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Schema: solana.defi Table: ez_lending_withdraws Type: Base Table

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Description

This table captures withdrawal events across Solana DeFi lending protocols including Kamino and MarginFi. Each row represents a single withdrawal transaction where users retrieve their deposited assets along with accrued interest from lending pools. The data includes enriched transaction details with USD pricing, token metadata, and protocol identification, supporting comprehensive analytics on lending market liquidity flows and user exit behavior.

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Key Use Cases

  • Track withdrawal patterns and liquidity outflows from lending protocols
  • Analyze user exit behavior and fund reallocation strategies
  • Monitor protocol liquidity health and withdrawal capacity
  • Study seasonal patterns and market-driven withdrawal trends
  • Calculate realized yields and interest earnings on withdrawals
  • Support liquidity risk assessment and protocol stability analysis

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Important Relationships

  • Related to defi.ez_lending_deposits for analyzing complete deposit-withdraw lifecycle
  • Connects to core.ez_transfers for underlying asset movement verification
  • Links to price.ez_prices_hourly for USD valuation and yield calculations
  • Joins with core.fact_transactions for complete transaction context
  • Related to market stress events that may trigger withdrawal spikes

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Commonly-used Fields

  • block_timestamp: For time-series analysis and withdrawal timing patterns
  • platform, protocol: For protocol-specific liquidity and withdrawal analysis
  • depositor: For user behavior analysis and withdrawal pattern identification
  • token_address, token_symbol: For asset-specific withdrawal demand analysis
  • amount, amount_usd: For withdrawal volume analysis and liquidity flow metrics
  • protocol_market: For market-specific withdrawal rates and capacity tracking

