Anonymous Traversal
Syntax
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_::<traversal>::<operation>
Example 1: Filter by relationship count
- Schema:
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N::User {
name: String,
age: U8,
email: String
}
E::Follows {
From: User,
To: User
}
- Query:
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QUERY GetInfluentialUsers () =>
users <- N<User>::WHERE(_::In<Follows>::COUNT::GT(100))
RETURN users
QUERY CreateUser (name: String, age: U8, email: String) =>
user <- AddN<User>({
name: name,
age: age,
email: email
})
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:
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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":"Follower1","age":20,"email":"follower1@example.com"}'
curl -X POST \
http://localhost:6969/CreateFollow \
-H 'Content-Type: application/json' \
-d '{"follower_id":"<follower_id>","following_id":"<alice_id>"}'
curl -X POST \
http://localhost:6969/GetInfluentialUsers \
-H 'Content-Type: application/json' \
-d '{}'
- Python SDK:
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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"},
]
user_ids = []
for user in users:
result = client.query("CreateUser", user)
user_ids.append(result[0]["user"]["id"])
for j in range(150):
fake_user = client.query("CreateUser", {
"name": f"Follower{j}",
"age": 20,
"email": f"follower{j}@example.com"
})
fake_id = fake_user[0]["user"]["id"]
client.query("CreateFollow", {"follower_id": fake_id, "following_id": user_ids[0]})
result = client.query("GetInfluentialUsers", {})
print(result)
- TypeScript SDK:
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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" },
];
const userIds: string[] = [];
for (const user of users) {
const result = await client.query("CreateUser", user);
userIds.push(result.user.id);
}
for (let j = 0; j < 150; j++) {
const fakeUser = await client.query("CreateUser", {
name: `Follower${j}`,
age: 20,
email: `follower${j}@example.com`,
});
const fakeId: string = fakeUser.user.id;
await client.query("CreateFollow", {
follower_id: fakeId,
following_id: userIds[0]
});
}
const result = await client.query("GetInfluentialUsers", {});
console.log("Influential users:", result);
}
main().catch((err) => {
console.error("GetInfluentialUsers query failed:", err);
});
Example 2: Property-based filtering with anonymous traversal
- Schema:
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N::User {
name: String,
age: U8,
email: String,
status: String
}
N::Post {
title: String,
content: String
}
E::HasPost {
From: User,
To: Post
}
- Query:
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QUERY GetActiveUsersWithPosts () =>
users <- N<User>::WHERE(AND(_::{status}::EQ("active"), _::Out<HasPost>::COUNT::GT(0)))
RETURN users
QUERY CreateUser (name: String, age: U8, email: String, status: String) =>
user <- AddN<User>({
name: name,
age: age,
email: email,
status: status
})
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:
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curl -X POST \
http://localhost:6969/CreateUser \
-H 'Content-Type: application/json' \
-d '{"name":"Alice","age":25,"email":"alice@example.com","status":"active"}'
curl -X POST \
http://localhost:6969/CreateUser \
-H 'Content-Type: application/json' \
-d '{"name":"Bob","age":30,"email":"bob@example.com","status":"active"}'
curl -X POST \
http://localhost:6969/CreateUser \
-H 'Content-Type: application/json' \
-d '{"name":"Charlie","age":28,"email":"charlie@example.com","status":"inactive"}'
curl -X POST \
http://localhost:6969/CreateUser \
-H 'Content-Type: application/json' \
-d '{"name":"Diana","age":22,"email":"diana@example.com","status":"active"}'
curl -X POST \
http://localhost:6969/CreatePost \
-H 'Content-Type: application/json' \
-d '{"user_id":"<alice_id>","title":"My First Post","content":"This is Alice'"'"'s first post"}'
curl -X POST \
http://localhost:6969/CreatePost \
-H 'Content-Type: application/json' \
-d '{"user_id":"<bob_id>","title":"Bob'"'"'s Thoughts","content":"This is Bob'"'"'s post"}'
curl -X POST \
http://localhost:6969/GetActiveUsersWithPosts \
-H 'Content-Type: application/json' \
-d '{}'
- Python SDK:
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from helix.client import Client
client = Client(local=True, port=6969)
users = [
{"name": "Alice", "age": 25, "email": "alice@example.com", "status": "active"},
{"name": "Bob", "age": 30, "email": "bob@example.com", "status": "active"},
{"name": "Charlie", "age": 28, "email": "charlie@example.com", "status": "inactive"},
