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zod-paginate

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A small utility to parse and validate pagination + select + sort + filters from querystring-like objects using Zod v4, and to generate a response validator that automatically projects your dataSchema based on the requested select.

It is designed for Node.js HTTP stacks where query parameters arrive as strings (or string arrays). It outputs a typed, normalized structure you can map to your ORM/query builder.

This library does not bind DB queries automatically. It gives you a safe parsed structure; you decide how to map it to your data layer.

Features

  • Field projection using select, including wildcard expansion (*).
  • LIMIT/OFFSET pagination (limit + page).
  • CURSOR pagination with cursor coercion based on cursorProperty (number / string / ISO date string).
  • Sorting with an allowlist of sortable fields.
  • Filter DSL with $ operators and nested AND/OR grouping.
  • Response validationresponseSchema is a generic schema covering all possible responses based on your config; validatorSchema(parsed.select) validates outgoing data projected to the actual requested select. z.infer<typeof responseSchema> gives you key autocompletion narrowed to configured selectable paths.
  • Discriminated union supportz.discriminatedUnion() and z.union() as dataSchema, with compile-time and runtime discriminator enforcement.
  • Standalone select() utility for field-projection-only use cases.
  • Compatible with OpenAPI tooling (zod-openapi etc.).

Installation

npm i zod-paginate
# or
pnpm add zod-paginate
# or
yarn add zod-paginate

Quick start

Field projection with select()

import { z } from "zod";
import { select } from "zod-paginate";

const ProductSchema = z.object({
  id: z.number(),
  name: z.string(),
  price: z.number(),
});

const { queryParamsSchema, validatorSchema, responseSchema } = select({
  dataSchema: ProductSchema,
  selectable: ["id", "name", "price"],
  defaultSelect: ["id", "name"],
});

const parsed = queryParamsSchema().parse({ select: "id,name,price" });
// parsed.select.fields → ["id", "name", "price"]

// Generic response schema — valid for all possible responses based on config
responseSchema.parse({
  data: [{ id: 1, name: "Widget" }],
});

// Outgoing data validator — projected to the actual requested select
const contextSchema = validatorSchema(parsed.select);
contextSchema.parse({
  data: [{ id: 1, name: "Widget", price: 9.99 }],
});

Full pagination with paginate()

import { z } from "zod";
import { paginate } from "zod-paginate";

const ModelSchema = z.object({
  id: z.number(),
  status: z.string(),
  createdAt: z.date(),
  meta: z.object({
    score: z.number(),
  }),
});

const { queryParamsSchema, validatorSchema, responseSchema } = paginate({
  paginationType: "LIMIT_OFFSET",
  dataSchema: ModelSchema,

  selectable: ["id", "status", "createdAt", "meta.score"],
  sortable: ["createdAt", "id"],
  filterable: {
    status: { type: "string", ops: ["$eq", "$ilike"] },
    createdAt: { type: "date", ops: ["$btw", "$null", "$eq", "$gt", "$lte"] },
    id: { type: "number", ops: ["$gt", "$in", "$eq"] },
    "meta.score": { type: "number", ops: ["$gte", "$lte"] },
  },

  defaultSortBy: [{ property: "createdAt", direction: "DESC" }],
  defaultLimit: 20,
  maxLimit: 100,
  defaultSelect: '*',
});

const parsed = queryParamsSchema().parse({
  limit: "10",
  page: "2",
  sortBy: "createdAt:DESC",
  select: "id,status",
  "filter.status": "$ilike:act",
});

console.log(parsed.pagination);

// Generic response schema — valid for all possible responses based on config
responseSchema.parse({
  data: [{ id: 1, status: "active", createdAt: new Date(), meta: { score: 42 } }],
  pagination: { itemsPerPage: 20, totalItems: 1, currentPage: 1, totalPages: 1 },
});

// Outgoing data validator — projected to the actual requested select
const contextSchema = validatorSchema(parsed.pagination);
contextSchema.parse({
  data: [{ id: 1, status: "active" }],
  pagination: { itemsPerPage: 10, totalItems: 1, currentPage: 1, totalPages: 1 },
});

Summary

select()

Standalone field projection utility. Use it when you only need to parse a select query parameter and validate the response — no pagination, sorting, or filters.

import { select } from "zod-paginate";

Returns:

Property Description
queryParamsSchema(extraShape?) Zod schema to parse { select: "id,name" } into { select: ["id", "name"] }.
validatorSchema(parsed?) Validates outgoing data projected to the actual requested select. Shape: { data: ProjectedItem[] } (or { data: ProjectedItem } when responseType: 'one').
responseSchema Generic ZodObject covering all possible responses based on your config. z.infer<typeof responseSchema> narrows data keys to selectable paths.

