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gui-2023S.js
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/* using:
sql.js
plotly
codemirror
codemirror-theme-vars
fflate
*/
let plotlyUserSettings = {
'yaxis.type': 'linear'
};
let inputsElm = document.getElementById('inputs');
let execBtn = document.getElementById("execute");
let loadingElm = document.getElementById('loading');
let SQLLoadingElm = document.getElementById('sql-status');
let outputElm = document.getElementById('output');
let errorElm = document.getElementById('error');
let commandsElm = document.getElementById('commands');
let savedbElm = document.getElementById('savedb');
let tab0Rad = document.getElementById("tab0");
let tab1Rad = document.getElementById("tab1");
let tab2Rad = document.getElementById("tab2");
let tab3Rad = document.getElementById("tab3");
let tab4Rad = document.getElementById("tab4");
let tableHallOfFameBtn = document.getElementById('tableHallOfFame');
let tableBeliefAdoptionBtn = document.getElementById('tableBeliefAdoption');
let tablePolicyAdoptionBtn = document.getElementById('tablePolicyAdoption');
let tableTechResearchBtn = document.getElementById('tableTechResearch');
let tableWonderConstructionBtn = document.getElementById('tableWonderConstruction');
let gameSelHead = document.getElementById('gameID-select-head');
let datasetSelHead = document.getElementById('dataset-select-head');
let playerSelHead = document.getElementById('playerID-select-head');
let datasetSelHead2 = document.getElementById('dataset-select-head-2');
let compareSelHead = document.getElementById('compare-group-select-head');
let datasetSelHead3 = document.getElementById('dataset-select-head-3');
let compareGroupArithmeticMeanRad = document.getElementById('compare-group-arithmeticMean');
let compareGroupWinsorizedMeanRad = document.getElementById('compare-group-winsorizedMean');
let compareGroupMedianRad = document.getElementById('compare-group-median');
let sankeyGroups1Rad = document.getElementById('sankey-groups1');
let sankeyGroups2Rad = document.getElementById('sankey-groups2');
let sankeyGroups3Rad = document.getElementById('sankey-groups3');
let dbsizeLbl = document.getElementById('dbsize');
const btn = document.querySelector("#darkThemeToggle");
const prefersDarkScheme = window.matchMedia("(prefers-color-scheme: dark)");
const currentTheme = localStorage.getItem("theme");
if (currentTheme === "dark") {
document.body.classList.toggle("dark-theme");
} else if (currentTheme === "light") {
document.body.classList.toggle("light-theme");
}
btn.addEventListener("click", function () {
let theme;
if (prefersDarkScheme.matches) {
document.body.classList.toggle("light-theme");
theme = document.body.classList.contains("light-theme")
? "light"
: "dark";
}
else {
document.body.classList.toggle("dark-theme");
theme = document.body.classList.contains("dark-theme")
? "dark"
: "light";
}
localStorage.setItem("theme", theme);
});
// Start the worker in which sql.js will run
let worker = new Worker("worker.sql-wasm.js");
worker.onerror = error;
worker.onmessage = function (event) {
console.log("e", event);
let results = event.data.results;
let id = event.data.id;
// on db load
if (event.data.ready === true) {
toc("Loading database from file");
loadingElm.innerHTML = '';
fillSelects();
doPlot();
tableHallOfFameBtn.click();
return;
}
// export db
if (event.data?.buffer?.length) {
toc("Exporting the database");
let arraybuff = event.data.buffer;
let blob = new Blob([arraybuff]);
let a = document.createElement("a");
document.body.appendChild(a);
a.href = window.URL.createObjectURL(blob);
a.download = "sql.db";
a.onclick = function () {
setTimeout(function () {
window.URL.revokeObjectURL(a.href);
}, 1500);
};
a.click();
return;
}
