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"model.fsc_evm.price__ez_prices_hourly": {"metadata": {"type": "BASE TABLE", "schema": "PRICE", "name": "EZ_PRICES_HOURLY", "database": "SCROLL", "comment": "## What\n\nThis curated table provides reliable hourly price data for tokens and native assets across EVM blockchains. It combines multiple data sources with quality checks to ensure accurate, consistent pricing for DeFi analytics, portfolio valuations, and historical analysis.\n\n## Key Use Cases\n\n- Calculate USD values for token transfers and transaction amounts\n- Track price volatility and market movements over time\n- Monitor stablecoin depegging events and price stability\n- Analyze native asset price trends across different blockchains\n- Perform portfolio valuations and historical price lookups\n- Create price charts and technical analysis dashboards\n- Assess price data quality and imputation rates\n\n## Important Relationships\n\n- **Join with ez_token_transfers**: Calculate transfer USD values using hourly price snapshots\n- **Join with ez_asset_metadata**: Get token details and verification status\n- **Join with dim_contracts**: Match addresses with contract metadata\n\n## Commonly-used Fields\n\n- `hour`: UTC timestamp truncated to hour for price recording\n- `token_address`: Contract address of the token (NULL for native assets)\n- `symbol`: Token ticker symbol (ETH, USDC, etc.)\n- `price`: USD price of one whole token unit\n- `is_imputed`: Flag indicating forward-filled prices due to missing data\n- `is_native`: Boolean for blockchain native currencies\n- `blockchain`: Network where the asset exists\n\n## Sample Queries\n\n**Token Price Lookup with USD Calculations**\n```sql\n-- Calculate USD value for token transfers\nSELECT \n    t.block_timestamp,\n    t.tx_hash,\n    t.symbol,\n    t.from_address,\n    t.to_address,\n    t.amount,\n    p.price,\n    t.amount * p.price AS usd_value,\n    p.is_imputed\nFROM <blockchain_name>.core.ez_token_transfers t\nJOIN <blockchain_name>.price.ez_prices_hourly p\n    ON t.contract_address = p.token_address\n    AND DATE_TRUNC('hour', t.block_timestamp) = p.hour\nWHERE t.block_timestamp >= CURRENT_DATE - 7\n    AND t.amount > 0\n    AND p.price IS NOT NULL\nORDER BY usd_value DESC\nLIMIT 100;\n```\n\n**Price Volatility Analysis**\n```sql\n-- 24-hour price volatility for major tokens\nWITH price_stats AS (\n    SELECT \n        symbol,\n        token_address,\n        DATE(hour) AS date,\n        MIN(price) AS daily_low,\n        MAX(price) AS daily_high,\n        AVG(price) AS daily_avg,\n        STDDEV(price) AS daily_stddev,\n        (MAX(price) - MIN(price)) / MIN(price) * 100 AS daily_range_pct\n    FROM <blockchain_name>.price.ez_prices_hourly\n    WHERE hour >= CURRENT_DATE - 30\n        AND symbol IN ('WETH', 'USDC', 'USDT', 'WBTC', 'DAI')\n        AND NOT is_imputed\n    GROUP BY 1, 2, 3\n)\nSELECT \n    symbol,\n    AVG(daily_range_pct) AS avg_daily_volatility,\n    MAX(daily_range_pct) AS max_daily_volatility,\n    AVG(daily_stddev / daily_avg) * 100 AS avg_cv_pct\nFROM price_stats\nGROUP BY 1\nORDER BY 2 DESC;\n```\n\n**Native Asset Price Tracking**\n```sql\n-- Track native asset prices across chains\nSELECT \n    blockchain,\n    symbol,\n    hour,\n    price,\n    price / LAG(price, 24) OVER (PARTITION BY blockchain ORDER BY hour) - 1 AS change_24h,\n    price / LAG(price, 168) OVER (PARTITION BY blockchain ORDER BY hour) - 1 AS change_7d\nFROM <blockchain_name>.price.ez_prices_hourly\nWHERE is_native = TRUE\n    AND hour >= CURRENT_DATE - 8\n    AND hour = DATE_TRUNC('hour', CURRENT_TIMESTAMP) - INTERVAL '1 hour'\nORDER BY blockchain;\n```\n\n**Stablecoin Peg Monitoring**\n```sql\n-- Monitor stablecoin deviations from [$]1\nSELECT \n    symbol,\n    hour,\n    price,\n    ABS(price - 1.0) AS deviation,\n    CASE \n        WHEN ABS(price - 1.0) > 0.05 THEN 'Severe Depeg'\n        WHEN ABS(price - 1.0) > 0.01 THEN 'Mild Depeg'\n        ELSE 'Stable'\n    END AS peg_status\nFROM <blockchain_name>.price.ez_prices_hourly\nWHERE symbol IN ('USDC', 'USDT', 'DAI', 'BUSD', 'FRAX', 'LUSD')\n    AND hour >= CURRENT_DATE - 7\n    AND ABS(price - 1.0) > 0.005\nORDER BY hour DESC, deviation DESC;\n```\n\n**Price Data Quality Check**\n```sql\n-- Analyze price data completeness and imputation rates\nSELECT \n    symbol,\n    COUNT(*) AS total_hours,\n    SUM(CASE WHEN is_imputed THEN 1 ELSE 0 END) AS imputed_hours,\n    ROUND(100.0 * SUM(CASE WHEN is_imputed THEN 1 ELSE 0 END) / COUNT(*), 2) AS imputation_rate,\n    MIN(hour) AS first_price,\n    MAX(hour) AS last_price,\n    COUNT(DISTINCT DATE(hour)) AS days_with_data\nFROM <blockchain_name>.price.ez_prices_hourly\nWHERE hour >= CURRENT_DATE - 30\nGROUP BY 1\nHAVING COUNT(*) > 100\nORDER BY imputation_rate DESC;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"HOUR": {"type": "TIMESTAMP_NTZ", "index": 1, "name": "HOUR", "comment": "UTC timestamp truncated to the hour for price recording. Used for joining with hourly transaction data.\n\nExample: '2024-01-15 14:00:00.000'"}, "TOKEN_ADDRESS": {"type": "TEXT", "index": 2, "name": "TOKEN_ADDRESS", "comment": "Contract address of the token on the blockchain. NULL for native assets (ETH, AVAX, etc.).\n\nExample: '0xa0b86a33e6776a1e7f9f0b8b8b8b8b8b8b8b8b8b'"}, "SYMBOL": {"type": "TEXT", "index": 3, "name": "SYMBOL", "comment": "Token ticker symbol as commonly recognized. Usually 3-5 uppercase characters.\n\nExample: 'WETH'"}, "NAME": {"type": "TEXT", "index": 4, "name": "NAME", "comment": ""}, "DECIMALS": {"type": "NUMBER", "index": 5, "name": "DECIMALS", "comment": "Number of decimal places for the token. Most ERC-20 tokens use 18 decimals, USDC/USDT use 6, WBTC uses 8.\n\nExample: 18"}, "PRICE": {"type": "FLOAT", "index": 6, "name": "PRICE", "comment": "USD price of one whole token unit at the recorded hour.\n\nExample: 3000.50"}, "BLOCKCHAIN": {"type": "TEXT", "index": 7, "name": "BLOCKCHAIN", "comment": "The blockchain network where the asset exists. Lowercase by convention.\n\nExample: 'ethereum'"}, "IS_NATIVE": {"type": "BOOLEAN", "index": 8, "name": "IS_NATIVE", "comment": "Boolean indicating if the asset is the blockchain's native currency. TRUE for ETH on Ethereum, AVAX on Avalanche, etc.\n\nExample: true"}, "IS_IMPUTED": {"type": "BOOLEAN", "index": 9, "name": "IS_IMPUTED", "comment": "Boolean flag indicating if the price was forward-filled due to missing data. TRUE means price carried forward from last known value.\n\nExample: false"}, "IS_DEPRECATED": {"type": "BOOLEAN", "index": 10, "name": "IS_DEPRECATED", "comment": "Flag indicating if the asset is no longer actively supported. TRUE for deprecated assets that may have stale prices.\n\nExample: false"}, "IS_VERIFIED": {"type": "BOOLEAN", "index": 11, "name": "IS_VERIFIED", "comment": "Boolean indicating Flipside team verification of the asset. TRUE for manually verified assets with validated metadata.\n\nExample: true"}, "EZ_PRICES_HOURLY_ID": {"type": "TEXT", "index": 12, "name": "EZ_PRICES_HOURLY_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 13, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 14, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"clustering_key": {"id": "clustering_key", "label": "Clustering Key", "value": "LINEAR(hour::DATE)", "include": true, "description": "The key used to cluster this table"}, "last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 13:59UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 19798016, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 637469, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.fsc_evm.price__ez_prices_hourly"}, "test.fsc_evm.find_missing_decoded_logs_test_gold__ez_decoded_event_logs_recent_ref_test_gold__fact_event_logs_recent_.995b3759d0": {"metadata": {"type": "BASE TABLE", "schema": "FIND_MISSING_DECODED_LOGS_TEST_GOLD", "name": "EZ_DECODED_EVENT_LOGS_RECENT_REF_TEST_GOLD", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": null}, "FACT_EVENT_LOGS_ID": {"type": "TEXT", "index": 2, "name": "FACT_EVENT_LOGS_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 12:37UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.find_missing_decoded_logs_test_gold__ez_decoded_event_logs_recent_ref_test_gold__fact_event_logs_recent_.995b3759d0"}, "test.fsc_evm.not_null_test_silver__confirm_blocks_full_CONFIRM_BLOCKS_ID.6dbbf2334b": {"metadata": {"type": "BASE TABLE", "schema": "NOT_NULL_TEST_SILVER", "name": "CONFIRM_BLOCKS_FULL_CONFIRM_BLOCKS_ID", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": null}, "PARTITION_KEY": {"type": "NUMBER", "index": 2, "name": "PARTITION_KEY", "comment": null}, "BLOCK_JSON": {"type": "VARIANT", "index": 3, "name": "BLOCK_JSON", "comment": null}, "BLOCK_HASH": {"type": "TEXT", "index": 4, "name": "BLOCK_HASH", "comment": null}, "TX_HASH": {"type": "TEXT", "index": 5, "name": "TX_HASH", "comment": null}, "_INSERTED_TIMESTAMP": {"type": "TIMESTAMP_LTZ", "index": 6, "name": "_INSERTED_TIMESTAMP", "comment": null}, "CONFIRM_BLOCKS_ID": {"type": "TEXT", "index": 7, "name": "CONFIRM_BLOCKS_ID", "comment": null}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 8, "name": "INSERTED_TIMESTAMP", "comment": null}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 9, "name": "MODIFIED_TIMESTAMP", "comment": null}, "_INVOCATION_ID": {"type": "TEXT", "index": 10, "name": "_INVOCATION_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-07-28 07:14UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.not_null_test_silver__confirm_blocks_full_CONFIRM_BLOCKS_ID.6dbbf2334b"}, "test.fsc_evm.not_null_silver__complete_native_prices_BLOCKCHAIN.3557f90197": {"metadata": {"type": "BASE TABLE", "schema": "NOT_NULL_SILVER", "name": "COMPLETE_NATIVE_PRICES_BLOCKCHAIN", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"HOUR": {"type": "TIMESTAMP_NTZ", "index": 1, "name": "HOUR", "comment": null}, "ASSET_ID": {"type": "TEXT", "index": 2, "name": "ASSET_ID", "comment": null}, "SYMBOL": {"type": "TEXT", "index": 3, "name": "SYMBOL", "comment": null}, "NAME": {"type": "TEXT", "index": 4, "name": "NAME", "comment": null}, "DECIMALS": {"type": "NUMBER", "index": 5, "name": "DECIMALS", "comment": null}, "PRICE": {"type": "FLOAT", "index": 6, "name": "PRICE", "comment": null}, "BLOCKCHAIN": {"type": "TEXT", "index": 7, "name": "BLOCKCHAIN", "comment": null}, "IS_IMPUTED": {"type": "BOOLEAN", "index": 8, "name": "IS_IMPUTED", "comment": null}, "IS_DEPRECATED": {"type": "BOOLEAN", "index": 9, "name": "IS_DEPRECATED", "comment": null}, "PROVIDER": {"type": "TEXT", "index": 10, "name": "PROVIDER", "comment": null}, "SOURCE": {"type": "TEXT", "index": 11, "name": "SOURCE", "comment": null}, "_INSERTED_TIMESTAMP": {"type": "TIMESTAMP_LTZ", "index": 12, "name": "_INSERTED_TIMESTAMP", "comment": null}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 13, "name": "INSERTED_TIMESTAMP", "comment": null}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 14, "name": "MODIFIED_TIMESTAMP", "comment": null}, "COMPLETE_NATIVE_PRICES_ID": {"type": "TEXT", "index": 15, "name": "COMPLETE_NATIVE_PRICES_ID", "comment": null}, "_INVOCATION_ID": {"type": "TEXT", "index": 16, "name": "_INVOCATION_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 09:35UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.not_null_silver__complete_native_prices_BLOCKCHAIN.3557f90197"}, "model.fsc_evm.core__dim_contracts": {"metadata": {"type": "BASE TABLE", "schema": "CORE", "name": "DIM_CONTRACTS", "database": "SCROLL", "comment": "## What\n\nThis table provides comprehensive metadata for all smart contracts deployed on EVM blockchains. It includes contract names, symbols, decimals, and deployment details read directly from the blockchain.\n\n## Key Use Cases\n\n- Identifying contracts by name, symbol, or address\n- Understanding token properties (decimals, symbols)\n- Tracking contract deployment patterns and trends\n- Finding contracts deployed by specific factories or deployers\n- Filtering protocol-specific data across other tables\n\n## Important Relationships\n\n- **Join with fact_transactions**: Use `address = to_address` for contract interactions\n- **Join with fact_event_logs**: Use `address = contract_address` for contract events\n- **Join with ez_token_transfers**: Use `address = contract_address` for token movements\n\n## Commonly-used Fields\n\n- `address`: The deployed contract's blockchain address (lowercase)\n- `name`: Human-readable contract name from the name() function\n- `symbol`: Token/contract symbol from the symbol() function\n- `decimals`: Number of decimal places for token amounts\n- `creator_address`: Address that deployed this contract\n- `created_block_timestamp`: When the contract was created\n\n## Sample queries\n\n**Find All Uniswap V3 Pool Contracts**\n\n```sql\nSELECT \n    address,\n    name,\n    created_block_number,\n    created_block_timestamp,\n    creator_address\nFROM <blockchain_name>.core.dim_contracts\nWHERE creator_address = LOWER('0x1F98431c8aD98523631AE4a59f267346ea31F984') -- Uniswap V3 Factory\nORDER BY created_block_number DESC\nLIMIT 100;\n```\n\n**Analyze Contract Deployment Trends**\n\n```sql\nSELECT \n    DATE_TRUNC('week', created_block_timestamp) AS week,\n    COUNT(*) AS contracts_deployed,\n    COUNT(DISTINCT creator_address) AS unique_deployers\nFROM <blockchain_name>.core.dim_contracts\nWHERE created_block_timestamp >= CURRENT_DATE - 90\nGROUP BY 1, 2\nORDER BY 1 DESC, 3 DESC;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"ADDRESS": {"type": "TEXT", "index": 1, "name": "ADDRESS", "comment": "Unique identifier - the deployed contract's blockchain address.\n\nExample: '0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48'"}, "SYMBOL": {"type": "TEXT", "index": 2, "name": "SYMBOL", "comment": "Token/contract symbol from the symbol() function.\n\nExample: 'USDC'"}, "NAME": {"type": "TEXT", "index": 3, "name": "NAME", "comment": "Human-readable contract name from the name() function.\n\nExample: 'USD Coin'"}, "DECIMALS": {"type": "NUMBER", "index": 4, "name": "DECIMALS", "comment": "Number of decimal places for token amounts, read directly from the contract code.\n\nExample: 6"}, "CREATED_BLOCK_NUMBER": {"type": "NUMBER", "index": 5, "name": "CREATED_BLOCK_NUMBER", "comment": "Block number when contract was created.\n\nExample: 17500000"}, "CREATED_BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 6, "name": "CREATED_BLOCK_TIMESTAMP", "comment": "Timestamp when contract was created.\n\nExample: 2023-06-15 14:30:00.000"}, "CREATED_TX_HASH": {"type": "TEXT", "index": 7, "name": "CREATED_TX_HASH", "comment": "Transaction hash of the contract deployment.\n\nExample: '0x4f01db1f857e711af502ad6fa8b5b3ccd9e36b5f8c8a7b2c1d3e4f5a6b7c8d9e'"}, "CREATOR_ADDRESS": {"type": "TEXT", "index": 8, "name": "CREATOR_ADDRESS", "comment": "Address that deployed this contract (transaction from_address).\n\nExample: '0x95ba4cf87d6723ad9c0db21737d862be80e93911'"}, "DIM_CONTRACTS_ID": {"type": "TEXT", "index": 9, "name": "DIM_CONTRACTS_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 10, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 11, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 14:01UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 355497472, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 3418052, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": 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"test.fsc_evm.dbt_expectations_expect_row_values_to_have_recent_data_test_silver__blocks_recent__INSERTED_TIMESTAMP__hour__2.fb61245227"}, "test.fsc_evm.dbt_expectations_expect_column_values_to_be_in_type_list_test_silver__created_contracts_full__INSERTED_TIMESTAMP__TIMESTAMP_NTZ__TIMESTAMP_LTZ.8c87acbb48": {"metadata": {"type": "BASE TABLE", "schema": "DBT_EXPECTATIONS_EXPECT_COLUMN_VALUES_TO_BE_IN_TYPE_LIST_TEST_SILVER", "name": "CREATED_CONTRACTS_FULL", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"RELATION_COLUMN": {"type": "TEXT", "index": 1, "name": "RELATION_COLUMN", "comment": null}, "RELATION_COLUMN_TYPE": {"type": "TEXT", "index": 2, "name": "RELATION_COLUMN_TYPE", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-07-28 07:04UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_column_values_to_be_in_type_list_test_silver__created_contracts_full__INSERTED_TIMESTAMP__TIMESTAMP_NTZ__TIMESTAMP_LTZ.8c87acbb48"}, "model.fsc_evm.nft__ez_nft_transfers": {"metadata": {"type": "BASE TABLE", "schema": "NFT", "name": "EZ_NFT_TRANSFERS", "database": "SCROLL", "comment": "## What\n\nThis table contains all NFT transfer events for ERC-721 and ERC-1155 tokens on EVM blockchains. It provides a comprehensive view of NFT movements including transfers, mints, and burns, with enriched metadata for easier analysis.\n\n## Key Use Cases\n\n- Track daily NFT activity and transfer volume across collections\n- Analyze NFT minting patterns and mint timing\n- Identify popular collections by transfer activity\n- Monitor wallet NFT accumulation and trading behavior\n- Analyze ERC-1155 batch transfer patterns\n- Track current NFT holders and ownership changes\n- Detect burns and unusual transfer patterns\n\n## Important Relationships\n\n- **Join with ez_nft_sales**: Use `tx_hash` to match with sales but note that a single transaction can contain multiple sales. Do not use `event_index` to match as the `event_index` in ez_nft_transfers represent the `event_index` of the transfer and not the sale\n- **Join with dim_nft_collection_metadata**: This is only for the Ethereum blockchain. Use `contract_address` and `token_id` for metadata like traits, token id name and token id description\n- **Join with fact_transactions**: Use `tx_hash` for transaction context\n\n## Commonly-used Fields\n\n- `contract_address`: NFT collection contract address\n- `token_id`: Unique identifier of the specific NFT\n- `from_address` / `to_address`: Transfer participants (0x0 for mint/burn)\n- `is_mint`: Boolean flag for minting events\n- `token_standard`: NFT standard (erc721, erc1155, cryptopunks, legacy)\n- `nft_quantity`: Number of tokens transferred (always 1 for ERC-721)\n- `token_transfer_type`: Specific event type emitted\n\n## Sample Queries\n\n**Daily NFT Activity Overview**\n```sql\nSELECT \n    DATE_TRUNC('day', block_timestamp) AS day,\n    COUNT(*) AS total_transfers,\n    COUNT(DISTINCT contract_address) AS unique_collections,\n    COUNT(DISTINCT CASE WHEN is_mint THEN tx_hash END) AS mint_count,\n    COUNT(DISTINCT from_address) AS unique_senders,\n    COUNT(DISTINCT to_address) AS unique_receivers,\n    SUM(IFF(token_standard = 'erc721', 1 , 0)) as erc721_transfer_count,\n    SUM(IFF(token_standard = 'erc1155', 1 , 0)) as erc1155_transfer_count\nFROM <blockchain_name>.nft.ez_nft_transfers\nWHERE block_timestamp >= CURRENT_DATE - 30\nGROUP BY 1\nORDER BY 1 DESC;\n```\n\n**Popular NFT Collections by Transfer Volume**\n```sql\nSELECT \n    contract_address,\n    name,\n    COUNT(*) AS transfer_count,\n    COUNT(DISTINCT token_id) AS unique_tokens,\n    COUNT(DISTINCT from_address) AS unique_senders,\n    COUNT(DISTINCT to_address) AS unique_receivers,\n    SUM(CASE WHEN is_mint THEN 1 ELSE 0 END) AS mints,\n    SUM(CASE WHEN to_address = '0x0000000000000000000000000000000000000000' THEN 1 ELSE 0 END) AS burns\nFROM <blockchain_name>.nft.ez_nft_transfers\nWHERE block_timestamp >= CURRENT_DATE - 7\n    AND name IS NOT NULL \nGROUP BY 1, 2\nORDER BY 3 DESC\nLIMIT 50;\n```\n\n**NFT Minting Analysis**\n```sql\nSELECT \n    contract_address,\n    name,\n    DATE_TRUNC('hour', block_timestamp) AS mint_hour,\n    COUNT(*) AS mint_count,\n    COUNT(DISTINCT to_address) AS unique_minters,\n    COUNT(DISTINCT token_id) as unique_token_id_count \nFROM <blockchain_name>.nft.ez_nft_transfers\nWHERE is_mint = TRUE\n    AND block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2, 3\nORDER BY 4 DESC;\n```\n\n**Wallet NFT Activity**\n```sql\nWITH wallet_activity AS (\n    SELECT \n        address,\n        SUM(received) AS nfts_received,\n        SUM(sent) AS nfts_sent,\n        SUM(received) - SUM(sent) AS net_change,\n        COUNT(DISTINCT contract_address) AS collections_interacted\n    FROM (\n        SELECT to_address AS address, COUNT(*) AS received, 0 AS sent, contract_address\n        FROM <blockchain_name>.nft.ez_nft_transfers\n        WHERE block_timestamp >= CURRENT_DATE - 30\n            AND to_address != '0x0000000000000000000000000000000000000000'\n        GROUP BY 1, 4\n        \n        UNION ALL\n        \n        SELECT from_address AS address, 0 AS received, COUNT(*) AS sent, contract_address\n        FROM <blockchain_name>.nft.ez_nft_transfers\n        WHERE block_timestamp >= CURRENT_DATE - 30\n            AND from_address != '0x0000000000000000000000000000000000000000'\n        GROUP BY 1, 4\n    )\n    GROUP BY 1\n)\nSELECT * FROM wallet_activity\nWHERE collections_interacted > 5\nORDER BY net_change DESC\nLIMIT 100;\n```\n\n**ERC-1155 Single and Batch Transfer Analysis**\n```sql\nSELECT \n    contract_address,\n    name,\n    token_transfer_type, \n    COUNT(*) AS transfer_count \nFROM <blockchain_name>.nft.ez_nft_transfers\nWHERE block_timestamp >= CURRENT_DATE - 7\n    AND token_transfer_type in (\n        'erc1155_TransferSingle',\n        'erc1155_TransferBatch'\n        )\nGROUP BY 1, 2, 3\nORDER BY 4 DESC;\n```\n\n**Latest holders for a given ERC-721 collection**\n```sql\nSELECT \n    to_address,\n    contract_address,\n    token_id \nFROM <blockchain_name>.nft.ez_nft_transfers\nWHERE contract_address = '0xbd3531da5cf5857e7cfaa92426877b022e612cf8'\nQUALIFY ROW_NUMBER() OVER (PARTITION BY contract_address, token_id ORDER BY block_number DESC, event_index DESC) =1;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": "Sequential counter representing the position of a block in the blockchain since genesis (block 0).\n\n**Key Facts**:\n- Immutable once finalized\n- Primary ordering mechanism for blockchain data\n- Increments by 1 for each new block\n- Used as a proxy for time in many analyses\n\n**Usage in Queries**:\n```sql\n-- Recent data\nWHERE block_number >= (SELECT MAX(block_number) - 1000 FROM fact_blocks)\n\n-- Historical analysis\nWHERE block_number BETWEEN 15000000 AND 16000000\n\n-- Join across tables\nJOIN <blockchain_name>.core.fact_event_logs USING (block_number)\n```\n\n**Important**: Block numbers are chain-specific. Block 15000000 on Ethereum \u2260 block 15000000 on Polygon."}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": "UTC timestamp when the block was produced by validators/miners.\n\n**Format**: TIMESTAMP_NTZ (no timezone)\n**Precision**: Second-level accuracy\n**Reliability**:\n- Set by block producer\n- Can have minor variations (\u00b115 seconds)\n- Always increasing (newer blocks = later timestamps)\n\n**Best Practices**:\n```sql\n-- Time-based filtering (most efficient)\nWHERE block_timestamp >= DATEADD('day', -7, CURRENT_TIMESTAMP)\n\n-- Hourly aggregations\nDATE_TRUNC('hour', block_timestamp) AS hour\n\n-- UTC date extraction\nDATE(block_timestamp) AS block_date\n```\n\n**Note**: Use for time-series analysis, but be aware that block production rates vary by chain."}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": "Unique 66-character identifier for the transaction.\n\n**Format**: 0x + 64 hexadecimal characters\n\n**Usage**:\n- Primary key for transaction lookups\n- Join key for traces, logs, and token transfers\n- Immutable once confirmed\n\n**Example**: `0x5c504ed432cb51138bcf09aa5e8a410dd4a1e204ef84bfed1be16dfba1b22060`"}, "TX_POSITION": {"type": "NUMBER", "index": 4, "name": "TX_POSITION", "comment": "Zero-indexed position of transaction within its block.