SelectConfig

Option Type Description
dataSchema z.ZodObject | z.ZodDiscriminatedUnion | z.ZodUnion Zod schema representing one data item.
selectable string[] (typed paths) Allowlist of selectable fields (dot paths supported).
defaultSelect field[] | "*" Required. Default when select is missing. "*" expands to selectable.
responseType "many" | "one" Shape of data in the response (default: "many").

Example

import { z } from "zod";
import { select } from "zod-paginate";

const ProductSchema = z.object({
  id: z.number(),
  name: z.string(),
  price: z.number(),
  details: z.object({
    weight: z.number(),
    color: z.string(),
  }),
});

const { queryParamsSchema, validatorSchema, responseSchema } = select({
  dataSchema: ProductSchema,
  selectable: ["id", "name", "price", "details.weight", "details.color"],
  defaultSelect: ["id", "name", "price"],
});

// select=* expands to all selectable fields
const parsed = queryParamsSchema().parse({ select: "*" });
// parsed.select.fields → ["id", "name", "price", "details.weight", "details.color"]

// Specific fields
const parsed2 = queryParamsSchema().parse({ select: "id,name,details.color" });
// parsed2.select.fields → ["id", "name", "details.color"]

// Generic response schema (based on defaultSelect)
responseSchema.parse({
  data: [{ id: 1, name: "Widget", price: 9.99 }],
});

// Outgoing data validator projected to the actual requested select
const contextSchema = validatorSchema(parsed2.select);
contextSchema.parse({
  data: [
    { id: 1, name: "Widget", details: { color: "red" } },
    { id: 2, name: "Gadget", details: { color: "blue" } },
  ],
});

// Missing select → uses defaultSelect
const parsed3 = queryParamsSchema().parse({});
// parsed3.select.fields → ["id", "name", "price"]

Use SelectResult<TSchema, TSelectable> instead of ReturnType<typeof select> for explicit return types:

import { select, type SelectResult } from "zod-paginate";

function createSelector(): SelectResult<typeof ProductSchema, "id" | "name" | "price"> {
  return select({ dataSchema: ProductSchema, selectable: ["id", "name", "price"], /* … */ });
}

responseType: 'one'

By default, select() validates data as an array. Pass responseType: 'one' to validate a single item instead:

const { responseSchema } = select({
  dataSchema: ProductSchema,
  selectable: ["id", "name", "price"],
  defaultSelect: ["id", "name"],
  responseType: "one",
});

// Single object → valid
responseSchema.parse({ data: { id: 1, name: "Widget" } });

// Array → rejected
responseSchema.parse({ data: [{ id: 1 }] }); // throws

paginate()

Full pagination, sorting, filtering, and field projection. Extends everything select() does with pagination support.

import { paginate } from "zod-paginate";

Returns:

Property Description
queryParamsSchema(extraShape?) Zod schema to parse query objects (strings / string arrays).
validatorSchema(parsed?) Validates outgoing data projected to the actual requested select.
responseSchema Generic ZodObject covering all possible responses based on your config. z.infer<typeof responseSchema> narrows both data keys and pagination metadata.

PaginateConfig

Option Type Description
paginationType "LIMIT_OFFSET" | "CURSOR" Pagination mode.
dataSchema z.ZodObject | z.ZodDiscriminatedUnion | z.ZodUnion Zod schema for one data item (used for projection + cursor inference).
selectable string[] (typed paths) Required. Allowlist of selectable fields (dot paths). Enables select.
sortable? string[] (typed paths) Allowlist of sortable fields. Enables sortBy.
filterable? object Allowlist of filterable fields and allowed operators + field type.
defaultSortBy? { property, direction }[] Default sort if sortBy missing/empty.
defaultLimit number Required. Default limit if limit missing.
maxLimit number Required. Rejects limit values above this.
defaultSelect field[] | "*" Required. Default select if select missing. "*" expands to selectable.
cursorProperty (CURSOR only) typed path Field used for cursor paging. Cursor type is inferred from dataSchema.