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Columns

Column NameData TypeDescription
PLATFORMTEXTThe name of the lending platform or protocol where the transaction occurred. This identifies the specific DeFi lending service provider.
Data type: STRING Business context: Used to categorize lending activity by platform, analyze platform-specific metrics, and compare lending volumes across different protocols. Analytics use cases: Platform performance analysis, market share tracking, and cross-platform lending behavior studies. Example: ‘kamino’, ‘marginfi v2’ | | PROTOCOL | TEXT | The core protocol name that powers the lending platform. This provides a standardized identifier for the underlying lending technology. Data type: STRING Business context: Used to group related platforms by their underlying protocol technology, enabling analysis of protocol adoption and usage. Analytics use cases: Protocol ecosystem analysis, technology adoption tracking, and protocol performance comparisons. Example: ‘kamino’, ‘marginfi’ | | VERSION | TEXT | The version identifier of the lending protocol being used. This helps track different iterations and upgrades of lending protocols. Data type: STRING Business context: Used to analyze adoption of protocol upgrades, compare performance across versions, and track protocol evolution. Analytics use cases: Version adoption analysis, upgrade impact assessment, and historical protocol development tracking. Example: ‘v1’, ‘v2’ | | BLOCK_TIMESTAMP | TIMESTAMP_NTZ | The timestamp (UTC) at which the block was produced on the Solana blockchain. This field is recorded as a TIMESTAMP data type and represents the precise moment the block was finalized and added to the chain. It is essential for time-series analysis, block production monitoring, and aligning transaction and event data to specific points in time. Used extensively for analytics involving block intervals, network activity trends, and historical lookups. Format: YYYY-MM-DD HH:MI:SS (UTC). | | BLOCK_ID | NUMBER | A unique identifier for the block in which this transaction was included on the Solana blockchain. Typically a sequential integer or hash, depending on the data source. Used to group transactions by block and analyze block-level activity. Example:
  • 123456789
Business Context:
  • Supports block-level analytics, such as block production rate and transaction throughput.
  • Useful for tracing transaction inclusion and block explorer integrations.
Relationships:
  • All transactions with the same ‘block_id’ share the same ‘block_timestamp’. | | TX_ID | TEXT | The unique transaction signature (hash) for each transaction on the Solana blockchain. This field is a base58-encoded string, typically 88 characters in length, and serves as the primary identifier for transactions across all Solana data models. Used to join transaction data with related tables (blocks, events, transfers, logs, decoded instructions) and to trace the full lifecycle and effects of a transaction. Essential for transaction-level analytics, debugging, and cross-referencing with block explorers or Solana APIs.
Example:
  • 5Nf6Q2k6v1Qw2k3v4Qw5Nf6Q2k6v1Qw2k3v4Qw5Nf6Q2k6v1Qw2k3v4Qw5Nf6Q2k6v1Qw2k3v4Qw
Business Context:
  • Enables precise tracking, auditing, and attribution of on-chain activity
  • Used for linking transactions to events, logs, and protocol actions
  • Critical for compliance, monitoring, and analytics workflows | | INDEX | NUMBER | The position of the transfer event within the list of events for a given Solana transaction. Used to order and reference transfers within a transaction. Indexing starts at 0 for the first event.
Data type: Integer Example:
  • 0 (first transfer in the transaction)
  • 2 (third transfer in the transaction)
Business Context:
  • Enables reconstruction of transfer order and analysis of intra-transaction asset movement.
  • Used to join, filter, or segment data for protocol analytics, error tracing, and event sequencing. | | INNER_INDEX | NUMBER | The position of the inner instruction or event within the list of inner instructions for a given Solana transaction. Used to order and reference nested (CPI) instructions. Indexing starts at 0 for the first inner instruction.
Example:
  • 0
  • 2
Business Context:
  • Enables precise identification and ordering of nested program calls (Cross-Program Invocations) within a transaction.
  • Critical for analyzing composability, protocol integrations, and the full execution path of complex transactions. | | PROGRAM_ID | TEXT | The unique public key (base58-encoded address) of a Solana program. This field identifies the on-chain program (smart contract) responsible for processing instructions, emitting events, or managing accounts. Used throughout Solana analytics models—including events, transactions, IDLs, and program activity tables—to join, filter, and analyze program-level data.
Example:
  • “4Nd1mY…”
  • “TokenkegQfeZyiNwAJbNbGKPFXCWuBvf9Ss623VQ5DA”
Business Context:
  • Used as a join key for program activity, deployments, events, and interface changes.
  • Supports segmentation of activity by protocol, DEX, NFT marketplace, or other on-chain application. | | EVENT_TYPE | TEXT | A string categorizing the type of event or instruction, such as ‘transfer’, ‘mint’, ‘burn’, or protocol-specific actions.
Example:
  • ‘transfer’
  • ‘mint’
  • ‘burn’
Business Context:
  • Enables segmentation and filtering of on-chain activity for analytics and dashboards.
  • Used to group and analyze protocol-specific actions and user behaviors.
Relationships:
  • May be derived from decoded instruction data or protocol-specific logic. | | DEPOSITOR | TEXT | The wallet address of the user who is withdrawing their deposited assets from the lending protocol. This represents the lender retrieving their funds and accrued interest.
Data type: STRING (base58 Solana address) Business context: Used to track withdrawal patterns, analyze liquidity provision behavior, and monitor capital flows out of lending protocols. Analytics use cases: Withdrawal behavior analysis, liquidity tracking, and lender activity monitoring. Example: ‘4Nd1mYw4r…’ | | PROTOCOL_MARKET | TEXT | The protocol-specific token or market identifier that represents the lending pool or reserve. This is typically a wrapped version of the underlying asset used by the protocol for accounting. Data type: STRING (base58 Solana address) Business context: Used to identify specific lending markets within protocols, track market-specific metrics, and analyze asset utilization rates. Analytics use cases: Market performance analysis, asset utilization tracking, and protocol-specific lending pool analytics. Example: ‘cETH’, ‘aUSDC’, or protocol-specific market tokens | | TOKEN_ADDRESS | TEXT | Unique address representing a specific token | | TOKEN_SYMBOL | TEXT | The symbol of the token involved in the action (e.g., SOL, USDC, RAY). Used to identify the asset type in analytics and reporting. Data type: String Example:
  • SOL
  • USDC
Business Context:
  • Enables grouping and filtering of transfers by token.
  • Supports analytics on asset flows, protocol usage, and user preferences. | | TOKEN_IS_VERIFIED | BOOLEAN | A flag indicating if the asset has been verified by the Flipside team. | | AMOUNT_RAW | FLOAT | Unadjusted amount of tokens as it appears on-chain before decimal precision adjustments are applied. This preserves the exact on-chain representation of the token amount for precise calculations and verification.
Data type: NUMBER Business context: Used for precise calculations, audit trails, and verification against on-chain data. Essential for maintaining data integrity and performing exact mathematical operations without rounding errors. Analytics use cases: Precision calculations, data validation, audit verification, and exact token accounting for high-value transactions. Example: For 1.5 USDC (6 decimals), amount_raw would be 1500000; for 2.0 SOL (9 decimals), amount_raw would be 2000000000 | | AMOUNT | FLOAT | The amount of the asset transferred in the event. For native SOL, this is decimal adjusted and is not in Lamports. For SPL tokens, this is decimal adjusted according to the token’s mint. Represents the value moved from sender to recipient in a single transfer event. Data type: Numeric (integer for lamports, decimal for tokens) Example:
  • USDC: 50.00 (represents 50 USDC tokens)
Business Context:
  • Used to analyze transaction volumes, user activity, and protocol flows.
  • Supports aggregation of asset movement for analytics and reporting. | | AMOUNT_USD | FLOAT | The USD value of the transferred amount, calculated using the token price at the time of the transfer. This field enables value-based analytics and comparisons across different tokens.
Data type: Numeric (decimal) Example:
  • 123.45 (represents $123.45 USD)
Business Context:
  • Used for tracking transaction volumes, wallet activity, and payment flows in USD terms.
  • Supports analytics on large value transfers, protocol revenue, and user behavior. | | EZ_LENDING_WITHDRAWS_ID | TEXT | A unique, stable identifier for each record in this table. The primary key (PK) ensures that every row is uniquely identifiable and supports efficient joins, lookups, and data integrity across models. The PK may be a natural key (such as a blockchain transaction hash) or a surrogate key generated from one or more fields, depending on the table’s structure and requirements. | | INSERTED_TIMESTAMP | TIMESTAMP_NTZ | | | MODIFIED_TIMESTAMP | TIMESTAMP_NTZ | |