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How to Build On-Chain Crypto Trading Bots Using Token Metrics Crypto API and Chainlink Functions

How to Use Token Metrics Crypto API with Chainlink Function | Best Free Crypto API for Crypto Trading Bots
Token Metrics Team
8 min
MIN

In the evolving world of Web3 development, the need for real-time, reliable, and institutional-grade crypto data has never been greater. Whether you’re building decentralized trading bots, DeFi apps, or smart contract platforms, accessing powerful off-chain data is key to creating intelligent and profitable on-chain systems.

That’s where the Token Metrics Crypto API comes in.

In this guide, we’ll walk you through how to integrate the Token Metrics API with Chainlink Functions, enabling you to deploy live smart contracts that interact with real-time crypto signals, token prices, and trader grades. You’ll learn how to use more than 20 API endpoints and smart contract adapters to power decentralized apps with actionable data.

If you’re searching for the best crypto API for smart contract development, or you need a free crypto API to start testing on testnets, this article is your ultimate resource.

What Is the Token Metrics Crypto API?

The Token Metrics API is an advanced data interface designed for traders, developers, and Web3 builders. It provides access to over 20 endpoints covering everything from:

  • Token prices
  • AI-powered trading signals (bullish/bearish)
  • Trader and Investor Grades (0–100 scoring system)
  • Quant metrics
  • Support and resistance levels
  • Sentiment analysis

Built by a team of quant analysts, machine learning engineers, and crypto-native researchers, the Token Metrics Crypto API brings hedge-fund-grade intelligence into the hands of everyday builders.

Why Use the Token Metrics API with Chainlink Functions?

Chainlink Functions enable smart contracts to securely retrieve off-chain data from any API. By integrating with the Token Metrics Crypto API, you can bridge institutional-grade analytics into fully decentralized apps—something not possible with basic or unreliable data sources.

Here’s why this combo is so powerful:

  • đź”— Chainlink decentralizes your execution
  • đź§  Token Metrics powers your logic with predictive analytics
  • ⚙️ Smart contracts can now act on real market intelligence

This integration enables the creation of intelligent trading bots, dynamic token allocations, and governance proposals backed by hard data—not speculation.

Step-by-Step: How to Integrate Token Metrics API with Chainlink Functions

Let’s walk through how to connect the best crypto API—Token Metrics—with Chainlink Functions to build and deploy a live smart contract.

1. Clone the GitHub Repo

Start by cloning the GitHub repository that contains the full codebase. This includes:

  • A set of ~20 pre-built smart contracts
  • API adapter logic
  • Sample scripts to interact with the contracts
  • A detailed README with setup instructions

Each smart contract is tailored to one Token Metrics API endpoint—meaning you can plug and play any dataset, from prices to sentiment scores.

2. Set Up Your Environment

The README provides a full list of recommended environment variables, including:

  • API_KEY for Token Metrics
  • LINK_TOKEN_ADDRESS
  • CHAINLINK_SUBSCRIPTION_ID
  • ORACLE_ADDRESS

Once your .env is ready, you can start compiling and deploying.

3. Build and Deploy a Sample Trading Bot Smart Contract

In this walkthrough, the developer built a Solidity smart contract that:

  • Pulls live data from Token Metrics (price, signal, grade)
  • Evaluates the signal (e.g., bullish)
  • Executes a buy trade if the signal is positive

The contract is compiled in Remix IDE, connected via MetaMask (on testnet), and deployed using testnet ETH and LINK tokens.

After deployment, you’ll receive a contract address that can be added to your Chainlink subscription.

4. Create a Chainlink Subscription

To fund your contract for data requests:

  1. Go to the Chainlink portal
  2. Create a new subscription (testnet or mainnet)
  3. Fund it with some LINK
  4. Add your deployed smart contract as a consumer

This allows your contract to make external data calls using Chainlink’s decentralized oracle network.

5. Run a Script to Invoke Real-Time Token Metrics Data

Using the provided JavaScript scripts, you can interact with the smart contract and test data flow:

  • Check the bot’s active status
  • Retrieve token price, trading signal, and grade
  • See how the smart contract responds to live market conditions

In the demo, the bot received a bullish signal, saw that the grade was high, and executed a buy trade accordingly. This logic can be expanded into full-scale trading strategies, rebalancing rules, or even on-chain governance triggers.