\n\n**Insights**:\n- Position 0: First transaction in block\n- MEV bots often target early positions\n- Bundle transactions appear consecutively\n- Useful for analyzing transaction ordering"}, "EVENT_INDEX": {"type": "NUMBER", "index": 5, "name": "EVENT_INDEX", "comment": "Zero-based sequential position of the event within a transaction's execution.\n\n**Key Facts**:\n- Starts at 0 for first event\n- Increments across all contracts in transaction\n- Preserves execution order\n- Essential for deterministic event ordering\n\n**Usage Example**:\n```sql\n-- Trace event execution flow\nSELECT \n    event_index,\n    contract_address,\n    topic_0,\n    SUBSTRING(data, 1, 10) AS data_preview\nFROM <blockchain_name>.core.fact_event_logs\nWHERE tx_hash = '0xabc...'\nORDER BY event_index;\n```"}, "INTRA_EVENT_INDEX": {"type": "NUMBER", "index": 6, "name": "INTRA_EVENT_INDEX", "comment": "Position within a batch transfer event, primarily for ERC-1155. Always starts with 1 for single transfers.\n\nExample: 1"}, "TOKEN_TRANSFER_TYPE": {"type": "TEXT", "index": 7, "name": "TOKEN_TRANSFER_TYPE", "comment": "The specific event type emitted by the contract. Values include 'erc721_Transfer', 'erc1155_TransferSingle', 'erc1155_TransferBatch', etc.\n\nExample: 'erc721_Transfer'"}, "IS_MINT": {"type": "BOOLEAN", "index": 8, "name": "IS_MINT", "comment": "Boolean flag indicating if this transfer is a minting event (from address is 0x0).\n\nExample: true"}, "FROM_ADDRESS": {"type": "TEXT", "index": 9, "name": "FROM_ADDRESS", "comment": "The address sending/transferring the NFT. Special value of '0x0000000000000000000000000000000000000000' indicates minting event.\n\nExample: '0x1234567890123456789012345678901234567890'"}, "TO_ADDRESS": {"type": "TEXT", "index": 10, "name": "TO_ADDRESS", "comment": "The address receiving the NFT. Special value of '0x0000000000000000000000000000000000000000' indicates burning event.\n\nExample: '0x1234567890123456789012345678901234567890'"}, "CONTRACT_ADDRESS": {"type": "TEXT", "index": 11, "name": "CONTRACT_ADDRESS", "comment": "The address of the contract that emitted the NFT transfer event.\n\nExample: '0xbc4ca0eda7647a8ab7c2061c2e118a18a936f13d'"}, "TOKEN_ID": {"type": "TEXT", "index": 12, "name": "TOKEN_ID", "comment": "The unique identifier for a specific NFT within a collection. String format to handle various token_id formats.\n\nExample: '1234'"}, "QUANTITY": {"type": "TEXT", "index": 13, "name": "QUANTITY", "comment": "The number of NFTs transferred for this specific token_id. Always 1 for ERC-721, can be more for ERC-1155.\n\nExample: 1"}, "TOKEN_STANDARD": {"type": "TEXT", "index": 14, "name": "TOKEN_STANDARD", "comment": "The standard of the NFT. Values include 'erc721', 'erc1155', 'cryptopunks', and 'legacy'.\n\nExample: 'erc721'"}, "NAME": {"type": "TEXT", "index": 15, "name": "NAME", "comment": "The name of the NFT collection. For Ethereum only, join with nft.dim_nft_collection_metadata for token-level details.\n\nExample: 'Bored Ape Yacht Club'"}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 16, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": "Function signature (first 4 bytes) of the called method.\n\n**Format**: 0x + 8 hex characters\n\n**Common Signatures**:\n- 0xa9059cbb: transfer(address,uint256)\n- 0x095ea7b3: approve(address,uint256)\n- 0x23b872dd: transferFrom(address,address,uint256)\n\n**Note**: NULL for simple transfers or invalid calls"}, "ORIGIN_FROM_ADDRESS": {"type": "TEXT", "index": 17, "name": "ORIGIN_FROM_ADDRESS", "comment": "The externally-owned account (EOA) or contract address that initiated the transaction.\n\n**Key Points**:\n- Always 42 characters (0x + 40 hex chars)\n- Lowercase normalized in all tables\n- Cannot be NULL for valid transactions\n- For contract creation: sender of creation transaction\n\n**Common Patterns**:\n- EOA \u2192 EOA: Simple transfer\n- EOA \u2192 Contract: User interaction\n- Contract \u2192 Contract: Internal calls (see fact_traces)\n- Known addresses: Exchange hot wallets, protocol deployers\n\n**Query Examples**:\n```sql\n-- User activity analysis\nSELECT from_address, COUNT(*) as tx_count\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 30\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- New user detection\nSELECT DISTINCT from_address\nFROM <blockchain_name>.core.fact_transactions t1\nWHERE NOT EXISTS (\n    SELECT 1 FROM <blockchain_name>.core.fact_transactions t2 \n    WHERE t2.from_address = t1.from_address \n    AND t2.block_number < t1.block_number\n);\n```"}, "ORIGIN_TO_ADDRESS": {"type": "TEXT", "index": 18, "name": "ORIGIN_TO_ADDRESS", "comment": "The destination address for the transaction - either an EOA or contract address.\n\n**Special Cases**:\n- NULL: Contract creation transaction\n- Contract address: Interacting with smart contract\n- EOA address: Simple transfer or receiving funds\n\n**Important Patterns**:\n```sql\n-- Contract deployments\nWHERE to_address IS NULL\n\n-- Popular contracts\nSELECT to_address, COUNT(*) as interactions\nFROM <blockchain_name>.core.fact_transactions\nWHERE to_address IS NOT NULL\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- Direct transfers only\nWHERE to_address NOT IN (SELECT address FROM dim_contracts)\n```\n\n**Note**: For token transfers, this is the token contract, not the recipient. See ez_token_transfers tables for recipient."}, "EZ_NFT_TRANSFERS_ID": {"type": "TEXT", "index": 19, "name": "EZ_NFT_TRANSFERS_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 20, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 21, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"clustering_key": {"id": "clustering_key", "label": "Clustering Key", "value": "LINEAR(block_timestamp::DATE)", "include": true, "description": "The key used to cluster this table"}, "last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 14:01UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 1496208384, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 16589439, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.fsc_evm.nft__ez_nft_transfers"}, "test.fsc_evm.dbt_expectations_expect_row_values_to_have_recent_data_silver_stats__core_metrics_hourly__INSERTED_TIMESTAMP__day__1.874a5937d5": {"metadata": {"type": "BASE TABLE", "schema": "DBT_EXPECTATIONS_EXPECT_ROW_VALUES_TO_HAVE_RECENT_DATA_SILVER_STATS", "name": "CORE_METRICS_HOURLY", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"MAX_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 1, "name": "MAX_TIMESTAMP", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 09:34UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_row_values_to_have_recent_data_silver_stats__core_metrics_hourly__INSERTED_TIMESTAMP__day__1.874a5937d5"}, "test.fsc_evm.dbt_utils_unique_combination_of_columns_admin__fact_variables_FACT_VARIABLES_ID.28a6685d8c": {"metadata": {"type": "BASE TABLE", "schema": "DBT_UTILS_UNIQUE_COMBINATION_OF_COLUMNS_ADMIN", "name": "FACT_VARIABLES_FACT_VARIABLES_ID", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"FACT_VARIABLES_ID": {"type": "TEXT", "index": 1, "name": "FACT_VARIABLES_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 09:34UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_utils_unique_combination_of_columns_admin__fact_variables_FACT_VARIABLES_ID.28a6685d8c"}, "test.fsc_evm.dbt_expectations_expect_column_values_to_be_in_type_list_test_gold__fact_blocks_full_DIFFICULTY__NUMBER__FLOAT.4197d7bd8c": {"metadata": {"type": "BASE TABLE", "schema": "DBT_EXPECTATIONS_EXPECT_COLUMN_VALUES_TO_BE_IN_TYPE_LIST_TEST_GOLD", "name": "FACT_BLOCKS_FULL_DIFFICULTY", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"RELATION_COLUMN": {"type": "TEXT", "index": 1, "name": "RELATION_COLUMN", "comment": null}, "RELATION_COLUMN_TYPE": {"type": "TEXT", "index": 2, "name": "RELATION_COLUMN_TYPE", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-07-28 07:04UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_column_values_to_be_in_type_list_test_gold__fact_blocks_full_DIFFICULTY__NUMBER__FLOAT.4197d7bd8c"}, "test.fsc_evm.dbt_utils_unique_combination_of_columns_test_silver__complete_event_abis_full_PARENT_CONTRACT_ADDRESS__EVENT_SIGNATURE__START_BLOCK.81837f99b9": {"metadata": {"type": "BASE TABLE", "schema": "DBT_UTILS_UNIQUE_COMBINATION_OF_COLUMNS_TEST_SILVER", "name": "COMPLETE_EVENT_ABIS_FULL_PARENT_CONTRACT_ADDRESS", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"PARENT_CONTRACT_ADDRESS": {"type": "TEXT", "index": 1, "name": "PARENT_CONTRACT_ADDRESS", "comment": null}, "EVENT_SIGNATURE": {"type": "TEXT", "index": 2, "name": "EVENT_SIGNATURE", "comment": null}, "START_BLOCK": {"type": "NUMBER", "index": 3, "name": "START_BLOCK", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-07-28 07:06UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_utils_unique_combination_of_columns_test_silver__complete_event_abis_full_PARENT_CONTRACT_ADDRESS__EVENT_SIGNATURE__START_BLOCK.81837f99b9"}, "test.fsc_evm.dbt_expectations_expect_column_values_to_be_in_type_list_silver__labels_LABEL_SUBTYPE__STRING__VARCHAR.c6eb320168": {"metadata": {"type": "BASE TABLE", "schema": "DBT_EXPECTATIONS_EXPECT_COLUMN_VALUES_TO_BE_IN_TYPE_LIST_SILVER", "name": "LABELS_LABEL_SUBTYPE", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"RELATION_COLUMN": {"type": "TEXT", "index": 1, "name": "RELATION_COLUMN", "comment": null}, "RELATION_COLUMN_TYPE": {"type": "TEXT", "index": 2, "name": "RELATION_COLUMN_TYPE", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 09:34UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_column_values_to_be_in_type_list_silver__labels_LABEL_SUBTYPE__STRING__VARCHAR.c6eb320168"}, "test.fsc_evm.dbt_expectations_expect_row_values_to_have_recent_data_test_silver__transactions_recent__INSERTED_TIMESTAMP__hour__2.e62a731dc8": {"metadata": {"type": "BASE TABLE", "schema": "DBT_EXPECTATIONS_EXPECT_ROW_VALUES_TO_HAVE_RECENT_DATA_TEST_SILVER", "name": "TRANSACTIONS_RECENT", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"MAX_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 1, "name": "MAX_TIMESTAMP", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 12:36UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_row_values_to_have_recent_data_test_silver__transactions_recent__INSERTED_TIMESTAMP__hour__2.e62a731dc8"}, "test.fsc_evm.dbt_expectations_expect_row_values_to_have_recent_data_test_gold__fact_transactions_recent_INSERTED_TIMESTAMP__hour__2.81da35ef44": {"metadata": {"type": "BASE TABLE", "schema": "DBT_EXPECTATIONS_EXPECT_ROW_VALUES_TO_HAVE_RECENT_DATA_TEST_GOLD", "name": "FACT_TRANSACTIONS_RECENT_INSERTED_TIMESTAMP", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"MAX_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 1, "name": "MAX_TIMESTAMP", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 12:36UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_row_values_to_have_recent_data_test_gold__fact_transactions_recent_INSERTED_TIMESTAMP__hour__2.81da35ef44"}, "model.fsc_evm.core__fact_blocks": {"metadata": {"type": "BASE TABLE", "schema": "CORE", "name": "FACT_BLOCKS", "database": "SCROLL", "comment": "## What\n\nThis table contains block-level data for EVM blockchains, providing a complete record of all blocks produced on the chain. Each row represents one block with its associated metadata, transactions, and gas metrics.\n\n## Key Use Cases\n\n- Analyzing gas price trends and network congestion over time\n- Tracking block production rates and miner/validator performance\n- Monitoring network upgrades and their impact (e.g., EIP-1559, EIP-4844)\n- Calculating transaction throughput and network utilization\n- Identifying uncle blocks and chain reorganizations\n\n## Important Relationships\n\n- **Join with fact_transactions**: Use `block_number` to analyze all transactions within a block\n- **Join with fact_traces**: Use `block_number` to examine internal transactions\n- **Join with fact_event_logs**: Use `block_number` to find all events emitted in a block\n\n## Commonly-used Fields\n\n- `block_number`: Sequential identifier for blocks\n- `block_timestamp`: UTC timestamp of block production\n- `gas_used`: Total gas consumed by all transactions\n- `gas_limit`: Maximum gas allowed in the block\n- `base_fee_per_gas`: Base fee for EIP-1559 chains\n- `tx_count`: Number of transactions in the block\n- `miner`: Address that received block rewards\n\n## Sample queries\n\n```sql\n-- Average gas price and utilization by hour\nSELECT \n    DATE_TRUNC('hour', block_timestamp) AS hour,\n    AVG(gas_used / gas_limit) AS avg_gas_utilization,\n    AVG(base_fee_per_gas) AS avg_base_fee,\n    COUNT(*) AS blocks_count,\n    SUM(tx_count) AS total_transactions\nFROM <blockchain_name>.core.fact_blocks\nWHERE block_timestamp >= CURRENT_DATE - 7\nGROUP BY 1\nORDER BY 1 DESC;\n\n-- Identify high-value blocks by total gas used\nSELECT \n    block_number,\n    block_timestamp,\n    tx_count,\n    gas_used,\n    gas_limit,\n    (gas_used::FLOAT / gas_limit) AS utilization_rate,\n    miner\nFROM <blockchain_name>.core.fact_blocks\nWHERE block_timestamp >= CURRENT_DATE - 1\nORDER BY gas_used DESC\nLIMIT 100;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": "Sequential counter representing the position of a block in the blockchain since genesis (block 0).\n\n**Key Facts**:\n- Immutable once finalized\n- Primary ordering mechanism for blockchain data\n- Increments by 1 for each new block\n- Used as a proxy for time in many analyses\n\n**Usage in Queries**:\n```sql\n-- Recent data\nWHERE block_number >= (SELECT MAX(block_number) - 1000 FROM fact_blocks)\n\n-- Historical analysis\nWHERE block_number BETWEEN 15000000 AND 16000000\n\n-- Join across tables\nJOIN <blockchain_name>.core.fact_event_logs USING (block_number)\n```\n\n**Important**: Block numbers are chain-specific. Block 15000000 on Ethereum \u2260 block 15000000 on Polygon."}, "BLOCK_HASH": {"type": "TEXT", "index": 2, "name": "BLOCK_HASH", "comment": "The unique 32-byte Keccak-256 hash of the block header, prefixed with '0x'.\n\nExample: '0x4e3a3754410177e6937ef1f84bba68ea139e8d1a2258c5f85db9f1cd715a1bdd'"}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 3, "name": "BLOCK_TIMESTAMP", "comment": "UTC timestamp when the block was produced by validators/miners.\n\n**Format**: TIMESTAMP_NTZ (no timezone)\n**Precision**: Second-level accuracy\n**Reliability**:\n- Set by block producer\n- Can have minor variations (\u00b115 seconds)\n- Always increasing (newer blocks = later timestamps)\n\n**Best Practices**:\n```sql\n-- Time-based filtering (most efficient)\nWHERE block_timestamp >= DATEADD('day', -7, CURRENT_TIMESTAMP)\n\n-- Hourly aggregations\nDATE_TRUNC('hour', block_timestamp) AS hour\n\n-- UTC date extraction\nDATE(block_timestamp) AS block_date\n```\n\n**Note**: Use for time-series analysis, but be aware that block production rates vary by chain."}, "NETWORK": {"type": "TEXT", "index": 4, "name": "NETWORK", "comment": "Network identifier within the blockchain (e.g., 'mainnet', 'testnet').\n\nExample: 'mainnet'"}, "TX_COUNT": {"type": "NUMBER", "index": 5, "name": "TX_COUNT", "comment": "Number of transactions included in the block.\n\nExample: 142"}, "SIZE": {"type": "NUMBER", "index": 6, "name": "SIZE", "comment": "Block size in bytes.\n\nExample: 125432"}, "MINER": {"type": "TEXT", "index": 7, "name": "MINER", "comment": "Address that received block rewards.\n\nExample: '0xea674fdde714fd979de3edf0f56aa9716b898ec8'"}, "MIX_HASH": {"type": "TEXT", "index": 8, "name": "MIX_HASH", "comment": "256-bit hash used in PoW mining process. Post-merge, contains prevRandao for randomness.\n\nExample: '0x0000000000000000000000000000000000000000000000000000000000000000'"}, "EXTRA_DATA": {"type": "TEXT", "index": 9, "name": "EXTRA_DATA", "comment": "Arbitrary data included by block producer (max 32 bytes).\n\nExample: 'Geth/v1.10.23-stable/linux-amd64/go1.18.5'"}, "PARENT_HASH": {"type": "TEXT", "index": 10, "name": "PARENT_HASH", "comment": "Hash of the previous block (block_number - 1).\n\nExample: '0x3d7a3754410177e6937ef1f84bba68ea139e8d1a2258c5f85db9f1cd715a1bee'"}, "GAS_USED": {"type": "NUMBER", "index": 11, "name": "GAS_USED", "comment": "Total gas consumed by all transactions in the block.\n\nExample: 15234567"}, "GAS_LIMIT": {"type": "NUMBER", "index": 12, "name": "GAS_LIMIT", "comment": "Maximum gas allowed for all transactions in this block.\n\nExample: 30000000"}, "BASE_FEE_PER_GAS": {"type": "NUMBER", "index": 13, "name": "BASE_FEE_PER_GAS", "comment": "Base fee per gas unit in wei (EIP-1559 chains only).\n\nExample: 25000000000"}, "DIFFICULTY": {"type": "NUMBER", "index": 14, "name": "DIFFICULTY", "comment": "Mining difficulty at block production time.\n\nExample: 0"}, "TOTAL_DIFFICULTY": {"type": "NUMBER", "index": 15, "name": "TOTAL_DIFFICULTY", "comment": "Cumulative difficulty from genesis to this block.\n\nExample: 58750000000000000000000"}, "SHA3_UNCLES": {"type": "TEXT", "index": 16, "name": "SHA3_UNCLES", "comment": "Keccak-256 hash of uncle blocks list.\n\nExample: '0x1dcc4de8dec75d7aab85b567b6ccd41ad312451b948a7413f0a142fd40d49347'"}, "UNCLE_BLOCKS": {"type": "VARIANT", "index": 17, "name": "UNCLE_BLOCKS", "comment": "Array of uncle block headers (PoW only).\n\nExample: []"}, "NONCE": {"type": "NUMBER", "index": 18, "name": "NONCE", "comment": "Proof-of-Work nonce value. For PoW chains, this demonstrates computational work. Post-merge Ethereum and PoS chains typically show 0x0000000000000000.\n\nExample: '0x0000000000000000'"}, "RECEIPTS_ROOT": {"type": "TEXT", "index": 19, "name": "RECEIPTS_ROOT", "comment": "Merkle root of all transaction receipts in the block.\n\nExample: '0x56e81f171bcc55a6ff8345e692c0f86e5b48e01b996cadc001622fb5e363b421'"}, "STATE_ROOT": {"type": "TEXT", "index": 20, "name": "STATE_ROOT", "comment": "Merkle root of the entire blockchain state after executing this block.\n\nExample: '0xd7f897bbebe1f8d7aab85b567b6ccd41ad312451b948a7413f0a142fd40d4934'"}, "TRANSACTIONS_ROOT": {"type": "TEXT", "index": 21, "name": "TRANSACTIONS_ROOT", "comment": "Merkle root of all transactions in the block.\n\nExample: '0x56e81f171bcc55a6ff8345e692c0f86e5b48e01b996cadc001622fb5e363b421'"}, "LOGS_BLOOM": {"type": "TEXT", "index": 22, "name": "LOGS_BLOOM", "comment": "2048-bit bloom filter containing all log addresses and topics from the block's transactions.\n\nExample: '0x00000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000'"}, "FACT_BLOCKS_ID": {"type": "TEXT", "index": 23, "name": "FACT_BLOCKS_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 24, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 25, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"clustering_key": {"id": "clustering_key", "label": "Clustering Key", "value": "LINEAR(block_timestamp::DATE)", "include": true, "description": "The key used to cluster this table"}, "last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 14:00UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 6740579328, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 18668605, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, 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null}, "_INSERTED_TIMESTAMP": {"type": "TIMESTAMP_LTZ", "index": 8, "name": "_INSERTED_TIMESTAMP", "comment": null}, "TRACES_ID": {"type": "TEXT", "index": 9, "name": "TRACES_ID", "comment": null}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 10, "name": "INSERTED_TIMESTAMP", "comment": null}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 11, "name": "MODIFIED_TIMESTAMP", "comment": null}, "_INVOCATION_ID": {"type": "TEXT", "index": 12, "name": "_INVOCATION_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 12:38UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.not_null_test_silver__traces_recent_BLOCK_NUMBER.77a4699f36"}, "test.fsc_evm.dbt_expectations_expect_column_values_to_be_in_type_list_test_silver__decoded_logs_full_BLOCK_NUMBER__NUMBER__FLOAT.76675adfdf": {"metadata": {"type": "BASE TABLE", "schema": "DBT_EXPECTATIONS_EXPECT_COLUMN_VALUES_TO_BE_IN_TYPE_LIST_TEST_SILVER", "name": "DECODED_LOGS_FULL_BLOCK_NUMBER", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"RELATION_COLUMN": {"type": "TEXT", "index": 1, "name": "RELATION_COLUMN", "comment": null}, "RELATION_COLUMN_TYPE": {"type": "TEXT", "index": 2, "name": "RELATION_COLUMN_TYPE", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-07-28 07:04UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_column_values_to_be_in_type_list_test_silver__decoded_logs_full_BLOCK_NUMBER__NUMBER__FLOAT.76675adfdf"}, "model.fsc_evm.core__fact_transactions": {"metadata": {"type": "BASE TABLE", "schema": "CORE", "name": "FACT_TRANSACTIONS", "database": "SCROLL", "comment": "## What\n\nThis table contains comprehensive transaction-level data for EVM blockchains. Each row represents a single transaction with its execution details, gas consumption, and value transfers. This is a high-level table for analyzing on-chain activity, user behavior, and protocol interactions.\n\n## Key Use Cases\n\n- Tracking wallet activity and transaction patterns\n- Analyzing gas fee trends and optimization opportunities\n- Monitoring smart contract interactions and usage\n- Calculating transaction volumes and network revenue\n- Detecting MEV, arbitrage, and trading patterns\n\n## Important Relationships\n\n- **Join with fact_blocks**: Use `block_number` for block-level context\n- **Join with fact_traces**: Use `tx_hash` for internal transactions\n- **Join with fact_event_logs**: Use `tx_hash` for emitted events\n- **Join with ez_decoded_event_logs**: Use `tx_hash` for human-readable events\n- **Join with dim_contracts**: Use `to_address` for contract metadata\n\n## Commonly-used Fields\n\n- `tx_hash`: Unique transaction identifier\n- `from_address`: Transaction sender\n- `to_address`: Transaction recipient\n- `value`: Native token amount transferred\n- `gas_used`: Actual gas consumed\n- `gas_price`: Price per gas unit\n- `tx_fee`: Total transaction fee in native tokens\n- `block_timestamp`: When transaction was included\n\n## Sample queries\n\n```sql\n-- Daily transaction statistics by type\nSELECT \n    DATE_TRUNC('day', block_timestamp) AS day,\n    tx_type,\n    COUNT(*) AS tx_count,\n    COUNT(DISTINCT from_address) AS unique_senders,\n    SUM(tx_fee) AS total_fees_native,\n    AVG(gas_used) AS avg_gas_used,\n    PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY gas_price) AS median_gas_price\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 30\nGROUP BY 1, 2\nORDER BY 1 DESC, 3 DESC;\n\n-- High-value native token transfers\nSELECT \n    tx_hash,\n    block_timestamp,\n    from_address,\n    to_address,\n    value,\n    tx_fee,\n    gas_used * gas_price / 1e9 AS gas_cost_gwei\nFROM <blockchain_name>.core.fact_transactions\nWHERE value > 0\n    AND tx_succeeded\n    AND block_timestamp >= CURRENT_DATE - 7\nORDER BY value DESC\nLIMIT 100;\n\n-- Smart contract interaction patterns\nSELECT \n    to_address,\n    origin_function_signature,\n    COUNT(*) AS interaction_count,\n    COUNT(DISTINCT from_address) AS unique_users,\n    SUM(tx_fee) AS total_fees_paid\nFROM <blockchain_name>.core.fact_transactions\nWHERE to_address IN (SELECT address FROM dim_contracts)\n    AND block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2\nORDER BY 3 DESC\nLIMIT 50;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": "Sequential counter representing the position of a block in the blockchain since genesis (block 0).