[{"data":1,"prerenderedAt":6353},["ShallowReactive",2],{"wrun-open-editor-url":3,"indicators:core-concepts/collections":4},"https://openmarket.xyz/chart/#wrun-open=v1",{"slug":5,"filePath":6,"frontmatter":7,"rawMarkdown":12,"tree":13},"core-concepts/collections","core-concepts/collections.md",{"title":8,"description":9,"order":10,"section":11},"Collections","Arrays and maps in a wrun indicator, the loops that do the work of the reducer methods, sorting with a comparator, and the two limits that keep a module safe…",18,"core-concepts","---\ntitle: \"Collections\"\ndescription: \"Arrays and maps in a wrun indicator, the loops that do the work of the reducer methods, sorting with a comparator, and the two limits that keep a module safe…\"\norder: 18\nsection: \"core-concepts\"\n---\n\n\u003C!-- source: docs/indicators/core-concepts/collections.md; generated by packages/cli/scripts/gen-indicator-docs.ts, do not edit -->\n\n# Collections\n\nArrays and maps in a wrun indicator, the loops that do the work of the\nreducer methods, sorting with a comparator, and the two limits\nthat keep a module safe: memory is allocated once and never freed, and\nevery array has one element type. An indicator gives you\nAssemblyScript's `StaticArray`, `Array`, and `Map`, and you write the loop.\n\n## What you get\n\n- **`StaticArray\u003CT>`** is a fixed-size block, allocated once. It is the\n right shape for a window: size it from a param's declared `max`, index\n it with a cursor, and it never grows.\n- **`Array\u003CT>`** is a growable list with `push`, `pop`, `length`, and the\n familiar methods. Grow it in `onStart()`, not per bar.\n- **`Map\u003CK, V>`** is a key-value store with `set`, `get`, `has`, `delete`,\n `size`, `keys()`, and `values()`.\n- **Loops** (`for`, `while`, `do`) are how you iterate. The reducer methods\n exist on `Array`, but each `map` or `filter` allocates a new array, so\n they belong in `onStart()`, not in the per-bar path (`lambdas-and-reducers.md`).\n\nThe rule under all three: the module has no garbage collector. Memory that\nis allocated stays allocated until the run ends, and the host caps a\nmodule at 4 MiB. Allocate at module scope or in `onStart()`, and the per-bar\npath stays flat.\n\n## Quick reference\n\n```text\nconst xs = new StaticArray\u003Cf64>(50); // fixed size, allocated once\nxs[0] = 1.0; xs[0]; xs.length; // write, read, count\nxs.fill(NaN); // fill every slot\nxs.sort(); // numeric ascending, in place\n\nconst ys = new Array\u003Cf64>(); // growable\nys.push(4.0); ys.pop(); // append, remove last\nys[0]; ys.length; // read by index, count\nys.slice(0, 2); ys.reverse(); // copy a range (allocates), reverse in place\nys.includes(1.0); ys.indexOf(2.0); // search\nys.shift(); ys.unshift(0.0); // remove first, prepend\nys.sort((a: f64, b: f64): i32 => (a > b ? 1 : a \u003C b ? -1 : 0));\n\nconst weights: f64[] = [0.6, 0.4]; // typed literal\nconst names: string[] = [\"binance\", \"bybit\"];\n\nconst m = new Map\u003Cstring, f64>(); // key-value store\nm.set(\"k\", 10.0); m.get(\"k\"); m.has(\"k\"); m.delete(\"k\");\nm.size; m.keys(); m.values(); // count, key array, value array\n```\n\n`Array\u003Cf64>` also has `map`, `filter`, `reduce`, `forEach`, `some`,\n`every`, and `findIndex` (there is no `find`); each callback is a\nnon-capturing function. There is no `xs.avg()` or `xs.median()`: the\nnumeric reducers are loops, and the worked example below is all of them.\n\n## A worked example: window statistics\n\nA `Window` class over a ring buffer with the numeric reducers as methods: `sum`, `avg`,\n`min`, `max`, `range`, `variance`, `stdev` (population, dividing by `n`),\nand `median` through an allocation-free insertion sort into a scratch\nbuffer. Everything is allocated once, at module scope.\n\n```typescript sample=cc-collections-window\nparam(\"bars\", 20, { min: 2, max: 200, description: \"Bars in the window\" });\noutput(\"avg\", line, lower, { color: \"#2563eb\", description: \"Window mean\" });\noutput(\"median\", line, lower, { color: \"#16a34a\", description: \"Window median\" });\noutput(\"stdev\", line, lower, { color: \"#f59e0b\", description: \"Population standard deviation\" });\noutput(\"range\", line, lower, { color: \"#94a3b8\", description: \"Max minus min\" });\n\nclass Window {\n values: StaticArray\u003Cf64>;\n scratch: StaticArray\u003Cf64>;\n size: i32;\n cursor: i32 = 0;\n count: i32 = 0;\n\n constructor(capacity: i32) {\n this.values = new StaticArray\u003Cf64>(capacity);\n this.scratch = new StaticArray\u003Cf64>(capacity);\n this.size = capacity;\n }\n\n resize(n: i32): void {\n this.size = n \u003C 1 ? 