PaginateResult<TSchema, TSelectable?, TType?>

Use PaginateResult<TSchema, TSelectable, TType> instead of ReturnType<typeof paginate> when you need an explicit return type — it preserves the generics so that z.infer<typeof responseSchema> correctly narrows both data keys and pagination metadata.

TType ('LIMIT_OFFSET' | 'CURSOR'): When specified, narrows the response types so you get totalItems/totalPages (LIMIT_OFFSET) or cursor (CURSOR) without manual narrowing.

import { paginate, type PaginateResult } from "zod-paginate";

function createPaginator(): PaginateResult<typeof ModelSchema, "id" | "status", "LIMIT_OFFSET"> {
  return paginate({
    paginationType: "LIMIT_OFFSET",
    dataSchema: ModelSchema,
    selectable: ["id", "status"],
    /* … */
  });
}

// Without TType — pagination metadata is a union, but data keys are still narrowed
function createPaginatorUnion(): PaginateResult<typeof ModelSchema, "id" | "status"> {
  return paginate({ dataSchema: ModelSchema, selectable: ["id", "status"], /* … */ });
}

Query parameters

queryParamsSchema() accepts any Record<string, unknown> input. Typical querystring parsers produce "10" (string) or ["a", "b"] (repeated params).

limit

  • Input: string numeric (e.g. "10")
  • Output: number
  • Must be <= maxLimit; falls back to defaultLimit when missing.

page (LIMIT_OFFSET only)

  • Input: string numeric (e.g. "2")
  • Output: number
  • Only valid when paginationType: "LIMIT_OFFSET". Forbidden in CURSOR mode.

cursor (CURSOR only)

  • Input: string
  • Output: number | string (coerced)
  • Coerced based on the Zod type of cursorProperty in dataSchema:
cursorProperty type Input Output
z.number() "123" 123 (integer)
z.string() "abc" "abc"
z.date() "2022-01-01" "2022-01-01" (ISO string)

sortBy

  • Input: string or string[] — format: field:ASC or field:DESC
  • Output: [{ property, direction }]
  • Properties are matched against the sortable allowlist (unknown fields are rejected).
  • Falls back to defaultSortBy when missing.

select

  • Input: comma-separated string (e.g. "id,name,meta.score")
  • Output: string[] (typed paths)
  • * expands to the selectable allowlist.
  • Falls back to defaultSelect when missing.
  • select= (empty) is rejected. Unknown fields are rejected (strict allowlist).

Response validation

Both select() and paginate() return tools to validate your API response.

responseSchema — generic response schema

Covers all possible responses based on your config (uses defaultSelect or all selectable fields). Ideal for OpenAPI schema generation, static validation, or type inference:

const { responseSchema } = paginate({
  paginationType: "LIMIT_OFFSET",
  dataSchema: ModelSchema,
  selectable: ["id", "status", "createdAt", "meta.score"],
  defaultSelect: '*',
  defaultLimit: 20,
  maxLimit: 100,
});

responseSchema.parse({
  data: [{ id: 1, status: "active", createdAt: new Date(), meta: { score: 42 } }],
  pagination: { itemsPerPage: 20, totalItems: 1, currentPage: 1, totalPages: 1 },
});

// Type-safe: z.infer narrows data keys to selectable paths
type Response = z.infer<typeof responseSchema>;
// Response["data"][0] → { id?: number; status?: string; createdAt?: Date; meta?: { score: number } }
// Response["pagination"].totalItems → number  ✓ (no manual narrowing)

validatorSchema(parsed?) — outgoing data validator

Validates outgoing data projected to the actual select requested by the client:

const parsed = queryParamsSchema().parse({ select: "id,status", limit: "10", page: "1" });
const contextSchema = validatorSchema(parsed.pagination);

contextSchema.parse({
  data: [{ id: 1, status: "active" }],
  pagination: { itemsPerPage: 10, totalItems: 1, currentPage: 1, totalPages: 1 },
});

Expected response shape

LIMIT/OFFSET:

{
  data: Array<ProjectedItem>,
  pagination: {
    itemsPerPage: number,
    totalItems: number,
    currentPage: number,
    totalPages: number,
    sortBy?: Array<{ property: string, direction: "ASC" | "DESC" }>,
    filter?: WhereNode
  }
}

CURSOR:

{
  data: Array<ProjectedItem>,
  pagination: {
    itemsPerPage: number,
    cursor: number | string | Date,
    sortBy?: Array<{ property: string, direction: "ASC" | "DESC" }>,
    filter?: WhereNode
  }
}

Filters

Filters use query keys with the pattern filter.<field>=<dsl> where <field> is a dot-path (e.g. meta.score). Configure which fields and operators are allowed via the filterable option.