\n\n**Key Facts**:\n- Immutable once finalized\n- Primary ordering mechanism for blockchain data\n- Increments by 1 for each new block\n- Used as a proxy for time in many analyses\n\n**Usage in Queries**:\n```sql\n-- Recent data\nWHERE block_number >= (SELECT MAX(block_number) - 1000 FROM fact_blocks)\n\n-- Historical analysis\nWHERE block_number BETWEEN 15000000 AND 16000000\n\n-- Join across tables\nJOIN <blockchain_name>.core.fact_event_logs USING (block_number)\n```\n\n**Important**: Block numbers are chain-specific. Block 15000000 on Ethereum \u2260 block 15000000 on Polygon."}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": "UTC timestamp when the block was produced by validators/miners.\n\n**Format**: TIMESTAMP_NTZ (no timezone)\n**Precision**: Second-level accuracy\n**Reliability**:\n- Set by block producer\n- Can have minor variations (\u00b115 seconds)\n- Always increasing (newer blocks = later timestamps)\n\n**Best Practices**:\n```sql\n-- Time-based filtering (most efficient)\nWHERE block_timestamp >= DATEADD('day', -7, CURRENT_TIMESTAMP)\n\n-- Hourly aggregations\nDATE_TRUNC('hour', block_timestamp) AS hour\n\n-- UTC date extraction\nDATE(block_timestamp) AS block_date\n```\n\n**Note**: Use for time-series analysis, but be aware that block production rates vary by chain."}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": "Unique 66-character identifier for the transaction.\n\n**Format**: 0x + 64 hexadecimal characters\n\n**Usage**:\n- Primary key for transaction lookups\n- Join key for traces, logs, and token transfers\n- Immutable once confirmed\n\n**Example**: `0x5c504ed432cb51138bcf09aa5e8a410dd4a1e204ef84bfed1be16dfba1b22060`"}, "FROM_ADDRESS": {"type": "TEXT", "index": 4, "name": "FROM_ADDRESS", "comment": "The externally-owned account (EOA) or contract address that initiated the transaction.\n\n**Key Points**:\n- Always 42 characters (0x + 40 hex chars)\n- Lowercase normalized in all tables\n- Cannot be NULL for valid transactions\n- For contract creation: sender of creation transaction\n\n**Common Patterns**:\n- EOA \u2192 EOA: Simple transfer\n- EOA \u2192 Contract: User interaction\n- Contract \u2192 Contract: Internal calls (see fact_traces)\n- Known addresses: Exchange hot wallets, protocol deployers\n\n**Query Examples**:\n```sql\n-- User activity analysis\nSELECT from_address, COUNT(*) as tx_count\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 30\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- New user detection\nSELECT DISTINCT from_address\nFROM <blockchain_name>.core.fact_transactions t1\nWHERE NOT EXISTS (\n    SELECT 1 FROM <blockchain_name>.core.fact_transactions t2 \n    WHERE t2.from_address = t1.from_address \n    AND t2.block_number < t1.block_number\n);\n```"}, "TO_ADDRESS": {"type": "TEXT", "index": 5, "name": "TO_ADDRESS", "comment": "The destination address for the transaction - either an EOA or contract address.\n\n**Special Cases**:\n- NULL: Contract creation transaction\n- Contract address: Interacting with smart contract\n- EOA address: Simple transfer or receiving funds\n\n**Important Patterns**:\n```sql\n-- Contract deployments\nWHERE to_address IS NULL\n\n-- Popular contracts\nSELECT to_address, COUNT(*) as interactions\nFROM <blockchain_name>.core.fact_transactions\nWHERE to_address IS NOT NULL\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- Direct transfers only\nWHERE to_address NOT IN (SELECT address FROM dim_contracts)\n```\n\n**Note**: For token transfers, this is the token contract, not the recipient. See ez_token_transfers tables for recipient."}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 6, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": "Function signature (first 4 bytes) of the called method.\n\n**Format**: 0x + 8 hex characters\n\n**Common Signatures**:\n- 0xa9059cbb: transfer(address,uint256)\n- 0x095ea7b3: approve(address,uint256)\n- 0x23b872dd: transferFrom(address,address,uint256)\n\n**Note**: NULL for simple transfers or invalid calls"}, "VALUE": {"type": "FLOAT", "index": 7, "name": "VALUE", "comment": "Amount of native tokens transferred, in token units (not Wei).\n\n**Key Points**:\n- 0 for most contract interactions\n- >0 for native token transfers or payable functions\n- Already converted from Wei (divided by 1e18)\n- Use value_precise for exact amounts\n\n**Example Query**:\n```sql\n-- Daily native token transfer volume\nSELECT \n    DATE_TRUNC('day', block_timestamp) AS day,\n    SUM(value) AS total_transferred,\n    COUNT(*) AS transfer_count\nFROM <blockchain_name>.core.fact_transactions\nWHERE value > 0 AND tx_succeeded\nGROUP BY 1;\n```"}, "VALUE_PRECISE_RAW": {"type": "TEXT", "index": 8, "name": "VALUE_PRECISE_RAW", "comment": "String representation of numeric values preserving exact precision without any adjustments.\n\n**Format**: VARCHAR containing numeric string\n**Purpose**: Prevents floating-point precision loss due to snowflake limitations\n**Contains**: Raw blockchain values (usually in smallest unit)\n\n**Example Values**:\n- \"1000000000000000000\" = 1 ETH in Wei\n- \"50000000\" = 50 USDC (6 decimals)\n\n**Usage**:\n```sql\n-- Exact value comparisons\nWHERE value_precise_raw = '1000000000000000000'\n\n-- Conversion with precision\nCAST(value_precise_raw AS NUMERIC(38,0)) / POW(10, 18) AS value_decimal\n```"}, "VALUE_PRECISE": {"type": "TEXT", "index": 9, "name": "VALUE_PRECISE", "comment": "String representation of numeric values adjusted for human readability while maintaining precision.\n\n**Format**: VARCHAR containing decimal string\n**Adjustments**: Converted from smallest unit to standard unit\n**Purpose**: Human-readable values without precision loss\n\n**Example Values**:\n- \"1.0\" = 1 ETH (converted from Wei)\n- \"50.0\" = 50 USDC (converted from 6 decimal places)\n\n**Best Practices**:\n```sql\n-- Safe numeric operations\nCAST(value_precise AS NUMERIC(38,18))\n\n-- Filtering large values\nWHERE CAST(value_precise AS NUMERIC(38,18)) > 1000\n\n-- Aggregations\nSUM(CAST(value_precise AS NUMERIC(38,18))) AS total_value\n```"}, "TX_FEE": {"type": "FLOAT", "index": 10, "name": "TX_FEE", "comment": "Total fee paid for transaction execution in native token units.\n\nExample: 0.002"}, "TX_FEE_PRECISE": {"type": "TEXT", "index": 11, "name": "TX_FEE_PRECISE", "comment": "Exact transaction fee as string to prevent floating-point precision loss.\n\nExample: '0.002345678901234567'"}, "TX_SUCCEEDED": {"type": "BOOLEAN", "index": 12, "name": "TX_SUCCEEDED", "comment": "Boolean indicator of transaction success.\n\n**Values**:\n- TRUE: Transaction executed successfully\n- FALSE: Transaction failed/reverted"}, "TX_TYPE": {"type": "NUMBER", "index": 13, "name": "TX_TYPE", "comment": "Transaction envelope type (EIP-2718).\n\nExample: 2"}, "NONCE": {"type": "NUMBER", "index": 14, "name": "NONCE", "comment": "Sequential counter of transactions sent by the from_address.\n\nExample: 42"}, "TX_POSITION": {"type": "NUMBER", "index": 15, "name": "TX_POSITION", "comment": "Zero-indexed position of transaction within its block.\n\n**Insights**:\n- Position 0: First transaction in block\n- MEV bots often target early positions\n- Bundle transactions appear consecutively\n- Useful for analyzing transaction ordering"}, "INPUT_DATA": {"type": "TEXT", "index": 16, "name": "INPUT_DATA", "comment": "Encoded data sent with the transaction, containing function calls and parameters.\n\nExample: '0xa9059cbb0000000000000000000000001234567890123456789012345678901234567890'"}, "GAS_PRICE": {"type": "FLOAT", "index": 17, "name": "GAS_PRICE", "comment": "Price per gas unit in Gwei (1 Gwei = 1e-9 native token).\n\nExample: 25"}, "EFFECTIVE_GAS_PRICE": {"type": "FLOAT", "index": 18, "name": "EFFECTIVE_GAS_PRICE", "comment": "Actual price paid per gas unit for EIP-1559 transactions, in Gwei.\n\nExample: 23.5"}, "GAS_USED": {"type": "NUMBER", "index": 19, "name": "GAS_USED", "comment": "Actual gas units consumed by transaction execution.\n\nExample: 89234"}, "GAS_LIMIT": {"type": "NUMBER", "index": 20, "name": "GAS_LIMIT", "comment": "Maximum gas units the sender is willing to consume for this transaction.\n\nExample: 150000"}, "CUMULATIVE_GAS_USED": {"type": "NUMBER", "index": 21, "name": "CUMULATIVE_GAS_USED", "comment": "Running total of gas consumed by all transactions up to and including this transaction within the block.\n\nExample: 1234567"}, "MAX_FEE_PER_GAS": {"type": "FLOAT", "index": 22, "name": "MAX_FEE_PER_GAS", "comment": "Maximum total fee per gas unit sender is willing to pay (EIP-1559), in Gwei.\n\nExample: 50"}, "MAX_PRIORITY_FEE_PER_GAS": {"type": "FLOAT", "index": 23, "name": "MAX_PRIORITY_FEE_PER_GAS", "comment": "Maximum tip per gas unit for validator (EIP-1559), in Gwei.\n\nExample: 2"}, "L1_FEE": {"type": "FLOAT", "index": 24, "name": "L1_FEE", "comment": "The L1 portion of fees paid."}, "L1_FEE_PRECISE_RAW": {"type": "TEXT", "index": 25, "name": "L1_FEE_PRECISE_RAW", "comment": "Raw L1 data availability fee for L2 transactions, in Gwei.\n\nExample: 123456789"}, "L1_FEE_PRECISE": {"type": "TEXT", "index": 26, "name": "L1_FEE_PRECISE", "comment": "Formatted L1 fee for L2 transactions, in native token units.\n\nExample: '0.000123456789'"}, "Y_PARITY": {"type": "NUMBER", "index": 27, "name": "Y_PARITY", "comment": "Y coordinate parity for signature recovery (EIP-2098).\n\nExample: 1"}, "ACCESS_LIST": {"type": "VARIANT", "index": 28, "name": "ACCESS_LIST", "comment": "Array of addresses and storage keys for optimized gas costs (EIP-2930).\n\nExample: [{\"address\": \"0x123...\", \"storageKeys\": [\"0x456...\"]}]"}, "R": {"type": "TEXT", "index": 29, "name": "R", "comment": "R component of ECDSA signature (32 bytes).\n\nExample: '0x1234567890abcdef1234567890abcdef1234567890abcdef1234567890abcdef'"}, "S": {"type": "TEXT", "index": 30, "name": "S", "comment": "S component of ECDSA signature (32 bytes).\n\nExample: '0xabcdef1234567890abcdef1234567890abcdef1234567890abcdef1234567890'"}, "V": {"type": "NUMBER", "index": 31, "name": "V", "comment": "Recovery identifier for ECDSA signature.\n\nExample: 27"}, "FACT_TRANSACTIONS_ID": {"type": "TEXT", "index": 32, "name": "FACT_TRANSACTIONS_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 33, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 34, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"clustering_key": {"id": "clustering_key", "label": "Clustering Key", "value": "LINEAR(block_timestamp::DATE)", "include": true, "description": "The key used to cluster this table"}, "last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 14:00UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 34593761280, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 117480509, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.fsc_evm.core__fact_transactions"}, "test.fsc_evm.not_null_test_silver__blocks_recent_BLOCK_NUMBER.cec2c84102": {"metadata": {"type": "BASE TABLE", "schema": "NOT_NULL_TEST_SILVER", "name": "BLOCKS_RECENT_BLOCK_NUMBER", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": null}, "PARTITION_KEY": {"type": "NUMBER", "index": 2, "name": "PARTITION_KEY", "comment": null}, "BLOCK_JSON": {"type": "VARIANT", "index": 3, "name": "BLOCK_JSON", "comment": null}, "_INSERTED_TIMESTAMP": {"type": "TIMESTAMP_LTZ", "index": 4, "name": "_INSERTED_TIMESTAMP", "comment": null}, "BLOCKS_ID": {"type": "TEXT", "index": 5, "name": "BLOCKS_ID", "comment": null}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 6, "name": "INSERTED_TIMESTAMP", "comment": null}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 7, "name": "MODIFIED_TIMESTAMP", "comment": null}, "_INVOCATION_ID": {"type": "TEXT", "index": 8, "name": "_INVOCATION_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 12:38UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.not_null_test_silver__blocks_recent_BLOCK_NUMBER.cec2c84102"}, "test.fsc_evm.dbt_expectations_expect_column_values_to_be_in_type_list_test_silver__blocks_full__INSERTED_TIMESTAMP__TIMESTAMP_LTZ__TIMESTAMP_NTZ.f23f93c193": {"metadata": {"type": "BASE TABLE", "schema": "DBT_EXPECTATIONS_EXPECT_COLUMN_VALUES_TO_BE_IN_TYPE_LIST_TEST_SILVER", "name": "BLOCKS_FULL", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"RELATION_COLUMN": {"type": "TEXT", "index": 1, "name": "RELATION_COLUMN", "comment": null}, "RELATION_COLUMN_TYPE": {"type": "TEXT", "index": 2, "name": "RELATION_COLUMN_TYPE", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last 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"test.fsc_evm.dbt_utils_unique_combination_of_columns_test_gold__ez_token_transfers_recent_EZ_TOKEN_TRANSFERS_ID.36d8d8661a"}, "test.fsc_evm.dbt_utils_unique_combination_of_columns_silver__complete_token_asset_metadata_TOKEN_ADDRESS__BLOCKCHAIN.d3d6b2a62b": {"metadata": {"type": "BASE TABLE", "schema": "DBT_UTILS_UNIQUE_COMBINATION_OF_COLUMNS_SILVER", "name": "COMPLETE_TOKEN_ASSET_METADATA_TOKEN_ADDRESS", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"TOKEN_ADDRESS": {"type": "TEXT", "index": 1, "name": "TOKEN_ADDRESS", "comment": null}, "BLOCKCHAIN": {"type": "TEXT", "index": 2, "name": "BLOCKCHAIN", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 09:34UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_utils_unique_combination_of_columns_silver__complete_token_asset_metadata_TOKEN_ADDRESS__BLOCKCHAIN.d3d6b2a62b"}, "test.fsc_evm.dbt_expectations_expect_row_values_to_have_recent_data_test_gold__fact_event_logs_recent_INSERTED_TIMESTAMP__hour__2.509d7d2de4": {"metadata": {"type": "BASE TABLE", "schema": "DBT_EXPECTATIONS_EXPECT_ROW_VALUES_TO_HAVE_RECENT_DATA_TEST_GOLD", "name": "FACT_EVENT_LOGS_RECENT_INSERTED_TIMESTAMP", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"MAX_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 1, "name": "MAX_TIMESTAMP", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 12:36UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_row_values_to_have_recent_data_test_gold__fact_event_logs_recent_INSERTED_TIMESTAMP__hour__2.509d7d2de4"}, "model.fsc_evm.price__ez_asset_metadata": {"metadata": {"type": "BASE TABLE", "schema": "PRICE", "name": "EZ_ASSET_METADATA", "database": "SCROLL", "comment": "## What\n\nThis curated dimensional table provides comprehensive metadata for tokens and native assets across EVM blockchains. It serves as the authoritative source for asset information, with quality checks and verification status to ensure reliability.\n\n## Key Use Cases\n\n- Asset discovery and verification checking\n- Cross-chain asset mapping and analysis\n- Token metadata lookup for display purposes\n- Filtering for verified or native assets only\n\n## Important Relationships\n\n- **Join with ez_prices_hourly**: For price data enrichment\n- **Join with ez_token_transfers**: For transfer metadata\n\n## Commonly-used Fields\n\n- `token_address`: Contract address (NULL for native assets)\n- `symbol`: Token ticker symbol\n- `name`: Full asset name\n- `decimals`: Token decimal places\n- `is_verified`: Flipside verification status\n- `is_native`: Native asset flag\n- `blockchain`: Network identifier\n\n## Sample Queries\n\n**Verified Asset Discovery**\n```sql\n-- Find all verified USD stablecoins\nSELECT \n    blockchain,\n    token_address,\n    name,\n    symbol,\n    decimals,\n    is_verified\nFROM <blockchain_name>.price.ez_asset_metadata\nWHERE is_verified = TRUE\n    AND (\n        symbol IN ('USDC', 'USDT', 'DAI', 'BUSD')\n        OR name ILIKE '%USD%'\n        OR name ILIKE '%stablecoin%'\n    )\n    AND is_native = FALSE\nORDER BY blockchain, symbol;\n```\n\n**Cross-Chain Asset Mapping**\n```sql\n-- Find same assets across multiple chains\nWITH asset_presence AS (\n    SELECT \n        symbol,\n        name,\n        COUNT(DISTINCT blockchain) AS chain_count,\n        ARRAY_AGG(DISTINCT blockchain) AS chains,\n        ARRAY_AGG(token_address) AS addresses\n    FROM <blockchain_name>.price.ez_asset_metadata\n    WHERE is_native = FALSE\n        AND is_verified = TRUE\n    GROUP BY 1, 2\n)\nSELECT * FROM asset_presence\nWHERE chain_count > 3\nORDER BY chain_count DESC, symbol;\n```\n\n**Native Asset Reference**\n```sql\n-- Get all native assets with metadata\nSELECT \n    blockchain,\n    symbol,\n    name,\n    decimals,\n    CASE blockchain\n        WHEN 'ethereum' THEN 'Proof of Stake'\n        WHEN 'binance' THEN 'Proof of Staked Authority'\n        WHEN 'polygon' THEN 'Proof of Stake'\n        WHEN 'avalanche' THEN 'Avalanche Consensus'\n        ELSE 'Various'\n    END AS consensus_mechanism\nFROM <blockchain_name>.price.ez_asset_metadata\nWHERE is_native = TRUE\nORDER BY blockchain;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"TOKEN_ADDRESS": {"type": "TEXT", "index": 1, "name": "TOKEN_ADDRESS", "comment": "Contract address of the token on the blockchain. NULL for native assets (ETH, AVAX, etc.).\n\nExample: '0xa0b86a33e6776a1e7f9f0b8b8b8b8b8b8b8b8b8b'"}, "ASSET_ID": {"type": "TEXT", "index": 2, "name": "ASSET_ID", "comment": "Unique identifier for the asset from the price provider. Provider-specific ID format.\n\nExample: 'ethereum'"}, "SYMBOL": {"type": "TEXT", "index": 3, "name": "SYMBOL", "comment": "Token ticker symbol as commonly recognized. Usually 3-5 uppercase characters.\n\nExample: 'WETH'"}, "NAME": {"type": "TEXT", "index": 4, "name": "NAME", "comment": "Full name of the asset or token. More descriptive than symbol.\n\nExample: 'Wrapped Ether'"}, "DECIMALS": {"type": "NUMBER", "index": 5, "name": "DECIMALS", "comment": "Number of decimal places for the token. Most ERC-20 tokens use 18 decimals, USDC/USDT use 6, WBTC uses 8.\n\nExample: 18"}, "BLOCKCHAIN": {"type": "TEXT", "index": 6, "name": "BLOCKCHAIN", "comment": "The blockchain network where the asset exists. Lowercase by convention.\n\nExample: 'ethereum'"}, "IS_NATIVE": {"type": "BOOLEAN", "index": 7, "name": "IS_NATIVE", "comment": "Boolean indicating if the asset is the blockchain's native currency. TRUE for ETH on Ethereum, AVAX on Avalanche, etc.\n\nExample: true"}, "IS_DEPRECATED": {"type": "BOOLEAN", "index": 8, "name": "IS_DEPRECATED", "comment": "Flag indicating if the asset is no longer actively supported. TRUE for deprecated assets that may have stale prices.\n\nExample: false"}, "IS_VERIFIED": {"type": "BOOLEAN", "index": 9, "name": "IS_VERIFIED", "comment": "Boolean indicating Flipside team verification of the asset. TRUE for manually verified assets with validated metadata.\n\nExample: true"}, "IS_VERIFIED_MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 10, "name": "IS_VERIFIED_MODIFIED_TIMESTAMP", "comment": ""}, "EZ_ASSET_METADATA_ID": {"type": "TEXT", "index": 11, "name": "EZ_ASSET_METADATA_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 12, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 13, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 13:59UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 10752, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 59, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": 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for smart contracts deployed on EVM blockchains. ABIs define the contract's functions, events, and data structures, enabling the decoding of raw blockchain data into human-readable format.\n\n## Key Use Cases\n\n- Decoding raw event logs into human-readable format\n- Identifying contract functions and their parameters\n- Enabling interaction with smart contracts programmatically\n- Analyzing contract patterns and implementations across chains\n- Supporting automated contract verification and bytecode matching\n\n## Important Relationships\n\n- **Powers ez_decoded_event_logs**: ABIs enable event decoding\n- **Join with dim_contracts**: Use `contract_address` for contract metadata\n- **Enables fact_decoded_event_logs**: Raw to decoded transformation\n\n## Commonly-used Fields\n\n- `contract_address`: The contract's blockchain address\n- `abi`: The contract's Application Binary Interface in JSON format\n- `abi_source`: The origin of the ABI data (explorer verified, user submitted, bytecode matched)\n- `bytecode`: The compiled contract code deployed on-chain\n- `created_timestamp`: When the ABI was added to the database\n\n## Sample queries\n\n**Find Contracts Without ABIs**\n```sql\n-- Identify popular contracts needing ABIs\nWITH contract_activity AS (\n    SELECT \n        contract_address,\n        COUNT(*) AS event_count\n    FROM <blockchain_name>.core.fact_event_logs\n    WHERE block_timestamp >= CURRENT_DATE - 7\n    GROUP BY 1\n)\nSELECT \n    ca.contract_address,\n    c.name AS contract_name,\n    ca.event_count,\n    c.created_block_timestamp\nFROM contract_activity ca\nLEFT JOIN <blockchain_name>.core.dim_contract_abis abi ON ca.contract_address = abi.contract_address\nLEFT JOIN <blockchain_name>.core.dim_contracts c ON ca.contract_address = c.address\nWHERE abi.abi IS NULL\n    OR abi.abi = '[]'\nORDER BY ca.event_count DESC\nLIMIT 100;\n```\n\n**Analyze ABI Functions and Events**\n```sql\n-- Extract event signatures from ABIs\nWITH abi_events AS (\n    SELECT \n        contract_address,\n        abi_source,\n        f.value:name::string AS event_name,\n        f.value:type::string AS entry_type\n    FROM <blockchain_name>.core.dim_contract_abis,\n    LATERAL FLATTEN(input => PARSE_JSON(abi)) f\n    WHERE f.value:type::string = 'event'\n        AND abi IS NOT NULL\n)\nSELECT \n    event_name,\n    COUNT(DISTINCT contract_address) AS contracts_with_event,\n    ARRAY_AGG(DISTINCT abi_source) AS sources\nFROM abi_events\nGROUP BY 1\nORDER BY 2 DESC\nLIMIT 50;\n```\n\n**Bytecode Matching Effectiveness**\n```sql\n-- Analyze bytecode matching success\nSELECT \n    DATE_TRUNC('week', created_timestamp) AS week,\n    COUNT(CASE WHEN abi_source = 'bytecode_matched' THEN 1 END) AS bytecode_matched,\n    COUNT(CASE WHEN abi_source = 'user_submitted' THEN 1 END) AS user_submitted,\n    COUNT(CASE WHEN abi_source LIKE '%explorer%' THEN 1 END) AS explorer_verified,\n    COUNT(*) AS total_new_abis\nFROM <blockchain_name>.core.dim_contract_abis\nWHERE created_timestamp >= CURRENT_DATE - 90\nGROUP BY 1\nORDER BY 1 DESC;\n```\n\n**Common Contract Patterns**\n```sql\n-- Find contracts sharing bytecode (proxy patterns, clones)\nWITH bytecode_groups AS (\n    SELECT \n        bytecode,\n        COUNT(DISTINCT contract_address) AS contract_count,\n        ARRAY_AGG(DISTINCT contract_address) AS contracts,\n        MAX(abi) AS sample_abi\n    FROM <blockchain_name>.core.dim_contract_abis\n    WHERE bytecode IS NOT NULL\n        AND LENGTH(bytecode) > 100  -- Exclude minimal contracts\n    GROUP BY 1\n    HAVING COUNT(DISTINCT contract_address) > 5\n)\nSELECT \n    contract_count,\n    ARRAY_SIZE(contracts) AS unique_addresses,\n    LEFT(bytecode, 20) || '...' AS bytecode_prefix,\n    CASE \n        WHEN sample_abi LIKE '%proxy%' THEN 'Likely Proxy'\n        WHEN sample_abi LIKE '%clone%' THEN 'Likely Clone'\n        ELSE 'Standard Pattern'\n    END AS pattern_type\nFROM bytecode_groups\nORDER BY contract_count DESC\nLIMIT 20;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"CONTRACT_ADDRESS": {"type": "TEXT", "index": 1, "name": "CONTRACT_ADDRESS", "comment": "Unique identifier - the deployed contract's blockchain address.\n\nExample: '0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48'"}, "ABI": {"type": "VARIANT", "index": 2, "name": "ABI", "comment": "The contract's Application Binary Interface in JSON format, containing function and event definitions that enable interaction with the smart contract.