HelixDB Docs

@tags: properties, access, fields, attributes, projection, select

Property Access

Select Specific Properties using `{}`

Syntax

::{<property1>, <property2>, ...}
::{<property1>: <alias>, <property2>}

Notes:

Property access allows you to return only the fields you need, reducing data transfer and improving query performance.

Example 1: Basic property selection

Schema:

N::User {
    name: String,
    age: U8,
    email: String
}

Query:

QUERY GetUserBasicInfo () =>
    users <- N<User>::RANGE(0, 10)
    RETURN users::{name, age}

QUERY CreateUser (name: String, age: U8, email: String) =>
    user <- AddN<User>({
        name: name,
        age: age,
        email: email
    })
    RETURN user

cURL:

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Alice","age":25,"email":"alice@example.com"}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Bob","age":30,"email":"bob@example.com"}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Charlie","age":28,"email":"charlie@example.com"}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Diana","age":22,"email":"diana@example.com"}'

curl -X POST \
  http://localhost:6969/GetUserBasicInfo \
  -H 'Content-Type: application/json' \
  -d '{}'

Python SDK:

from helix.client import Client

client = Client(local=True, port=6969)

users = [
    {"name": "Alice", "age": 25, "email": "alice@example.com"},
    {"name": "Bob", "age": 30, "email": "bob@example.com"},
    {"name": "Charlie", "age": 28, "email": "charlie@example.com"},
    {"name": "Diana", "age": 22, "email": "diana@example.com"},
]

for user in users:
    client.query("CreateUser", user)

result = client.query("GetUserBasicInfo", {})
print("User basic info:", result)

TypeScript SDK:

import HelixDB from "helix-ts";

async function main() {
    const client = new HelixDB("http://localhost:6969");

    const users = [
        { name: "Alice", age: 25, email: "alice@example.com" },
        { name: "Bob", age: 30, email: "bob@example.com" },
        { name: "Charlie", age: 28, email: "charlie@example.com" },
        { name: "Diana", age: 22, email: "diana@example.com" },
    ];

    for (const user of users) {
        await client.query("CreateUser", user);
    }

    const result = await client.query("GetUserBasicInfo", {});
    console.log("User basic info:", result);
}

main().catch((err) => {
    console.error("GetUserBasicInfo query failed:", err);
});

Example 2: Property selection with renaming

Schema:

N::User {
    name: String,
    age: U8,
    email: String
}

Query:

QUERY GetUserDisplayInfo () =>
    users <- N<User>::RANGE(0, 10)
    RETURN users::{displayName: name, userAge: age}

QUERY CreateUser (name: String, age: U8, email: String) =>
    user <- AddN<User>({
        name: name,
        age: age,
        email: email
    })
    RETURN user

cURL:

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Alice","age":25,"email":"alice@example.com"}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Bob","age":30,"email":"bob@example.com"}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Charlie","age":28,"email":"charlie@example.com"}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Diana","age":22,"email":"diana@example.com"}'

curl -X POST \
  http://localhost:6969/GetUserDisplayInfo \
  -H 'Content-Type: application/json' \
  -d '{}'

Python SDK:

from helix.client import Client

client = Client(local=True, port=6969)

users = [
    {"name": "Alice", "age": 25, "email": "alice@example.com"},
    {"name": "Bob", "age": 30, "email": "bob@example.com"},
    {"name": "Charlie", "age": 28, "email": "charlie@example.com"},
    {"name": "Diana", "age": 22, "email": "diana@example.com"},
]

for user in users:
    client.query("CreateUser", user)

result = client.query("GetUserDisplayInfo", {})
print("User display info:", result)

TypeScript SDK:

import HelixDB from "helix-ts";

async function main() {
    const client = new HelixDB("http://localhost:6969");

    const users = [
        { name: "Alice", age: 25, email: "alice@example.com" },
        { name: "Bob", age: 30, email: "bob@example.com" },
        { name: "Charlie", age: 28, email: "charlie@example.com" },
        { name: "Diana", age: 22, email: "diana@example.com" },
    ];

    for (const user of users) {
        await client.query("CreateUser", user);
    }

    const result = await client.query("GetUserDisplayInfo", {});
    console.log("User display info:", result);
}

main().catch((err) => {
    console.error("GetUserDisplayInfo query failed:", err);
});

Access IDs using `ID`

Syntax

::ID

Note:

Every element in HelixDB has a unique ID that can be accessed using the ::ID syntax.