Why Token Metrics API Is the Best Crypto API for Smart Contracts

Here’s what makes the Token Metrics Crypto API the best crypto API for building advanced, data-driven dApps:

âś… Institutional-Grade Signals

Get access to proprietary AI trading signals, used by hedge funds and institutional desks.

âś… 20+ Endpoints for Every Use Case

Whether you need sentiment data, grades, price trends, or quant models, it’s all there.

âś… Real-Time and Back-Tested

The data is not just live—it’s tested. Token Metrics backtests every signal against market conditions.

âś… Easy to Integrate

Pre-built smart contract adapters make it easy to use the API in Chainlink, Remix, or any EVM-compatible environment.

âś… Free Crypto API Tier Available

Start testing on testnets with a free crypto API key. Upgrade later for full production access.

Real-World Use Cases for Token Metrics + Chainlink Functions

Here are some examples of what you can build using this integration:

  • On-Chain Trading Bots: React to bullish or bearish signals in real time
  • Decentralized Rebalancing Strategies: Adjust token allocations based on trader grades
  • Token Governance: Trigger proposal alerts when sentiment crosses a threshold
  • Risk Management Contracts: Move funds to stablecoins when volatility spikes
  • NFT Floor Price Triggers: Use sentiment and price data for automated mint/pass logic

Final Thoughts: The Future of Crypto Intelligence Is On-Chain

As Web3 matures, the ability to combine decentralized execution with centralized intelligence will define the next generation of dApps. The integration of Token Metrics Crypto API with Chainlink Functions is a major step in that direction.

Developers can now build on-chain applications that make smarter, faster, and more profitable decisions—powered by data that was once out of reach.

Whether you're a DeFi developer, a DAO engineer, or just exploring your first smart contract, this setup gives you a free crypto API to experiment with and the power of the best crypto API when you're ready to scale.

🚀 Ready to Get Started?

  • âś… Get your free Token Metrics API key
  • âś… Clone the GitHub repo and install the smart contracts
  • âś… Join the Token Metrics Dev Telegram community
  • âś… Start building intelligent, AI-powered crypto applications today

Your next-generation crypto trading bot starts here.

Build Smarter Crypto Apps &
AI Agents in Minutes, Not Months
Real-time prices, trading signals, and on-chain insights all from one powerful API.
Grab a Free API Key
Token Metrics Team
Token Metrics Team

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Research

How to Choose the Best Crypto API for Your Project Needs

Token Metrics Team
6
MIN

Building crypto-powered apps, analytical dashboards, or AI trading bots? The backbone of your solution is the API you choose. With dozens of crypto APIs—each promising deep data, speed, and reliability—it’s challenging to determine which is truly best for your development goals. This guide breaks down what to look for in a crypto API, compares leading providers, and offers insights for startups, researchers, and enterprises alike.

What Is a Crypto API? Key Fundamentals

At its core, a crypto API (Application Programming Interface) allows apps, platforms, or AI agents to fetch and interact with real-time or historical blockchain and cryptocurrency data. APIs are the bridge between raw blockchain data and accessible, actionable information such as:

  • Live and historical prices for Bitcoin, Ethereum, and thousands of tokens
  • Trading volumes, liquidity, and order book depth
  • Wallet addresses, balances, and transaction histories
  • On-chain analytics (e.g., token flows, wallet behavior)
  • Market signals and sentiment indicators

Some crypto APIs specialize in data aggregation from exchanges, others in blockchain indexing, and some combine both along with AI-driven insights. Understanding your use case—be it price feeds, portfolio management, compliance, or research—is the first step towards choosing the best fit.

How to Evaluate Crypto APIs: Key Criteria

Not all crypto APIs are created equal. Before integrating one into your stack, consider these critical factors:

  • Data Coverage: Does the API cover all required assets (spot, derivatives, DeFi tokens, NFTs)? Is the data sourced from top exchanges and direct blockchain nodes?
  • Real-Time Speed: For trading or risk management, sub-second data delivery is essential. Check latency and WebSocket support.
  • Historical Depth: Does it offer deep historical price, trade, and on-chain datasets for backtesting or research?
  • Reliability & Uptime: Review the provider’s SLA, downtime history, and incident transparency.
  • Scalability & Rate Limits: Is there throttling for large requests? Do paid tiers allow programmatic access at enterprise scale?
  • Developer Experience: Look for clear docs, SDKs, sample code, and active support channels.
  • Compliance: Especially for wallets and analytics platforms, look for APIs with robust KYC/AML integrations and compliance monitoring.
  • Pricing & Free Tier: Is there a free plan? Are paid tiers transparent and cost-effective as you scale?