Operators

Operator Meaning Value format Example
$eq equals number / string / ISO date filter.status=$eq:active
$null is null (no value) filter.deletedAt=$null
$in in list comma-separated filter.status=$in:active,pending
$contains contains values comma-separated filter.tags=$contains:typescript,zod
$gt greater than number or ISO date filter.id=$gt:100
$gte greater than or equal number or ISO date filter.createdAt=$gte:2025-01-01
$lt less than number or ISO date filter.id=$lt:500
$lte less than or equal number or ISO date filter.id=$lte:500
$btw between (inclusive) a,b (same type) filter.id=$btw:10,100
$ilike case-insensitive contains string filter.name=$ilike:john
$sw starts with string filter.name=$sw:Jon

If the filter value does not start with $, it is interpreted as $eq:<value>.

Negation: $not

Prefix any operator with $not: to negate the condition:

filter.deletedAt=$not:$null
filter.status=$not:$eq:active

Multiple conditions for the same field

Use repeated query params or pass an array:

filter.id=$gt:10&filter.id=$lt:100
{ "filter.id": ["$gt:10", "$lt:100"] }

Runtime validation enforces: field allowlist (filterable), operator allowlist per field (ops), and value type compatibility.

Filter groups

Groups let you build nested AND/OR boolean logic.

Assigning conditions to a group: $g:<id>

Prefix any filter DSL with $g:<groupId>::

filter.status=$g:1:$eq:active

Within a group, the first condition cannot have $and/$or. Following conditions may be prefixed with $and or $or.

Group tree definitions: group.<id>.*

Define parent-child relationships between groups:

  • group.<id>.parent — parent group id (integer string)
  • group.<id>.join — how this group joins its parent ($and or $or)
  • group.<id>.op — default join for this group's children (optional)

Rules: root group id is always "0". group.0.parent and group.0.join are forbidden. Cycles are rejected. Child groups are resolved in numeric order.

Example: (status == active OR status == postponed) AND (id > 10)

const parsed = queryParamsSchema().parse({
  "filter.status": ["$g:1:$eq:active", "$g:1:$or:$eq:postponed"],
  "filter.id": "$g:2:$gt:10",

  "group.1.parent": "0",
  "group.2.parent": "0",
  "group.2.join": "$and",
});

// parsed.pagination.filters
// {
//   type: "and",
//   items: [
//     { type: "or", items: [ ...status filters... ] },
//     { type: "filter", field: "id", condition: { op: "$gt", value: 10, ... } }
//   ]
// }

Discriminated unions

Both select() and paginate() accept z.discriminatedUnion() (or z.union() of objects) as dataSchema. The selectable paths are typed as the union of all member paths.

const Codec1 = z.object({ id: z.number(), name: z.string() });
const Codec2 = z.object({ id: z.number(), title: z.string() });
const UnionSchema = z.discriminatedUnion("type", [
  Codec1.extend({ type: z.literal("codec1") }),
  Codec2.extend({ type: z.literal("codec2") }),
]);
const VideoSchema = z.object({ type: z.literal("video"), id: z.number(), duration: z.number(), codec: UnionSchema });
const AudioSchema = z.object({ type: z.literal("audio"), id: z.number(), bitrate: z.number() });
const MediaSchema = z.discriminatedUnion("type", [VideoSchema, AudioSchema]);

Compile-time enforcement on selectable

The discriminator field must be present in selectable. Omitting it is a TypeScript error:

// ✗ Compile error — "type" is missing from selectable
select({
  dataSchema: MediaSchema,
  selectable: ["id", "name"],       // ← TypeScript error
  defaultSelect: "*",
});

