-menu') === null &&
add_submenu.style.display = 'none';
}
}
+
+let global_sort = {};
+
+function sort_by(th) {
+ let tr = th.parentElement;
+ let child_idx = 0;
+ for (let column_idx = 0; column_idx < tr.children.length; ++column_idx) {
+ let element = tr.children[column_idx];
+ if (element === th) {
+ ++child_idx; // Pad.
+ break;
+ }
+ if (element.hasAttribute('colspan')) {
+ child_idx += parseInt(element.getAttribute('colspan'));
+ } else {
+ ++child_idx;
+ }
+ }
+
+ global_sort = {};
+ let table = tr.parentElement;
+ for (let row_idx = 1; row_idx < table.children.length - 1; ++row_idx) { // Skip header and globals.
+ let row = table.children[row_idx];
+ let player = parseInt(row.dataset.player);
+ let value = row.children[child_idx].textContent;
+ global_sort[player] = value;
+ }
+}
+
+function get_sorted_players(players)
+{
+ let p = Object.entries(players);
+ if (global_sort.length !== 0) {
+ p.sort((a,b) => {
+ let ai = parseFloat(global_sort[a[0]]);
+ let bi = parseFloat(global_sort[b[0]]);
+ if (ai == ai && bi == bi) {
+ return bi - ai; // Reverse numeric.
+ } else if (global_sort[a[0]] < global_sort[b[0]]) {
+ return -1;
+ } else if (global_sort[a[0]] > global_sort[b[0]]) {
+ return 1;
+ } else {
+ return 0;
+ }
+ });
+ }
+ return p;
+}
projects / pkanalytics / blobdiff