if (event?.data?.error?.length)
{
SQLLoadingElm.textContent = `${event.data.error}`;
error({message: `${event.data.error}`});
return;
}
if (!results) {
error({message: event.data.error || 'No data!'});
return;
}
if (results.length === 0) {
SQLLoadingElm.textContent = `No results found!`;
error({message: `No results found!`});
return;
}
toc("Executing SQL");
tic();
// plot data
if (id === 0) {
let conf = Object.assign(...results[0].values.map(([k, v]) => ({ [k]: v })));
let data = [];
// bar plot
if (conf.type === 'bar') {
let tracesData = results[1].values.map(([k, _]) => (k));
console.log('tracesData', tracesData);
let arrX = Object.assign(...Object.values(tracesData).map((v) => ({ [v]: [] }))),
arrY = Object.assign(...Object.values(tracesData).map((v) => ({ [v]: [] })));
for (let i = 0; i < results[2].values.length; i++) {
arrX[results[2].values[i][0]].push(results[2].values[i][1]);
arrY[results[2].values[i][0]].push(results[2].values[i][2]);
}
tracesData.forEach((i, n) => {
data.push({
x: arrX[i],
y: arrY[i],
type: 'bar',
showlegend: true,
name: i,
color: colors[n % colors.length]
});
});
}
// sankey plot
else if (conf.type === 'sankey') {
let keysData = Object.assign(...results[1].values.map((k) => ({ [k[0]]: k[1] }))),
blob = { s: {}, t: {}, v: {} },
arrL = [], arrLL = [], mask = new Array(conf.numEntries - 1),
nextId = 0, groupLabels = (conf.groups > 1) ? JSON.parse(conf.labels) : [' '];
results[2].values.forEach((el) => {
let arr = JSON.parse(el[0]);
let winID = (conf.groups > 1) ? el[1] : 0;
for (let i = 0; i < arr.length; i++) {
if (mask[i] === undefined) mask[i] = {};
if (i === arr.length - 1) {
if (!mask[i][arr[i]]) {
mask[i][arr[i]] = nextId++;
arrL.push(keysData[arr[i]]);
}
continue;
}
if (blob.s[i] === undefined) {
blob.s[i] = Array.from({length: conf.groups}, _=>[]);
blob.t[i] = Array.from({length: conf.groups}, _=>[]);
blob.v[i] = Array.from({length: conf.groups}, _=>[]);
}
let fg = false;
for (let j = 0; j < blob.s[i][winID].length; j++) {
if (blob.s[i][winID][j] === arr[i] && blob.t[i][winID][j] === arr[i + 1]) {
fg = true;
blob.v[i][winID][j]++;
break;
}
}
if (!fg) {
if (mask[i][arr[i]] === undefined) {
mask[i][arr[i]] = nextId++;
arrL.push(keysData[arr[i]]);
}
blob.s[i][winID].push(arr[i]);
blob.t[i][winID].push(arr[i + 1]);
blob.v[i][winID].push(1);
}
}
});
let arrS = [], arrT = [], arrV = [], arrCl = [];
for (let k in blob.s) {
Object.keys(blob.v[k]).forEach((el) => {
blob.s[k][el].forEach((el2, i2) => {blob.s[k][el][i2] = mask[k][el2]});
blob.t[k][el].forEach((el2, i2) => {blob.t[k][el][i2] = mask[(parseInt(k) + 1).toString()][el2]});
arrS.push(...blob.s[k][el]);
arrT.push(...blob.t[k][el]);
arrV.push(...blob.v[k][el]);
blob.v[k][el].forEach((_) => {
arrCl.push(conf.groups === 2 ? (el > 0 ? winColors.anyWin : winColors[el]) : winColors[el]);
arrLL.push(groupLabels[el]);
});
});
}
// fix wrong x node coords for incomplete branches
// ref. https://community.plotly.com/t/sankey-avoid-placing-incomplete-branches-to-the-right/44873
let dummyId = nextId++;
for (let k in blob.t) {
if (!blob.s[(parseInt(k) + 1).toString()]) continue;
let a = new Set(Object.values(blob.s[(parseInt(k) + 1).toString()]).flat());
let b = new Set(Object.values(blob.t[k]).flat());
// select nodes with no outgoing links
let res = [...new Set([...b].filter(x => !a.has(x)))];
// create a dummy node that continues all incomplete branches and make it invisible
arrS.push(...res);
arrT.push(...res.map(_ => dummyId));
arrV.push(...res.map(_ => 0.001));
arrCl.push(...res.map(_ => 'rgba(0,0,0,0)'));
arrLL.push(...res.map(_ => ''));
}
data = [{
type: "sankey",
arrangement: "freeform",
node: {
pad: 35,
thickness: 30,
line: { width: 0 },
label: arrL,
color: arrL.map((el) => colors[[...new Set(arrL)].indexOf(el) % colors.length]).concat('rgba(0,0,0,0)')