{"name": "Diana", "age": 22, "email": "diana@example.com", "status": "active"},
]
user_ids = []
for user in users:
result = client.query("CreateUser", user)
user_ids.append(result[0]["user"]["id"])
client.query("CreatePost", {
"user_id": user_ids[0],
"title": "My First Post",
"content": "This is Alice's first post"
})
client.query("CreatePost", {
"user_id": user_ids[1],
"title": "Bob's Thoughts",
"content": "This is Bob's post"
})
result = client.query("GetActiveUsersWithPosts", {})
print(result)
- TypeScript SDK:
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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", status: "active" },
{ name: "Bob", age: 30, email: "bob@example.com", status: "active" },
{ name: "Charlie", age: 28, email: "charlie@example.com", status: "inactive" },
{ name: "Diana", age: 22, email: "diana@example.com", status: "active" },
];
const userIds: string[] = [];
for (const user of users) {
const result = await client.query("CreateUser", user);
userIds.push(result.user.id);
}
await client.query("CreatePost", {
user_id: userIds[0],
title: "My First Post",
content: "This is Alice's first post"
});
await client.query("CreatePost", {
user_id: userIds[1],
title: "Bob's Thoughts",
content: "This is Bob's post"
});
const result = await client.query("GetActiveUsersWithPosts", {});
console.log("Active users with posts:", result);
}
main().catch((err) => {
console.error("GetActiveUsersWithPosts query failed:", err);
});
Conditional Steps
Note: For multiple conditions, see Multiple Conditions Steps.Filtering using WHERE
Syntax
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::WHERE(<condition>)
::WHERE(_::{property}::COMPARISON(value))
- The condition in the
WHEREstep must evaluate to a boolean value. - If the condition is not met, the element will be filtered out from the results.
Comparison Operators
String, Boolean, Date, and Number Comparisons
::EQ(value): Equals (e.g.::WHERE(_::{status}::EQ("active")))::NEQ(value): Not equals (e.g.::WHERE(_::{age}::NEQ(25)))
Number and Date Comparisons
::GT(value): Greater than (e.g.::WHERE(_::{age}::GT(25)))::LT(value): Less than (e.g.::WHERE(_::{age}::LT(30)))::GTE(value): Greater than or equal (e.g.::WHERE(_::{rating}::GTE(4.5)))::LTE(value): Less than or equal (e.g.::WHERE(_::{priority}::LTE(2)))
Example 1: Basic filtering with WHERE
- Schema:
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N::User {
name: String,
age: U8,
email: String
}
- Query:
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QUERY GetAdultUsers () =>
adult_users <- N<User>::WHERE(_::{age}::GT(18))
RETURN adult_users
QUERY CreateUser (name: String, age: U8, email: String) =>
user <- AddN<User>({
name: name,
age: age,
email: email
})
RETURN user
- cURL:
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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":16,"email":"bob@example.com"}'
curl -X POST \
http://localhost:6969/CreateUser \
-H 'Content-Type: application/json' \
-d '{"name":"Charlie","age":30,"email":"charlie@example.com"}'
curl -X POST \
http://localhost:6969/CreateUser \
-H 'Content-Type: application/json' \
-d '{"name":"Diana","age":17,"email":"diana@example.com"}'
curl -X POST \
http://localhost:6969/GetAdultUsers \
-H 'Content-Type: application/json' \
-d '{}'
- Python SDK:
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from helix.client import Client
client = Client(local=True, port=6969)
users = [
{"name": "Alice", "age": 25, "email": "alice@example.com"},
{"name": "Bob", "age": 16, "email": "bob@example.com"},
{"name": "Charlie", "age": 30, "email": "charlie@example.com"},
{"name": "Diana", "age": 17, "email": "diana@example.com"},
]
for user in users:
client.query("CreateUser", user)
result = client.query("GetAdultUsers", {})
print(result)
- TypeScript SDK:
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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: 16, email: "bob@example.com" },
{ name: "Charlie", age: 30, email: "charlie@example.com" },
{ name: "Diana", age: 17, email: "diana@example.com" },
];
for (const user of users) {
await client.query("CreateUser", user);
}
const result = await client.query("GetAdultUsers", {});
console.log("Adult users:", result);
}
main().catch((err) => {
console.error("GetAdultUsers query failed:", err);
});
Example 2: String and equality filtering
- Schema:
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N::User {
name: String,
age: U8,
email: String,
status: String
}
- Query:
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QUERY GetActiveUsers (status: String) =>