Example 1: Getting element IDs

Schema:

N::User {
    name: String,
    age: U8,
    email: String
}

Query:

QUERY GetUserIDs () =>
    users <- N<User>::RANGE(0, 5)
    RETURN users::ID

QUERY CreateUser (name: String, age: U8, email: String) =>
    user <- AddN<User>({
        name: name,
        age: age,
        email: email
    })
    RETURN user

cURL:

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Alice","age":25,"email":"alice@example.com"}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Bob","age":30,"email":"bob@example.com"}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Charlie","age":28,"email":"charlie@example.com"}'

curl -X POST \
  http://localhost:6969/GetUserIDs \
  -H 'Content-Type: application/json' \
  -d '{}'

Python SDK:

from helix.client import Client

client = Client(local=True, port=6969)

users = [
    {"name": "Alice", "age": 25, "email": "alice@example.com"},
    {"name": "Bob", "age": 30, "email": "bob@example.com"},
    {"name": "Charlie", "age": 28, "email": "charlie@example.com"},
]

for user in users:
    client.query("CreateUser", user)

result = client.query("GetUserIDs", {})
print("User IDs:", result)

TypeScript SDK:

import HelixDB from "helix-ts";

async function main() {
    const client = new HelixDB("http://localhost:6969");

    const users = [
        { name: "Alice", age: 25, email: "alice@example.com" },
        { name: "Bob", age: 30, email: "bob@example.com" },
        { name: "Charlie", age: 28, email: "charlie@example.com" },
    ];

    for (const user of users) {
        await client.query("CreateUser", user);
    }

    const result = await client.query("GetUserIDs", {});
    console.log("User IDs:", result);
}

main().catch((err) => {
    console.error("GetUserIDs query failed:", err);
});

Include All Properties using `..`

Use the spread operator to include all properties while optionally remapping specific fields.

Syntax

::{
    <alias>: <property>, 
    ..
}

Example 1: Property aliasing with spread operator

Schema:

N::User {
    name: String,
    age: U8,
    email: String
}

Query:

QUERY GetUsersWithAlias () =>
    users <- N<User>::RANGE(0, 5)
    RETURN users::{
        userID: ID,
        ..
    }

QUERY CreateUser (name: String, age: U8, email: String) =>
    user <- AddN<User>({
        name: name,
        age: age,
        email: email
    })
    RETURN user

cURL:

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Alice","age":25,"email":"alice@example.com"}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Bob","age":30,"email":"bob@example.com"}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Charlie","age":28,"email":"charlie@example.com"}'

curl -X POST \
  http://localhost:6969/GetUsersWithAlias \
  -H 'Content-Type: application/json' \
  -d '{}'

Python SDK:

from helix.client import Client

client = Client(local=True, port=6969)

users = [
    {"name": "Alice", "age": 25, "email": "alice@example.com"},
    {"name": "Bob", "age": 30, "email": "bob@example.com"},
    {"name": "Charlie", "age": 28, "email": "charlie@example.com"},
]

for user in users:
    client.query("CreateUser", user)

result = client.query("GetUsersWithAlias", {})
print("Users with alias:", result)

TypeScript SDK:

import HelixDB from "helix-ts";

async function main() {
    const client = new HelixDB("http://localhost:6969");

    const users = [
        { name: "Alice", age: 25, email: "alice@example.com" },
        { name: "Bob", age: 30, email: "bob@example.com" },
        { name: "Charlie", age: 28, email: "charlie@example.com" },
    ];

    for (const user of users) {
        await client.query("CreateUser", user);
    }

    const result = await client.query("GetUsersWithAlias", {});
    console.log("Users with alias:", result);
}

main().catch((err) => {
    console.error("GetUsersWithAlias query failed:", err);
});

Property Addition

Syntax

::{
    <new_property>: <schema_field>,
    <computed_property>: <traversal_expression>
}

Notes:

Property additions allow you to compute derived values and add metadata to your query results without modifying the underlying schema.