1 : n > this.values.length ? this.values.length : n;\n this.reset();\n }\n\n push(x: f64): void {\n this.values[this.cursor] = x;\n this.cursor = (this.cursor + 1) % this.size;\n if (this.count \u003C this.size) this.count += 1;\n }\n\n full(): bool {\n return this.count == this.size;\n }\n\n sum(): f64 {\n let s = 0.0;\n for (let i = 0; i \u003C this.count; i++) s += this.values[i];\n return s;\n }\n\n avg(): f64 {\n return this.count == 0 ? NaN : this.sum() / f64(this.count);\n }\n\n min(): f64 {\n let m = Infinity;\n for (let i = 0; i \u003C this.count; i++) if (this.values[i] \u003C m) m = this.values[i];\n return this.count == 0 ? NaN : m;\n }\n\n max(): f64 {\n let m = -Infinity;\n for (let i = 0; i \u003C this.count; i++) if (this.values[i] > m) m = this.values[i];\n return this.count == 0 ? NaN : m;\n }\n\n range(): f64 {\n return this.max() - this.min();\n }\n\n variance(): f64 {\n if (this.count == 0) return NaN;\n const mean = this.avg();\n let sq = 0.0;\n for (let i = 0; i \u003C this.count; i++) {\n const d = this.values[i] - mean;\n sq += d * d;\n }\n return sq / f64(this.count); // population variance: divide by n\n }\n\n stdev(): f64 {\n return Math.sqrt(this.variance());\n }\n\n median(): f64 {\n if (this.count == 0) return NaN;\n // Copy into the scratch buffer and insertion-sort the first count slots: no allocation.\n for (let i = 0; i \u003C this.count; i++) this.scratch[i] = this.values[i];\n for (let i = 1; i \u003C this.count; i++) {\n const x = this.scratch[i];\n let j = i - 1;\n while (j >= 0 && this.scratch[j] > x) {\n this.scratch[j + 1] = this.scratch[j];\n j -= 1;\n }\n this.scratch[j + 1] = x;\n }\n const mid = this.count / 2;\n return this.count % 2 == 1 ? this.scratch[mid] : (this.scratch[mid - 1] + this.scratch[mid]) / 2.0;\n }\n\n reset(): void {\n this.cursor = 0;\n this.count = 0;\n }\n}\n\nconst MAX_BARS = 200;\nconst window = new Window(MAX_BARS); // allocated once, sized from the param's max\n\nfunction onStart(): void {\n window.resize(i32(p_bars()));\n}\n\nfunction onBar(): void {\n window.push(bar.close());\n if (!window.full()) return;\n out_avg(window.avg());\n out_median(window.median());\n out_stdev(window.stdev());\n out_range(window.range());\n}\n```\n\nA few idioms worth lifting out:\n\n- `this.values[this.cursor] = x; this.cursor = (this.cursor + 1) % this.size;`\n is the ring buffer: the oldest slot is overwritten and nothing shifts.\n- `median()` sorts a **copy** in a preallocated scratch buffer, so a\n per-bar median allocates nothing. Sorting `values` in place would destroy\n the ring order.\n- Empty-window reducers return `NaN`, and `onBar()` returns before writing\n until the window is full anyway.\n- `resize()` clamps to the capacity allocated from the param's `max`, so a\n setting change never asks for memory that was not reserved.\n\n## Maps\n\nA `Map` is right for a small keyed table: weights per venue, a running\ntotal per hour of day, a level per session name. Allocate the map at\nmodule scope and insert its keys in `onStart()`; from then on `set` on an\nexisting key allocates nothing. Volume by hour of the day, from the `time`\nsource:\n\n```typescript sample=cc-collections-map\ninput(\"volume\", ohlcv.volume);\ninput(\"bar_t\", time.bar_open_sec);\noutput(\"hour_total\", histogram, lower, { color: \"#2563eb\", description: \"Cumulative volume traded in this bar's UTC hour, over the loaded history\" });\noutput(\"hour\", line, lower, { color: \"#94a3b8\", description: \"The bar's UTC hour, 0 to 23\" });\n\nconst byHour = new Map\u003Ci32, f64>();\n\nfunction onStart(): void {\n for (let h = 0; h \u003C 24; h++) byHour.set(h, 0.0); // every key exists before the first bar\n}\n\nfunction onBar(): void {\n const hour = i32((i64(bar.time()) % 86400) / 3600); // epoch seconds to the UTC hour\n const total = byHour.get(hour) + bar.volume();\n byHour.set(hour, total); // an existing key: no allocation\n out_hour_total(total);\n out_hour(f64(hour));\n}\n```\n\n`get` on a missing key traps at runtime, so guard with `has` when a key\nmight not exist, or insert every key up front as this file does.