active_users <- N<User>::WHERE(_::{status}::EQ(status))
RETURN active_users
QUERY CreateUser (name: String, age: U8, email: String, status: String) =>
user <- AddN<User>({
name: name,
age: age,
email: email,
status: status
})
RETURN user
- cURL:
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curl -X POST \
http://localhost:6969/CreateUser \
-H 'Content-Type: application/json' \
-d '{"name":"Alice","age":25,"email":"alice@example.com","status":"active"}'
curl -X POST \
http://localhost:6969/CreateUser \
-H 'Content-Type: application/json' \
-d '{"name":"Bob","age":30,"email":"bob@example.com","status":"inactive"}'
curl -X POST \
http://localhost:6969/CreateUser \
-H 'Content-Type: application/json' \
-d '{"name":"Charlie","age":28,"email":"charlie@example.com","status":"active"}'
curl -X POST \
http://localhost:6969/CreateUser \
-H 'Content-Type: application/json' \
-d '{"name":"Diana","age":22,"email":"diana@example.com","status":"pending"}'
curl -X POST \
http://localhost:6969/GetActiveUsers \
-H 'Content-Type: application/json' \
-d '{"status":"active"}'
- Python SDK:
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from helix.client import Client
client = Client(local=True, port=6969)
users = [
{"name": "Alice", "age": 25, "email": "alice@example.com", "status": "active"},
{"name": "Bob", "age": 30, "email": "bob@example.com", "status": "inactive"},
{"name": "Charlie", "age": 28, "email": "charlie@example.com", "status": "active"},
{"name": "Diana", "age": 22, "email": "diana@example.com", "status": "pending"},
]
for user in users:
client.query("CreateUser", user)
result = client.query("GetActiveUsers", {"status": "active"})
print(result)
- TypeScript SDK:
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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", status: "active" },
{ name: "Bob", age: 30, email: "bob@example.com", status: "inactive" },
{ name: "Charlie", age: 28, email: "charlie@example.com", status: "active" },
{ name: "Diana", age: 22, email: "diana@example.com", status: "pending" },
];
for (const user of users) {
await client.query("CreateUser", user);
}
const result = await client.query("GetActiveUsers", { status: "active" });
console.log("Active users:", result);
}
main().catch((err) => {
console.error("GetActiveUsers query failed:", err);
});
Filter by Relationship using EXISTS
Syntax
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EXISTS(<traversal>)
Example 1: Using EXISTS for relationship filtering
- Schema:
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N::User {
name: String,
age: U8,
email: String
}
E::Follows {
From: User,
To: User
}
- Query:
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QUERY GetUsersWithFollowers () =>
users <- N<User>::WHERE(EXISTS(_::In<Follows>))
RETURN users
QUERY CreateUser (name: String, age: U8, email: String) =>
user <- AddN<User>({
name: name,
age: age,
email: email
})
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:
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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/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/GetUsersWithFollowers \
-H 'Content-Type: application/json' \
-d '{}'
- Python SDK:
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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"},
]
user_ids = []
for user in users:
result = client.query("CreateUser", user)
user_ids.append(result[0]["user"]["id"])
client.query("CreateFollow", {"follower_id": user_ids[1], "following_id": user_ids[0]})
client.query("CreateFollow", {"follower_id": user_ids[2], "following_id": user_ids[0]})
result = client.query("GetUsersWithFollowers", {})
print(result)
- TypeScript SDK:
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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" },
];
const userIds: string[] = [];
for (const user of users) {
const result = await client.query("CreateUser", user);
userIds.push(result.user.id);
}
await client.query("CreateFollow", {
follower_id: userIds[1],
following_id: userIds[0]
});
await client.query("CreateFollow", {
follower_id: userIds[2],
following_id: userIds[0]
});
const result = await client.query("GetUsersWithFollowers", {});
console.log("Users with followers:", result);
}
main().catch((err) => {
console.error("GetUsersWithFollowers query failed:", err);
});
Multiple Conditions Steps
Filter by multiple conditions usingAND and/or OR.
Syntax
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::WHERE(AND(<condition1>, <condition2>, ...))
::WHERE(OR(<condition1>, <condition2>, ...))
