+ return Math.floor(randomInt(max + 1));
+};
+
+/**
+ * Rounds the given number to the given scale.
+ * The rounding is done using the "round half away from zero" method.
+ *
+ * @param numberValue - The number to round.
+ * @param scale - The scale to round to.
+ * @returns The rounded number.
+ */
+export const roundTo = (numberValue: number, scale: number): number => {
+ const roundPower = Math.pow(10, scale);
+ return Math.round(numberValue * roundPower * (1 + Number.EPSILON)) / roundPower;
+};
+
+export const getRandomFloatRounded = (max = Number.MAX_VALUE, min = 0, scale = 2): number => {
+ if (min) {
+ return roundTo(getRandomFloat(max, min), scale);
+ }
+ return roundTo(getRandomFloat(max), scale);
+};
+
+export const getRandomFloatFluctuatedRounded = (
+ staticValue: number,
+ fluctuationPercent: number,
+ scale = 2,
+): number => {
+ if (fluctuationPercent < 0 || fluctuationPercent > 100) {
+ throw new RangeError(
+ `Fluctuation percent must be between 0 and 100. Actual value: ${fluctuationPercent}`,
+ );
+ }
+ if (fluctuationPercent === 0) {
+ return roundTo(staticValue, scale);
+ }
+ const fluctuationRatio = fluctuationPercent / 100;
+ return getRandomFloatRounded(
+ staticValue * (1 + fluctuationRatio),
+ staticValue * (1 - fluctuationRatio),
+ scale,
+ );
+};
+
+export const extractTimeSeriesValues = (timeSeries: Array<TimestampedData>): number[] => {
+ return timeSeries.map((timeSeriesItem) => timeSeriesItem.value);
+};
+
+export const isObject = (item: unknown): boolean => {
+ return (
+ isNullOrUndefined(item) === false && typeof item === 'object' && Array.isArray(item) === false
+ );
+};
+
+type CloneableData =
+ | number
+ | string
+ | boolean
+ | null
+ | undefined
+ | Date
+ | CloneableData[]
+ | { [key: string]: CloneableData };
+
+type FormatKey = (key: string) => string;
+
+const deepClone = <I extends CloneableData, O extends CloneableData = I>(
+ value: I,
+ formatKey?: FormatKey,
+ refs: Map<I, O> = new Map<I, O>(),
+): O => {
+ const ref = refs.get(value);
+ if (ref !== undefined) {
+ return ref;
+ }
+ if (Array.isArray(value)) {
+ const clone: CloneableData[] = [];
+ refs.set(value, clone as O);
+ for (let i = 0; i < value.length; i++) {
+ clone[i] = deepClone(value[i], formatKey, refs);