Comparing Leading Crypto APIs: Features and Use Cases

Several platforms dominate the crypto API landscape, each with specific strengths. Below is an overview of top contenders, their focus areas, and ideal users:

  • Token Metrics API: Combines real-time prices, advanced trading signals, portfolio analytics, and on-chain intelligence. Applications include AI trading bots, investment dashboards, and research automation platforms.
  • CoinGecko & CoinMarketCap APIs: Widely used for price tracking and market cap data with broad asset coverage. Ideal for charts, tickers, and casual portfolio apps.
  • CryptoCompare API: Deep market data aggregation, including historical tick-level trades; popular in financial research and analytics.
  • Glassnode API: Specialized in on-chain metrics, network activity, wallet behavior, and blockchain health indicators—best for advanced research platforms.
  • Alchemy & Infura: Focused on blockchain node APIs for Ethereum and major chains, catering to dApp, DeFi, and NFT builders needing raw blockchain data instead of market metrics.

Choosing among these providers often depends on your feature needs. For example, if AI or automated decision-making is a focus, APIs that blend price data with AI-powered analytics (like Token Metrics) can deliver an edge in user experience and automation.

Crypto API Use Cases: From AI Agents to Market Analytics

The best crypto API isn’t about “most data”—it’s about empowering your application’s mission. Consider these scenarios:

  • AI Trading Bots: Need ultra-fast, reliable price feeds and actionable trading signals. Advanced APIs may offer predictive models or backtesting endpoints.
  • DeFi Dashboards: Require smooth aggregation of tokens, protocols, and wallet stats across chains for users to see full portfolio health.
  • On-Chain Analytics Platforms: Benefit from direct blockchain indexing, whale monitoring, and network health metrics.
  • Compliance & Forensics: Must access KYC data integrations, transaction tracing, and suspicious activity monitoring.
  • Mobile Apps or Widgets: Favor easy integration, robust documentation, and manageable rate limits for smooth UX.

Emerging AI-powered APIs, exemplified by providers like Token Metrics, now also deliver sentiment analysis, predictive signals, and on-chain behavior analytics useful for both retail and institutional developers.

Selecting and Implementing Your Ideal Crypto API: Best Practices

Narrowing your options comes down to testing—and future-proofing your build:

  1. Test Multiple APIs: Use free keys to compare performance, latency, and error rates in your environment.
  2. Plan for Scale: Consider how the API provider’s pricing, rate limits, and support will adapt as your user base grows.
  3. Prioritize Security: Evaluate authentication, encryption, and documentation for secure API usage.
  4. Monitor Continuously: Even reliable APIs can experience downtime. Use monitoring tools and set up alerts for performance issues.
  5. Explore AI Enhancements: Where possible, integrate APIs with embedded AI or analytics for a smarter, more adaptive user experience.

Ultimately, the “best” crypto API aligns not only with your current requirements but also provides extensibility for tomorrow’s market innovations and compliance standards.

Build Smarter Crypto Apps & AI Agents with Token Metrics

Token Metrics provides real-time prices, trading signals, and on-chain insights all from one powerful API. Grab a Free API Key

Frequently Asked Questions About the Best Crypto APIs

What types of data can I access with a crypto API?

Crypto APIs offer a range of data, including real-time prices, historical charts, trading volumes, blockchain transactions, wallet activity, and often on-chain or sentiment analytics. Some also provide trading signals, DeFi protocol data, or NFT analytics based on their focus.

Are crypto APIs safe to use in production apps?

Reputable API providers use encrypted connections and secure authentication. However, it's essential to follow best practices, such as keeping keys private, monitoring usage, and using robust error handling to ensure security and uptime.

Can I get a free crypto API key for development?

Most leading providers (including Token Metrics, CoinGecko, and CoinMarketCap) offer free API tiers ideal for prototyping or hobby projects, though limits may apply to request rates or data depth. Always review free versus paid feature lists before scaling.