// ✓ OK — "type" is included
select({
  dataSchema: MediaSchema,
  selectable: ["id", "name", "type"],
  defaultSelect: "*",
});

The same applies to paginate():

// ✗ Compile error
paginate({
  paginationType: "LIMIT_OFFSET",
  dataSchema: MediaSchema,
  selectable: ["id", "duration"],   // ← missing "type"
  defaultSelect: "*",
  defaultLimit: 20,
  maxLimit: 100,
});

// ✓ OK
paginate({
  paginationType: "LIMIT_OFFSET",
  dataSchema: MediaSchema,
  selectable: ["id", "type", "duration"],
  defaultSelect: ["id", "type"],
  defaultLimit: 20,
  maxLimit: 100,
});

Runtime rejection of explicit select without discriminator

Even though the type system ensures the discriminator is in selectable, a client could still send a select query that omits it. This is rejected at runtime:

const { queryParamsSchema } = select({
  dataSchema: MediaSchema,
  selectable: ["id", "type", "duration", "bitrate"],
  defaultSelect: ["id", "type"],
});

// ✗ Missing "type" → validation error
queryParamsSchema().safeParse({ select: "id,duration" });
// → 'select must include the discriminator field "type" when using a discriminated union'

// ✓ select=* always works — expands to all selectable fields including the discriminator
queryParamsSchema().parse({ select: "*" });
// → ["id", "type", "duration", "bitrate"]

// ✓ Including the discriminator explicitly
queryParamsSchema().parse({ select: "id,type,duration" });
// → ["id", "type", "duration"]

Union-preserving response validation

When using a discriminated union, validatorSchema and responseSchema preserve the union structure — each option is projected independently. A response item only needs to match one of the union options:

const { queryParamsSchema, validatorSchema } = select({
  dataSchema: MediaSchema,
  selectable: ["id", "type", "duration", "bitrate"],
  defaultSelect: "*",
});

const parsed = queryParamsSchema().parse({ select: "id,type,duration,bitrate" });
const schema = validatorSchema(parsed.select);

// ✓ Video item — matches VideoSchema option
schema.parse({ data: [{ id: 1, type: "video", duration: 120 }] });

// ✓ Audio item — matches AudioSchema option
schema.parse({ data: [{ id: 2, type: "audio", bitrate: 320 }] });

// ✓ Mixed array — each item matches its own option
schema.parse({
  data: [
    { id: 1, type: "video", duration: 120 },
    { id: 2, type: "audio", bitrate: 320 },
  ],
});

// ✗ Invalid — type "video" with bitrate instead of duration
schema.safeParse({ data: [{ id: 1, type: "video", bitrate: 320 }] });
// → fails validation

Extending queryParamsSchema

Both select() and paginate() support extending queryParamsSchema with additional fields:

// paginate()
const parsed = queryParamsSchema({
  search: z.string().optional(),
  locale: z.enum(["en", "fr"]).default("en"),
}).parse({ limit: "10", search: "alice", locale: "fr" });
// parsed.pagination → { type: "LIMIT_OFFSET", limit: 10, … }
// parsed.search     → "alice"
// parsed.locale     → "fr"

// select()
const parsed = queryParamsSchema({ search: z.string().optional() }).parse({
  select: "id,name",
  search: "widget",
});
// parsed.select.fields → ["id", "name"]
// parsed.search → "widget"

Extra fields are validated together — errors from both sides are collected in a single ZodError.

End-to-end examples

LIMIT/OFFSET

?limit=20&page=1&select=id,status,createdAt&sortBy=createdAt:DESC&filter.status=$ilike:act&filter.id=$gt:10
const parsed = queryParamsSchema().parse({
  limit: "20",
  page: "1",
  select: "id,status,createdAt",
  sortBy: "createdAt:DESC",
  "filter.status": "$ilike:act",
  "filter.id": "$gt:10",
});

// parsed.pagination
// {
//   type: "LIMIT_OFFSET",
//   limit: 20,
//   page: 1,
//   select: ["id", "status", "createdAt"],
//   sortBy: [{ property: "createdAt", direction: "DESC" }],
//   filters: { type: "and", items: [...] }
// }