Example 1: Adding computed properties with traversals

Schema:

N::User {
    name: String,
    age: U8
}

E::Follows {
    From: User,
    To: User
}

Query:

QUERY GetUserDetails () =>
    users <- N<User>::RANGE(0, 5)
    RETURN users::{
        userID: ID,
        followerCount: _::In<Follows>::COUNT
    }

QUERY CreateUser (name: String, age: U8) =>
    user <- AddN<User>({
        name: name,
        age: age
    })
    RETURN user

QUERY CreateFollow (follower_id: ID, following_id: ID) =>
    follower <- N<User>(follower_id)
    following <- N<User>(following_id)
    AddE<Follows>::From(follower)::To(following)
    RETURN "Success"

cURL:

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Alice","age":25}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Bob","age":30}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Charlie","age":28}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Diana","age":22}'

curl -X POST \
  http://localhost:6969/CreateFollow \
  -H 'Content-Type: application/json' \
  -d '{"follower_id":"<bob_id>","following_id":"<alice_id>"}'

curl -X POST \
  http://localhost:6969/CreateFollow \
  -H 'Content-Type: application/json' \
  -d '{"follower_id":"<charlie_id>","following_id":"<alice_id>"}'

curl -X POST \
  http://localhost:6969/CreateFollow \
  -H 'Content-Type: application/json' \
  -d '{"follower_id":"<diana_id>","following_id":"<alice_id>"}'

curl -X POST \
  http://localhost:6969/GetUserDetails \
  -H 'Content-Type: application/json' \
  -d '{}'

Python SDK:

from helix.client import Client

client = Client(local=True, port=6969)

users = [
    {"name": "Alice", "age": 25},
    {"name": "Bob", "age": 30},
    {"name": "Charlie", "age": 28},
    {"name": "Diana", "age": 22},
]

user_ids = []
for user in users:
    result = client.query("CreateUser", user)
    user_ids.append(result[0]["user"]["id"])

for i in range(1, len(user_ids)):
    client.query("CreateFollow", {
        "follower_id": user_ids[i],
        "following_id": user_ids[0]
    })

result = client.query("GetUserDetails", {})
print("User details with follower count:", result)

TypeScript SDK:

import HelixDB from "helix-ts";

async function main() {
    const client = new HelixDB("http://localhost:6969");

    const users = [
        { name: "Alice", age: 25 },
        { name: "Bob", age: 30 },
        { name: "Charlie", age: 28 },
        { name: "Diana", age: 22 },
    ];

    const userIds: string[] = [];
    for (const user of users) {
        const result = await client.query("CreateUser", user);
        userIds.push(result.user.id);
    }

    for (let i = 1; i < userIds.length; i++) {
        await client.query("CreateFollow", {
            follower_id: userIds[i],
            following_id: userIds[0]
        });
    }

    const result = await client.query("GetUserDetails", {});
    console.log("User details with follower count:", result);
}

main().catch((err) => {
    console.error("GetUserDetails query failed:", err);
});

Property Exclusion

Syntax

::!{<property1>, <property2>, ...}

Notes:

Property exclusion is useful when you want to return most properties but hide sensitive or unnecessary fields like passwords, internal IDs, or large data fields.

Example 1: Excluding sensitive properties

Schema:

N::User {
    name: String,
    age: U8,
    email: String,
    posts: U32,
    followers: U32,
    following: U32,
    location: String
}

Query:

QUERY GetPublicUserInfo () =>
    users <- N<User>::RANGE(0, 10)
    RETURN users::!{email, location}

QUERY CreateUser (name: String, age: U8, email: String, posts: U32, followers: U32, following: U32, location: String) =>
    user <- AddN<User>({
        name: name,
        age: age,
        email: email,
        posts: posts,
        followers: followers,
        following: following,
        location: location
    })
    RETURN user

cURL:

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Alice","age":25,"email":"alice@example.com","posts":42,"followers":150,"following":89,"location":"New York"}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Bob","age":30,"email":"bob@example.com","posts":28,"followers":203,"following":156,"location":"San Francisco"}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Charlie","age":28,"email":"charlie@example.com","posts":67,"followers":89,"following":234,"location":"London"}'

curl -X POST \
  http://localhost:6969/GetPublicUserInfo \
  -H 'Content-Type: application/json' \
  -d '{}'

Python SDK:

from helix.client import Client

client = Client(local=True, port=6969)

users = [
    {
        "name": "Alice",
        "age": 25,
        "email": "alice@example.com",
        "posts": 42,
        "followers": 150,
        "following": 89,
        "location": "New York"
    },
    {
        "name": "Bob",
        "age": 30,
        "email": "bob@example.com",
        "posts": 28,
        "followers": 203,
        "following": 156,
        "location": "San Francisco"
    },
    {
        "name": "Charlie",
        "age": 28,
        "email": "charlie@example.com",
        "posts": 67,
        "followers": 89,
        "following": 234,
        "location": "London"
    }
]

for user in users:
    client.query("CreateUser", user)

result = client.query("GetPublicUserInfo", {})
print("Public user info (email and location excluded):", result)