\n\nExample: '[{\"name\":\"transfer\",\"type\":\"function\",\"inputs\":[{\"name\":\"to\",\"type\":\"address\"},{\"name\":\"value\",\"type\":\"uint256\"}],\"outputs\":[{\"name\":\"\",\"type\":\"bool\"}]}]'"}, "ABI_SOURCE": {"type": "TEXT", "index": 3, "name": "ABI_SOURCE", "comment": "The origin of the ABI data, indicating trust level and collection method.\n\nExample: 'etherscan'"}, "BYTECODE": {"type": "TEXT", "index": 4, "name": "BYTECODE", "comment": "The compiled contract code deployed on-chain, used for bytecode matching and identifying identical contracts.\n\nExample: '0x608060405234801561001057600080fd5b50...'"}, "DIM_CONTRACT_ABIS_ID": {"type": "TEXT", "index": 5, "name": "DIM_CONTRACT_ABIS_ID", "comment": ""}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 6, "name": "INSERTED_TIMESTAMP", "comment": ""}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 7, "name": "MODIFIED_TIMESTAMP", "comment": ""}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 07:06UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 118786560, "include": true, "description": "Approximate size of 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"row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_row_values_to_have_recent_data_test_silver__blocks_recent_INSERTED_TIMESTAMP__hour__2.5a605c6511"}, "model.fsc_evm.test_silver__verified_abis_recent": {"metadata": {"type": "VIEW", "schema": "TEST_SILVER", "name": "VERIFIED_ABIS_RECENT", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"CONTRACT_ADDRESS": {"type": "TEXT", "index": 1, "name": "CONTRACT_ADDRESS", "comment": ""}, "DATA": {"type": "VARIANT", "index": 2, "name": "DATA", "comment": ""}, "_INSERTED_TIMESTAMP": {"type": "TIMESTAMP_LTZ", "index": 3, "name": "_INSERTED_TIMESTAMP", "comment": ""}, "ABI_SOURCE": {"type": "TEXT", "index": 4, "name": "ABI_SOURCE", "comment": ""}, "DISCORD_USERNAME": {"type": "TEXT", "index": 5, "name": "DISCORD_USERNAME", "comment": ""}, "ABI_HASH": {"type": "TEXT", "index": 6, "name": "ABI_HASH", "comment": ""}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.fsc_evm.test_silver__verified_abis_recent"}, "model.fsc_evm.core__ez_token_transfers": {"metadata": {"type": "BASE TABLE", "schema": "CORE", "name": "EZ_TOKEN_TRANSFERS", "database": "SCROLL", "comment": "## What\n\nThis convenience table provides a comprehensive view of all ERC-20 token transfers with enriched metadata including decimal adjustments, USD values, and token information. It simplifies token flow analysis by joining transfer events with contract details and price data.\n\n## Key Use Cases\n\n- Tracking token movements and holder activity\n- Analyzing stablecoin flows and volumes\n- Monitoring DEX token inflows and outflows\n- Detecting new token launches and adoption\n- Calculating wallet token balances from transfer history\n\n## Important Relationships\n\n- **Join with fact_event_logs**: Use `tx_hash` and `event_index` for raw event details\n- **Join with fact_transactions**: Use `tx_hash` for transaction context\n- **Join with dim_contracts**: Use `contract_address` for token metadata\n- **Complement to ez_native_transfers**: Complete picture of value flows\n\n## Commonly-used Fields\n\n- `contract_address`: The token contract address (NOT the recipient)\n- `from_address`: Token sender address\n- `to_address`: Token recipient address\n- `amount`: Decimal-adjusted transfer amount\n- `amount_usd`: USD value at time of transfer\n- `symbol`: Token symbol (e.g., USDC, DAI)\n- `raw_amount`: Original amount without decimal adjustment\n\n## Sample queries\n\n**Top Token Transfers by USD Value**\n```sql\nSELECT \n    block_timestamp,\n    tx_hash,\n    symbol,\n    from_address,\n    to_address,\n    amount,\n    amount_usd,\n    token_price,\n    contract_address\nFROM <blockchain_name>.core.ez_token_transfers\nWHERE block_timestamp >= CURRENT_DATE - 7\n    AND amount_usd > 100000  -- Over [$]100k\n    AND has_decimal = TRUE\n    AND has_price = TRUE\nORDER BY amount_usd DESC\nLIMIT 100;\n```\n\n**Daily Stablecoin Volume Analysis**\n```sql\nSELECT \n    DATE_TRUNC('day', block_timestamp) AS day,\n    symbol,\n    COUNT(*) AS transfer_count,\n    COUNT(DISTINCT from_address) AS unique_senders,\n    SUM(amount) AS total_amount,\n    SUM(amount_usd) AS total_usd,\n    AVG(amount_usd) AS avg_transfer_usd\nFROM <blockchain_name>.core.ez_token_transfers\nWHERE symbol IN ('USDC', 'USDT', 'DAI', 'BUSD')\n    AND block_timestamp >= CURRENT_DATE - 30\n    AND has_decimal = TRUE\nGROUP BY 1, 2\nORDER BY 1 DESC, 6 DESC;\n```\n\n**DEX Token Flow Analysis**\n```sql\nWITH dex_addresses AS (\n    SELECT address \n    FROM <blockchain_name>.core.dim_labels \n    WHERE label_type = 'dex' \n    AND label_subtype IN ('pool', 'router')\n)\nSELECT \n    DATE_TRUNC('hour', block_timestamp) AS hour,\n    symbol,\n    CASE \n        WHEN from_address IN (SELECT address FROM dex_addresses) THEN 'DEX Outflow'\n        WHEN to_address IN (SELECT address FROM dex_addresses) THEN 'DEX Inflow'\n    END AS flow_type,\n    COUNT(*) AS transfers,\n    SUM(amount) AS total_amount,\n    SUM(amount_usd) AS total_usd\nFROM <blockchain_name>.core.ez_token_transfers\nWHERE block_timestamp >= CURRENT_DATE - 1\n    AND (from_address IN (SELECT address FROM dex_addresses)\n         OR to_address IN (SELECT address FROM dex_addresses))\n    AND symbol IS NOT NULL\nGROUP BY 1, 2, 3\nORDER BY 1 DESC, 6 DESC;\n```\n\n**Token Holder Activity**\n```sql\n-- Most active token senders\nSELECT \n    from_address,\n    COUNT(DISTINCT contract_address) AS tokens_sent,\n    COUNT(DISTINCT DATE(block_timestamp)) AS active_days,\n    COUNT(*) AS total_transfers,\n    SUM(amount_usd) AS total_usd_sent\nFROM <blockchain_name>.core.ez_token_transfers\nWHERE block_timestamp >= CURRENT_DATE - 30\n    AND has_price = TRUE\n    AND amount_usd > 10  -- Filter dust\nGROUP BY 1\nHAVING COUNT(*) > 10\nORDER BY total_usd_sent DESC\nLIMIT 100;\n```\n\n**New Token Detection**\n```sql\nWITH first_transfers AS (\n    SELECT \n        contract_address,\n        symbol,\n        MIN(block_timestamp) AS first_transfer,\n        COUNT(*) AS transfer_count,\n        COUNT(DISTINCT from_address) AS unique_senders,\n        COUNT(DISTINCT to_address) AS unique_receivers\n    FROM <blockchain_name>.core.ez_token_transfers\n    WHERE block_timestamp >= CURRENT_DATE - 7\n    GROUP BY 1, 2\n    HAVING MIN(block_timestamp) >= CURRENT_DATE - 1\n)\nSELECT \n    ft.*,\n    dc.name AS token_name,\n    dc.decimals\nFROM first_transfers ft\nLEFT JOIN <blockchain_name>.core.dim_contracts dc ON ft.contract_address = dc.address\nORDER BY transfer_count DESC;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": "Sequential counter representing the position of a block in the blockchain since genesis (block 0).\n\n**Key Facts**:\n- Immutable once finalized\n- Primary ordering mechanism for blockchain data\n- Increments by 1 for each new block\n- Used as a proxy for time in many analyses\n\n**Usage in Queries**:\n```sql\n-- Recent data\nWHERE block_number >= (SELECT MAX(block_number) - 1000 FROM fact_blocks)\n\n-- Historical analysis\nWHERE block_number BETWEEN 15000000 AND 16000000\n\n-- Join across tables\nJOIN <blockchain_name>.core.fact_event_logs USING (block_number)\n```\n\n**Important**: Block numbers are chain-specific. Block 15000000 on Ethereum \u2260 block 15000000 on Polygon."}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": "UTC timestamp when the block was produced by validators/miners.\n\n**Format**: TIMESTAMP_NTZ (no timezone)\n**Precision**: Second-level accuracy\n**Reliability**:\n- Set by block producer\n- Can have minor variations (\u00b115 seconds)\n- Always increasing (newer blocks = later timestamps)\n\n**Best Practices**:\n```sql\n-- Time-based filtering (most efficient)\nWHERE block_timestamp >= DATEADD('day', -7, CURRENT_TIMESTAMP)\n\n-- Hourly aggregations\nDATE_TRUNC('hour', block_timestamp) AS hour\n\n-- UTC date extraction\nDATE(block_timestamp) AS block_date\n```\n\n**Note**: Use for time-series analysis, but be aware that block production rates vary by chain."}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": "Unique 66-character identifier for the transaction.\n\n**Format**: 0x + 64 hexadecimal characters\n\n**Usage**:\n- Primary key for transaction lookups\n- Join key for traces, logs, and token transfers\n- Immutable once confirmed\n\n**Example**: `0x5c504ed432cb51138bcf09aa5e8a410dd4a1e204ef84bfed1be16dfba1b22060`"}, "TX_POSITION": {"type": "NUMBER", "index": 4, "name": "TX_POSITION", "comment": "Zero-indexed position of transaction within its block.\n\n**Insights**:\n- Position 0: First transaction in block\n- MEV bots often target early positions\n- Bundle transactions appear consecutively\n- Useful for analyzing transaction ordering"}, "EVENT_INDEX": {"type": "NUMBER", "index": 5, "name": "EVENT_INDEX", "comment": "Zero-based sequential position of the event within a transaction's execution.\n\n**Key Facts**:\n- Starts at 0 for first event\n- Increments across all contracts in transaction\n- Preserves execution order\n- Essential for deterministic event ordering\n\n**Usage Example**:\n```sql\n-- Trace event execution flow\nSELECT \n    event_index,\n    contract_address,\n    topic_0,\n    SUBSTRING(data, 1, 10) AS data_preview\nFROM <blockchain_name>.core.fact_event_logs\nWHERE tx_hash = '0xabc...'\nORDER BY event_index;\n```"}, "FROM_ADDRESS": {"type": "TEXT", "index": 6, "name": "FROM_ADDRESS", "comment": "The from address for the token transfer. This may or may not be the same as the origin_from_address.\n\nExample: '0x1234567890123456789012345678901234567890'"}, "TO_ADDRESS": {"type": "TEXT", "index": 7, "name": "TO_ADDRESS", "comment": "The to address for the token transfer. This may or may not be the same as the origin_to_address.\n\nExample: '0xabcdefabcdefabcdefabcdefabcdefabcdefabcd'"}, "CONTRACT_ADDRESS": {"type": "TEXT", "index": 8, "name": "CONTRACT_ADDRESS", "comment": "The contract address for the token transfer.\n\nExample: '0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48'"}, "TOKEN_STANDARD": {"type": "TEXT", "index": 9, "name": "TOKEN_STANDARD", "comment": "The token standard for the transfer, in this case always erc20.\n\nExample: 'erc20'"}, "TOKEN_IS_VERIFIED": {"type": "BOOLEAN", "index": 10, "name": "TOKEN_IS_VERIFIED", "comment": "Boolean flag indicating if the token is verified by the Flipside team.\n\nExample: true"}, "NAME": {"type": "TEXT", "index": 11, "name": "NAME", "comment": "Human-readable contract name from the name() function.\n\nExample: 'USD Coin'"}, "SYMBOL": {"type": "TEXT", "index": 12, "name": "SYMBOL", "comment": "Token/contract symbol from the symbol() function.\n\nExample: 'USDC'"}, "DECIMALS": {"type": "NUMBER", "index": 13, "name": "DECIMALS", "comment": "Number of decimal places for token amounts, read directly from the contract code.\n\nExample: 6"}, "RAW_AMOUNT_PRECISE": {"type": "TEXT", "index": 14, "name": "RAW_AMOUNT_PRECISE", "comment": "String representation of raw amount for precision preservation.\n\nExample: '1000500000'"}, "RAW_AMOUNT": {"type": "FLOAT", "index": 15, "name": "RAW_AMOUNT", "comment": "Original token amount without decimal adjustment.\n\nExample: 1000500000"}, "AMOUNT_PRECISE": {"type": "TEXT", "index": 16, "name": "AMOUNT_PRECISE", "comment": "String representation of decimal-adjusted amount preserving full precision.\n\nExample: '1000.500000'"}, "AMOUNT": {"type": "FLOAT", "index": 17, "name": "AMOUNT", "comment": "Decimal-adjusted token amount for human-readable values.\n\nExample: 1000.50"}, "AMOUNT_USD": {"type": "FLOAT", "index": 18, "name": "AMOUNT_USD", "comment": "USD value of the token transfer at transaction time.\n\nExample: 1000.50"}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 19, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": "Function signature (first 4 bytes) of the called method.\n\n**Format**: 0x + 8 hex characters\n\n**Common Signatures**:\n- 0xa9059cbb: transfer(address,uint256)\n- 0x095ea7b3: approve(address,uint256)\n- 0x23b872dd: transferFrom(address,address,uint256)\n\n**Note**: NULL for simple transfers or invalid calls"}, "ORIGIN_FROM_ADDRESS": {"type": "TEXT", "index": 20, "name": "ORIGIN_FROM_ADDRESS", "comment": "The externally-owned account (EOA) or contract address that initiated the transaction.\n\n**Key Points**:\n- Always 42 characters (0x + 40 hex chars)\n- Lowercase normalized in all tables\n- Cannot be NULL for valid transactions\n- For contract creation: sender of creation transaction\n\n**Common Patterns**:\n- EOA \u2192 EOA: Simple transfer\n- EOA \u2192 Contract: User interaction\n- Contract \u2192 Contract: Internal calls (see fact_traces)\n- Known addresses: Exchange hot wallets, protocol deployers\n\n**Query Examples**:\n```sql\n-- User activity analysis\nSELECT from_address, COUNT(*) as tx_count\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 30\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- New user detection\nSELECT DISTINCT from_address\nFROM <blockchain_name>.core.fact_transactions t1\nWHERE NOT EXISTS (\n    SELECT 1 FROM <blockchain_name>.core.fact_transactions t2 \n    WHERE t2.from_address = t1.from_address \n    AND t2.block_number < t1.block_number\n);\n```"}, "ORIGIN_TO_ADDRESS": {"type": "TEXT", "index": 21, "name": "ORIGIN_TO_ADDRESS", "comment": "The destination address for the transaction - either an EOA or contract address.\n\n**Special Cases**:\n- NULL: Contract creation transaction\n- Contract address: Interacting with smart contract\n- EOA address: Simple transfer or receiving funds\n\n**Important Patterns**:\n```sql\n-- Contract deployments\nWHERE to_address IS NULL\n\n-- Popular contracts\nSELECT to_address, COUNT(*) as interactions\nFROM <blockchain_name>.core.fact_transactions\nWHERE to_address IS NOT NULL\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- Direct transfers only\nWHERE to_address NOT IN (SELECT address FROM dim_contracts)\n```\n\n**Note**: For token transfers, this is the token contract, not the recipient. See ez_token_transfers tables for recipient."}, "EZ_TOKEN_TRANSFERS_ID": {"type": "TEXT", "index": 22, "name": "EZ_TOKEN_TRANSFERS_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 23, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 24, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"clustering_key": {"id": "clustering_key", "label": "Clustering Key", "value": "LINEAR(block_timestamp::DATE)", "include": true, "description": "The key used to cluster this table"}, "last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 14:01UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 12875376128, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 117478833, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.fsc_evm.core__ez_token_transfers"}, "model.fsc_evm.test_nft__ez_nft_transfers_full": {"metadata": {"type": "VIEW", "schema": "TEST_NFT", "name": "EZ_NFT_TRANSFERS_FULL", "database": "SCROLL", "comment": "This is a view used to test all of the `ez_nft_transfers` data.", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": ""}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": ""}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": ""}, "TX_POSITION": {"type": "NUMBER", "index": 4, "name": "TX_POSITION", "comment": ""}, "EVENT_INDEX": {"type": "NUMBER", "index": 5, "name": "EVENT_INDEX", "comment": ""}, "INTRA_EVENT_INDEX": {"type": "NUMBER", "index": 6, "name": "INTRA_EVENT_INDEX", "comment": ""}, "TOKEN_TRANSFER_TYPE": {"type": "TEXT", "index": 7, "name": "TOKEN_TRANSFER_TYPE", "comment": ""}, "IS_MINT": {"type": "BOOLEAN", "index": 8, "name": "IS_MINT", "comment": ""}, "FROM_ADDRESS": {"type": "TEXT", "index": 9, "name": "FROM_ADDRESS", "comment": ""}, "TO_ADDRESS": {"type": "TEXT", "index": 10, "name": "TO_ADDRESS", "comment": ""}, "CONTRACT_ADDRESS": {"type": "TEXT", "index": 11, "name": "CONTRACT_ADDRESS", "comment": ""}, "TOKEN_ID": {"type": "TEXT", "index": 12, "name": "TOKEN_ID", "comment": ""}, "QUANTITY": {"type": "TEXT", "index": 13, "name": "QUANTITY", "comment": ""}, "TOKEN_STANDARD": {"type": "TEXT", "index": 14, "name": "TOKEN_STANDARD", "comment": ""}, "NAME": {"type": "TEXT", "index": 15, "name": "NAME", "comment": ""}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 16, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": ""}, "ORIGIN_FROM_ADDRESS": {"type": "TEXT", "index": 17, "name": "ORIGIN_FROM_ADDRESS", "comment": ""}, "ORIGIN_TO_ADDRESS": {"type": "TEXT", "index": 18, "name": "ORIGIN_TO_ADDRESS", "comment": ""}, "EZ_NFT_TRANSFERS_ID": {"type": "TEXT", "index": 19, "name": "EZ_NFT_TRANSFERS_ID", "comment": ""}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 20, "name": "INSERTED_TIMESTAMP", "comment": ""}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 21, "name": "MODIFIED_TIMESTAMP", "comment": ""}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.fsc_evm.test_nft__ez_nft_transfers_full"}, "seed.fsc_evm.silver_bridge__allbridge_chain_id_seed": {"metadata": {"type": "BASE TABLE", "schema": "SILVER_BRIDGE", "name": "ALLBRIDGE_CHAIN_ID_SEED", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"CHAIN": {"type": "TEXT", "index": 1, "name": "CHAIN", "comment": null}, "CHAIN_ID": {"type": "NUMBER", "index": 2, "name": "CHAIN_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 14:15UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 1536, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 11, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.fsc_evm.silver_bridge__allbridge_chain_id_seed"}, "test.fsc_evm.dbt_utils_unique_combination_of_columns_test_silver__proxies_full__ID.bab8372ca0": {"metadata": {"type": "BASE TABLE", "schema": "DBT_UTILS_UNIQUE_COMBINATION_OF_COLUMNS_TEST_SILVER", "name": "PROXIES_FULL", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"_ID": {"type": "TEXT", "index": 1, "name": "_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-07-28 07:06UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_utils_unique_combination_of_columns_test_silver__proxies_full__ID.bab8372ca0"}, "model.fsc_evm.test_gold__fact_transactions_full": {"metadata": {"type": "VIEW", "schema": "TEST_GOLD", "name": "FACT_TRANSACTIONS_FULL", "database": "SCROLL", "comment": "This is a view used to test all of the gold fact transactions model.", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": ""}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": ""}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": ""}, "FROM_ADDRESS": {"type": "TEXT", "index": 4, "name": "FROM_ADDRESS", "comment": ""}, "TO_ADDRESS": {"type": "TEXT", "index": 5, "name": "TO_ADDRESS", "comment": ""}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 6, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": ""}, "VALUE": {"type": "FLOAT", "index": 7, "name": "VALUE", "comment": ""}, "VALUE_PRECISE_RAW": {"type": "TEXT", "index": 8, "name": "VALUE_PRECISE_RAW", "comment": ""}, "VALUE_PRECISE": {"type": "TEXT", "index": 9, "name": "VALUE_PRECISE", "comment": ""}, "TX_FEE": {"type": "FLOAT", "index": 10, "name": "TX_FEE", "comment": ""}, "TX_FEE_PRECISE": {"type": "TEXT", "index": 11, "name": "TX_FEE_PRECISE", "comment": ""}, 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"owner": "DBT_CLOUD_SCROLL"}, "columns": {"DECODED_LOGS_ID": {"type": "TEXT", "index": 1, "name": "DECODED_LOGS_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-07-28 07:06UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_utils_unique_combination_of_columns_test_silver__decoded_logs_full_DECODED_LOGS_ID.537938d81c"}, "test.fsc_evm.dbt_expectations_expect_column_values_to_match_regex_test_gold__fact_event_logs_recent_CONTRACT_ADDRESS__0_xX_0_9a_fA_F_.3d58ac3aa0": {"metadata": {"type": "BASE TABLE", "schema": "DBT_EXPECTATIONS_EXPECT_COLUMN_VALUES_TO_MATCH_REGEX_TEST_GOLD", "name": "FACT_EVENT_LOGS_RECENT_CONTRACT_ADDRESS", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"EXPRESSION": {"type": "BOOLEAN", "index": 1, "name": "EXPRESSION", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 12:36UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_column_values_to_match_regex_test_gold__fact_event_logs_recent_CONTRACT_ADDRESS__0_xX_0_9a_fA_F_.3d58ac3aa0"}, "model.fsc_evm.core__fact_event_logs": {"metadata": {"type": "BASE TABLE", "schema": "CORE", "name": "FACT_EVENT_LOGS", "database": "SCROLL", "comment": "## What\n\nThis table contains raw event logs emitted by smart contracts during transaction execution. Each row represents a single event with its topics and data. Events are the primary mechanism for smart contracts to communicate state changes and must be explicitly emitted in contract code.\n\n## Key Use Cases\n\n- Tracking raw blockchain events before decoding\n- Filtering events by signature (topic_0) for specific event types\n- Analyzing contract activity patterns and event frequencies\n- Building custom event decoders for unsupported contracts\n- Monitoring specific addresses via indexed parameters\n\n## Important Relationships\n\n- **Join with ez_decoded_event_logs**: Use `tx_hash` and `event_index` for simplified decoded data\n- **Join with fact_transactions**: Use `tx_hash` for transaction context\n- **Join with dim_contracts**: Use `contract_address` for contract metadata\n\n## Commonly-used Fields\n\n- `topic_0`: Event signature hash for filtering event types\n- `contract_address`: Smart contract that emitted the event\n- `topics`: Array of indexed parameters (max 4)\n- `data`: Hex-encoded non-indexed parameters\n- `event_index`: Sequential position within transaction\n- `tx_hash`: Transaction containing this event\n\n## Sample queries\n\n```sql\n-- Find all ERC-20 Transfer events in last 24 hours\nSELECT \n    block_timestamp,\n    tx_hash,\n    contract_address,\n    topics[1] AS from_address_padded,\n    topics[2] AS to_address_padded,\n    data AS amount_hex,\n    event_index\nFROM <blockchain_name>.core.fact_event_logs\nWHERE topic_0 = '0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef'\n    AND ARRAY_SIZE(topics) = 3  -- ERC-20 has 3 topics\n    AND block_timestamp >= CURRENT_DATE - 1\nLIMIT 100;\n\n-- Most active contracts by event count\nSELECT \n    contract_address,\n    COUNT(*) AS event_count,\n    COUNT(DISTINCT tx_hash) AS unique_txs,\n    COUNT(DISTINCT topic_0) AS unique_event_types,\n    MIN(block_timestamp) AS first_seen,\n    MAX(block_timestamp) AS last_seen\nFROM <blockchain_name>.core.fact_event_logs\nWHERE block_timestamp >= CURRENT_DATE - 7\nGROUP BY 1\nORDER BY 2 DESC\nLIMIT 50;\n\n-- Event patterns within transactions\nSELECT \n    tx_hash,\n    COUNT(*) AS events_in_tx,\n    COUNT(DISTINCT contract_address) AS contracts_touched,\n    ARRAY_AGG(DISTINCT topic_0) AS event_signatures\nFROM <blockchain_name>.core.fact_event_logs\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1\nHAVING COUNT(*) > 10\nORDER BY 2 DESC\nLIMIT 20;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": "Sequential counter representing the position of a block in the blockchain since genesis (block 0).\n\n**Key Facts**:\n- Immutable once finalized\n- Primary ordering mechanism for blockchain data\n- Increments by 1 for each new block\n- Used as a proxy for time in many analyses\n\n**Usage in Queries**:\n```sql\n-- Recent data\nWHERE block_number >= (SELECT MAX(block_number) - 1000 FROM fact_blocks)\n\n-- Historical analysis\nWHERE block_number BETWEEN 15000000 AND 16000000\n\n-- Join across tables\nJOIN <blockchain_name>.core.fact_event_logs USING (block_number)\n```\n\n**Important**: Block numbers are chain-specific. Block 15000000 on Ethereum \u2260 block 15000000 on Polygon."