Syncora SDK

Syncora SDK is a Python client library for interacting with the Syncora synthetic data platform. It allows you to generate high-quality synthetic datasets from a variety of sources including CSV, dataframes, and raw text. With just a few lines of code, you can bootstrap synthetic data pipelines in your analytics, testing, and machine learning workflows.

Features

• Easy initialization with API key or environment variable
• Multiple data sources: CSV, Pandas DataFrame, JSON text
• Data types: Tabular, Time-series, JSONL
• Flexible configuration: Control number of rows, target columns, constraints
• Asynchronous support for large datasets
• Built‑in error handling and logging

Installation

Install the SDK via pip:

pip install syncora-sdk

Requires Python 3.7 or higher.

Quick Start

1. Set your API key

Head over to https://syncora.ai, register for an account, and generate your API key from the dashboard.

2. Initialize the client and generator

from syncora_sdk import SyncoraClient, SyntheticDataGenerator
from pathlib import Path


# Client with API key
client = SyncoraClient(api_key="your-syncora-api-key")

# Instantiate the synthetic data generator
syntheticDataGenerator = SyntheticDataGenerator(client)

3. Generate synthetic tabular data from a CSV file

file_path = Path("Sonar.csv")

response = syntheticDataGenerator.generate_from_file(
    file_path=file_path,
    type="Tabular",
    numberOfRows=100,
    targetColumn="Freq_1"
)

print(response)

This will return a JSON response with a link to download the generated synthetic dataset.

API Reference

SyncoraClient

SyntheticDataGenerator

Common Parameters:

• type (str): Type of data to generate. One of ["Tabular", "TimeSeries", "JSONL"]
• numberOfRows (int): Number of rows or records to generate.
• targetColumn (str, optional): Column on which to focus generation for tabular data.

Error Handling

All SDK methods raise SyncoraError on failure. You can catch and inspect:

from syncora_sdk import SyncoraError

try:
    syntheticDataGenerator.generate_from_file(...)
except SyncoraError as e:
    print(f"Error: {e.code} – {e.message}")