TypeScript SDK:

import HelixDB from "helix-ts";

async function main() {
    const client = new HelixDB("http://localhost:6969");

    const users = [
        {
            name: "Alice",
            age: 25,
            email: "alice@example.com",
            posts: 42,
            followers: 150,
            following: 89,
            location: "New York"
        },
        {
            name: "Bob",
            age: 30,
            email: "bob@example.com",
            posts: 28,
            followers: 203,
            following: 156,
            location: "San Francisco"
        },
        {
            name: "Charlie",
            age: 28,
            email: "charlie@example.com",
            posts: 67,
            followers: 89,
            following: 234,
            location: "London"
        }
    ];

    for (const user of users) {
        await client.query("CreateUser", user);
    }

    const result = await client.query("GetPublicUserInfo", {});
    console.log("Public user info (email and location excluded):", result);
}

main().catch((err) => {
    console.error("GetPublicUserInfo query failed:", err);
});

Property Remappings

Simple Remapping

Syntax

::{new_name: property_name}
::{alias: _::{property}}

Notes:

You can usually use the name directly
If you want to be more explicit or there are name clashes, you can use the _:: operator.

Example 1: Basic property remapping

Schema:

N::User {
    name: String,
    age: U8,
    email: String
}

Query:

QUERY GetUserWithAlias () =>
    users <- N<User>::RANGE(0, 5)
    RETURN users::{
        userID: ID,
        displayName: name
    }

QUERY CreateUser (name: String, age: U8, email: String) =>
    user <- AddN<User>({
        name: name,
        age: age,
        email: email
    })
    RETURN user

cURL:

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Alice Johnson","age":25,"email":"alice@example.com"}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Bob Smith","age":30,"email":"bob@example.com"}'

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Charlie Brown","age":28,"email":"charlie@example.com"}'

curl -X POST \
  http://localhost:6969/GetUserWithAlias \
  -H 'Content-Type: application/json' \
  -d '{}'

Python SDK:

from helix.client import Client

client = Client(local=True, port=6969)

users = [
    {"name": "Alice Johnson", "age": 25, "email": "alice@example.com"},
    {"name": "Bob Smith", "age": 30, "email": "bob@example.com"},
    {"name": "Charlie Brown", "age": 28, "email": "charlie@example.com"},
]

for user in users:
    client.query("CreateUser", user)

result = client.query("GetUserWithAlias", {})
print("Users with remapped properties:", result)

TypeScript SDK:

import HelixDB from "helix-ts";

async function main() {
    const client = new HelixDB("http://localhost:6969");

    const users = [
        { name: "Alice Johnson", age: 25, email: "alice@example.com" },
        { name: "Bob Smith", age: 30, email: "bob@example.com" },
        { name: "Charlie Brown", age: 28, email: "charlie@example.com" },
    ];

    for (const user of users) {
        await client.query("CreateUser", user);
    }

    const result = await client.query("GetUserWithAlias", {});
    console.log("Users with remapped properties:", result);
}

main().catch((err) => {
    console.error("GetUserWithAlias query failed:", err);
});

Nested Remapping

Syntax

::|item_name|{
    field: item_name::traversal,
    nested_field: inner_item::{
        property: item_name::ID,
        ..
    }
}

Notes:

If we were to access the ID using: nested_field: ID. It would be the ID of the inner_item item not the item_name item due to the tighter scope.
When accessing properties in nested mappings, scope matters. Use the explicit item_name::property syntax to access properties from outer scopes to avoid ambiguity.

Example 1: User posts with nested remappings

Schema:

N::User {
    name: String,
    age: U8,
    email: String
}

N::Post {
    title: String,
    content: String
}

E::HasPost {
    From: User,
    To: Post
}

Query:

QUERY GetUserPosts (user_id: ID) =>
    user <- N<User>(user_id)
    posts <- user::Out<HasPost>
    RETURN user::|usr|{
        posts: posts::{
            postID: ID,
            creatorID: usr::ID,
            creatorName: usr::name,
            ..
        }
    }

QUERY CreateUser (name: String, age: U8, email: String) =>
    user <- AddN<User>({
        name: name,
        age: age,
        email: email
    })
    RETURN user