},
link: {
source: arrS,
target: arrT,
value: arrV,
color: arrCl,
customdata: Array.from({length: arrLL.length}, (el,i)=>{return {extra:(arrV[i] / results[2].values.length * 100).toFixed(1) + '%', value: arrV[i], label: arrLL[i]}}),
hovertemplate: `<b>%{customdata.label}</b><br><br>source: %{source.label}<br>target: %{target.label}<extra>%{customdata.value}<br>%{customdata.extra}</extra>`
},
textfont: { size: 12 }
}];
Plotly.newPlot('plotOut', data, { title: conf.title, font: { size: 25 } });
toc("Displaying results");
return;
}
// scatter plot
else if (conf.type === 'scatter') {
let gamesData = Object.assign(...results[1].values.map(([k, v]) => ({ [k]: v })));
Object.entries(gamesData).forEach(([k, v]) => {
if (!v) gamesData[k] = 330;
});
let tracesData = Object.assign(...results[2].values.map((k) => {
return { [k[1]]: Object.assign(...k.map((d,i) => {
return { [results[2].columns[i]]: d }
})) }
}
));
Object.values(tracesData).forEach((v) => {
if (!v.QuitTurn) {
v.QuitTurn = gamesData[v.GameID];
}
});
let arrX = Object.assign(...Object.values(tracesData).map((v) => ({ [v.rowid]: [] }))),
arrY = Object.assign(...Object.values(tracesData).map((v) => ({ [v.rowid]: [] })));
let curX = Object.assign(...Object.values(tracesData).map((v) => ({ [v.rowid]: 0 }))),
curY = Object.assign(...Object.values(tracesData).map((v) => ({ [v.rowid]: 0 })));
for (let i = 0; i < results[3].values.length; i++) {
let lastTurn = tracesData[results[3].values[i][0]].QuitTurn ?? gamesData[tracesData[results[3].values[i][0]].GameID];
if (results[3].values[i][1] < lastTurn) {
// fill gaps
while (results[3].values[i][1] > (curX[results[3].values[i][0]] + 1)) {
// increment turn while value stays the same
curX[results[3].values[i][0]]++;
arrX[results[3].values[i][0]].push(curX[results[3].values[i][0]]);
arrY[results[3].values[i][0]].push(curY[results[3].values[i][0]]);
}
curX[results[3].values[i][0]] = results[3].values[i][1];
curY[results[3].values[i][0]] = results[3].values[i][2];
arrX[results[3].values[i][0]].push(results[3].values[i][1]);
arrY[results[3].values[i][0]].push(results[3].values[i][2]);
}
}
let blob = Array.from({length: 3}, _=>[]);
if (conf.aggregate) {
conf.aggregate = JSON.parse(conf.aggregate);
}
Object.keys(tracesData).forEach((i, n) => {
// fill data for yet alive players
let curX = arrX[i].at(-1), curY = arrY[i].at(-1);
let lastTurn = tracesData[i].QuitTurn ?? gamesData[tracesData[i].GameID];
while (curX < lastTurn) {
// increment turn while value stays the same
curX++;
arrX[i].push(curX);
arrY[i].push(curY);
}
if (conf.aggregate) {
let groupId;
if (conf.aggregate.group === 'generic') {
if (conf.aggregate.id === 0) {
conf.aggregate.name = 'Winners';
groupId = tracesData[i].Standing === 1 ? 0 : 1;
}
else if (conf.aggregate.id === 1) {
conf.aggregate.name = 'Playoff Players';
groupId = [101, 102, 103, 201, 202, 203].includes(tracesData[i].GameID) ? 0 : 1;
}
else if (conf.aggregate.id === 2) {
conf.aggregate.name = 'Final Game Players';
groupId = (tracesData[i].GameID === 301) ? 0 : 1;
}
}
else if (conf.aggregate.group === 'civs') {
conf.aggregate.name = conf.aggregate.id;
groupId = tracesData[i].TraceName === conf.aggregate.id ? 0 : 1;
}
else if (conf.aggregate.group === 'players') {
conf.aggregate.name = conf.aggregate.id;
groupId = tracesData[i].TraceName === conf.aggregate.id ? 0 : 1;
}
else if (conf.aggregate.group === 'wonders') {
conf.aggregate.name = conf.aggregate.id + ' builders';
groupId = tracesData[i].GroupID;
}
arrY[i].forEach((j,k)=>{
if (blob[groupId][k] === undefined)
blob[groupId][k] = [k, []];
blob[groupId][k][1].push(j);
if (blob[2][k] === undefined)
blob[2][k] = [k, []];
blob[2][k][1].push(j);
})
}
else {
data.push({
x: arrX[i],
