Confirm the existence of a non-null value

One of the functions I have implemented is designed to remove null values from an array that is passed as input. This function also provides an optional transform functionality, allowing the user to modify the elements of the array into a custom format if needed. Here is the code:

export const getValidItems = <TItem, TReturn>(
  items: Maybe<TItem>[],
  transform?: (item: TItem) => TReturn
) => {
  const validItems: (TItem | TReturn)[] = [];
  items.forEach((item) => {
    if (item) {
      const outputItem = transform ? transform(item) : item;
      if (outputItem) {
        validItems.push(outputItem);
      }
    }
  });
  return validItems;
};

This is how I am using the above function:

const nodes = getValidItems(edges, ({ node }) => node);

Although I have included checks for non-null values in the `getValidItems` function, TypeScript still raises a warning when I attempt to iterate over the `nodes` variable, indicating a possible presence of 'null' or 'undefined' objects.

Prior to consolidating this logic into a helper function, it was part of another method where TypeScript correctly recognized non-null values based on the `if (item)` and `if (outputItem)` checks within that method. However, upon transitioning to the `getValidItems` helper, these errors began surfacing.

For additional context, here is the original function before refactoring:

export const getNodes = <TNode>(data?: { edges?: { node?: TNode | null }[] | null }) => {
  const { edges } = data || {};
  if (!edges) {
    return [];
  }

  const validNodes: TNode[] = [];
  edges.forEach(({ node }) => {
    if (node) {
      validNodes.push(node);
    }
  });
  return validNodes;
};

And below is the function post-refactoring with the introduction of the helper:

export const getNodes = <TNode>(data?: { edges?: { node?: TNode | null }[] | null }) => {
  const { edges } = data || {};
  if (!edges) {
    return [];
  }

  const nodes = getValidItems(edges, ({ node }) => node);
  return nodes
};

Upon revisiting the updated `getNodes`, TypeScript struggles to infer that `nodes` should be `(typeof node)[]` and that there are no null values within the array elements. Is there a way to assert that the output from my function does not contain null or undefined entries? Alternatively, is there a different approach to writing the function that allows TypeScript to accurately define both the information and return type of `transform`?

Answer №1

Here are a few key observations.

The primary issue lies in the fact that you are returning an array of items where each item could be of type TItem or TReturn, represented as (TItem | TReturn)[].

This complexity reflects on the type of nodes, which can be defined as:

({ node?: TNode | null | undefined } | TNode | null | undefined)[]
. Essentially, this means that each item in the array could potentially be either the type mentioned above or the return type of your transform function (TNode | null | undefined). This situation requires iterating over each item to determine its actual type.

In reality, your method actually returns either an array of TItems or an array of TReturns (TItem[] | TReturn[]). To simplify this, it can be categorized as TItems[] when no transform function is given, and if one exists, then it becomes an array of the return type specified by that function.

To better represent this scenario, function overloading can be utilized:

export function getValidItems<TItem>(items: Maybe<TItem>[]): TItem[]
export function getValidItems<TItem, TReturn>(items: Maybe<TItem>[], transform: (item: TItem) => TReturn): TReturn[]
export function getValidItems<TItem, TReturn>(items: Maybe<TItem>[], transform? : (item: TItem) => TReturn): TItem[] | TReturn[] {
  const validItems: (TItem | TReturn)[] = [];
  // Iterate through items array
  items.forEach((item) => {
    if(item) { 
      const outputItem = transform ? transform(item) : item;
      if(outputItem) { 
        validItems.push(outputItem);
      }
    }
  });
  return validItems as TItem[] | TReturn[];
};

The narrowed down type of nodes now accurately represents the expected values as (TNode | null | undefined)[], aligning with the transform function's return type definition of TNode | null.

Another aspect introduced in the getValidItems() function that needs attention is validating the truthiness of the transformed output before adding it to the result array. To capture this behavior, non-null TReturns must be ensured using TypeScript's NonNullable<T> helper type:

export function getValidItems<TItem>(items: Maybe<TItem>[]): TItem[]
export function getValidItems<TItem, TReturn>(items: Maybe<TItem>[], transform: (item: TItem) => NonNullable<TReturn>): NonNullable<TReturn>[]
export function getValidItems<TItem, TReturn>(items: Maybe<TItem>[], transform?: (item: TItem) => NonNullable<TReturn>): TItem[] | TReturn[] {
  const validItems: (TItem | TReturn)[] = [];
  items.forEach((item) => {
    if(item) {
      const outputItem = transform ? transform(item) : item;
      if(outputItem) {
        validItems.push(outputItem);
      }
    }
  });
  return validItems as TItem[] | TReturn[];
};

By implementing this enhancement, accessing properties of nodes no longer triggers TypeScript warnings about possible null or undefined values.

Demonstrations of this updated functionality can be viewed in the playground here.

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