Which crypto API is best for AI trading bots?

APIs that deliver both low-latency price feeds and AI-powered signals—like the Token Metrics API—can enhance the performance and intelligence of AI trading bots. Choose based on the depth of data and analytics you require.

How do I switch between crypto APIs if my needs change?

Abstracting API integration in your codebase (using middleware or SDKs) makes it easier to swap providers if needed. Always review new documentation for compatibility, endpoints, and rate limits when transitioning.

Disclaimer

This article is for informational and educational purposes only. It does not constitute investment advice or an endorsement of any provider or service. Always conduct independent technical and compliance review before integrating any third-party API.

Research

Affordable Real-Time Crypto Price APIs: Your Options Explained

Token Metrics Team
5
MIN

Access to real-time cryptocurrency prices is essential for anyone building apps, research tools, or bots in the crypto space. With countless digital assets and rapid price movements, quality data feeds are in high demand. But is there a free or cheap API that provides real-time crypto prices? In this guide, we break down your options, compare major providers, and explain the trade-offs when looking for budget-friendly API solutions.

Understanding Crypto Price APIs

Crypto price APIs are services that deliver up-to-the-second market data for cryptocurrencies. These APIs aggregate information from exchanges and other sources, normalize data, and provide endpoints that developers or analysts can programmatically access. They fuel:

  • Portfolio trackers
  • Trading bots
  • Research dashboards
  • Accounting and compliance tools
  • AI agents that analyze crypto markets in real time

The quality of a crypto price API comes down to a few core factors: data accuracy, coverage of exchanges and coins, API uptime, update frequency, latency, and—crucially—price.

Free Crypto Price API Options

Several providers offer a limited API tier at no cost, suitable for prototypes, personal projects, or educational use. Here are some notable free API choices:

  • CoinGecko API: Fully free, broad coin and exchange coverage, generous rate limits—good for non-commercial uses. Drawbacks include potential data delays and lack of advanced features.
  • CoinCap API: Also free and covers major assets with basic price and market cap endpoints. Less comprehensive than some paid solutions.
  • Binance API: Fully free for spot prices, order books, and trading pairs on Binance. Limited to Binance's own data, but excellent depth and reliability.
  • CryptoCompare API: Offers a free tier with basic endpoints and limited requests per day. Good for initial prototypes.

These options provide excellent value at zero cost but may be restrictive for commercial apps or high-frequency needs. Free APIs often offer lower rate limits, partial data (vs. real aggregated global prices), and less responsive customer support.

When to Consider Affordable Paid APIs

As requirements grow—think higher update frequency, greater reliability, or advanced analytics—free APIs may fall short. Entry-level paid tiers are designed for startups, indie developers, and small teams that find free plans too limiting, yet don’t require enterprise-level solutions. Typical advantages include:

  • Faster refresh rates (often near real-time, depending on provider)
  • Higher monthly rate limits
  • Expanded endpoint selection (historical prices, technical indicators, derivatives data, etc.)
  • Priority technical support
  • Higher SLA (service-level agreement) guarantees on uptime

Popular affordable options include:

  • CoinMarketCap API: Paid plans start around $29/month, covering hundreds of coins, robust data points, and enhanced refresh speed.
  • Nomics API: Offers reliable market data, with entry plans catering to startups and research projects.
  • Token Metrics API: Combines real-time prices and analytics in a single API designed for smart crypto applications and AI tools, with scalable tiers.
  • CryptoCompare API (paid tiers): Adds more powerful endpoints and better performance over free account.

It's worth evaluating how much "real-time" performance and depth your use case truly requires, as this will inform whether a free, cheap, or more premium tier is necessary.

What to Look for in a Crypto Price API

API selection comes down to both core features and contextual requirements. Consider these checkpoints:

  • Coverage: How many exchanges and coins does the API support?
  • Data Freshness: Is pricing real-time (tick-by-tick), or does it update every few seconds/minutes?
  • Reliability: What uptime and latency can you expect?
  • Rate Limits: Are the free or cheap tiers sufficient for your app’s needs?
  • Support: Is there responsive documentation and technical support?
  • Extra Analytics: Does the API offer expert signals, on-chain data, or AI-enhanced analysis?
  • License and Terms: Are there any non-commercial use restrictions on their free plan, or limits around redistribution?