y: arrY[i],
mode: conf.mode,
type: conf.type,
line: {
shape: 'spline',
color: colors[n % colors.length]
},
legendgroup: `group${i}`,
showlegend: true,
name: tracesData[i].TraceName
});
if (tracesData[i].Standing) {
// mark winner
if (tracesData[i].Standing === 1) {
data.push({
x: [arrX[i].at(-1)],
y: [arrY[i].at(-1)],
mode: 'markers',
type: conf.type,
marker: {
size: 12,
color: colors[n % colors.length],
symbol: 'star'
},
legendgroup: `group${i}`,
showlegend: false,
hoverinfo: 'skip'
})
}
// add X marker when player "dies"
else {
data.push({
x: [arrX[i].at(-1)],
y: [arrY[i].at(-1)],
mode: 'markers',
type: conf.type,
marker: {
size: 12,
color: colors[n % colors.length],
symbol: 'x-dot'
},
legendgroup: `group${i}`,
showlegend: false,
hoverinfo: 'skip'
})
}
}
}
});
if (conf.aggregate) {
//console.log('blob', blob);
blob.forEach((group, n)=>{
if (conf.aggregate.method === 0) { // Arithmetic mean
arrY = Array.from({length: group.length}, (el, i)=>blob[n][i][1].reduce((acc,it)=>acc+it,0)/blob[n][i][1].length);
}
else if (conf.aggregate.method === 1) { // 20% winsorized mean
arrY = Array.from({length: group.length}, (el, i)=> {
let s = [...blob[n][i][1]].sort((a,b)=>a-b);
let LBound = Math.trunc(s.length * 0.2);
let UBound = s.length - LBound - 1;
return s.reduce((acc,it,wi,arr)=>{
let r = (wi < LBound) ? arr[LBound] : ((wi > UBound) ? arr[UBound] : it);
return acc + r;
})/s.length;
});
}
else if (conf.aggregate.method === 2) { // Median
arrY = Array.from({length: group.length}, (el, i)=>{
let s = [...blob[n][i][1]].sort((a,b)=>a-b);
return (s[Math.floor(s.length / 2) - 1] + s[Math.ceil(s.length / 2) - 1]) / 2;
});
}
data.push({
x: Array.from({length: group.length}, (el, i)=>blob[n][i][0]),
y: arrY,
mode: conf.mode,
type: conf.type,
line: {
shape: 'spline',
color: colors[n % colors.length]
},
showlegend: true,
name: Array(`${conf.aggregate.name} average`, `All except ${conf.aggregate.name}`, 'All average')[n]
});
});
}
}
let layout = {
hovermode: "x unified",
barmode: 'relative',
xaxis: {
title: conf.xaxis
},
yaxis: {
title: conf.yaxis ?? 'TODO',
type: plotlyUserSettings['yaxis.type']
},
legend: {
orientation: "v",
bgcolor: '#E2E2E2',
bordercolor: '#FFFFFF',
borderwidth: 2
},
updatemenus: [{
y: 1.1,
xanchor: 'auto',
active: plotlyUserSettings['yaxis.type'] === 'linear' ? 0 : 1,
buttons: [
{
label: 'Linear Scale',
method: 'relayout',
args: [{'yaxis.type': 'linear'}]
},
{
label: 'Log Scale',
method: 'relayout',
args: [{'yaxis.type': 'log'}]
}
]
}]
};
let config = {
responsive: true,
toImageButtonOptions: {
format: 'png', // one of png, svg, jpeg, webp
filename: `TODO`,
height: 2160,
width: 3840,
scale: 1 // Multiply title/legend/axis/canvas sizes by this factor
},
};
Plotly.newPlot('plotOut', data, layout, config).then(
document.querySelector("#plotOut").on('plotly_relayout', (e)=>{
if (e['yaxis.type']) { // save user preference on linear/log scale change
plotlyUserSettings['yaxis.type'] = e['yaxis.type'];
}
})
);
}
// fill games select
else if (id === 1) {
[gameSelHead, playerSelHead, compareSelHead, datasetSelHead, datasetSelHead2, datasetSelHead3].forEach((el, n)=>{
n = (n > 2) ? 3 : n; // all dataset dropdowns utilize the same data
for (let i = 0; i < results[n].values.length; i++) {
if (results[n].values[i][1] === 'groupSeparator') {
const b = document.createElement("b");
b.innerHTML = results[n].values[i][0];
b.classList.add('sp');
b.tabIndex = -1;
el.nextElementSibling.appendChild(b);
}
else {
const sp = document.createElement("span");
sp.value = results[n].values[i][1];
sp.innerHTML = `${results[n].values[i][0].replace(/\[([^\]]+)\]/g, (_, a) => IconMarkups[a] ? `<img class="ico" src="images/${IconMarkups[a]}"/>` : `[${a}]`)}`;
sp.classList.add('sp', 'dropdownItem');
sp.addEventListener('mousedown', (e) => {