QUERY CreatePost (user_id: ID, title: String, content: String) =>
    user <- N<User>(user_id)
    post <- AddN<Post>({
        title: title,
        content: content
    })
    AddE<HasPost>::From(user)::To(post)
    RETURN post

cURL:

curl -X POST \
  http://localhost:6969/CreateUser \
  -H 'Content-Type: application/json' \
  -d '{"name":"Alice Johnson","age":25,"email":"alice@example.com"}'

curl -X POST \
  http://localhost:6969/CreatePost \
  -H 'Content-Type: application/json' \
  -d '{"user_id":"<user_id>","title":"My First Post","content":"This is my first blog post!"}'

curl -X POST \
  http://localhost:6969/CreatePost \
  -H 'Content-Type: application/json' \
  -d '{"user_id":"<user_id>","title":"Learning GraphDB","content":"Graph databases are fascinating."}'

curl -X POST \
  http://localhost:6969/CreatePost \
  -H 'Content-Type: application/json' \
  -d '{"user_id":"<user_id>","title":"Weekend Plans","content":"Planning to explore the city."}'

curl -X POST \
  http://localhost:6969/GetUserPosts \
  -H 'Content-Type: application/json' \
  -d '{"user_id":"<user_id>"}'

Python SDK:

from helix.client import Client

client = Client(local=True, port=6969)

user_result = client.query("CreateUser", {
    "name": "Alice Johnson",
    "age": 25,
    "email": "alice@example.com"
})
user_id = user_result[0]["user"]["id"]

posts = [
    {"title": "My First Post", "content": "This is my first blog post!"},
    {"title": "Learning GraphDB", "content": "Graph databases are fascinating."},
    {"title": "Weekend Plans", "content": "Planning to explore the city."},
]

for post in posts:
    client.query("CreatePost", {
        "user_id": user_id,
        "title": post["title"],
        "content": post["content"]
    })

result = client.query("GetUserPosts", {"user_id": user_id})
print("User posts with nested remappings:", result)

TypeScript SDK:

import HelixDB from "helix-ts";

async function main() {
    const client = new HelixDB("http://localhost:6969");

    const userResult = await client.query("CreateUser", {
        name: "Alice Johnson",
        age: 25,
        email: "alice@example.com"
    });
    const userId = userResult.user.id;

    const posts = [
        { title: "My First Post", content: "This is my first blog post!" },
        { title: "Learning GraphDB", content: "Graph databases are fascinating." },
        { title: "Weekend Plans", content: "Planning to explore the city." },
    ];

    for (const post of posts) {
        await client.query("CreatePost", {
            user_id: userId,
            title: post.title,
            content: post.content
        });
    }

    const result = await client.query("GetUserPosts", { user_id: userId });
    console.log("User posts with nested remappings:", result);
}

main().catch((err) => {
    console.error("GetUserPosts query failed:", err);
});

Getting Started

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Properties Operations

Property Access

Select Specific Properties using `{}`

Syntax

Example 1: Basic property selection

Example 2: Property selection with renaming

Access IDs using `ID`

Syntax

Example 1: Getting element IDs

Include All Properties using `..`

Syntax

Example 1: Property aliasing with spread operator

Property Addition

Syntax

Example 1: Adding computed properties with traversals

Property Exclusion

Syntax

Example 1: Excluding sensitive properties

Property Remappings

Simple Remapping

Syntax

Example 1: Basic property remapping

Nested Remapping

Syntax

Example 1: User posts with nested remappings

Getting Started

CLI

SDKs

Other Features

​Property Access

​Select Specific Properties using {}

Syntax

Example 1: Basic property selection

Example 2: Property selection with renaming

​Access IDs using ID

Syntax

Example 1: Getting element IDs

​Include All Properties using ..

Syntax

Example 1: Property aliasing with spread operator

​Property Addition

​Syntax

​Example 1: Adding computed properties with traversals

​Property Exclusion

​Syntax

​Example 1: Excluding sensitive properties

​Property Remappings

​Simple Remapping

Syntax

Example 1: Basic property remapping

​Nested Remapping

Syntax

Example 1: User posts with nested remappings

Property Access

Select Specific Properties using `{}`

Access IDs using `ID`

Include All Properties using `..`

Property Addition

Syntax

Example 1: Adding computed properties with traversals

Property Exclusion

Syntax

Example 1: Excluding sensitive properties

Property Remappings

Simple Remapping

Nested Remapping