Example 1: Using AND for range filtering
- Schema:
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N::User {
name: String,
age: U8,
email: String
}
- Query:
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QUERY GetYoungAdults () =>
users <- N<User>::WHERE(AND(_::{age}::GT(18), _::{age}::LT(30)))
RETURN users
QUERY CreateUser (name: String, age: U8, email: String) =>
user <- AddN<User>({
name: name,
age: age,
email: email
})
RETURN user
- cURL:
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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":16,"email":"bob@example.com"}'
curl -X POST \
http://localhost:6969/CreateUser \
-H 'Content-Type: application/json' \
-d '{"name":"Charlie","age":35,"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/CreateUser \
-H 'Content-Type: application/json' \
-d '{"name":"Eve","age":17,"email":"eve@example.com"}'
curl -X POST \
http://localhost:6969/GetYoungAdults \
-H 'Content-Type: application/json' \
-d '{}'
- Python SDK:
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from helix.client import Client
client = Client(local=True, port=6969)
users = [
{"name": "Alice", "age": 25, "email": "alice@example.com"},
{"name": "Bob", "age": 16, "email": "bob@example.com"},
{"name": "Charlie", "age": 35, "email": "charlie@example.com"},
{"name": "Diana", "age": 22, "email": "diana@example.com"},
{"name": "Eve", "age": 17, "email": "eve@example.com"},
]
for user in users:
client.query("CreateUser", user)
result = client.query("GetYoungAdults", {})
print(result)
- TypeScript SDK:
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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: 16, email: "bob@example.com" },
{ name: "Charlie", age: 35, email: "charlie@example.com" },
{ name: "Diana", age: 22, email: "diana@example.com" },
{ name: "Eve", age: 17, email: "eve@example.com" },
];
for (const user of users) {
await client.query("CreateUser", user);
}
const result = await client.query("GetYoungAdults", {});
console.log("Young adults:", result);
}
main().catch((err) => {
console.error("GetYoungAdults query failed:", err);
});
Example 2: Using OR for multiple valid options
- Schema:
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N::User {
name: String,
age: U8,
email: String
}
- Query:
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QUERY GetSpecificUsers () =>
users <- N<User>::WHERE(OR(_::{name}::EQ("Alice"), _::{name}::EQ("Bob")))
RETURN users
QUERY CreateUser (name: String, age: U8, email: String) =>
user <- AddN<User>({
name: name,
age: age,
email: email
})
RETURN user
- cURL:
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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/GetSpecificUsers \
-H 'Content-Type: application/json' \
-d '{}'
- Python SDK:
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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("GetSpecificUsers", {})
print(result)
- TypeScript SDK:
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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("GetSpecificUsers", {});
console.log("Specific users:", result);
}
main().catch((err) => {
console.error("GetSpecificUsers query failed:", err);
});
Example 3: Complex nested AND and OR conditions
- Schema:
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N::User {
name: String,
age: U8,
email: String
}
- Query:
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QUERY GetFilteredUsers () =>
users <- N<User>::WHERE(
AND(
_::{age}::GT(18),
OR(_::{name}::EQ("Alice"), _::{name}::EQ("Bob"))
)
)
RETURN users
QUERY CreateUser (name: String, age: U8, email: String) =>
user <- AddN<User>({
name: name,
age: age,
email: email
})
RETURN user
- cURL:
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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":16,"email":"bob@example.com"}'
curl -X POST \
http://localhost:6969/CreateUser \
-H 'Content-Type: application/json' \
-d '{"name":"Alice","age":17,"email":"alice2@example.com"}'
curl -X POST \
http://localhost:6969/CreateUser \
-H 'Content-Type: application/json' \
-d '{"name":"Charlie","age":30,"email":"charlie@example.com"}'
curl -X POST \
http://localhost:6969/CreateUser \
-H 'Content-Type: application/json' \
-d '{"name":"Bob","age":22,"email":"bob2@example.com"}'
curl -X POST \
http://localhost:6969/GetFilteredUsers \
-H 'Content-Type: application/json' \
-d '{}'
- Python SDK:
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from helix.client import Client
client = Client(local=True, port=6969)
users = [
{"name": "Alice", "age": 25, "email": "alice@example.com"},
{"name": "Bob", "age": 16, "email": "bob@example.com"},
{"name": "Alice", "age": 17, "email": "alice2@example.com"},
{"name": "Charlie", "age": 30, "email": "charlie@example.com"},
{"name": "Bob", "age": 22, "email": "bob2@example.com"},
]
for user in users:
client.query("CreateUser", user)
result = client.query("GetFilteredUsers", {})
print(result)
- TypeScript SDK:
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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: 16, email: "bob@example.com" },
{ name: "Alice", age: 17, email: "alice2@example.com" },
{ name: "Charlie", age: 30, email: "charlie@example.com" },
{ name: "Bob", age: 22, email: "bob2@example.com" },
];
for (const user of users) {
await client.query("CreateUser", user);
}
const result = await client.query("GetFilteredUsers", {});
console.log("Filtered users:", result);
}
main().catch((err) => {
console.error("GetFilteredUsers query failed:", err);
});