A Python SDK for Somnia data streams with first class reactivity support
Project description
Somnia Data Streams Python SDK
The Somnia Data Streams Python SDK enables streaming data on-chain, integrated with off-chain reactivity to unlock new paradigms in the blockchain ecosystem.
Features
- Easy and intuitive interface and flow
- Consistent with Somnia Data Streams JS/TS SDK
- Schema encoding and decoding for structured data
- Type-safe API with comprehensive type definitions
- Asynchronized architecture for better CPU utilization on high load
- Extensive unit tests and integration tests
- Example code snippets for all functionalities
Installation
pip install somnia-data-streams-sdk
Quick Start
Initialize the SDK
from somnia_data_streams_sdk import SDK, SOMNIA_TESTNET
# Read-only access (no private key needed)
sdk = SDK.create_for_chain(SOMNIA_TESTNET["id"])
# With write access (provide private key for transaction signing)
sdk = SDK.create_for_chain(SOMNIA_TESTNET["id"], private_key="0x...")
Get All Registered Schemas
import asyncio
schemas = await sdk.streams.get_all_schemas()
for i, schema in enumerate(schemas):
print(f"{i+1}. {schema}")
Compute Schema ID
test_schema = "uint256 balance, address owner"
schema_id = await sdk.streams.compute_schema_id(test_schema)
print(f"\nSchema ID for '{test_schema}': {schema_id}")
Check if Schema is Registered
is_registered = await sdk.streams.is_data_schema_registered(schema_id)
print(f"Schema registered: {is_registered}")
Schema Encoding/Decoding
from somnia_data_streams_sdk import SchemaEncoder, SchemaItem
encoder = SchemaEncoder("uint256 balance, address owner")
encoded = encoder.encode_data([
SchemaItem(name="balance", type="uint256", value=666),
SchemaItem(name="owner", type="address", value="0x..."),
])
print(f"Encoded Schema: {encoded}")
decoded = encoder.decode_data(encoded)
print("Decoded Schema:")
for item in decoded:
print(f" {item.name} ({item.type}): {item.value.value}")
Register a Data Schema (Consumes Gas)
from somnia_data_streams_sdk import DataSchemaRegistration
registrations = [
DataSchemaRegistration(
schema_name="your-unique-id-here-otherwise-wont-register",
schema=test_schema,
parent_schema_id=None
)
]
tx_hash = await sdk.streams.register_data_schemas(registrations)
if tx_hash and isinstance(tx_hash, str) and tx_hash.startswith("0x"):
print(f"Schema registered! TX: {tx_hash}")
else:
print("Schema already registered or registration error")
Publish Data (Consumes Gas)
from eth_utils import to_hex, keccak
from somnia_data_streams_sdk import DataStream
data_id = to_hex(keccak(text="your-unique-id-here-for-this-data"))
data_streams = [
DataStream(
id=data_id,
schema_id=schema_id,
data=encoded,
)
]
tx_hash = await sdk.streams.set(data_streams)
if tx_hash:
print(f"Data published! TX: {tx_hash}")
else:
print("Data publishing failed")
Read Data
data = await sdk.streams.get_all_publisher_data_for_schema(
schema_id=schema_id,
publisher=sdk.streams.web3_client.client.account.address,
)
if data:
print(f"Found {len(data)} data points")
if isinstance(data[0], list): # Decoded data
for i, decoded_items in enumerate(data):
print(f"\nData point {i+1}:")
for item in decoded_items:
print(f" {item.name}: {item.value.value}")
else: # Raw data
print("Raw data (schema not public):", data)
Register Events (Consumes Gas)
from somnia_data_streams_sdk import EventSchema, EventParameter
from eth_utils import to_hex, keccak
event_signature = "TestV1(uint256 indexed x)"
event_id = "TestV1"
event_schemas = [
EventSchema(
params=[
EventParameter(name="x", param_type="uint256", is_indexed=True)
],
event_topic=to_hex(keccak(text=event_signature))
)
]
tx_hash = await sdk.streams.register_event_schemas(
ids=[event_id],
schemas=event_schemas
)
if tx_hash and isinstance(tx_hash, str):
print(f"Event schema registered! TX: 0x{tx_hash}")
else:
print("Event schema registration failed or already registered")
time.sleep(5) # give the blockchain a short time register the event
tx_hash = await sdk.streams.manage_event_emitters_for_registered_streams_event(
event_id, "0x...", True) # Replace 0x... with your public key
print(f"Event permission added! TX: 0x{tx_hash}")
Emit Events (Consumes Gas)
from eth_abi import encode
from somnia_data_streams_sdk import EventStream
event_data = encode(
["uint256"],
[13] # Replace 13 with any unsigned int value you want to emit
)
events = [
EventStream(
id=event_id,
argument_topics=[to_hex(keccak(text=event_signature))],
data=event_data
)
]
tx_hash = await sdk.streams.emit_events(events)
if tx_hash and isinstance(tx_hash, str):
print(f"Events emitted! TX: 0x{tx_hash}")
else:
print("Event emission failed")
Subscribe to Events
from somnia_data_streams_sdk import SubscriptionInitParams
def on_data(data):
print(data)
def on_error(error):
print(error)
subscription = await sdk.streams.subscribe(
SubscriptionInitParams(
somnia_streams_event_id="TestV1",
eth_calls=[],
on_data=on_data,
on_error=on_error,
only_push_changes=True
)
)
print("Subscribed to TestV1. Press Ctrl+C to stop.")
try:
await asyncio.Future()
except:
await subscription.get("unsubscribe")
API Reference
Main Classes
SDK- Main SDK class for interacting with Somnia Data StreamsSchemaEncoder- Encode and decode data schemas
Chain Configuration
SOMNIA_TESTNET- Testnet configuration (Chain ID: 50312)SOMNIA_MAINNET- Mainnet configuration (Chain ID: 5031)get_chain_config(chain_id)- Get chain configuration by IDget_default_rpc_url(chain_id)- Get default RPC URL for a chain
Frequently Used Types
SubscriptionInitParamsSchemaItem,SchemaDecodedItemEventParameter,EventSchema,EventStreamDataStream,DataSchemaRegistration
Contribution Guide
If it's bug fix or code improvement (i.e. not a new feature), please make sure your code passes all tests before submitting a PR.
pytest -v -s
If it's a new feature, don't forget to write examples, unit tests, and integration tests for it.
Project details
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