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run with php -d memory_limit=4048M parse.php
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<?php | |
//ini_set('memory_limit','4GB'); | |
$pages = 30; | |
$size = 10000; | |
$total_games = 0; | |
$factions = [1 => [], 2 => [], 3 => [], 4 => [], 5 => [], 6 => []]; | |
$players_by_game = []; | |
for ($p = 1; $p <= $pages; $p++) | |
{ | |
echo date('Y-m-d H:i:s') . ": Page $p of $pages\n"; | |
//$json = file_get_contents("https://api.faforever.com/data/gamePlayerStats?sort=-id&include=player&page[size]=${size}&filter[gamePlayerStats]=score%3E0&page[number]=${p}"); | |
$json = file_get_contents("https://api.faforever.com/data/gamePlayerStats?sort=-id&include=player&page[size]=${size}&page[number]=${p}&filter[gamePlayerStats]=score!=0"); | |
$arr = json_decode($json, true); | |
foreach ($arr['data'] as $k => $v) | |
{ | |
$fac = $v['attributes']['faction']; | |
if (empty($factions[$fac])) | |
{ | |
$factions[$fac] = ['wins' => 0, 'games' => 0, 'players_ids' => []]; | |
} | |
$game_id = $v['relationships']['game']['data']['id']; | |
if (empty($players_by_game[$game_id])) | |
{ | |
$players_by_game[$game_id] = []; | |
} | |
$players_by_game[$game_id][] = $fac; | |
$player_id = $v['relationships']['player']['data']['id']; | |
if ($v['attributes']['afterDeviation'] < 200 && $v['attributes']['afterMean'] > 1000 && $v['attributes']['beforeMean'] > 1000) | |
{ | |
if ($v['attributes']['score'] != 0) | |
{ | |
$is_win = ($v['attributes']['score'] > 0); | |
$scoreTime = $v['attributes']['scoreTime']; | |
$factions[$fac]['games']++; | |
if (!isset($factions[$fac]['players_ids'][$player_id])) | |
{ | |
$factions[$fac]['players_ids'][$player_id] = ['games' => 0, 'wins' => 0]; | |
} | |
if (empty($factions[$fac]['game_ids'][$game_id])) | |
{ | |
$factions[$fac]['game_ids'][$game_id] = ['plays' => 0, 'wins' => 0]; | |
} | |
$factions[$fac]['players_ids'][$player_id]['games']++; | |
if ($is_win) | |
{ | |
$factions[$fac]['wins']++; | |
$factions[$fac]['game_ids'][$game_id]['wins']++; | |
$factions[$fac]['players_ids'][$player_id]['wins']++; | |
} | |
else | |
{ | |
} | |
$factions[$fac]['game_ids'][$game_id]['plays']++; | |
if ($fac >= 1 && $fac <= 4) | |
{ | |
$total_games++; | |
} | |
} | |
} else | |
{ | |
if (empty($factions[$fac]['small_rating'])) | |
{ | |
$factions[$fac]['small_rating'] = 0; | |
} | |
$factions[$fac]['small_rating']++; | |
} | |
} | |
} | |
//var_dump($players_by_game); | |
// nomads ? | |
unset($factions[5]); | |
unset($factions[6]); | |
function cmp($a, $b) { | |
if ($a['games'] == $b['games']) { | |
return 0; | |
} | |
return ($a['games'] < $b['games']) ? 1 : -1; | |
} | |
// filter-out non-ladder | |
foreach ($factions as $fac => $row) | |
{ | |
foreach ($row['game_ids'] as $game_id => $result_row) | |
{ | |
if (count($players_by_game[$game_id]) > 2) | |
{ | |
$factions[$fac]['games']-= $result_row['plays']; | |
$factions[$fac]['wins']-= $result_row['wins']; | |
$total_games-= $result_row['plays']; | |
if (empty($factions[$fac]['non_1x1'])) | |
{ | |
$factions[$fac]['non_1x1'] = 0; | |
} | |
$factions[$fac]['non_1x1']++; | |
} | |
else if (count($players_by_game[$game_id]) == 2) | |
{ | |
$found = false; | |
$other_fac = null; | |
$game_factions = $players_by_game[$game_id]; | |
for ($i = 0; $i < 2; $i++) | |
{ | |
// ignore nomads | |
if ($game_factions[$i] > 4) | |
{ | |
$other_fac = null; | |
if (empty($factions[$fac]['nomads_data'])) | |
{ | |
$factions[$fac]['nomads_data'] = 0; | |
} | |
$factions[$fac]['nomads_data']++; | |
$factions[$fac]['games']-= $result_row['plays']; | |
$factions[$fac]['wins']-= $result_row['wins']; | |
$total_games-= $result_row['plays']; | |
break; | |
} | |
if ($game_factions[$i] == $fac && !$found) | |
{ | |
$found = true; | |
} else { | |
$other_fac = $game_factions[$i]; | |
} | |
} | |
if ($other_fac) | |
{ | |
if (empty($factions[$fac]['games_vs'])) | |
{ | |
$factions[$fac]['games_vs'] = [1 => 0, 2 => 0, 3 => 0, 4 => 0]; | |
} | |
if (empty($factions[$fac]['wins_vs'])) | |
{ | |
$factions[$fac]['wins_vs'] = [1 => 0, 2 => 0, 3 => 0, 4 => 0]; | |
} | |
$factions[$fac]['games_vs'][$other_fac]++; | |
if ($result_row['wins']) | |
{ | |
$factions[$fac]['wins_vs'][$other_fac]++; | |
} | |
} | |
} else | |
{ | |
if (empty($factions[$fac]['inc_data'])) | |
{ | |
$factions[$fac]['inc_data'] = 0; | |
} | |
$factions[$fac]['inc_data']++; | |
} | |
} | |
$factions[$fac]['players_cnt'] = count($factions[$fac]['players_ids']); | |
uasort($factions[$fac]['players_ids'], "cmp"); | |
$factions[$fac]['players_ids_top_games'] = array_slice($factions[$fac]['players_ids'], 0, 10, true); | |
foreach ($factions[$fac]['players_ids_top_games'] as $p_id => $row) | |
{ | |
$factions[$fac]['players_ids_top_games'][$p_id]['winrate'] = $row['wins'] / $row['games']; | |
unset($factions[$fac]['players_ids_top_games'][$p_id]['wins']); | |
} | |
unset($factions[$fac]['players_ids']); | |
$factions[$fac]['game_ids_cnt'] = count($factions[$fac]['game_ids']); | |
unset($factions[$fac]['game_ids']); | |
} | |
foreach ($factions as $fac => $row) | |
{ | |
foreach ($factions[$fac]['wins_vs'] as $other_fac => $val) | |
{ | |
$factions[$fac]['wins_vs'][$other_fac] = $val / $factions[$fac]['games_vs'][$other_fac]; | |
} | |
} | |
echo "LAST entry time:" . $scoreTime . ", games - $total_games \n"; | |
foreach ($factions as $i => $val) | |
{ | |
$factions[$i]['win_pct'] = $factions[$i]['wins'] / $factions[$i]['games']; | |
$factions[$i]['usage_pct'] = $factions[$i]['games'] / $total_games; | |
} | |
echo json_encode($factions, JSON_PRETTY_PRINT); |
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