For rapid prototyping, free APIs are great. For mission-critical apps, especially those requiring AI-powered analytics, a paid solution with more advanced features and support might be essential.

How Developers Use Crypto Price APIs in Practice

Real-time data APIs are integrated in a variety of ways. Developers often:

  • Refresh app dashboards with live crypto prices on demand
  • Feed AI models for portfolio simulations, price anomaly detection, or sentiment analysis
  • Trigger alerts when certain assets cross price thresholds
  • Backtest trading strategies using historical endpoints
  • Aggregate data from multiple sources for added redundancy and confidence

It's critical to match your API choice with your technical stack and performance needs. Fortunately, competitive options mean even budget-constrained projects can access real-time data. Many tools, such as Token Metrics, layer advanced analytics and AI research over raw price feeds, providing more actionable information for users and researchers.

Build Smarter Crypto Apps & AI Agents with Token Metrics

Token Metrics provides real-time prices, trading signals, and on-chain insights all from one powerful API. Grab a Free API Key

Frequently Asked Questions

Which free crypto price API is most reliable?

Among free APIs, CoinGecko and Binance are highly regarded for consistent uptime and comprehensive coverage. Still, their free tiers may have lower priority and reduced guarantees compared to paid options.

What does 'real-time' mean in crypto APIs?

Real-time typically refers to data updates as soon as they become available, with latencies of under a second to a few seconds. Not all "free" APIs deliver true tick-by-tick price feeds due to technical and cost constraints.

Can free APIs be used for commercial projects?

Some free APIs restrict usage to non-commercial applications. Always check provider terms of service before integrating a free API with any monetized product.

How are AI and analytics integrated with price APIs?

Platforms like Token Metrics layer on-chain analytics and AI-powered signals on top of real-time price feeds. This helps advanced users derive deeper insights beyond basic tick data.

What are the main limitations of free crypto APIs?

Limitations typically include lower request limits, delayed data updates, restricted support, and less comprehensive data sets. For higher volume or critical use, a paid tier may be necessary.

Disclaimer

This article is for informational purposes only and does not constitute financial or investment advice. Always conduct your own research and consult relevant legal and compliance guidance before integrating third-party APIs or building crypto-related tools.

Research

Top Free Crypto Trading Bots with Robust APIs for Binance

Token Metrics Team
6
MIN

As cryptocurrency markets operate 24/7, traders increasingly turn to automated bots to help manage trades, execute strategies, or monitor the market around the clock. For those interested in Binance—the world’s largest crypto exchange by volume—the need for a free trading bot with a reliable API is especially high. But what options are available, and how do you choose a tool that balances flexibility, security, and ease of integration?

Crypto trading bots are software programs that automate trading processes using predefined rules and algorithms. They are commonly used to:

  • React instantly to market movements, minimizing latency
  • Apply systematic trading strategies without manual intervention
  • Mitigate emotional trading errors by adhering to algorithms
  • Backtest strategies on historical data before live deployment

On platforms like Binance, where liquidity and trade pairings are vast, bots can help traders (and developers) automate portfolio rebalancing, execute arbitrage, or monitor multiple assets at once—all via API integration for maximum flexibility and speed.

Essential Criteria for a Quality Free Trading Bot

If you are searching for a suitable crypto trading bot, especially one that works with Binance, consider the following technical and practical factors:

  • API Compatibility: Ensure the bot reliably supports Binance’s REST and WebSocket APIs for real-time data and order execution.
  • Open Source vs. Cloud: Open source bots offer transparency and customization, while free cloud-based bots remove the need for self-hosting.
  • Community & Support: A strong developer community and thorough documentation can significantly ease the learning curve.
  • Strategy Flexibility: Look for bots that allow you to program, tweak, or select from a variety of trading strategies.
  • Security: Check the bot’s reputation, update frequency, and how it handles API keys (preferably with read-only/key permissions).
  • Backtesting Capability: Ability to simulate strategies on historical data before risking capital.

Below are several widely used free crypto trading bots known for their API support and Binance compatibility. Each comes with unique strengths, so consider desired features and technical requirements when making a choice.