}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": "UTC timestamp when the block was produced by validators/miners.\n\n**Format**: TIMESTAMP_NTZ (no timezone)\n**Precision**: Second-level accuracy\n**Reliability**:\n- Set by block producer\n- Can have minor variations (\u00b115 seconds)\n- Always increasing (newer blocks = later timestamps)\n\n**Best Practices**:\n```sql\n-- Time-based filtering (most efficient)\nWHERE block_timestamp >= DATEADD('day', -7, CURRENT_TIMESTAMP)\n\n-- Hourly aggregations\nDATE_TRUNC('hour', block_timestamp) AS hour\n\n-- UTC date extraction\nDATE(block_timestamp) AS block_date\n```\n\n**Note**: Use for time-series analysis, but be aware that block production rates vary by chain."}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": "Unique 66-character identifier for the transaction.\n\n**Format**: 0x + 64 hexadecimal characters\n\n**Usage**:\n- Primary key for transaction lookups\n- Join key for traces, logs, and token transfers\n- Immutable once confirmed\n\n**Example**: `0x5c504ed432cb51138bcf09aa5e8a410dd4a1e204ef84bfed1be16dfba1b22060`"}, "TX_POSITION": {"type": "NUMBER", "index": 4, "name": "TX_POSITION", "comment": "Zero-indexed position of transaction within its block.\n\n**Insights**:\n- Position 0: First transaction in block\n- MEV bots often target early positions\n- Bundle transactions appear consecutively\n- Useful for analyzing transaction ordering"}, "EVENT_INDEX": {"type": "NUMBER", "index": 5, "name": "EVENT_INDEX", "comment": "Zero-based sequential position of the event within a transaction's execution.\n\n**Key Facts**:\n- Starts at 0 for first event\n- Increments across all contracts in transaction\n- Preserves execution order\n- Essential for deterministic event ordering\n\n**Usage Example**:\n```sql\n-- Trace event execution flow\nSELECT \n    event_index,\n    contract_address,\n    topic_0,\n    SUBSTRING(data, 1, 10) AS data_preview\nFROM <blockchain_name>.core.fact_event_logs\nWHERE tx_hash = '0xabc...'\nORDER BY event_index;\n```"}, "CONTRACT_ADDRESS": {"type": "TEXT", "index": 6, "name": "CONTRACT_ADDRESS", "comment": "Smart contract address that emitted this event or received the transaction.\n\n**Key Points**:\n- Always the immediate event emitter for logs\n- May differ from transaction to_address\n- Lowercase normalized format\n- Never NULL for valid events"}, "TOPICS": {"type": "VARIANT", "index": 7, "name": "TOPICS", "comment": "Array containing all indexed parameters of the event.\n\nExample: ['0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef', '0x0000000000000000000000001234567890123456789012345678901234567890']"}, "TOPIC_0": {"type": "TEXT", "index": 8, "name": "TOPIC_0", "comment": "Event signature hash - keccak256 of the event declaration.\n\nExample: '0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef'"}, "TOPIC_1": {"type": "TEXT", "index": 9, "name": "TOPIC_1", "comment": "First indexed parameter of the event (if exists).\n\nExample: '0x0000000000000000000000001234567890123456789012345678901234567890'"}, "TOPIC_2": {"type": "TEXT", "index": 10, "name": "TOPIC_2", "comment": "Second indexed parameter of the event (if exists).\n\nExample: '0x000000000000000000000000abcdefabcdefabcdefabcdefabcdefabcdefabcd'"}, "TOPIC_3": {"type": "TEXT", "index": 11, "name": "TOPIC_3", "comment": "Third indexed parameter of the event (if exists).\n\nExample: '0x0000000000000000000000000000000000000000000000000000000000000001'"}, "DATA": {"type": "TEXT", "index": 12, "name": "DATA", "comment": "Hex-encoded non-indexed event parameters.\n\nExample: '0x0000000000000000000000000000000000000000000000000de0b6b3a7640000'"}, "EVENT_REMOVED": {"type": "BOOLEAN", "index": 13, "name": "EVENT_REMOVED", "comment": "Boolean flag indicating if the event was removed due to chain reorganization.\n\nExample: false"}, "ORIGIN_FROM_ADDRESS": {"type": "TEXT", "index": 14, "name": "ORIGIN_FROM_ADDRESS", "comment": "The externally-owned account (EOA) or contract address that initiated the transaction.\n\n**Key Points**:\n- Always 42 characters (0x + 40 hex chars)\n- Lowercase normalized in all tables\n- Cannot be NULL for valid transactions\n- For contract creation: sender of creation transaction\n\n**Common Patterns**:\n- EOA \u2192 EOA: Simple transfer\n- EOA \u2192 Contract: User interaction\n- Contract \u2192 Contract: Internal calls (see fact_traces)\n- Known addresses: Exchange hot wallets, protocol deployers\n\n**Query Examples**:\n```sql\n-- User activity analysis\nSELECT from_address, COUNT(*) as tx_count\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 30\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- New user detection\nSELECT DISTINCT from_address\nFROM <blockchain_name>.core.fact_transactions t1\nWHERE NOT EXISTS (\n    SELECT 1 FROM <blockchain_name>.core.fact_transactions t2 \n    WHERE t2.from_address = t1.from_address \n    AND t2.block_number < t1.block_number\n);\n```"}, "ORIGIN_TO_ADDRESS": {"type": "TEXT", "index": 15, "name": "ORIGIN_TO_ADDRESS", "comment": "The destination address for the transaction - either an EOA or contract address.\n\n**Special Cases**:\n- NULL: Contract creation transaction\n- Contract address: Interacting with smart contract\n- EOA address: Simple transfer or receiving funds\n\n**Important Patterns**:\n```sql\n-- Contract deployments\nWHERE to_address IS NULL\n\n-- Popular contracts\nSELECT to_address, COUNT(*) as interactions\nFROM <blockchain_name>.core.fact_transactions\nWHERE to_address IS NOT NULL\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- Direct transfers only\nWHERE to_address NOT IN (SELECT address FROM dim_contracts)\n```\n\n**Note**: For token transfers, this is the token contract, not the recipient. See ez_token_transfers tables for recipient."}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 16, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": "Function signature (first 4 bytes) of the called method.\n\n**Format**: 0x + 8 hex characters\n\n**Common Signatures**:\n- 0xa9059cbb: transfer(address,uint256)\n- 0x095ea7b3: approve(address,uint256)\n- 0x23b872dd: transferFrom(address,address,uint256)\n\n**Note**: NULL for simple transfers or invalid calls"}, "TX_SUCCEEDED": {"type": "BOOLEAN", "index": 17, "name": "TX_SUCCEEDED", "comment": "Boolean indicator of transaction success.\n\n**Values**:\n- TRUE: Transaction executed successfully\n- FALSE: Transaction failed/reverted"}, "FACT_EVENT_LOGS_ID": {"type": "TEXT", "index": 18, "name": "FACT_EVENT_LOGS_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 19, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 20, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"clustering_key": {"id": "clustering_key", "label": "Clustering Key", "value": "LINEAR(block_timestamp::DATE)", "include": true, "description": "The key used to cluster this table"}, 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"MODIFIED_TIMESTAMP", "comment": null}, "_INVOCATION_ID": {"type": "TEXT", "index": 12, "name": "_INVOCATION_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-07-28 07:15UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.not_null_test_silver__traces_full_TRACE_ADDRESS.91648874f9"}, "model.fsc_evm.silver_stats__core_metrics_hourly": {"metadata": {"type": "BASE TABLE", "schema": "SILVER_STATS", "name": 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"test.fsc_evm.not_null_test_gold__fact_transactions_recent_FROM_ADDRESS.f6687a1d92"}, "test.fsc_evm.not_null_test_gold__fact_traces_recent_ORIGIN_FROM_ADDRESS.bc94384fb7": {"metadata": {"type": "BASE TABLE", "schema": "NOT_NULL_TEST_GOLD", "name": "FACT_TRACES_RECENT_ORIGIN_FROM_ADDRESS", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": null}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": null}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": null}, "TX_POSITION": {"type": "NUMBER", "index": 4, "name": "TX_POSITION", "comment": null}, "TRACE_INDEX": {"type": "NUMBER", "index": 5, "name": "TRACE_INDEX", "comment": null}, "FROM_ADDRESS": {"type": "TEXT", "index": 6, "name": "FROM_ADDRESS", "comment": null}, "TO_ADDRESS": {"type": "TEXT", "index": 7, "name": "TO_ADDRESS", "comment": null}, "INPUT": {"type": "TEXT", "index": 8, "name": "INPUT", "comment": null}, "OUTPUT": {"type": "TEXT", "index": 9, "name": "OUTPUT", "comment": null}, "TYPE": {"type": "TEXT", "index": 10, "name": "TYPE", "comment": null}, "TRACE_ADDRESS": {"type": "TEXT", "index": 11, "name": "TRACE_ADDRESS", "comment": null}, "SUB_TRACES": {"type": "NUMBER", "index": 12, "name": "SUB_TRACES", "comment": null}, "VALUE": {"type": "FLOAT", "index": 13, "name": "VALUE", "comment": null}, "VALUE_PRECISE_RAW": {"type": "TEXT", "index": 14, "name": "VALUE_PRECISE_RAW", "comment": null}, "VALUE_PRECISE": {"type": "TEXT", "index": 15, "name": "VALUE_PRECISE", "comment": null}, "VALUE_HEX": {"type": "TEXT", "index": 16, "name": "VALUE_HEX", "comment": null}, "GAS": {"type": "NUMBER", "index": 17, "name": "GAS", "comment": null}, "GAS_USED": {"type": "NUMBER", "index": 18, "name": "GAS_USED", "comment": null}, "ORIGIN_FROM_ADDRESS": {"type": "TEXT", "index": 19, "name": "ORIGIN_FROM_ADDRESS", "comment": null}, "ORIGIN_TO_ADDRESS": {"type": "TEXT", "index": 20, "name": "ORIGIN_TO_ADDRESS", "comment": null}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 21, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": null}, "TRACE_SUCCEEDED": {"type": "BOOLEAN", "index": 22, "name": "TRACE_SUCCEEDED", "comment": null}, "ERROR_REASON": {"type": "TEXT", "index": 23, "name": "ERROR_REASON", "comment": null}, "REVERT_REASON": {"type": "TEXT", "index": 24, "name": "REVERT_REASON", "comment": null}, "TX_SUCCEEDED": {"type": "BOOLEAN", "index": 25, "name": "TX_SUCCEEDED", "comment": null}, "FACT_TRACES_ID": {"type": "TEXT", "index": 26, "name": "FACT_TRACES_ID", "comment": null}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 27, "name": "INSERTED_TIMESTAMP", "comment": null}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 28, "name": "MODIFIED_TIMESTAMP", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 12:38UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.not_null_test_gold__fact_traces_recent_ORIGIN_FROM_ADDRESS.bc94384fb7"}, "model.fsc_evm.core__dim_labels": {"metadata": {"type": "BASE TABLE", "schema": "CORE", "name": "DIM_LABELS", "database": "SCROLL", "comment": "## What\n\nThe labels table is a critical dimension for blockchain analysis, providing one-to-one address identifiers that transform opaque addresses into recognizable entities. Labels are categorized into types (cex, dex, defi, etc.) and subtypes (hot_wallet, treasury, etc.) to enable sophisticated filtering and analysis.\n\n## Key Use Cases\n\n- Track centralized exchange flows (deposits, withdrawals, hot/cold wallet movements)\n- Analyze DeFi protocol usage and cross-protocol interactions\n- Monitor whale and institutional wallet activities\n- Identify token contracts and their movements\n- Assess labeling coverage for active addresses\n- Create entity-based transaction flow analysis\n\n## Important Relationships\n\n- **Join with fact_transactions**: Identify exchange flows, protocol usage\n- **Join with ez_token_transfers**: Track token movements by entity type\n- **Join with dim_contracts**: Combine with contract metadata\n\n## Commonly-used Fields\n\n- `address`: Primary key for joining with transaction tables\n- `label_type`: High-level category (cex, dex, defi, token, etc.)\n- `label_subtype`: Specific categorization within type (hot_wallet, pool, etc.)\n- `project_name`: Protocol or entity name\n- `address_name`: Most specific, granular label\n- `blockchain`: Network identifier for multi-chain queries\n\n## Sample Queries\n\n**Exchange Flow Analysis**\n```sql\n-- Track CEX inflows and outflows\nWITH cex_addresses AS (\n    SELECT DISTINCT address\n    FROM <blockchain_name>.core.dim_labels\n    WHERE label_type = 'cex'\n        AND label_subtype IN ('hot_wallet', 'deposit')\n)\nSELECT \n    DATE_TRUNC('day', t.block_timestamp) AS day,\n    CASE \n        WHEN t.to_address IN (SELECT address FROM cex_addresses) THEN 'CEX Inflow'\n        WHEN t.from_address IN (SELECT address FROM cex_addresses) THEN 'CEX Outflow'\n    END AS flow_direction,\n    COUNT(*) AS transaction_count,\n    SUM(t.value) AS total_native_value,\n    COUNT(DISTINCT t.from_address) AS unique_users\nFROM <blockchain_name>.fact.fact_transactions t\nWHERE (t.to_address IN (SELECT address FROM cex_addresses)\n       OR t.from_address IN (SELECT address FROM cex_addresses))\n    AND t.block_timestamp >= CURRENT_DATE - 30\n    AND t.value > 0\nGROUP BY 1, 2\nORDER BY 1 DESC, 2;\n```\n\n**Protocol Usage Ranking**\n```sql\n-- Top DeFi protocols by unique users\nSELECT \n    l.project_name,\n    l.label_type,\n    COUNT(DISTINCT t.from_address) AS unique_users,\n    COUNT(*) AS total_interactions,\n    SUM(t.tx_fee) AS total_fees_paid\nFROM <blockchain_name>.fact.fact_transactions t\nJOIN <blockchain_name>.core.dim_labels l ON t.to_address = l.address\nWHERE l.label_type IN ('defi', 'dex')\n    AND t.block_timestamp >= CURRENT_DATE - 7\n    AND t.tx_status = 'SUCCESS'\nGROUP BY 1, 2\nORDER BY 3 DESC\nLIMIT 20;\n```\n\n**Whale Wallet Tracking**\n```sql\n-- Monitor large holder activities\nWITH whale_activity AS (\n    SELECT \n        l.address,\n        l.address_name,\n        l.label_type,\n        COUNT(*) AS tx_count,\n        SUM(CASE WHEN t.from_address = l.address THEN 1 ELSE 0 END) AS outgoing_tx,\n        SUM(CASE WHEN t.to_address = l.address THEN 1 ELSE 0 END) AS incoming_tx,\n        SUM(CASE WHEN t.from_address = l.address THEN t.value ELSE 0 END) AS value_sent,\n        SUM(CASE WHEN t.to_address = l.address THEN t.value ELSE 0 END) AS value_received\n    FROM <blockchain_name>.core.dim_labels l\n    JOIN <blockchain_name>.fact.fact_transactions t \n        ON l.address IN (t.from_address, t.to_address)\n    WHERE l.label_type IN ('whale', 'institution', 'fund')\n        AND t.block_timestamp >= CURRENT_DATE - 1\n    GROUP BY 1, 2, 3\n)\nSELECT \n    *,\n    value_received - value_sent AS net_flow\nFROM whale_activity\nWHERE tx_count > 10\nORDER BY ABS(net_flow) DESC;\n```\n\n**Cross-Protocol Interactions**\n```sql\n-- Find addresses interacting with multiple protocols\nWITH user_protocols AS (\n    SELECT \n        t.from_address AS user_address,\n        l.project_name,\n        l.label_type,\n        COUNT(*) AS interactions\n    FROM <blockchain_name>.fact.fact_transactions t\n    JOIN <blockchain_name>.core.dim_labels l ON t.to_address = l.address\n    WHERE l.label_type IN ('defi', 'dex', 'nft')\n        AND t.block_timestamp >= CURRENT_DATE - 30\n    GROUP BY 1, 2, 3\n)\nSELECT \n    user_address,\n    COUNT(DISTINCT project_name) AS protocols_used,\n    SUM(interactions) AS total_interactions,\n    ARRAY_AGG(DISTINCT project_name) AS protocol_list\nFROM user_protocols\nGROUP BY 1\nHAVING COUNT(DISTINCT project_name) >= 5\nORDER BY 2 DESC\nLIMIT 100;\n```\n        \n**Label Coverage Analysis**\n```sql\n-- Assess labeling coverage for active addresses\nWITH active_addresses AS (\n    SELECT DISTINCT address, address_count\n    FROM (\n        SELECT to_address AS address, COUNT(*) AS address_count\n        FROM <blockchain_name>.fact.fact_transactions\n        WHERE block_timestamp >= CURRENT_DATE - 7\n        GROUP BY 1\n        HAVING COUNT(*) > 100\n    )\n)\nSELECT \n    CASE WHEN l.address IS NOT NULL THEN 'Labeled' ELSE 'Unlabeled' END AS status,\n    COUNT(*) AS address_count,\n    SUM(a.address_count) AS total_transactions\nFROM active_addresses a\nLEFT JOIN <blockchain_name>.core.dim_labels l ON a.address = l.address\nGROUP BY 1;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCKCHAIN": {"type": "TEXT", "index": 1, "name": "BLOCKCHAIN", "comment": "The blockchain network for this label. Required for multi-chain label queries.\n\nExample: 'ethereum'"}, "CREATOR": {"type": "TEXT", "index": 2, "name": "CREATOR", "comment": "The source or creator of this label entry. Labels from verified sources may be more reliable.\n\nExample: 'flipside'"}, "ADDRESS": {"type": "TEXT", "index": 3, "name": "ADDRESS", "comment": "The blockchain address (0x format) that this label describes. Lowercase hex string used as primary key for joining.\n\nExample: '0x1234567890123456789012345678901234567890'"}, "ADDRESS_NAME": {"type": "TEXT", "index": 4, "name": "ADDRESS_NAME", "comment": "The most specific, granular label for this address. Provides maximum detail for precise identification.\n\nExample: 'Binance 14'"}, "LABEL_TYPE": {"type": "TEXT", "index": 5, "name": "LABEL_TYPE", "comment": "High-level category describing the address's primary function. Core types include cex, dex, defi, token, nft, bridge, games, whale, institution, and l2.\n\nExample: 'cex'"}, "LABEL_SUBTYPE": {"type": "TEXT", "index": 6, "name": "LABEL_SUBTYPE", "comment": "Specific categorization within the label type. Used for detailed filtering within broader categories.\n\nExample: 'hot_wallet'"}, "LABEL": {"type": "TEXT", "index": 7, "name": "LABEL", "comment": "High-level label identifying the general entity or wallet type. Often combines project_name with label_subtype.\n\nExample: 'Binance Hot Wallet'"}, "DIM_LABELS_ID": {"type": "TEXT", "index": 8, "name": "DIM_LABELS_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 9, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 10, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"clustering_key": {"id": "clustering_key", "label": "Clustering Key", "value": "LINEAR(modified_timestamp::DATE)", "include": true, "description": "The key used to cluster this table"}, "last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 13:59UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, 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"Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.not_null_test_gold__fact_blocks_recent_UNCLE_BLOCKS.3393af752e"}, "test.fsc_evm.not_null_silver__complete_token_asset_metadata_MODIFIED_TIMESTAMP.58ef7db480": {"metadata": {"type": "BASE TABLE", "schema": "NOT_NULL_SILVER", "name": "COMPLETE_TOKEN_ASSET_METADATA_MODIFIED_TIMESTAMP", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"TOKEN_ADDRESS": {"type": "TEXT", "index": 1, "name": "TOKEN_ADDRESS", "comment": null}, "ASSET_ID": {"type": "TEXT", "index": 2, "name": "ASSET_ID", "comment": null}, "SYMBOL": {"type": "TEXT", "index": 3, "name": "SYMBOL", "comment": null}, "NAME": {"type": "TEXT", "index": 4, "name": "NAME", "comment": null}, "DECIMALS": {"type": "NUMBER", "index": 5, "name": "DECIMALS", "comment": null}, "BLOCKCHAIN": {"type": "TEXT", "index": 6, "name": "BLOCKCHAIN", "comment": null}, 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"test.fsc_evm.dbt_expectations_expect_row_values_to_have_recent_data_test_silver__transactions_full_MODIFIED_TIMESTAMP__hour__2.fd041d9a4a": {"metadata": {"type": "BASE TABLE", "schema": "DBT_EXPECTATIONS_EXPECT_ROW_VALUES_TO_HAVE_RECENT_DATA_TEST_SILVER", "name": "TRANSACTIONS_FULL_MODIFIED_TIMESTAMP", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"MAX_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 1, "name": "MAX_TIMESTAMP", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-07-28 07:05UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_row_values_to_have_recent_data_test_silver__transactions_full_MODIFIED_TIMESTAMP__hour__2.fd041d9a4a"}, "test.fsc_evm.dbt_expectations_expect_column_values_to_match_regex_test_gold__fact_transactions_recent_TO_ADDRESS__0_xX_0_9a_fA_F_.cc531991fa": {"metadata": {"type": "BASE TABLE", "schema": "DBT_EXPECTATIONS_EXPECT_COLUMN_VALUES_TO_MATCH_REGEX_TEST_GOLD", "name": "FACT_TRANSACTIONS_RECENT_TO_ADDRESS", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"EXPRESSION": {"type": "BOOLEAN", "index": 1, "name": "EXPRESSION", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 12:36UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_column_values_to_match_regex_test_gold__fact_transactions_recent_TO_ADDRESS__0_xX_0_9a_fA_F_.cc531991fa"}, "model.fsc_evm.core__ez_native_transfers": {"metadata": {"type": "BASE TABLE", "schema": "CORE", "name": "EZ_NATIVE_TRANSFERS", "database": "SCROLL", "comment": "## What\n\nThis convenience table tracks all native asset transfers (ETH, AVAX, MATIC, etc.) extracted from transaction traces. It provides a simplified view of value movements with decimal adjustments and USD conversions, making it easy to analyze fund flows without parsing complex trace data.\n\n## Key Use Cases\n\n- Tracking native asset movements between wallets and contracts\n- Analyzing exchange deposits and withdrawals\n- Monitoring whale movements and large transfers\n- Calculating wallet balances from transfer history\n- Identifying internal transfers within smart contract executions\n\n## Important Relationships\n\n- **Join with fact_transactions**: Use `tx_hash` for transaction context\n- **Join with fact_traces**: Use `tx_hash` and `trace_index` for trace details\n- **Join with dim_labels**: Use addresses for entity identification\n- **Complement to ez_token_transfers**: This table for native, that for tokens\n\n## Commonly-used Fields\n\n- `from_address`: The sender of the native asset transfer\n- `to_address`: The recipient of the native asset transfer\n- `amount`: Decimal-adjusted transfer amount\n- `amount_usd`: USD value at time of transfer\n- `origin_from_address`: Original transaction sender\n- `origin_to_address`: Original transaction recipient\n- `identifier`: Trace identifier (0 for external transfers)\n\n## Sample queries\n\n**Daily Native Asset Transfer Volume**\n```sql\nSELECT \n    DATE_TRUNC('day', block_timestamp) AS day,\n    COUNT(*) AS transfer_count,\n    COUNT(DISTINCT from_address) AS unique_senders,\n    COUNT(DISTINCT to_address) AS unique_receivers,\n    SUM(amount) AS total_amount,\n    AVG(amount) AS avg_amount,\n    SUM(amount_usd) AS total_usd,\n    MAX(amount_usd) AS largest_transfer_usd\nFROM <blockchain_name>.core.ez_native_transfers\nWHERE block_timestamp >= CURRENT_DATE - 30\n    AND amount > 0\nGROUP BY 1\nORDER BY 1 DESC;\n```\n\n**Whale Movements (Large Transfers)**\n```sql\nSELECT \n    block_timestamp,\n    tx_hash,\n    from_address,\n    to_address,\n    amount,\n    amount_usd,\n    origin_from_address,\n    origin_to_address,\n    identifier\nFROM <blockchain_name>.core.ez_native_transfers\nWHERE amount_usd > 1000000  -- Over [$]1M USD\n    AND block_timestamp >= CURRENT_DATE - 7\nORDER BY amount_usd DESC\nLIMIT 100;\n```\n\n**Exchange Deposit/Withdrawal Patterns**\n```sql\nWITH exchange_addresses AS (\n    SELECT DISTINCT address \n    FROM dim_labels \n    WHERE label_type = 'exchange'\n)\nSELECT \n    DATE_TRUNC('hour', block_timestamp) AS hour,\n    CASE \n        WHEN to_address IN (SELECT address FROM exchange_addresses) THEN 'Deposit'\n        WHEN from_address IN (SELECT address FROM exchange_addresses) THEN 'Withdrawal'\n    END AS transfer_type,\n    COUNT(*) AS transfer_count,\n    SUM(amount) AS total_amount,\n    SUM(amount_usd) AS total_usd\nFROM <blockchain_name>.core.ez_native_transfers\nWHERE block_timestamp >= CURRENT_DATE - 1\n    AND (to_address IN (SELECT address FROM exchange_addresses)\n         OR from_address IN (SELECT address FROM exchange_addresses))\nGROUP BY 1, 2\nORDER BY 1 DESC;\n```\n\n**Internal Transfer Analysis**\n```sql\n-- Compare external vs internal transfers\nSELECT \n    CASE \n        WHEN identifier = '0' THEN 'External Transfer'\n        ELSE 'Internal Transfer'\n    END AS transfer_type,\n    COUNT(*) AS count,\n    SUM(amount) AS total_amount,\n    AVG(amount) AS avg_amount,\n    SUM(amount_usd) AS total_volume_usd\nFROM <blockchain_name>.core.ez_native_transfers\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1;\n```\n\n**Smart Contract Native Asset Holdings**\n```sql\nWITH contract_balances AS (\n    SELECT \n        to_address AS address,\n        SUM(amount) AS inflows\n    FROM <blockchain_name>.core.ez_native_transfers\n    WHERE to_address IN (SELECT address FROM dim_contracts)\n    GROUP BY 1\n),\noutflows AS (\n    SELECT \n        from_address AS address,\n        SUM(amount) AS outflows\n    FROM <blockchain_name>.core.ez_native_transfers\n    WHERE from_address IN (SELECT address FROM dim_contracts)\n    GROUP BY 1\n)\nSELECT \n    c.address,\n    dc.name AS contract_name,\n    COALESCE(c.inflows, 0) - COALESCE(o.outflows, 0) AS net_balance,\n    c.inflows,\n    o.outflows\nFROM contract_balances c\nLEFT JOIN outflows o ON c.address = o.address\nLEFT JOIN <blockchain_name>.core.dim_contracts dc ON c.address = dc.address\nWHERE COALESCE(c.inflows, 0) - COALESCE(o.outflows, 0) > 100  -- Over 100 native tokens\nORDER BY net_balance DESC\nLIMIT 50;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": "Sequential counter representing the position of a block in the blockchain since genesis (block 0).