CURSOR with coercion

const { queryParamsSchema } = paginate({
  paginationType: "CURSOR",
  dataSchema: ModelSchema,
  cursorProperty: "id", // z.number() → cursor is coerced to number
  selectable: ["id", "status", "createdAt"],
  defaultSelect: ["id", "createdAt"],
});

const parsed = queryParamsSchema().parse({ cursor: "123", limit: "10" });
// parsed.pagination.cursor → 123 (coerced from "123")

Validating a response

const { responseSchema } = paginate({
  paginationType: "LIMIT_OFFSET",
  dataSchema: ModelSchema,
  selectable: ["id", "status", "createdAt", "meta.score"],
  defaultSelect: '*',
  defaultLimit: 20,
  maxLimit: 100,
});

responseSchema.parse({
  data: [{ id: 1, status: "active", createdAt: new Date(), meta: { score: 42 } }],
  pagination: { itemsPerPage: 20, totalItems: 1, currentPage: 1, totalPages: 1 },
});

type Response = z.infer<typeof responseSchema>;
// Response["data"][0] → { id?: number; status?: string; createdAt?: Date; meta?: { score: number } }
// Response["pagination"].totalItems → number  ✓

TypeScript reference

paginate() overloads
// Overload 1 — LIMIT_OFFSET
export function paginate<
  TSchema extends DataSchema,
  const TSelectable extends readonly AllowedPath<TSchema>[],
>(
  config: CommonQueryConfigFromSchema<TSchema, TSelectable[number]> & { paginationType: "LIMIT_OFFSET" },
): PaginateResult<TSchema, TSelectable[number], "LIMIT_OFFSET">;

// Overload 2 — CURSOR
export function paginate<
  TSchema extends DataSchema,
  const TSelectable extends readonly AllowedPath<TSchema>[],
>(
  config: CommonQueryConfigFromSchema<TSchema, TSelectable[number]> & CursorPaginationConfig<>,
): PaginateResult<TSchema, TSelectable[number], "CURSOR">;
select() overloads
// Overload 1 — responseType: 'one'
export function select<
  TSchema extends DataSchema,
  const TSelectable extends readonly AllowedPath<TSchema>[],
>(
  config: SelectConfig<TSchema, TSelectable[number], 'one'> & { responseType: 'one' },
): SelectResult<TSchema, TSelectable[number], 'one'>;

// Overload 2 — responseType: 'many' (default)
export function select<
  TSchema extends DataSchema,
  const TSelectable extends readonly AllowedPath<TSchema>[],
>(
  config: SelectConfig<TSchema, TSelectable[number]> & { responseType?: 'many' },
): SelectResult<TSchema, TSelectable[number], 'many'>;

Exported types

Type Description
DataSchema z.ZodObject | z.ZodDiscriminatedUnion | z.ZodUnion
AllowedPath<TSchema> All valid dot-notation paths for a given schema
SelectConfig<TSchema, TSelectable> Configuration for select()
SelectResult<TSchema, TSelectable, TResponseType?> Return type of select(). TResponseType narrows validatorSchema return and responseType property.
SelectQueryParams<TSchema, TSelectable> Parsed output of select(){ select: SelectQueryPayload }
SelectQueryPayload<TSchema, TSelectable, TResponseType?> Inner select payload — { fields, responseType }. Passed to validatorSchema().
SelectOneQueryPayload<TSchema, TSelectable?> Shorthand for SelectQueryPayload<…, 'one'>
SelectManyQueryPayload<TSchema, TSelectable?> Shorthand for SelectQueryPayload<…, 'many'>
SelectResponse<TSchema, TSelect, TResponseType?> Response type: { data: … } — array when 'many', single object when 'one'
SelectOneResponse<TSchema, TSelect?> Shorthand for SelectResponse<…, 'one'>
SelectManyResponse<TSchema, TSelect?> Shorthand for SelectResponse<…, 'many'>
TypedProjectedData<TSchema, TSelect> Projected data item with real value types (used in response types)
ProjectedData<TSchema, TSelect> Projected data item with unknown values (key autocompletion only)
PaginateResult<TSchema, TSelectable?, TType?> Return type of paginate()

Adapters

zod-paginate is ORM/query-builder agnostic by design. Adapters bridge the gap between the parsed output and your data layer.

Adapter Description Link
zod-paginate-drizzle Drizzle ORM adapter — maps parsed pagination, filters, sorting, and select to Drizzle queries. GitHub

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A small utility to parse and validate pagination using Zod

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