  1. Freqtrade
    • Type: Open source (Python-based) self-hosted
    • API Support: Native integration with Binance REST API
    • Features: Strategy development, backtesting engine, dry-run/live modes, extensive documentation
    • Notable: Highly customizable; requires Python and basic command-line knowledge
  2. Hummingbot
    • Type: Open source (Python/Cython) self-hosted/hybrid
    • API Support: Direct integration with Binance Spot and Futures APIs
    • Features: Market-making, arbitrage, scriptable strategies, community strategy repository
    • Notable: Used by both retail and professional market makers
  3. CrypTool/3Commas (Free Plans)
    • Type: Cloud-based; limited free-tier usage
    • API Support: Binance API, quick and easy integration
    • Features: Pre-built strategies, user-friendly interface
    • Notable: Usage limits with free tier; evaluate for learning/testing
  4. Zenbot
    • Type: Open source (Node.js)
    • API Support: Supports Binance and other exchanges
    • Features: High-frequency trading, simulation, technical analysis indicators
    • Notable: Less actively maintained but still used in research contexts

Always verify any tool’s latest security reviews, developer updates, and user feedback before connecting API keys to your Binance account.

How APIs Drive Crypto Trading Bot Performance

A trading bot’s effectiveness often hinges on its API reliability and breadth of data. Binance provides a robust API suite, enabling:

  • Market data streaming for order books, trades, and candlestick data
  • Placing/canceling orders programmatically
  • Portfolio balance and trade history retrieval
  • Custom alert/trade logic directly integrated with live account data

Selecting a trading bot with seamless Binance API integration ensures reduced risk of connection errors, faster order execution, and greater strategy flexibility. Whether you are developing your own solutions or relying on prebuilt bots, robust APIs underpin every sophisticated trading or research workflow.

Build Smarter Crypto Apps & AI Agents with Token Metrics

Token Metrics provides real-time prices, trading signals, and on-chain insights all from one powerful API. Grab a Free API Key

Key Considerations for Using Trading Bots Safely

While free trading bots offer learning opportunities, automation, and technical exploration, responsible use is essential:

  • Test in Simulation: Begin with paper trading or demo modes to understand bot logic without real capital risk.
  • API Permissions: Use API keys with the narrowest permissions possible—ideally disabling withdrawal rights entirely.
  • Monitor Regularly: Even the best bots require oversight. Monitor logs, performance, and potential errors.
  • Stay Informed: Keep up with each project’s security advisories, Binance API changes, and user community feedback.
  • Compliance: Understand regulatory obligations and do not use bots for prohibited activities on your exchange or in your jurisdiction.

Finally, supplement your trading research with platforms—like Token Metrics—that leverage AI and data analytics for market insights, helping you identify potential strategies to automate.

Frequently Asked Questions

Is it safe to use free crypto trading bots with Binance?

Safety depends on the bot’s source, reputation, and how you manage your API keys. Opt for open-source or well-reviewed bots, always use keys with limited permissions, and monitor bot activity closely. Never share keys or enable withdrawal access if not strictly required.

Which programming languages are most common for crypto bots?

The most popular free trading bots are written in Python (e.g., Freqtrade, Hummingbot), Node.js (e.g., Zenbot), or a combination of languages. Python is favored for its simplicity and rich scientific libraries.

Can I use a crypto trading bot without coding experience?

Some bots offer user-friendly interfaces with pre-built strategies (e.g., 3Commas, Cryptohopper), but most open-source options require some technical knowledge to set up and customize. Beginners can start with no-code solutions or spend time learning the basics of bot configuration.

How do I connect a trading bot to my Binance account?

Most bots require your Binance API key and secret, which you generate from your Binance account security settings. Copy these keys into the bot’s configuration files or web interface, ensuring you adhere to recommended security practices (key permissions, IP whitelisting, no withdrawal access).

What features should I prioritize in a free trading bot?

Prioritize robust Binance API integration, active community development, good documentation, customizable strategy logic, and support for simulation/backtesting. Security, transparency (open source), and regular updates are also critical for long-term reliability.

Disclaimer

This blog post is for informational and educational purposes only. It does not constitute investment advice, a recommendation, or an endorsement of any trading strategy, product, or service. Cryptocurrency trading involves risk, and readers should conduct independent due diligence and consult relevant professionals before using trading bots or APIs.

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