\n\n**Key Facts**:\n- Immutable once finalized\n- Primary ordering mechanism for blockchain data\n- Increments by 1 for each new block\n- Used as a proxy for time in many analyses\n\n**Usage in Queries**:\n```sql\n-- Recent data\nWHERE block_number >= (SELECT MAX(block_number) - 1000 FROM fact_blocks)\n\n-- Historical analysis\nWHERE block_number BETWEEN 15000000 AND 16000000\n\n-- Join across tables\nJOIN <blockchain_name>.core.fact_event_logs USING (block_number)\n```\n\n**Important**: Block numbers are chain-specific. Block 15000000 on Ethereum \u2260 block 15000000 on Polygon."}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": "UTC timestamp when the block was produced by validators/miners.\n\n**Format**: TIMESTAMP_NTZ (no timezone)\n**Precision**: Second-level accuracy\n**Reliability**:\n- Set by block producer\n- Can have minor variations (\u00b115 seconds)\n- Always increasing (newer blocks = later timestamps)\n\n**Best Practices**:\n```sql\n-- Time-based filtering (most efficient)\nWHERE block_timestamp >= DATEADD('day', -7, CURRENT_TIMESTAMP)\n\n-- Hourly aggregations\nDATE_TRUNC('hour', block_timestamp) AS hour\n\n-- UTC date extraction\nDATE(block_timestamp) AS block_date\n```\n\n**Note**: Use for time-series analysis, but be aware that block production rates vary by chain."}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": "Unique 66-character identifier for the transaction.\n\n**Format**: 0x + 64 hexadecimal characters\n\n**Usage**:\n- Primary key for transaction lookups\n- Join key for traces, logs, and token transfers\n- Immutable once confirmed\n\n**Example**: `0x5c504ed432cb51138bcf09aa5e8a410dd4a1e204ef84bfed1be16dfba1b22060`"}, "TX_POSITION": {"type": "NUMBER", "index": 4, "name": "TX_POSITION", "comment": "Zero-indexed position of transaction within its block.\n\n**Insights**:\n- Position 0: First transaction in block\n- MEV bots often target early positions\n- Bundle transactions appear consecutively\n- Useful for analyzing transaction ordering"}, "TRACE_INDEX": {"type": "NUMBER", "index": 5, "name": "TRACE_INDEX", "comment": "Sequential index of trace within the transaction's execution.\n\nExample: 3"}, "TRACE_ADDRESS": {"type": "TEXT", "index": 6, "name": "TRACE_ADDRESS", "comment": "Array describing the trace's position in the execution tree.\n\nExample: [0, 1, 2]"}, "TYPE": {"type": "TEXT", "index": 7, "name": "TYPE", "comment": "The type of EVM operation performed.\n\nExample: 'CALL'"}, "FROM_ADDRESS": {"type": "TEXT", "index": 8, "name": "FROM_ADDRESS", "comment": "The from address for the native asset transfer. This may or may not be the same as the origin_from_address.\n\nExample: '0x1234567890123456789012345678901234567890'"}, "TO_ADDRESS": {"type": "TEXT", "index": 9, "name": "TO_ADDRESS", "comment": "The to address for the native asset transfer. This may or may not be the same as the origin_to_address.\n\nExample: '0xabcdefabcdefabcdefabcdefabcdefabcdefabcd'"}, "AMOUNT": {"type": "FLOAT", "index": 10, "name": "AMOUNT", "comment": "Native asset amount transferred, adjusted to standard decimal units.\n\nExample: 1.5"}, "AMOUNT_PRECISE_RAW": {"type": "TEXT", "index": 11, "name": "AMOUNT_PRECISE_RAW", "comment": "Native asset amount transferred, no decimal adjustment, returned as a string to preserve precision.\n\nExample: '1500000000000000000'"}, "AMOUNT_PRECISE": {"type": "TEXT", "index": 12, "name": "AMOUNT_PRECISE", "comment": "Native asset amount transferred, decimal adjusted, returned as a string to preserve precision.\n\nExample: '1.500000000000000000'"}, "AMOUNT_USD": {"type": "FLOAT", "index": 13, "name": "AMOUNT_USD", "comment": "USD value of the native asset transfer at the time of the transaction.\n\nExample: 2500.50"}, "ORIGIN_FROM_ADDRESS": {"type": "TEXT", "index": 14, "name": "ORIGIN_FROM_ADDRESS", "comment": "The externally-owned account (EOA) or contract address that initiated the transaction.\n\n**Key Points**:\n- Always 42 characters (0x + 40 hex chars)\n- Lowercase normalized in all tables\n- Cannot be NULL for valid transactions\n- For contract creation: sender of creation transaction\n\n**Common Patterns**:\n- EOA \u2192 EOA: Simple transfer\n- EOA \u2192 Contract: User interaction\n- Contract \u2192 Contract: Internal calls (see fact_traces)\n- Known addresses: Exchange hot wallets, protocol deployers\n\n**Query Examples**:\n```sql\n-- User activity analysis\nSELECT from_address, COUNT(*) as tx_count\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 30\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- New user detection\nSELECT DISTINCT from_address\nFROM <blockchain_name>.core.fact_transactions t1\nWHERE NOT EXISTS (\n    SELECT 1 FROM <blockchain_name>.core.fact_transactions t2 \n    WHERE t2.from_address = t1.from_address \n    AND t2.block_number < t1.block_number\n);\n```"}, "ORIGIN_TO_ADDRESS": {"type": "TEXT", "index": 15, "name": "ORIGIN_TO_ADDRESS", "comment": "The destination address for the transaction - either an EOA or contract address.\n\n**Special Cases**:\n- NULL: Contract creation transaction\n- Contract address: Interacting with smart contract\n- EOA address: Simple transfer or receiving funds\n\n**Important Patterns**:\n```sql\n-- Contract deployments\nWHERE to_address IS NULL\n\n-- Popular contracts\nSELECT to_address, COUNT(*) as interactions\nFROM <blockchain_name>.core.fact_transactions\nWHERE to_address IS NOT NULL\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- Direct transfers only\nWHERE to_address NOT IN (SELECT address FROM dim_contracts)\n```\n\n**Note**: For token transfers, this is the token contract, not the recipient. See ez_token_transfers tables for recipient."}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 16, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": "Function signature (first 4 bytes) of the called method.\n\n**Format**: 0x + 8 hex characters\n\n**Common Signatures**:\n- 0xa9059cbb: transfer(address,uint256)\n- 0x095ea7b3: approve(address,uint256)\n- 0x23b872dd: transferFrom(address,address,uint256)\n\n**Note**: NULL for simple transfers or invalid calls"}, "EZ_NATIVE_TRANSFERS_ID": {"type": "TEXT", "index": 17, "name": "EZ_NATIVE_TRANSFERS_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 18, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 19, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"clustering_key": {"id": "clustering_key", "label": "Clustering Key", "value": "LINEAR(block_timestamp::DATE)", "include": true, "description": "The key used to cluster this table"}, "last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 14:00UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate 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"INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 8, "name": "INSERTED_TIMESTAMP", "comment": null}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 9, "name": "MODIFIED_TIMESTAMP", "comment": null}, "_INVOCATION_ID": {"type": "TEXT", "index": 10, "name": "_INVOCATION_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 12:38UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.not_null_test_silver__confirm_blocks_recent_TX_HASH.7f8b64f808"}, "model.fsc_evm.price__dim_asset_metadata": {"metadata": {"type": "BASE TABLE", "schema": "PRICE", "name": "DIM_ASSET_METADATA", "database": "SCROLL", "comment": "## What\n\nThis table provides comprehensive metadata for all assets (tokens and native assets) tracked in the price schema across EVM blockchains. It includes provider, asset identifiers, names, symbols, contract addresses, blockchain, and verification status.\n\n## Key Use Cases\n\n- Join price data to asset metadata for enriched analysis\n- Cross-chain asset analysis and mapping\n- Asset discovery and verification status checking\n- Provider-specific data source analysis\n\n## Important Relationships\n\n- **Join with ez_prices_hourly**: For price time series data\n- **Join with core.dim_contracts**: For contract metadata\n\n## Commonly-used Fields\n\n- `provider`: Data source (coingecko, coinmarketcap, etc.)\n- `asset_id`: Provider-specific unique identifier\n- `blockchain`: Network identifier\n- `token_address`: Contract address (NULL for native assets)\n- `symbol`: Token ticker symbol\n- `name`: Full asset name\n\n## Sample Queries\n\n**Basic Asset Lookup**\n```sql\nSELECT *\nFROM <blockchain_name>.price.dim_asset_metadata\nWHERE blockchain = 'ethereum'\nORDER BY symbol;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"TOKEN_ADDRESS": {"type": "TEXT", "index": 1, "name": "TOKEN_ADDRESS", "comment": "Contract address of the token on the blockchain. NULL for native assets (ETH, AVAX, etc.).\n\nExample: '0xa0b86a33e6776a1e7f9f0b8b8b8b8b8b8b8b8b8b'"}, "ASSET_ID": {"type": "TEXT", "index": 2, "name": "ASSET_ID", "comment": "Unique identifier for the asset from the price provider. Provider-specific ID format.\n\nExample: 'ethereum'"}, "SYMBOL": {"type": "TEXT", "index": 3, "name": "SYMBOL", "comment": "Token ticker symbol as commonly recognized. Usually 3-5 uppercase characters.\n\nExample: 'WETH'"}, "NAME": {"type": "TEXT", "index": 4, "name": "NAME", "comment": "Full name of the asset or token. More descriptive than symbol.\n\nExample: 'Wrapped Ether'"}, "BLOCKCHAIN": {"type": "TEXT", "index": 5, "name": "BLOCKCHAIN", "comment": "The blockchain network where the asset exists. Lowercase by convention.\n\nExample: 'ethereum'"}, "BLOCKCHAIN_ID": {"type": "TEXT", "index": 6, "name": "BLOCKCHAIN_ID", "comment": "The numeric or string identifier for the blockchain on which the asset exists. Used for cross-chain mapping.\n\nExample: '1'"}, "PROVIDER": {"type": "TEXT", "index": 7, "name": "PROVIDER", "comment": "Data source that provided the price information. Values include 'coingecko', 'coinmarketcap', 'dex_aggregated'.\n\nExample: 'coingecko'"}, "DIM_ASSET_METADATA_ID": {"type": "TEXT", "index": 8, "name": "DIM_ASSET_METADATA_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 9, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 10, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 13:59UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 10752, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 68, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.fsc_evm.price__dim_asset_metadata"}, 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"ORIGIN_FROM_ADDRESS": {"type": "TEXT", "index": 19, "name": "ORIGIN_FROM_ADDRESS", "comment": null}, "ORIGIN_TO_ADDRESS": {"type": "TEXT", "index": 20, "name": "ORIGIN_TO_ADDRESS", "comment": null}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 21, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": null}, "TRACE_SUCCEEDED": {"type": "BOOLEAN", "index": 22, "name": "TRACE_SUCCEEDED", "comment": null}, "ERROR_REASON": {"type": "TEXT", "index": 23, "name": "ERROR_REASON", "comment": null}, "REVERT_REASON": {"type": "TEXT", "index": 24, "name": "REVERT_REASON", "comment": null}, "TX_SUCCEEDED": {"type": "BOOLEAN", "index": 25, "name": "TX_SUCCEEDED", "comment": null}, "FACT_TRACES_ID": {"type": "TEXT", "index": 26, "name": "FACT_TRACES_ID", "comment": null}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 27, "name": "INSERTED_TIMESTAMP", "comment": null}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 28, "name": "MODIFIED_TIMESTAMP", "comment": null}}, "stats": 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"DBT_EXPECTATIONS_EXPECT_COLUMN_VALUES_TO_BE_IN_TYPE_LIST_TEST_GOLD", "name": "FACT_EVENT_LOGS_FULL_BLOCK_TIMESTAMP", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"RELATION_COLUMN": {"type": "TEXT", "index": 1, "name": "RELATION_COLUMN", "comment": null}, "RELATION_COLUMN_TYPE": {"type": "TEXT", "index": 2, "name": "RELATION_COLUMN_TYPE", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-07-28 07:04UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_column_values_to_be_in_type_list_test_gold__fact_event_logs_full_BLOCK_TIMESTAMP__TIMESTAMP_LTZ__TIMESTAMP_NTZ.461cb228ca"}, "model.fsc_evm.test_silver__confirm_blocks_recent": {"metadata": {"type": "VIEW", "schema": "TEST_SILVER", "name": "CONFIRM_BLOCKS_RECENT", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": ""}, "PARTITION_KEY": {"type": "NUMBER", "index": 2, "name": "PARTITION_KEY", "comment": ""}, "BLOCK_JSON": {"type": "VARIANT", "index": 3, "name": "BLOCK_JSON", "comment": ""}, "BLOCK_HASH": {"type": "TEXT", "index": 4, "name": "BLOCK_HASH", "comment": ""}, "TX_HASH": {"type": "TEXT", "index": 5, "name": "TX_HASH", "comment": ""}, "_INSERTED_TIMESTAMP": {"type": "TIMESTAMP_LTZ", "index": 6, "name": "_INSERTED_TIMESTAMP", "comment": ""}, "CONFIRM_BLOCKS_ID": {"type": 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{"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": null}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": null}, "TX_POSITION": {"type": "NUMBER", "index": 4, "name": "TX_POSITION", "comment": null}, "TRACE_INDEX": {"type": "NUMBER", "index": 5, "name": "TRACE_INDEX", "comment": null}, "FROM_ADDRESS": {"type": "TEXT", "index": 6, "name": "FROM_ADDRESS", "comment": null}, "TO_ADDRESS": {"type": "TEXT", "index": 7, "name": "TO_ADDRESS", "comment": null}, "INPUT": {"type": "TEXT", "index": 8, "name": "INPUT", "comment": null}, "OUTPUT": {"type": "TEXT", "index": 9, "name": "OUTPUT", "comment": null}, "TYPE": {"type": "TEXT", "index": 10, "name": "TYPE", "comment": null}, "TRACE_ADDRESS": {"type": "TEXT", "index": 11, "name": "TRACE_ADDRESS", "comment": null}, "SUB_TRACES": {"type": "NUMBER", "index": 12, "name": "SUB_TRACES", "comment": null}, "VALUE": {"type": "FLOAT", "index": 13, "name": "VALUE", "comment": null}, "VALUE_PRECISE_RAW": {"type": "TEXT", "index": 14, "name": "VALUE_PRECISE_RAW", "comment": null}, "VALUE_PRECISE": {"type": "TEXT", "index": 15, "name": "VALUE_PRECISE", "comment": null}, "VALUE_HEX": {"type": "TEXT", "index": 16, "name": "VALUE_HEX", "comment": null}, "GAS": {"type": "NUMBER", "index": 17, "name": "GAS", "comment": null}, "GAS_USED": {"type": "NUMBER", "index": 18, "name": "GAS_USED", "comment": null}, "ORIGIN_FROM_ADDRESS": {"type": "TEXT", "index": 19, "name": "ORIGIN_FROM_ADDRESS", "comment": null}, "ORIGIN_TO_ADDRESS": {"type": "TEXT", "index": 20, "name": "ORIGIN_TO_ADDRESS", "comment": null}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 21, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": null}, "TRACE_SUCCEEDED": {"type": "BOOLEAN", "index": 22, "name": "TRACE_SUCCEEDED", "comment": null}, "ERROR_REASON": {"type": "TEXT", "index": 23, "name": "ERROR_REASON", "comment": null}, "REVERT_REASON": {"type": "TEXT", "index": 24, "name": "REVERT_REASON", "comment": null}, "TX_SUCCEEDED": {"type": "BOOLEAN", "index": 25, "name": "TX_SUCCEEDED", "comment": null}, "FACT_TRACES_ID": {"type": "TEXT", "index": 26, "name": "FACT_TRACES_ID", "comment": null}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 27, "name": "INSERTED_TIMESTAMP", "comment": null}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 28, "name": "MODIFIED_TIMESTAMP", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-07-28 07:14UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.not_null_test_gold__fact_traces_full_VALUE_PRECISE_RAW.d1e83172a7"}, "test.fsc_evm.not_null_silver__complete_native_prices__INSERTED_TIMESTAMP.030d747f3c": {"metadata": {"type": "BASE TABLE", "schema": "NOT_NULL_SILVER", "name": "COMPLETE_NATIVE_PRICES", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"HOUR": {"type": "TIMESTAMP_NTZ", "index": 1, "name": "HOUR", "comment": null}, "ASSET_ID": {"type": "TEXT", "index": 2, "name": "ASSET_ID", "comment": null}, "SYMBOL": {"type": "TEXT", "index": 3, "name": "SYMBOL", "comment": null}, "NAME": {"type": "TEXT", "index": 4, "name": "NAME", "comment": null}, "DECIMALS": {"type": "NUMBER", "index": 5, "name": "DECIMALS", "comment": null}, "PRICE": {"type": "FLOAT", "index": 6, "name": "PRICE", "comment": null}, "BLOCKCHAIN": {"type": "TEXT", "index": 7, "name": "BLOCKCHAIN", "comment": null}, "IS_IMPUTED": {"type": "BOOLEAN", "index": 8, "name": "IS_IMPUTED", "comment": null}, "IS_DEPRECATED": {"type": "BOOLEAN", "index": 9, "name": "IS_DEPRECATED", "comment": null}, "PROVIDER": {"type": "TEXT", "index": 10, "name": "PROVIDER", "comment": null}, "SOURCE": {"type": "TEXT", "index": 11, "name": "SOURCE", "comment": null}, "_INSERTED_TIMESTAMP": {"type": "TIMESTAMP_LTZ", "index": 12, "name": "_INSERTED_TIMESTAMP", "comment": null}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 13, "name": "INSERTED_TIMESTAMP", "comment": null}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 14, "name": "MODIFIED_TIMESTAMP", "comment": null}, "COMPLETE_NATIVE_PRICES_ID": {"type": "TEXT", "index": 15, "name": "COMPLETE_NATIVE_PRICES_ID", "comment": null}, "_INVOCATION_ID": {"type": "TEXT", "index": 16, "name": "_INVOCATION_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 09:35UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.not_null_silver__complete_native_prices__INSERTED_TIMESTAMP.030d747f3c"}, "model.fsc_evm.core__fact_traces": {"metadata": {"type": "BASE TABLE", "schema": "CORE", "name": "FACT_TRACES", "database": "SCROLL", "comment": "## What\n\nThis table contains detailed execution traces of all internal transactions within the EVM. While fact_transactions shows external calls, this table reveals the complete execution flow including contract-to-contract calls, value transfers, and computation paths.\n\n## Key Use Cases\n\n- Analyzing internal contract-to-contract calls and value transfers\n- Debugging failed transactions and understanding revert reasons\n- Tracking contract deployments (CREATE/CREATE2 operations)\n- Understanding DeFi protocol interactions and MEV analysis\n- Monitoring delegatecall patterns and proxy contract usage\n\n## Important Relationships\n\n- **Join with fact_transactions**: Use `tx_hash` for transaction context\n- **Self-join for trace tree**: Use `tx_hash` and `trace_address` array relationships\n- **Join with fact_event_logs**: Match execution flow with events\n- **Join with dim_contracts**: Get metadata for interacting contracts\n\n## Commonly-used Fields\n\n- `trace_index`: Sequential execution order within transaction\n- `trace_address`: Array showing position in execution tree\n- `type`: Operation type (CALL, DELEGATECALL, CREATE, etc.)\n- `from_address`: Address initiating this internal call\n- `to_address`: Destination address (NULL for contract creation)\n- `value`: Native token amount transferred\n- `trace_succeeded`: Whether execution completed successfully\n\n## Sample queries\n\n```sql\n-- Analyze internal ETH transfers\nSELECT \n    block_timestamp,\n    tx_hash,\n    trace_index,\n    type,\n    from_address,\n    to_address,\n    value,\n    gas_used,\n    trace_succeeded\nFROM <blockchain_name>.core.fact_traces\nWHERE value > 0\n    AND type = 'CALL'\n    AND trace_succeeded\n    AND block_timestamp >= CURRENT_DATE - 1\nORDER BY value DESC\nLIMIT 100;\n\n-- Find failed internal transactions with reasons\nSELECT \n    tx_hash,\n    trace_index,\n    from_address,\n    to_address,\n    type,\n    error_reason,\n    revert_reason,\n    gas,\n    gas_used\nFROM <blockchain_name>.core.fact_traces\nWHERE NOT trace_succeeded\n    AND block_timestamp >= CURRENT_DATE - 1\n    AND error_reason IS NOT NULL\nLIMIT 50;\n\n-- Trace execution depth analysis\nSELECT \n    tx_hash,\n    MAX(ARRAY_SIZE(trace_address)) AS max_depth,\n    COUNT(*) AS total_traces,\n    SUM(CASE WHEN trace_succeeded THEN 0 ELSE 1 END) AS failed_traces,\n    SUM(value) AS total_value_transferred\nFROM <blockchain_name>.core.fact_traces\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1\nHAVING MAX(ARRAY_SIZE(trace_address)) > 3\nORDER BY 2 DESC;\n\n-- Contract interaction patterns\nWITH contract_calls AS (\n    SELECT \n        from_address AS caller,\n        to_address AS callee,\n        COUNT(*) AS call_count,\n        SUM(value) AS total_value\n    FROM <blockchain_name>.core.fact_traces\n    WHERE type IN ('CALL', 'DELEGATECALL')\n        AND block_timestamp >= CURRENT_DATE - 7\n    GROUP BY 1, 2\n)\nSELECT * FROM contract_calls\nWHERE call_count > 100\nORDER BY call_count DESC;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": "Sequential counter representing the position of a block in the blockchain since genesis (block 0).\n\n**Key Facts**:\n- Immutable once finalized\n- Primary ordering mechanism for blockchain data\n- Increments by 1 for each new block\n- Used as a proxy for time in many analyses\n\n**Usage in Queries**:\n```sql\n-- Recent data\nWHERE block_number >= (SELECT MAX(block_number) - 1000 FROM fact_blocks)\n\n-- Historical analysis\nWHERE block_number BETWEEN 15000000 AND 16000000\n\n-- Join across tables\nJOIN <blockchain_name>.core.fact_event_logs USING (block_number)\n```\n\n**Important**: Block numbers are chain-specific. Block 15000000 on Ethereum \u2260 block 15000000 on Polygon."}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": "UTC timestamp when the block was produced by validators/miners.\n\n**Format**: TIMESTAMP_NTZ (no timezone)\n**Precision**: Second-level accuracy\n**Reliability**:\n- Set by block producer\n- Can have minor variations (\u00b115 seconds)\n- Always increasing (newer blocks = later timestamps)\n\n**Best Practices**:\n```sql\n-- Time-based filtering (most efficient)\nWHERE block_timestamp >= DATEADD('day', -7, CURRENT_TIMESTAMP)\n\n-- Hourly aggregations\nDATE_TRUNC('hour', block_timestamp) AS hour\n\n-- UTC date extraction\nDATE(block_timestamp) AS block_date\n```\n\n**Note**: Use for time-series analysis, but be aware that block production rates vary by chain."}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": "Unique 66-character identifier for the transaction.\n\n**Format**: 0x + 64 hexadecimal characters\n\n**Usage**:\n- Primary key for transaction lookups\n- Join key for traces, logs, and token transfers\n- Immutable once confirmed\n\n**Example**: `0x5c504ed432cb51138bcf09aa5e8a410dd4a1e204ef84bfed1be16dfba1b22060`"}, "TX_POSITION": {"type": "NUMBER", "index": 4, "name": "TX_POSITION", "comment": "Zero-indexed position of transaction within its block.