el.innerHTML = sp.innerHTML;
el.value = sp.value;
sp.parentElement.style.visibility = 'hidden';
doPlot(e);
});
el.nextElementSibling.appendChild(sp);
}
}
el.innerHTML = el.nextElementSibling.querySelector('span').innerHTML;
el.value = el.nextElementSibling.querySelector('span').value;
el.addEventListener('click', (_)=>{
el.nextElementSibling.style.visibility = (el.nextElementSibling.style.visibility === 'visible') ? 'hidden' : 'visible';
});
el.parentElement.addEventListener('focusout', (e)=>{
if (!el.nextElementSibling.contains(e.explicitOriginalTarget))
el.nextElementSibling.style.visibility = 'hidden';
});
let temp = el.parentElement.parentElement.style.display;
el.parentElement.parentElement.style.display = 'block';
el.style.minWidth = el.nextElementSibling.getBoundingClientRect().width + 'px';
el.parentElement.parentElement.style.display = temp;
});
}
// fill Games front tab
else if (id === "plot-games-victories") {
console.log('results:', results);
let annotations = [
{
text: '<span style=\'font-size:1.7vw;\'>Civilization Standings</span>',
showarrow: false,
x: 0.33, //position in x domain
y: 1.01, // position in y domain
xref: 'paper',
yref: 'paper',
xanchor: 'center',
yanchor: 'bottom',
},
{
text: '<span style=\'font-size:1.7vw;\'>Victory Types and Ideologies</span>',
showarrow: false,
x: 0.80, //position in x domain
y: 1.01, // position in y domain
xref: 'paper',
yref: 'paper',
xanchor: 'center',
yanchor: 'bottom',
},
{
text: '<span style=\'font-size:1.7vw;\'>% of Qualification Games Played</span>',
showarrow: false,
x: 0.80, //position in x domain
y: 0.41, //position in y domain
xref: 'paper',
yref: 'paper',
xanchor: 'center',
yanchor: 'bottom',
},
];
let data = [
Object.assign({}, ...results[0].columns.map((n, index) => ({[n]: JSON.parse(results[0].values[0][index])}))),
{
x: results[2].values.map(a => a[0]),
y: results[2].values.map(a => a[1]),
type: 'bar',
showlegend: false,
offsetgroup: '1',
legendgroup: '1',
},
];
Object.assign(data[0], {
branchvalues: "total",
texttemplate: `%{label}<br>%{value} (%{percentEntry})`,
hovertemplate: '%{label}<br>%{value} (%{percentRoot:%})<extra></extra>',
hoverlabel: { align: 'left' },
type: 'sunburst',
domain: { x: [0.6, 1], y: [0.5, 1] },
marker: {colors: data[0].labels.map(l => civColorsDict[l] ?? null)}
});
results[1].columns.slice(3).forEach((name, i) => {
data.push({
x: results[1].values.map(a => a[i + 3] / a[1]),
y: results[1].values.map(a => a[0]),
type: 'bar',
name: name,
hovertext: results[1].values.map(a => `${a[i + 3]} games`),
showlegend: false,
orientation: 'h',
offsetgroup: '0',
xaxis: 'x2',
yaxis: 'y2',
marker: { color: colorscaleViridis[i] },
});
});
results[1].values.forEach((a, i) => {
annotations.push({
x: -0.01,
y: i,
text: a[0],
xref: 'x2',
yref: 'y2',
xanchor: 'right',
showarrow: false,
yshift: 0
},
{
x: 1.01,
y: i,
text: a[2],
xref: 'x2',
yref: 'y2',
xanchor: 'left',
showarrow: false,
yshift: 0
})
});
console.log('data:', data);
let layout = {
barmode: 'stack',
yaxis: {
domain: [0.1, 0.4],
anchor: 'x'
},
xaxis: {
domain: [0.7, 0.9],
anchor: 'y'
},
yaxis2: {
domain: [0, 1],
showticklabels: false,
showgrid: false
},
xaxis2: {
domain: [0, 0.6],
anchor: 'y',
showticklabels: false,
showgrid: false
},
annotations: annotations,
};
Plotly.newPlot('plotOut', data, layout);
}
// fill table
else {
outputElm.innerHTML = "";
SQLLoadingElm.innerHTML = "";
console.log('results:', results);
let blob = {};
// check if first table contains names of other tables
if (results[0].columns[0] === 'tableName') {
blob = Object.assign(...results.map((t, i) => ({ [results[0].values[i]]: t })));
delete blob.config;
}
else {
blob = Object.assign(...results.map((t, i) => ({ [`Table ${i}`]: t })));
}
console.log('table blob', blob);