\n\n## Sorting\n\n`sort()` orders an array **in place** and returns it, on `Array\u003Cf64>` and\n`StaticArray\u003Cf64>` alike. With no argument the order is numeric\nascending: `[30, 4, 100, 25]` comes out `[4, 25, 30, 100]`.\n\n### Comparators\n\n`sort` takes one optional comparator, a function `(a: T, b: T) => i32` in\nthe JavaScript convention: a negative result puts `a` first, a positive\nresult puts `b` first.\n\n```text\nxs.sort((a: f64, b: f64): i32 => (a > b ? 1 : a \u003C b ? -1 : 0)); // ascending\nxs.sort((a: f64, b: f64): i32 => (a \u003C b ? 1 : a > b ? -1 : 0)); // descending\n```\n\nThe comparator is an ordinary non-capturing function, so it may read\nmodule-level state but not a local of the enclosing function\n(`lambdas-and-reducers.md`). Sorting a copy is `xs.slice(0,\nxs.length).sort(...)`, and `slice` allocates, so do it in `onStart()` or use\na scratch buffer as the window example does.\n\n### Structs, strings, and `NaN`\n\nAn array of class instances sorts by a comparator over a field\n(`(a: Level, b: Level): i32 => (a.price > b.price ? 1 : a.price \u003C b.price ?\n-1 : 0)`); strings compare code unit by code unit, so `a \u003C b` orders them\ndirectly. `NaN > x` and `NaN \u003C x` are both false, so a `NaN` element\ncompares equal to everything and lands wherever the algorithm leaves it:\ndrop `NaN` values before sorting, or map them to `Infinity` in the\ncomparator when they should sort last.\n\n### What sort rejects\n\nThe comparator's return type is `i32`. The JavaScript habit of returning a\nboolean, `(a, b) => a > b`, is refused at compile time with `Type 'bool'\nis not assignable to type 'i32'`. Return the difference or the three-way\nternary. A comparator with untyped parameters, or without a return type,\nis refused too (`Type expected.`): annotate both.\n\n## The two limits\n\nCollections are bounded so a module cannot exhaust memory or silently\nmis-type a list.\n\n### Memory is allocated once\n\nThere is no garbage collector in the module. Every `new` takes memory that\nis never returned, the chart caps a module at 4 MiB, and it refuses a run\nwhose memory grows once the bars start (\"The Indicator allocated memory\nafter init() ...: the sandbox forbids growth once the bars start.\"), which\na module that allocates on every bar does sooner or later. So:\n\n- allocate at module scope or in `onStart()`, sized from a param's `max`;\n- never `push` without bound, never `slice` or `map` per bar, never build a\n string with `+` per bar;\n- prefer a `StaticArray` you overwrite to an `Array` you refill.\n\nThe limit is not a count the runtime enforces, but a budget you allocate\nagainst, once.\n\n### Arrays are typed\n\nAn array has one element type, fixed when it is declared. Mixing types is\nrefused at compile time: pushing a string onto an `Array\u003Cf64>` fails with\n`Type 'String' is not assignable to type 'f64'`. If you genuinely need\nmixed data per row, declare a `class` with typed fields\n(`user-defined-types.md`) and keep an array of those.\n",{"type":14,"children":15,"data":6346,"position":6348},"root",[16,26,29,30,108,109,127,128,661,662,697,698,712,713,897,898,1101,1102,1117,1118,1313,1314,4429,4430,4444,4445,4648,4649,4664,4665,4751,4752,5278,5279,5322,5323,5338,5339,5459,5460,5476,5477,5561,5562,5588,5589,5676,5677,5703,5704,5846,5847,5862,5863,5951,5952,5967,5968,5983,5984,5999,6000,6033,6034,6225,6226,6241,6242,6257,6258],{"type":17,"value":18,"position":19},"comment"," source: docs/indicators/core-concepts/collections.md; generated by packages/cli/scripts/gen-indicator-docs.ts, do not edit ",{"start":20,"end":23},{"line":21,"column":21,"offset":22},1,0,{"line":21,"column":24,"offset":25},132,131,{"type":27,"value":28},"text","\n",{"type":27,"value":28},{"type":31,"tagName":32,"properties":33,"children":34,"position":105},"element","p",{},[35,44,58,65,78,85,98],{"type":27,"value":36,"position":37},"Arrays and maps in a wrun indicator, the loops that do the work of the\nreducer methods, sorting with a comparator, and the two limits\nthat keep a module safe: memory is allocated once and never freed, and\nevery array has one element type. 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