\n\n**Insights**:\n- Position 0: First transaction in block\n- MEV bots often target early positions\n- Bundle transactions appear consecutively\n- Useful for analyzing transaction ordering"}, "TRACE_INDEX": {"type": "NUMBER", "index": 5, "name": "TRACE_INDEX", "comment": "Sequential index of trace within the transaction's execution.\n\nExample: 3"}, "FROM_ADDRESS": {"type": "TEXT", "index": 6, "name": "FROM_ADDRESS", "comment": "Address that initiated this specific internal call.\n\nExample: '0x7a250d5630b4cf539739df2c5dacb4c659f2488d'"}, "TO_ADDRESS": {"type": "TEXT", "index": 7, "name": "TO_ADDRESS", "comment": "Destination address for this internal call.\n\nExample: '0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48'"}, "INPUT": {"type": "TEXT", "index": 8, "name": "INPUT", "comment": "Hex-encoded input data for this trace (function call data).\n\nExample: '0xa9059cbb0000000000000000000000001234567890123456789012345678901234567890'"}, "OUTPUT": {"type": "TEXT", "index": 9, "name": "OUTPUT", "comment": "Hex-encoded output data from trace execution.\n\nExample: '0x0000000000000000000000000000000000000000000000000000000000000001'"}, "TYPE": {"type": "TEXT", "index": 10, "name": "TYPE", "comment": "The type of EVM operation performed.\n\nExample: 'CALL'"}, "TRACE_ADDRESS": {"type": "TEXT", "index": 11, "name": "TRACE_ADDRESS", "comment": "Array describing the trace's position in the execution tree.\n\nExample: [0, 1, 2]"}, "SUB_TRACES": {"type": "NUMBER", "index": 12, "name": "SUB_TRACES", "comment": "Count of immediate child traces spawned by this trace.\n\nExample: 2"}, "VALUE": {"type": "FLOAT", "index": 13, "name": "VALUE", "comment": "Amount of native tokens transferred, in token units (not Wei).\n\n**Key Points**:\n- 0 for most contract interactions\n- >0 for native token transfers or payable functions\n- Already converted from Wei (divided by 1e18)\n- Use value_precise for exact amounts\n\n**Example Query**:\n```sql\n-- Daily native token transfer volume\nSELECT \n    DATE_TRUNC('day', block_timestamp) AS day,\n    SUM(value) AS total_transferred,\n    COUNT(*) AS transfer_count\nFROM <blockchain_name>.core.fact_transactions\nWHERE value > 0 AND tx_succeeded\nGROUP BY 1;\n```"}, "VALUE_PRECISE_RAW": {"type": "TEXT", "index": 14, "name": "VALUE_PRECISE_RAW", "comment": "String representation of numeric values preserving exact precision without any adjustments.\n\n**Format**: VARCHAR containing numeric string\n**Purpose**: Prevents floating-point precision loss due to snowflake limitations\n**Contains**: Raw blockchain values (usually in smallest unit)\n\n**Example Values**:\n- \"1000000000000000000\" = 1 ETH in Wei\n- \"50000000\" = 50 USDC (6 decimals)\n\n**Usage**:\n```sql\n-- Exact value comparisons\nWHERE value_precise_raw = '1000000000000000000'\n\n-- Conversion with precision\nCAST(value_precise_raw AS NUMERIC(38,0)) / POW(10, 18) AS value_decimal\n```"}, "VALUE_PRECISE": {"type": "TEXT", "index": 15, "name": "VALUE_PRECISE", "comment": "String representation of numeric values adjusted for human readability while maintaining precision.\n\n**Format**: VARCHAR containing decimal string\n**Adjustments**: Converted from smallest unit to standard unit\n**Purpose**: Human-readable values without precision loss\n\n**Example Values**:\n- \"1.0\" = 1 ETH (converted from Wei)\n- \"50.0\" = 50 USDC (converted from 6 decimal places)\n\n**Best Practices**:\n```sql\n-- Safe numeric operations\nCAST(value_precise AS NUMERIC(38,18))\n\n-- Filtering large values\nWHERE CAST(value_precise AS NUMERIC(38,18)) > 1000\n\n-- Aggregations\nSUM(CAST(value_precise AS NUMERIC(38,18))) AS total_value\n```"}, "VALUE_HEX": {"type": "TEXT", "index": 16, "name": "VALUE_HEX", "comment": "Hexadecimal representation of transaction values as provided by the blockchain RPC.\n\n**Format**: 0x-prefixed hex string\n**Example**: \"0xde0b6b3a7640000\" = 1 ETH in Wei\n\n**Use Cases**:\n- Debugging RPC responses\n- Verifying data transformations\n- Handling special encoding cases\n\n**Conversion Example**:\n- Hex to decimal (conceptual - use built-in conversions)\n- 0xde0b6b3a7640000 = 1000000000000000000 Wei = 1 ETH\n\n**Note**: Most queries should use value or value_precise fields instead."}, "GAS": {"type": "NUMBER", "index": 17, "name": "GAS", "comment": "Gas allocated to this specific trace execution.\n\nExample: 250000"}, "GAS_USED": {"type": "NUMBER", "index": 18, "name": "GAS_USED", "comment": "Actual gas consumed by this trace execution.\n\nExample: 125673"}, "ORIGIN_FROM_ADDRESS": {"type": "TEXT", "index": 19, "name": "ORIGIN_FROM_ADDRESS", "comment": "The externally-owned account (EOA) or contract address that initiated the transaction.\n\n**Key Points**:\n- Always 42 characters (0x + 40 hex chars)\n- Lowercase normalized in all tables\n- Cannot be NULL for valid transactions\n- For contract creation: sender of creation transaction\n\n**Common Patterns**:\n- EOA \u2192 EOA: Simple transfer\n- EOA \u2192 Contract: User interaction\n- Contract \u2192 Contract: Internal calls (see fact_traces)\n- Known addresses: Exchange hot wallets, protocol deployers\n\n**Query Examples**:\n```sql\n-- User activity analysis\nSELECT from_address, COUNT(*) as tx_count\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 30\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- New user detection\nSELECT DISTINCT from_address\nFROM <blockchain_name>.core.fact_transactions t1\nWHERE NOT EXISTS (\n    SELECT 1 FROM <blockchain_name>.core.fact_transactions t2 \n    WHERE t2.from_address = t1.from_address \n    AND t2.block_number < t1.block_number\n);\n```"}, "ORIGIN_TO_ADDRESS": {"type": "TEXT", "index": 20, "name": "ORIGIN_TO_ADDRESS", "comment": "The destination address for the transaction - either an EOA or contract address.\n\n**Special Cases**:\n- NULL: Contract creation transaction\n- Contract address: Interacting with smart contract\n- EOA address: Simple transfer or receiving funds\n\n**Important Patterns**:\n```sql\n-- Contract deployments\nWHERE to_address IS NULL\n\n-- Popular contracts\nSELECT to_address, COUNT(*) as interactions\nFROM <blockchain_name>.core.fact_transactions\nWHERE to_address IS NOT NULL\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- Direct transfers only\nWHERE to_address NOT IN (SELECT address FROM dim_contracts)\n```\n\n**Note**: For token transfers, this is the token contract, not the recipient. See ez_token_transfers tables for recipient."}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 21, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": "Function signature (first 4 bytes) of the called method.\n\n**Format**: 0x + 8 hex characters\n\n**Common Signatures**:\n- 0xa9059cbb: transfer(address,uint256)\n- 0x095ea7b3: approve(address,uint256)\n- 0x23b872dd: transferFrom(address,address,uint256)\n\n**Note**: NULL for simple transfers or invalid calls"}, "TRACE_SUCCEEDED": {"type": "BOOLEAN", "index": 22, "name": "TRACE_SUCCEEDED", "comment": "Boolean indicating if the trace executed successfully.\n\nExample: true"}, "ERROR_REASON": {"type": "TEXT", "index": 23, "name": "ERROR_REASON", "comment": "Technical reason for trace failure.\n\nExample: 'Out of gas'"}, "REVERT_REASON": {"type": "TEXT", "index": 24, "name": "REVERT_REASON", "comment": "Human-readable revert message from contract require/revert statements.\n\nExample: 'Insufficient balance'"}, "TX_SUCCEEDED": {"type": "BOOLEAN", "index": 25, "name": "TX_SUCCEEDED", "comment": "Boolean indicator of transaction success.\n\n**Values**:\n- TRUE: Transaction executed successfully\n- FALSE: Transaction failed/reverted"}, "FACT_TRACES_ID": {"type": "TEXT", "index": 26, "name": "FACT_TRACES_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 27, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 28, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"clustering_key": {"id": "clustering_key", "label": "Clustering Key", "value": "LINEAR(block_timestamp::DATE)", "include": true, "description": "The key used to cluster this table"}, "last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 14:00UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 156983088640, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 1235124948, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": 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rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_column_values_to_match_regex_test_silver__decoded_logs_full_TX_HASH__0_xX_0_9a_fA_F_.abdf44d14a"}, "model.fsc_evm.test_silver__complete_event_abis_full": {"metadata": {"type": "VIEW", "schema": "TEST_SILVER", "name": "COMPLETE_EVENT_ABIS_FULL", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"PARENT_CONTRACT_ADDRESS": {"type": "TEXT", "index": 1, "name": "PARENT_CONTRACT_ADDRESS", "comment": ""}, "IMPLEMENTATION_CONTRACT": {"type": "TEXT", "index": 2, "name": "IMPLEMENTATION_CONTRACT", "comment": ""}, "EVENT_NAME": {"type": "TEXT", "index": 3, "name": "EVENT_NAME", "comment": ""}, "ABI": {"type": "VARIANT", "index": 4, "name": "ABI", "comment": ""}, "START_BLOCK": {"type": "NUMBER", "index": 5, "name": "START_BLOCK", 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"comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 12:35UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_column_values_to_be_in_type_list_test_gold__fact_blocks_recent_BLOCK_TIMESTAMP__TIMESTAMP_LTZ__TIMESTAMP_NTZ.a84c388c6a"}, "model.fsc_evm.silver__relevant_contracts": {"metadata": {"type": "BASE TABLE", "schema": "SILVER", "name": "RELEVANT_CONTRACTS", "database": "SCROLL", 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"comment": null}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": null}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": null}, "TX_POSITION": {"type": "NUMBER", "index": 4, "name": "TX_POSITION", "comment": null}, "EVENT_INDEX": {"type": "NUMBER", "index": 5, "name": "EVENT_INDEX", "comment": null}, "CONTRACT_ADDRESS": {"type": "TEXT", "index": 6, "name": "CONTRACT_ADDRESS", "comment": null}, "TOPICS": {"type": "VARIANT", "index": 7, "name": "TOPICS", "comment": null}, "TOPIC_0": {"type": "TEXT", "index": 8, "name": "TOPIC_0", "comment": null}, "TOPIC_1": {"type": "TEXT", "index": 9, "name": "TOPIC_1", "comment": null}, "TOPIC_2": {"type": "TEXT", "index": 10, "name": "TOPIC_2", "comment": null}, "TOPIC_3": {"type": "TEXT", "index": 11, "name": "TOPIC_3", "comment": null}, "DATA": {"type": "TEXT", "index": 12, "name": "DATA", "comment": null}, "EVENT_REMOVED": {"type": "BOOLEAN", "index": 13, "name": "EVENT_REMOVED", "comment": null}, "ORIGIN_FROM_ADDRESS": {"type": "TEXT", "index": 14, "name": "ORIGIN_FROM_ADDRESS", "comment": null}, "ORIGIN_TO_ADDRESS": {"type": "TEXT", "index": 15, "name": "ORIGIN_TO_ADDRESS", "comment": null}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 16, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": null}, "TX_SUCCEEDED": {"type": "BOOLEAN", "index": 17, "name": "TX_SUCCEEDED", "comment": null}, "EVENT_NAME": {"type": "TEXT", "index": 18, "name": "EVENT_NAME", "comment": null}, "FULL_DECODED_LOG": {"type": "VARIANT", "index": 19, "name": "FULL_DECODED_LOG", "comment": null}, "DECODED_LOG": {"type": "OBJECT", "index": 20, "name": "DECODED_LOG", "comment": null}, "CONTRACT_NAME": {"type": "TEXT", "index": 21, "name": "CONTRACT_NAME", "comment": null}, "EZ_DECODED_EVENT_LOGS_ID": {"type": "TEXT", "index": 22, "name": "EZ_DECODED_EVENT_LOGS_ID", "comment": null}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 23, "name": "INSERTED_TIMESTAMP", "comment": null}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 24, "name": "MODIFIED_TIMESTAMP", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-07-28 07:13UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.not_null_test_gold__ez_decoded_event_logs_full_TOPIC_0.852a0e07f6"}, "seed.fsc_evm.admin__repos": {"metadata": {"type": "BASE TABLE", "schema": "ADMIN", "name": "REPOS", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"REPO_KEY": {"type": "TEXT", "index": 1, "name": "REPO_KEY", "comment": null}, "GITHUB_REPO": {"type": "TEXT", "index": 2, "name": "GITHUB_REPO", "comment": null}, "CHAIN_NAME": {"type": "TEXT", "index": 3, "name": "CHAIN_NAME", "comment": null}, "IS_ACTIVE": {"type": "BOOLEAN", "index": 4, "name": "IS_ACTIVE", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 14:15UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 2048, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 18, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.fsc_evm.admin__repos"}, "model.fsc_evm.stats__ez_core_metrics_hourly": {"metadata": {"type": "VIEW", "schema": "STATS", "name": "EZ_CORE_METRICS_HOURLY", "database": "SCROLL", "comment": "## What\n\nThis aggregated table provides hourly blockchain metrics for high-level analysis and monitoring. It pre-calculates key statistics from fact_transactions to enable fast querying of network activity, gas usage patterns, and user behavior trends without scanning large transaction tables.\n\n## Key Use Cases\n\n- Network health dashboards and monitoring\n- Gas fee trend analysis and volatility tracking\n- User adoption metrics and activity patterns\n- Blockchain comparison studies across chains\n- Activity anomaly detection and congestion analysis\n- Performance optimization and capacity planning\n- Weekly/monthly growth analysis\n\n## Important Relationships\n\n- **Derived from fact_transactions**: All metrics aggregated from base transaction data\n- **Join with ez_prices_hourly**: For native token price correlation\n- **Compare across chains**: Standardized metrics enable cross-chain analysis\n\n## Commonly-used Fields\n\n- `block_timestamp_hour`: Hour boundary for aggregated metrics\n- `transaction_count`: Total transactions in the hour\n- `transaction_count_success` / `transaction_count_failed`: Success/failure counts\n- `unique_from_count`: Distinct active addresses\n- `total_fees_native` / `total_fees_usd`: Fee totals in native and USD\n- `block_count`: Number of blocks produced\n\n## Sample Queries\n\n**Network Health Dashboard Metrics**\n```sql\n-- 24-hour network health summary\nWITH hourly_stats AS (\n    SELECT \n        block_timestamp_hour,\n        transaction_count,\n        transaction_count_success,\n        transaction_count_failed,\n        ROUND(100.0 * transaction_count_success / NULLIF(transaction_count, 0), 2) AS success_rate,\n        total_fees_native,\n        total_fees_usd,\n        unique_from_count AS active_users,\n        block_count,\n        ROUND(transaction_count::FLOAT / NULLIF(block_count, 0), 2) AS avg_tx_per_block\n    FROM <blockchain_name>.stats.ez_core_metrics_hourly\n    WHERE block_timestamp_hour >= CURRENT_TIMESTAMP - INTERVAL '24 hours'\n)\nSELECT \n    COUNT(*) AS hours_of_data,\n    SUM(transaction_count) AS total_transactions,\n    AVG(success_rate) AS avg_success_rate,\n    SUM(total_fees_usd) AS total_fees_usd_24h,\n    SUM(active_users) AS unique_active_addresses,\n    AVG(avg_tx_per_block) AS avg_tx_per_block_24h,\n    MAX(transaction_count) AS peak_hourly_transactions,\n    MIN(block_count) AS min_blocks_per_hour,\n    MAX(block_count) AS max_blocks_per_hour\nFROM hourly_stats;\n```\n\n**Gas Fee Trends Analysis**\n```sql\n-- Daily average gas fees with volatility\nSELECT \n    DATE(block_timestamp_hour) AS date,\n    AVG(total_fees_native / NULLIF(transaction_count, 0)) AS avg_fee_per_tx_native,\n    AVG(total_fees_usd / NULLIF(transaction_count, 0)) AS avg_fee_per_tx_usd,\n    STDDEV(total_fees_usd / NULLIF(transaction_count, 0)) AS fee_volatility_usd,\n    MIN(total_fees_usd / NULLIF(transaction_count, 0)) AS min_fee_per_tx_usd,\n    MAX(total_fees_usd / NULLIF(transaction_count, 0)) AS max_fee_per_tx_usd,\n    SUM(transaction_count) AS daily_transactions,\n    SUM(total_fees_usd) AS daily_fees_usd\nFROM <blockchain_name>.stats.ez_core_metrics_hourly\nWHERE block_timestamp_hour >= CURRENT_DATE - 30\n    AND transaction_count > 0\nGROUP BY 1\nORDER BY 1 DESC;\n```\n\n**User Activity Patterns**\n```sql\n-- Hourly activity patterns (UTC)\nSELECT \n    EXTRACT(HOUR FROM block_timestamp_hour) AS hour_utc,\n    AVG(transaction_count) AS avg_transactions,\n    AVG(unique_from_count) AS avg_active_users,\n    AVG(unique_to_count) AS avg_unique_recipients,\n    AVG(transaction_count::FLOAT / NULLIF(unique_from_count, 0)) AS avg_tx_per_user,\n    STDDEV(transaction_count) AS transaction_volatility\nFROM <blockchain_name>.stats.ez_core_metrics_hourly\nWHERE block_timestamp_hour >= CURRENT_DATE - 7\nGROUP BY 1\nORDER BY 1;\n```\n\n**Network Congestion Detection**\n```sql\n-- Identify high congestion periods\nWITH congestion_metrics AS (\n    SELECT \n        block_timestamp_hour,\n        transaction_count,\n        block_count,\n        transaction_count::FLOAT / NULLIF(block_count, 0) AS tx_per_block,\n        total_fees_usd / NULLIF(transaction_count, 0) AS avg_fee_usd,\n        transaction_count_failed::FLOAT / NULLIF(transaction_count, 0) * 100 AS failure_rate\n    FROM <blockchain_name>.stats.ez_core_metrics_hourly\n    WHERE block_timestamp_hour >= CURRENT_DATE - 7\n),\npercentiles AS (\n    SELECT \n        PERCENTILE_CONT(0.9) WITHIN GROUP (ORDER BY tx_per_block) AS p90_tx_per_block,\n        PERCENTILE_CONT(0.9) WITHIN GROUP (ORDER BY avg_fee_usd) AS p90_fee,\n        PERCENTILE_CONT(0.9) WITHIN GROUP (ORDER BY failure_rate) AS p90_failure_rate\n    FROM congestion_metrics\n)\nSELECT \n    c.block_timestamp_hour,\n    c.tx_per_block,\n    c.avg_fee_usd,\n    c.failure_rate,\n    CASE \n        WHEN c.tx_per_block > p.p90_tx_per_block \n             AND c.avg_fee_usd > p.p90_fee THEN 'High Congestion'\n        WHEN c.failure_rate > p.p90_failure_rate THEN 'Network Issues'\n        ELSE 'Normal'\n    END AS network_status\nFROM congestion_metrics c\nCROSS JOIN percentiles p\nWHERE c.tx_per_block > p.p90_tx_per_block \n   OR c.avg_fee_usd > p.p90_fee\n   OR c.failure_rate > p.p90_failure_rate\nORDER BY c.block_timestamp_hour DESC;\n```\n\n**Weekly Growth Metrics**\n```sql\n-- Week-over-week growth analysis\nWITH weekly_stats AS (\n    SELECT \n        DATE_TRUNC('week', block_timestamp_hour) AS week,\n        SUM(transaction_count) AS weekly_transactions,\n        COUNT(DISTINCT unique_from_count) AS unique_weekly_users,\n        SUM(total_fees_usd) AS weekly_fees_usd,\n        AVG(transaction_count_success::FLOAT / NULLIF(transaction_count, 0)) AS avg_success_rate\n    FROM <blockchain_name>.stats.ez_core_metrics_hourly\n    WHERE block_timestamp_hour >= CURRENT_DATE - 60\n    GROUP BY 1\n)\nSELECT \n    week,\n    weekly_transactions,\n    LAG(weekly_transactions) OVER (ORDER BY week) AS prev_week_transactions,\n    ROUND(100.0 * (weekly_transactions - LAG(weekly_transactions) OVER (ORDER BY week)) / \n          NULLIF(LAG(weekly_transactions) OVER (ORDER BY week), 0), 2) AS tx_growth_pct,\n    unique_weekly_users,\n    ROUND(100.0 * (unique_weekly_users - LAG(unique_weekly_users) OVER (ORDER BY week)) / \n          NULLIF(LAG(unique_weekly_users) OVER (ORDER BY week), 0), 2) AS user_growth_pct,\n    weekly_fees_usd,\n    avg_success_rate\nFROM weekly_stats\nORDER BY week DESC;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_TIMESTAMP_HOUR": {"type": "TIMESTAMP_NTZ", "index": 1, "name": "BLOCK_TIMESTAMP_HOUR", "comment": "The hour boundary (UTC) for which metrics are aggregated. Timestamp truncated to hour boundary.\n\nExample: '2024-01-15 14:00:00.000'"}, "BLOCK_NUMBER_MIN": {"type": "NUMBER", "index": 2, "name": "BLOCK_NUMBER_MIN", "comment": "The lowest block number produced within this hour. Used to identify first block and calculate block ranges.\n\nExample: 18750000"}, "BLOCK_NUMBER_MAX": {"type": "NUMBER", "index": 3, "name": "BLOCK_NUMBER_MAX", "comment": "The highest block number produced within this hour. Used to identify last block and monitor chain tip progression.\n\nExample: 18750299"}, "BLOCK_COUNT": {"type": "NUMBER", "index": 4, "name": "BLOCK_COUNT", "comment": "Total number of blocks produced in the hour. Calculated as block_number_max - block_number_min + 1.\n\nExample: 300"}, "TRANSACTION_COUNT": {"type": "NUMBER", "index": 5, "name": "TRANSACTION_COUNT", "comment": "Total number of transactions included in blocks during this hour. Includes both successful and failed transactions.\n\nExample: 125000"}, "TRANSACTION_COUNT_SUCCESS": {"type": "NUMBER", "index": 6, "name": "TRANSACTION_COUNT_SUCCESS", "comment": "Number of transactions that executed successfully in the hour. Used to calculate network reliability.\n\nExample: 118750"}, "TRANSACTION_COUNT_FAILED": {"type": "NUMBER", "index": 7, "name": "TRANSACTION_COUNT_FAILED", "comment": "Number of transactions that failed or reverted in the hour. Common causes include insufficient gas or contract reverts.\n\nExample: 6250"}, "UNIQUE_FROM_COUNT": {"type": "NUMBER", "index": 8, "name": "UNIQUE_FROM_COUNT", "comment": "Count of distinct addresses that initiated transactions in the hour. Represents active users, not cumulative.\n\nExample: 45000"}, "UNIQUE_TO_COUNT": {"type": "NUMBER", "index": 9, "name": "UNIQUE_TO_COUNT", "comment": "Count of distinct addresses that received transactions in the hour. Includes EOA recipients and contract addresses.\n\nExample: 52000"}, "TOTAL_FEES_NATIVE": {"type": "FLOAT", "index": 10, "name": "TOTAL_FEES_NATIVE", "comment": "Sum of all transaction fees paid in the blockchain's native token. May have limited precision due to aggregation.\n\nExample: 125.75"}, "TOTAL_FEES_USD": {"type": "FLOAT", "index": 11, "name": "TOTAL_FEES_USD", "comment": "Sum of all transaction fees paid, converted to USD using hourly native token price. Rounded to 2 decimal places.