Object.entries(blob).forEach((t, _)=>{
outputElm.appendChild(tableCreate(t[0], t[1].columns, t[1].values));
});
const allTables = document.querySelectorAll("table");
for (const table of allTables) {
const tBody = table.tBodies[0];
const rows = Array.from(tBody.rows);
const headerCells = table.tHead.rows[0].cells;
for (const th of headerCells) {
const cellIndex = th.cellIndex;
th.addEventListener("click", () => {
let dir = th.classList.contains("sort-desc");
th.parentElement.childNodes.forEach(el=>el.classList.remove("sort-asc", "sort-desc"));
th.classList.add(dir === true ? "sort-asc" : "sort-desc");
rows.sort((tr1, tr2) => {
const tr1Text = tr1.cells[cellIndex].textContent;
const tr2Text = tr2.cells[cellIndex].textContent;
return dir ? 1 : -1 * tr2Text.localeCompare(tr1Text, undefined, { numeric: true });
});
tBody.append(...rows);
});
}
}
}
toc("Displaying results");
};
function error(e) {
console.log(e);
errorElm.style.height = '2em';
errorElm.textContent = e.message;
}
function noerror() {
errorElm.style.height = '0';
}
// Run a command in the database
function execute(commands) {
tic();
SQLLoadingElm.textContent = "Fetching results...";
worker.postMessage({ action: 'exec', sql: commands });
}
function fillSelects() {
worker.postMessage({ action: 'exec', id: 1, sql: `
SELECT GameSeeds.GameID||' ('||GROUP_CONCAT(Player, ', ')||')', GameSeeds.GameID FROM Games
JOIN GameSeeds ON GameSeeds.GameID = Games.GameID
WHERE GameSeeds.EndTurn > 0
GROUP BY Games.GameID
ORDER BY GameSeeds.GameID;
SELECT Player from GameSeeds JOIN BeliefsChanges ON BeliefsChanges.GameSeed = GameSeeds.GameSeed
JOIN Games ON Games.GameID = GameSeeds.GameID
GROUP BY Player ORDER BY Player;
VALUES('Generic', 'groupSeparator'),
('Winners', '{"group":"generic","id":0}'),
('Playoff Players', '{"group":"generic","id":1}'),
('Final Game Players', '{"group":"generic","id":2}'),
('Civilizations', 'groupSeparator')
UNION ALL
SELECT * FROM (
SELECT CivKey, '{"group":"civs","id":'||CivID||'}' FROM CivKeys
ORDER BY CivKey
)
UNION ALL
VALUES('Players', 'groupSeparator')
UNION ALL
SELECT * FROM (
SELECT Player, '{"group":"players","id":"'||Player||'"}' from GameSeeds JOIN BeliefsChanges ON BeliefsChanges.GameSeed = GameSeeds.GameSeed
JOIN Games ON Games.GameID = GameSeeds.GameID
GROUP BY Player ORDER BY Player
)
UNION ALL
VALUES('Wonder Builders', 'groupSeparator')
UNION ALL
SELECT * FROM (
SELECT BuildingClassKey, '{"group":"wonders","id":"'||BuildingClassKey||'"}' FROM BuildingClassKeys WHERE TypeID = 2
ORDER BY BuildingClassKey
);
SELECT ReplayDataSetKey, ReplayDataSetID FROM ReplayDataSetKeys
WHERE ReplayDataSetKey > ''
ORDER BY ReplayDataSetKey;
`});
}
// Create an HTML table
let tableCreate = function () {
function valconcat(vals, tagName) {
if (vals.length === 0) return '';
let open = '<' + tagName + '>', close = '</' + tagName + '>';
return open + vals.join(close + open).replace(/\[([^\]]+)\]/g, (_, a) => IconMarkups[a] ? `<img class="ico" src="images/${IconMarkups[a]}"/>` : `[${a}]`) + close;
}
return function (name, columns, values) {
let div = document.createElement('div');
div.classList.add('table-cont');
let ttl = document.createElement('span');
ttl.textContent = name;
ttl.classList.add('sp');
ttl.style.fontSize = '22px';
div.appendChild(ttl);
let tbl = document.createElement('table');
let html = '<thead>' + valconcat(columns, 'th') + '</thead>';
let rows = values.map(function (v) { return valconcat(v, 'td'); });
html += '<tbody>' + valconcat(rows, 'tr') + '</tbody>';
tbl.innerHTML = html;
div.appendChild(tbl);
return div;
}
}();
// Execute the commands when the button is clicked
function execEditorContents() {
noerror();
execute(editor.getValue() + ';');
}
execBtn.addEventListener("click", execEditorContents, true);
// Performance measurement functions
let tictime;
if (!window.performance || !performance.now) { window.performance = { now: Date.now } }
function tic() { tictime = performance.now() }
function toc(msg) {
let dt = performance.now() - tictime;
console.log((msg || 'toc') + ": " + dt + "ms");
}
// Add syntax highlighting to the textarea
let editor = CodeMirror.fromTextArea(commandsElm, {
mode: 'text/x-mysql',
viewportMargin: Infinity,
indentWithTabs: true,
smartIndent: true,
lineNumbers: true,
matchBrackets: true,
autofocus: true,
extraKeys: {
"Ctrl-Enter": execEditorContents,
"Ctrl-S": savedb,
},
theme: 'vars'
});
const resizeWatcher = new ResizeObserver(entries => {
for (const entry of entries){
if (entry.contentRect.width !== 0) {
editor.refresh();
}
}
});
resizeWatcher.observe(document.getElementById("sqlBox"));
// Load a db from URL
function fetchdb() {
let r = new XMLHttpRequest();
r.open('GET', 'sample.zip', true);
r.responseType = 'arraybuffer';
r.onload = function () {
toc('loading DB');
inputsElm.style.display = 'block';
const uInt8Array = new Uint8Array(r.response);
tic();
const unzipped = fflate.unzipSync(uInt8Array)['sample.db'];
toc('decompression finished');
let b = uInt8Array.length;
let b2 = unzipped.length;
dbsizeLbl.textContent = `DB size is ${(b2/Math.pow(1024,~~(Math.log2(b2)/10))).toFixed(2)} \
${("KMGTPEZY"[~~(Math.log2(b2)/10)-1]||"") + "B"} \
(${(b / Math.pow(1024, ~~(Math.log2(b) / 10))).toFixed(2)} \
${("KMGTPEZY"[~~(Math.log2(b) / 10) - 1] || "") + "B"} compressed)`;
tic();
try {
worker.postMessage({ action: 'open', buffer: unzipped }, [unzipped]);
}
catch (exception) {
worker.postMessage({ action: 'open', buffer: unzipped });
}
};
tic();
r.send();
}
fetchdb();
// Save the db to a file
function savedb() {
tic();
worker.postMessage({ action: 'export' });
}
savedbElm.addEventListener("click", savedb, true);
function doPlot(e) {
tic();
noerror();
Plotly.purge('plotOut');
if (tab0Rad.checked) {
worker.postMessage({ action: 'exec', sql: sqlQueries.v1["plot-games-victories"], id: "plot-games-victories" });
return;
}
let target = e?.target.id;
let gameID = gameSelHead.value ? gameSelHead.value : 1;
let dataset = datasetSelHead.value ? datasetSelHead : {value:51, textContent:'Born Admirals'};
let playerName = playerSelHead.value ? playerSelHead.textContent : '12g';
let dataset2 = datasetSelHead2.value ? datasetSelHead2 : {value:51, textContent:'Born Admirals'};
let compareGroup = compareSelHead.value ? compareSelHead : {value: '{"group":"generic","id":0}', textContent:'Winners'};
let dataset3 = datasetSelHead3.value ? datasetSelHead3 : {value:51, textContent:'Born Admirals'};
let condition1 = `Games.GameID = 1`;
let condition2 = `ReplayDataSetKeys.ReplayDataSetID = 51`;
let traceName = `Games.Player`;
let yaxisName = ``;
let aggregate, aggregateMethod, supplement, groupID;
if (compareGroupArithmeticMeanRad.checked) {
aggregateMethod = 0;
}
else if (compareGroupWinsorizedMeanRad.checked) {
aggregateMethod = 1;
}
else if (compareGroupMedianRad.checked) {
aggregateMethod = 2;
}
if (target === 'plotAllGames') {
condition1 = '';
condition2 = `ReplayDataSetKeys.ReplayDataSetID = ${dataset.value}`;
traceName = `Games.Player || ' (' || Games.PlayerGameNumber || ')'`;
yaxisName = dataset.textContent;
}
else if (target === 'plotAllPlayers') {
condition1 = '';
condition2 = `ReplayDataSetKeys.ReplayDataSetID = ${dataset2.value}`;
traceName = `Games.Player || ' ' || Games.PlayerGameNumber || ': ' || Games.Civilization`;
yaxisName = dataset2.textContent;
}
// Plot by Game
else if (tab1Rad.checked) {
condition1 = `Games.GameID = ${gameID}`;
condition2 = `ReplayDataSetKeys.ReplayDataSetID = ${dataset.value}`;
traceName = `Games.Player||' ('||Games.Civilization||')'`;
yaxisName = dataset.textContent;
}
// Plot by Player
else if (tab2Rad.checked) {
condition1 = `Games.Player = '${playerName.replace(/'/g, "''")}'`;
condition2 = `ReplayDataSetKeys.ReplayDataSetID = ${dataset2.value}`;
traceName = `Games.PlayerGameNumber || ': ' || Games.Civilization`;
yaxisName = dataset2.textContent;
}
// Compare Average
else if (tab3Rad.checked) {
let val = JSON.parse(compareGroup.value);
if (val.group === 'generic') {
traceName = `Games.Player`;
aggregate = `{"group":"generic","method":${aggregateMethod},"id":${val.id}}`;
}
else if (val.group === 'civs') {
traceName = `CivKeys.CivKey`;
aggregate = `{"group":"civs","method":${aggregateMethod},"id":"${compareGroup.textContent}"}`;
}
else if (val.group === 'players') {
traceName = `Games.Player`;
aggregate = `{"group":"players","method":${aggregateMethod},"id":"${val.id}"}`;
}
else if (val.group === 'wonders') {
traceName = `Games.Player`;
aggregate = `{"group":"wonders","method":${aggregateMethod},"id":"${val.id}"}`;
supplement = `
LEFT JOIN (
SELECT GameID, CivID, 0 AS GroupID FROM (
SELECT *, ROW_NUMBER() OVER (PARTITION BY BuildingclassesChanges.GameSeed, BuildingClassKeys.BuildingClassID ORDER BY Turn) AS rn
FROM BuildingclassesChanges
JOIN BuildingClassKeys on BuildingClassKeys.BuildingClassID = BuildingclassesChanges.BuildingClassID
JOIN CivKeys ON CivKeys.CivID = BuildingclassesChanges.CivID
JOIN GameSeeds ON GameSeeds.GameSeed = BuildingclassesChanges.GameSeed
JOIN Games ON Games.GameID = GameSeeds.GameID AND Games.Civilization = CivKeys.CivKey
WHERE TypeID = 2 AND Value = 1 AND BuildingClassKeys.BuildingClassKey = '${val.id}'
)
WHERE rn = 1
) T1 ON T1.GameID = Games.GameID AND T1.CivID = CivKeys.CivID
`;
groupID = 'IFNULL(GroupID, 1)';
}
condition1 = '';
condition2 = `ReplayDataSetKeys.ReplayDataSetID = ${dataset3.value}`;
yaxisName = dataset3.textContent;
}
// Plot Distribution
else if (tab4Rad.checked) {
doBarPlot(e);
return;
}
let msg = `
WITH
config(Key,Value) AS (
VALUES('type','scatter'),
('mode', 'lines'),
('xaxis','Turn'),
('yaxis','${yaxisName}')
${aggregate ? `,('aggregate', '${aggregate}')` : ''}
)
SELECT * FROM config
;
WITH
gamesData AS (
SELECT GameSeeds.GameID, GameSeeds.EndTurn FROM GameSeeds
JOIN Games ON Games.GameID = GameSeeds.GameID
JOIN CivKeys ON CivKeys.CivKey = Games.Civilization
${condition1 ? `WHERE ${condition1}` : ''}
GROUP BY Games.GameID
)
SELECT * FROM gamesData
;
WITH
tracesData AS (
SELECT Games.GameID, Games.rowid, ${traceName} AS TraceName, Standing, Value AS QuitTurn ${groupID ? `, ${groupID} AS GroupID` : ''}
FROM Games
JOIN CivKeys ON CivKeys.CivKey = Games.Civilization
LEFT JOIN PlayerQuitTurn ON Games.Player = PlayerQuitTurn.Player AND Games.PlayerGameNumber = PlayerQuitTurn.PlayerGameNumber
${supplement || ''}
${condition1 ? `WHERE ${condition1}` : ''}
)
SELECT * FROM tracesData
;
SELECT Games.rowid, Turn AS x,
sum(ReplayDataSetsChanges.Value) OVER (PARTITION by Games.GameID, Games.Player ORDER BY Turn) y
FROM DataSets
JOIN ReplayDataSetsChanges ON ReplayDataSetsChanges.DataSetID = DataSets.DataSetID
JOIN ReplayDataSetKeys ON ReplayDataSetKeys.ReplayDataSetID = ReplayDataSetsChanges.ReplayDataSetID
JOIN CivKeys ON CivKeys.CivID = ReplayDataSetsChanges.CivID
JOIN GameSeeds ON GameSeeds.GameSeed = ReplayDataSetsChanges.GameSeed
JOIN Games ON Games.Civilization = CivKeys.CivKey AND Games.GameID = GameSeeds.GameID
LEFT JOIN PlayerQuitTurn ON Games.Player = PlayerQuitTurn.Player AND Games.PlayerGameNumber = PlayerQuitTurn.PlayerGameNumber
WHERE ${condition1 ? condition1 : ''} ${condition2 ? (condition1 ? `AND ${condition2}` : condition2) : ''}
;
`;
console.log(msg);
worker.postMessage({ action: 'exec', id: 0, sql: msg });
}
function doBarPlot(e) {
noerror();
let target = e?.target.id;