\n\nExample: 425000.50"}, "EZ_CORE_METRICS_HOURLY_ID": {"type": "TEXT", "index": 12, "name": "EZ_CORE_METRICS_HOURLY_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 13, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 14, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.fsc_evm.stats__ez_core_metrics_hourly"}, "test.fsc_evm.not_null_admin__ez_variables_PROJECT.59fd01d4c5": {"metadata": {"type": "BASE TABLE", "schema": "NOT_NULL_ADMIN", "name": "EZ_VARIABLES_PROJECT", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"PROJECT": {"type": "TEXT", "index": 1, "name": "PROJECT", "comment": null}, "PACKAGE": {"type": "TEXT", "index": 2, "name": "PACKAGE", "comment": null}, "CATEGORY": {"type": "TEXT", "index": 3, "name": "CATEGORY", "comment": null}, "KEY": {"type": "TEXT", "index": 4, "name": "KEY", "comment": null}, "VALUE": {"type": "TEXT", "index": 5, "name": "VALUE", "comment": null}, "PARENT_KEY": {"type": "TEXT", "index": 6, "name": "PARENT_KEY", "comment": null}, "DEFAULT_VALUE": {"type": "TEXT", "index": 7, "name": "DEFAULT_VALUE", "comment": null}, "DEFAULT_TYPE": {"type": "TEXT", "index": 8, "name": "DEFAULT_TYPE", "comment": null}, "EZ_VARIABLES_ID": {"type": "TEXT", "index": 9, "name": "EZ_VARIABLES_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 09:35UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.not_null_admin__ez_variables_PROJECT.59fd01d4c5"}, "test.fsc_evm.dbt_expectations_expect_column_values_to_match_regex_test_gold__ez_token_transfers_recent_FROM_ADDRESS__0_xX_0_9a_fA_F_.a5a0db81dc": {"metadata": {"type": "BASE TABLE", "schema": "DBT_EXPECTATIONS_EXPECT_COLUMN_VALUES_TO_MATCH_REGEX_TEST_GOLD", "name": "EZ_TOKEN_TRANSFERS_RECENT_FROM_ADDRESS", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"EXPRESSION": {"type": "BOOLEAN", "index": 1, "name": "EXPRESSION", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 12:36UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_expectations_expect_column_values_to_match_regex_test_gold__ez_token_transfers_recent_FROM_ADDRESS__0_xX_0_9a_fA_F_.a5a0db81dc"}, "test.fsc_evm.dbt_utils_unique_combination_of_columns_test_silver__user_verified_abis_recent_ID.053fe12111": {"metadata": {"type": "BASE TABLE", "schema": "DBT_UTILS_UNIQUE_COMBINATION_OF_COLUMNS_TEST_SILVER", "name": "USER_VERIFIED_ABIS_RECENT_ID", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"ID": {"type": "TEXT", "index": 1, "name": "ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 09:34UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.dbt_utils_unique_combination_of_columns_test_silver__user_verified_abis_recent_ID.053fe12111"}, "test.fsc_evm.not_null_test_silver__transactions_full__INSERTED_TIMESTAMP.e767bd3e15": {"metadata": {"type": "BASE TABLE", "schema": "NOT_NULL_TEST_SILVER", "name": "TRANSACTIONS_FULL", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": null}, "PARTITION_KEY": {"type": "NUMBER", "index": 2, "name": "PARTITION_KEY", "comment": null}, "TX_POSITION": {"type": "NUMBER", "index": 3, "name": "TX_POSITION", "comment": null}, "TRANSACTION_JSON": {"type": "VARIANT", "index": 4, "name": "TRANSACTION_JSON", "comment": null}, "_INSERTED_TIMESTAMP": {"type": "TIMESTAMP_LTZ", "index": 5, "name": "_INSERTED_TIMESTAMP", "comment": null}, "TRANSACTIONS_ID": {"type": "TEXT", "index": 6, "name": "TRANSACTIONS_ID", "comment": null}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 7, "name": "INSERTED_TIMESTAMP", "comment": null}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 8, "name": "MODIFIED_TIMESTAMP", "comment": null}, "_INVOCATION_ID": {"type": "TEXT", "index": 9, "name": "_INVOCATION_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-07-28 07:19UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.not_null_test_silver__transactions_full__INSERTED_TIMESTAMP.e767bd3e15"}, "test.fsc_evm.not_null_test_gold__ez_token_transfers_full_CONTRACT_ADDRESS.8384cb648a": {"metadata": {"type": "BASE TABLE", "schema": "NOT_NULL_TEST_GOLD", "name": "EZ_TOKEN_TRANSFERS_FULL_CONTRACT_ADDRESS", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": null}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": null}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": null}, "TX_POSITION": {"type": "NUMBER", "index": 4, "name": "TX_POSITION", "comment": null}, "EVENT_INDEX": {"type": "NUMBER", "index": 5, "name": "EVENT_INDEX", "comment": null}, "FROM_ADDRESS": {"type": "TEXT", "index": 6, "name": "FROM_ADDRESS", "comment": null}, "TO_ADDRESS": {"type": "TEXT", "index": 7, "name": "TO_ADDRESS", "comment": null}, "CONTRACT_ADDRESS": {"type": "TEXT", "index": 8, "name": "CONTRACT_ADDRESS", "comment": null}, "TOKEN_STANDARD": {"type": "TEXT", "index": 9, "name": "TOKEN_STANDARD", "comment": null}, "TOKEN_IS_VERIFIED": {"type": "BOOLEAN", "index": 10, "name": "TOKEN_IS_VERIFIED", "comment": null}, "NAME": {"type": "TEXT", "index": 11, "name": "NAME", "comment": null}, "SYMBOL": {"type": "TEXT", "index": 12, "name": "SYMBOL", "comment": null}, "DECIMALS": {"type": "NUMBER", "index": 13, "name": "DECIMALS", "comment": null}, "RAW_AMOUNT_PRECISE": {"type": "TEXT", "index": 14, "name": "RAW_AMOUNT_PRECISE", "comment": null}, "RAW_AMOUNT": {"type": "FLOAT", "index": 15, "name": "RAW_AMOUNT", "comment": null}, "AMOUNT_PRECISE": {"type": "TEXT", "index": 16, "name": "AMOUNT_PRECISE", "comment": null}, "AMOUNT": {"type": "FLOAT", "index": 17, "name": "AMOUNT", "comment": null}, "AMOUNT_USD": {"type": "FLOAT", "index": 18, "name": "AMOUNT_USD", "comment": null}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 19, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": null}, "ORIGIN_FROM_ADDRESS": {"type": "TEXT", "index": 20, "name": "ORIGIN_FROM_ADDRESS", "comment": null}, "ORIGIN_TO_ADDRESS": {"type": "TEXT", "index": 21, "name": "ORIGIN_TO_ADDRESS", "comment": null}, "EZ_TOKEN_TRANSFERS_ID": {"type": "TEXT", "index": 22, "name": "EZ_TOKEN_TRANSFERS_ID", "comment": null}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 23, "name": "INSERTED_TIMESTAMP", "comment": null}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 24, "name": "MODIFIED_TIMESTAMP", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-07-28 07:13UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.not_null_test_gold__ez_token_transfers_full_CONTRACT_ADDRESS.8384cb648a"}, "test.fsc_evm.not_null_test_gold__fact_transactions_full_CUMULATIVE_GAS_USED.88f6b855e0": {"metadata": {"type": "BASE TABLE", "schema": "NOT_NULL_TEST_GOLD", "name": "FACT_TRANSACTIONS_FULL_CUMULATIVE_GAS_USED", "database": "SCROLL", "comment": null, "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": null}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": null}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": null}, "FROM_ADDRESS": {"type": "TEXT", "index": 4, "name": "FROM_ADDRESS", "comment": null}, "TO_ADDRESS": {"type": "TEXT", "index": 5, "name": "TO_ADDRESS", "comment": null}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 6, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": null}, "VALUE": {"type": "FLOAT", "index": 7, "name": "VALUE", "comment": null}, "VALUE_PRECISE_RAW": {"type": "TEXT", "index": 8, "name": "VALUE_PRECISE_RAW", "comment": null}, "VALUE_PRECISE": {"type": "TEXT", "index": 9, "name": "VALUE_PRECISE", "comment": null}, "TX_FEE": {"type": "FLOAT", "index": 10, "name": "TX_FEE", "comment": null}, "TX_FEE_PRECISE": {"type": "TEXT", "index": 11, "name": "TX_FEE_PRECISE", "comment": null}, "TX_SUCCEEDED": {"type": "BOOLEAN", "index": 12, "name": "TX_SUCCEEDED", "comment": null}, "TX_TYPE": {"type": "NUMBER", "index": 13, "name": "TX_TYPE", "comment": null}, "NONCE": {"type": "NUMBER", "index": 14, "name": "NONCE", "comment": null}, "TX_POSITION": {"type": "NUMBER", "index": 15, "name": "TX_POSITION", "comment": null}, "INPUT_DATA": {"type": "TEXT", "index": 16, "name": "INPUT_DATA", "comment": null}, "GAS_PRICE": {"type": "FLOAT", "index": 17, "name": "GAS_PRICE", "comment": null}, "EFFECTIVE_GAS_PRICE": {"type": "FLOAT", "index": 18, "name": "EFFECTIVE_GAS_PRICE", "comment": null}, "GAS_USED": {"type": "NUMBER", "index": 19, "name": "GAS_USED", "comment": null}, "GAS_LIMIT": {"type": "NUMBER", "index": 20, "name": "GAS_LIMIT", "comment": null}, "CUMULATIVE_GAS_USED": {"type": "NUMBER", "index": 21, "name": "CUMULATIVE_GAS_USED", "comment": null}, "MAX_FEE_PER_GAS": {"type": "FLOAT", "index": 22, "name": "MAX_FEE_PER_GAS", "comment": null}, "MAX_PRIORITY_FEE_PER_GAS": {"type": "FLOAT", "index": 23, "name": "MAX_PRIORITY_FEE_PER_GAS", "comment": null}, "L1_FEE": {"type": "FLOAT", "index": 24, "name": "L1_FEE", "comment": null}, "L1_FEE_PRECISE_RAW": {"type": "TEXT", "index": 25, "name": "L1_FEE_PRECISE_RAW", "comment": null}, "L1_FEE_PRECISE": {"type": "TEXT", "index": 26, "name": "L1_FEE_PRECISE", "comment": null}, "Y_PARITY": {"type": "NUMBER", "index": 27, "name": "Y_PARITY", "comment": null}, "ACCESS_LIST": {"type": "VARIANT", "index": 28, "name": "ACCESS_LIST", "comment": null}, "R": {"type": "TEXT", "index": 29, "name": "R", "comment": null}, "S": {"type": "TEXT", "index": 30, "name": "S", "comment": null}, "V": {"type": "NUMBER", "index": 31, "name": "V", "comment": null}, "FACT_TRANSACTIONS_ID": {"type": "TEXT", "index": 32, "name": "FACT_TRANSACTIONS_ID", "comment": null}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 33, "name": "INSERTED_TIMESTAMP", "comment": null}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 34, "name": 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"TRACE_ADDRESS": {"type": "TEXT", "index": 3, "name": "TRACE_ADDRESS", "comment": null}, "PARENT_TRACE_ADDRESS": {"type": "TEXT", "index": 4, "name": "PARENT_TRACE_ADDRESS", "comment": null}, "TRACE_ADDRESS_ARRAY": {"type": "ARRAY", "index": 5, "name": "TRACE_ADDRESS_ARRAY", "comment": null}, "TRACE_JSON": {"type": "OBJECT", "index": 6, "name": "TRACE_JSON", "comment": null}, "PARTITION_KEY": {"type": "NUMBER", "index": 7, "name": "PARTITION_KEY", "comment": null}, "_INSERTED_TIMESTAMP": {"type": "TIMESTAMP_LTZ", "index": 8, "name": "_INSERTED_TIMESTAMP", "comment": null}, "TRACES_ID": {"type": "TEXT", "index": 9, "name": "TRACES_ID", "comment": null}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 10, "name": "INSERTED_TIMESTAMP", "comment": null}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 11, "name": "MODIFIED_TIMESTAMP", "comment": null}, "_INVOCATION_ID": {"type": "TEXT", "index": 12, "name": "_INVOCATION_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 12:38UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 0, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "test.fsc_evm.not_null_test_silver__traces_recent_TX_POSITION.92be43f8d5"}, "model.fsc_evm.core__ez_decoded_event_logs": {"metadata": {"type": "BASE TABLE", "schema": "CORE", "name": "EZ_DECODED_EVENT_LOGS", "database": "SCROLL", "comment": "## What\n\nThis table provides human-readable decoded event data for smart contracts where ABIs are available. It transforms raw hex-encoded logs into structured JSON with named parameters and values, making blockchain data immediately queryable without manual decoding.\n\n## Key Use Cases\n\n- Analyzing token transfers and approvals without manual decoding\n- Tracking DEX swaps and liquidity events with named parameters\n- Monitoring NFT transfers and marketplace activity\n- Querying DeFi protocol interactions (lending, staking, governance)\n- Building analytics on any smart contract with available ABIs\n\n## Important Relationships\n\n- **Join with fact_event_logs**: Use `tx_hash` and `event_index` for raw event data\n- **Join with dim_contracts**: Use `contract_address` for contract metadata\n- **Join with fact_transactions**: Use `tx_hash` for transaction context\n- **Cross-reference ez_token_transfers**: For simplified token movement data\n\n## Commonly-used Fields\n\n- `contract_address`: The smart contract that emitted the event\n- `event_name`: The event name from the contract ABI (e.g., Transfer, Swap)\n- `decoded_log`: JSON object with decoded parameter names and values\n- `contract_name`: Human-readable name of the contract\n- `block_timestamp`: When the event occurred\n- `tx_hash`: Transaction hash containing this event\n\n## Sample queries\n\n**ERC-20 Transfer Events with Proper Types**\n\n```sql\nSELECT \n    block_timestamp,\n    tx_hash,\n    contract_address,\n    contract_name,\n    event_name,\n    decoded_log:from::string AS from_address,\n    decoded_log:to::string AS to_address,\n    decoded_log:value::numeric AS amount,\n    -- Convert to decimal (assuming 18 decimals)\n    decoded_log:value::numeric / POW(10, 18) AS amount_decimal\nFROM <blockchain_name>.core.ez_decoded_event_logs\nWHERE contract_address = LOWER('0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48') -- USDC\n    AND event_name = 'Transfer'\n    AND block_timestamp >= CURRENT_DATE - 7\n    AND decoded_log:value::numeric > 1000000000 -- Over 1000 USDC\nORDER BY block_timestamp DESC;\n```\n\n**Uniswap V3 Swap Events**\n\n```sql\nSELECT \n    block_timestamp,\n    tx_hash,\n    contract_address AS pool_address,\n    event_name,\n    decoded_log:sender::string AS sender,\n    decoded_log:recipient::string AS recipient,\n    decoded_log:amount0::numeric AS amount0,\n    decoded_log:amount1::numeric AS amount1,\n    decoded_log:sqrtPriceX96::numeric AS sqrt_price,\n    decoded_log:liquidity::numeric AS liquidity,\n    decoded_log:tick::integer AS tick\nFROM <blockchain_name>.core.ez_decoded_event_logs\nWHERE event_name = 'Swap'\n    AND contract_address IN (\n        SELECT address FROM dim_contracts \n        WHERE contract_name ILIKE '%Uniswap V3%'\n    )\n    AND block_timestamp >= CURRENT_DATE - 1\nLIMIT 100;\n```\n\n**NFT Transfer Events (ERC-721)**\n\n```sql\nSELECT \n    block_timestamp,\n    tx_hash,\n    contract_address,\n    contract_name AS collection_name,\n    decoded_log:from::string AS from_address,\n    decoded_log:to::string AS to_address,\n    decoded_log:tokenId::string AS token_id\nFROM <blockchain_name>.core.ez_decoded_event_logs\nWHERE event_name = 'Transfer'\n    AND decoded_log:tokenId IS NOT NULL  -- Indicates ERC-721\n    AND block_timestamp >= CURRENT_DATE - 1\nORDER BY block_timestamp DESC;\n```\n\n**DeFi Protocol Events - Compound Finance**\n\n```sql\nSELECT \n    DATE_TRUNC('day', block_timestamp) AS day,\n    event_name,\n    COUNT(*) AS event_count,\n    COUNT(DISTINCT decoded_log:minter::string) AS unique_users\nFROM <blockchain_name>.core.ez_decoded_event_logs\nWHERE contract_name ILIKE '%compound%'\n    AND event_name IN ('Mint', 'Redeem', 'Borrow', 'RepayBorrow')\n    AND block_timestamp >= CURRENT_DATE - 30\nGROUP BY 1, 2\nORDER BY 1 DESC, 3 DESC;\n```\n\n**Complex Event Analysis - DEX Aggregator Routes**\n\n```sql\nSELECT \n    block_timestamp,\n    tx_hash,\n    event_name,\n    decoded_log,\n    ARRAY_SIZE(decoded_log:path) AS swap_hops,\n    decoded_log:amountIn::numeric AS amount_in,\n    decoded_log:amountOutMin::numeric AS min_amount_out\nFROM <blockchain_name>.core.ez_decoded_event_logs\nWHERE contract_address = LOWER('0x1111111254fb6c44bAC0beD2854e76F90643097d') -- 1inch\n    AND event_name ILIKE '%swap%'\n    AND block_timestamp >= CURRENT_DATE - 1;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": "Sequential counter representing the position of a block in the blockchain since genesis (block 0).\n\n**Key Facts**:\n- Immutable once finalized\n- Primary ordering mechanism for blockchain data\n- Increments by 1 for each new block\n- Used as a proxy for time in many analyses\n\n**Usage in Queries**:\n```sql\n-- Recent data\nWHERE block_number >= (SELECT MAX(block_number) - 1000 FROM fact_blocks)\n\n-- Historical analysis\nWHERE block_number BETWEEN 15000000 AND 16000000\n\n-- Join across tables\nJOIN <blockchain_name>.core.fact_event_logs USING (block_number)\n```\n\n**Important**: Block numbers are chain-specific. Block 15000000 on Ethereum \u2260 block 15000000 on Polygon."}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": "UTC timestamp when the block was produced by validators/miners.\n\n**Format**: TIMESTAMP_NTZ (no timezone)\n**Precision**: Second-level accuracy\n**Reliability**:\n- Set by block producer\n- Can have minor variations (\u00b115 seconds)\n- Always increasing (newer blocks = later timestamps)\n\n**Best Practices**:\n```sql\n-- Time-based filtering (most efficient)\nWHERE block_timestamp >= DATEADD('day', -7, CURRENT_TIMESTAMP)\n\n-- Hourly aggregations\nDATE_TRUNC('hour', block_timestamp) AS hour\n\n-- UTC date extraction\nDATE(block_timestamp) AS block_date\n```\n\n**Note**: Use for time-series analysis, but be aware that block production rates vary by chain."}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": "Unique 66-character identifier for the transaction.\n\n**Format**: 0x + 64 hexadecimal characters\n\n**Usage**:\n- Primary key for transaction lookups\n- Join key for traces, logs, and token transfers\n- Immutable once confirmed\n\n**Example**: `0x5c504ed432cb51138bcf09aa5e8a410dd4a1e204ef84bfed1be16dfba1b22060`"}, "TX_POSITION": {"type": "NUMBER", "index": 4, "name": "TX_POSITION", "comment": "Zero-indexed position of transaction within its block.\n\n**Insights**:\n- Position 0: First transaction in block\n- MEV bots often target early positions\n- Bundle transactions appear consecutively\n- Useful for analyzing transaction ordering"}, "EVENT_INDEX": {"type": "NUMBER", "index": 5, "name": "EVENT_INDEX", "comment": "Zero-based sequential position of the event within a transaction's execution.\n\n**Key Facts**:\n- Starts at 0 for first event\n- Increments across all contracts in transaction\n- Preserves execution order\n- Essential for deterministic event ordering\n\n**Usage Example**:\n```sql\n-- Trace event execution flow\nSELECT \n    event_index,\n    contract_address,\n    topic_0,\n    SUBSTRING(data, 1, 10) AS data_preview\nFROM <blockchain_name>.core.fact_event_logs\nWHERE tx_hash = '0xabc...'\nORDER BY event_index;\n```"}, "CONTRACT_ADDRESS": {"type": "TEXT", "index": 6, "name": "CONTRACT_ADDRESS", "comment": "Smart contract address that emitted this event or received the transaction.\n\n**Key Points**:\n- Always the immediate event emitter for logs\n- May differ from transaction to_address\n- Lowercase normalized format\n- Never NULL for valid events"}, "TOPICS": {"type": "VARIANT", "index": 7, "name": "TOPICS", "comment": "Array containing all indexed parameters of the event.\n\nExample: ['0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef', '0x0000000000000000000000001234567890123456789012345678901234567890']"}, "TOPIC_0": {"type": "TEXT", "index": 8, "name": "TOPIC_0", "comment": "Event signature hash - keccak256 of the event declaration.\n\nExample: '0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef'"}, "TOPIC_1": {"type": "TEXT", "index": 9, "name": "TOPIC_1", "comment": "First indexed parameter of the event (if exists).\n\nExample: '0x0000000000000000000000001234567890123456789012345678901234567890'"}, "TOPIC_2": {"type": "TEXT", "index": 10, "name": "TOPIC_2", "comment": "Second indexed parameter of the event (if exists).\n\nExample: '0x000000000000000000000000abcdefabcdefabcdefabcdefabcdefabcdefabcd'"}, "TOPIC_3": {"type": "TEXT", "index": 11, "name": "TOPIC_3", "comment": "Third indexed parameter of the event (if exists).\n\nExample: '0x0000000000000000000000000000000000000000000000000000000000000001'"}, "DATA": {"type": "TEXT", "index": 12, "name": "DATA", "comment": "Hex-encoded non-indexed event parameters.\n\nExample: '0x0000000000000000000000000000000000000000000000000de0b6b3a7640000'"}, "EVENT_REMOVED": {"type": "BOOLEAN", "index": 13, "name": "EVENT_REMOVED", "comment": "Boolean flag indicating if the event was removed due to chain reorganization.\n\nExample: false"}, "ORIGIN_FROM_ADDRESS": {"type": "TEXT", "index": 14, "name": "ORIGIN_FROM_ADDRESS", "comment": "The externally-owned account (EOA) or contract address that initiated the transaction.\n\n**Key Points**:\n- Always 42 characters (0x + 40 hex chars)\n- Lowercase normalized in all tables\n- Cannot be NULL for valid transactions\n- For contract creation: sender of creation transaction\n\n**Common Patterns**:\n- EOA \u2192 EOA: Simple transfer\n- EOA \u2192 Contract: User interaction\n- Contract \u2192 Contract: Internal calls (see fact_traces)\n- Known addresses: Exchange hot wallets, protocol deployers\n\n**Query Examples**:\n```sql\n-- User activity analysis\nSELECT from_address, COUNT(*) as tx_count\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 30\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- New user detection\nSELECT DISTINCT from_address\nFROM <blockchain_name>.core.fact_transactions t1\nWHERE NOT EXISTS (\n    SELECT 1 FROM <blockchain_name>.core.fact_transactions t2 \n    WHERE t2.from_address = t1.from_address \n    AND t2.block_number < t1.block_number\n);\n```"}, "ORIGIN_TO_ADDRESS": {"type": "TEXT", "index": 15, "name": "ORIGIN_TO_ADDRESS", "comment": "The destination address for the transaction - either an EOA or contract address.\n\n**Special Cases**:\n- NULL: Contract creation transaction\n- Contract address: Interacting with smart contract\n- EOA address: Simple transfer or receiving funds\n\n**Important Patterns**:\n```sql\n-- Contract deployments\nWHERE to_address IS NULL\n\n-- Popular contracts\nSELECT to_address, COUNT(*) as interactions\nFROM <blockchain_name>.core.fact_transactions\nWHERE to_address IS NOT NULL\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- Direct transfers only\nWHERE to_address NOT IN (SELECT address FROM dim_contracts)\n```\n\n**Note**: For token transfers, this is the token contract, not the recipient. See ez_token_transfers tables for recipient."}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 16, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": "Function signature (first 4 bytes) of the called method.\n\n**Format**: 0x + 8 hex characters\n\n**Common Signatures**:\n- 0xa9059cbb: transfer(address,uint256)\n- 0x095ea7b3: approve(address,uint256)\n- 0x23b872dd: transferFrom(address,address,uint256)\n\n**Note**: NULL for simple transfers or invalid calls"}, "TX_SUCCEEDED": {"type": "BOOLEAN", "index": 17, "name": "TX_SUCCEEDED", "comment": "Boolean indicator of transaction success.\n\n**Values**:\n- TRUE: Transaction executed successfully\n- FALSE: Transaction failed/reverted"}, "EVENT_NAME": {"type": "TEXT", "index": 18, "name": "EVENT_NAME", "comment": "The event name as defined in the contract's ABI.\n\n**Format**: PascalCase event identifier\n**Examples**:\n- `Transfer` - Token transfers\n- `Swap` - DEX trades  \n- `OwnershipTransferred` - Admin changes\n- `Approval` - Token approvals\n\n**Usage Pattern**:\n\n```sql\n-- Find all event types for a contract\nSELECT DISTINCT event_name, COUNT(*) as occurrences\nFROM ez_decoded_event_logs\nWHERE contract_address = LOWER('0x...')\nGROUP BY 1\nORDER BY 2 DESC;\n```"}, "FULL_DECODED_LOG": {"type": "VARIANT", "index": 19, "name": "FULL_DECODED_LOG", "comment": "Complete decoded event data including parameter names, values, types, and metadata.\n\nExample: '{\"event_name\": \"Transfer\", \"parameters\": [{\"name\": \"from\", \"type\": \"address\", \"value\": \"0x123...\", \"indexed\": true}]}'"}, "DECODED_LOG": {"type": "OBJECT", "index": 20, "name": "DECODED_LOG", "comment": "Flattened JSON object containing decoded event parameters with their values.\n\nExample: '{\"from\": \"0x123...\", \"to\": \"0x456...\", \"value\": \"1000000000000000000\"}'"}, "CONTRACT_NAME": {"type": "TEXT", "index": 21, "name": "CONTRACT_NAME", "comment": "Human-readable name of the smart contract emitting the event, joined from dim_contracts.\n\nExample: 'USD Coin'"}, "EZ_DECODED_EVENT_LOGS_ID": {"type": "TEXT", "index": 22, "name": "EZ_DECODED_EVENT_LOGS_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 23, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 24, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"clustering_key": {"id": "clustering_key", "label": "Clustering Key", "value": "LINEAR(block_timestamp::date)", "include": true, "description": "The key used to cluster this table"}, "last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 13:25UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 43286674432, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 203492921, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, 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It is designed for time series analysis, volatility studies, and historical price lookups.\n\n## Key Use Cases\n\n- Technical analysis and candlestick chart creation\n- Volatility studies and risk assessment\n- Historical price lookups and trend analysis\n- Market timing and trading analysis\n\n## Important Relationships\n\n- **Join with dim_asset_metadata**: For asset metadata\n- **Join with ez_token_transfers**: For USD value calculations\n\n## Commonly-used Fields\n\n- `hour`: UTC timestamp for the price period\n- `asset_id`: Unique identifier for the asset\n- `open`: Opening price at start of hour\n- `high`: Highest price during hour\n- `low`: Lowest price during hour\n- `close`: Closing price at end of hour\n\n## Sample Queries\n\n**OHLC Data Retrieval**\n```sql\nSELECT hour, asset_id, open, high, low, close\nFROM <blockchain_name>.price.fact_prices_ohlc_hourly\nWHERE asset_id = '<asset_id>'\n  AND hour >= CURRENT_DATE - 30\nORDER BY hour DESC;\n```", "owner": "DBT_CLOUD_SCROLL"}, "columns": {"ASSET_ID": {"type": "TEXT", "index": 1, "name": "ASSET_ID", "comment": "Unique identifier for the asset from the price provider. Provider-specific ID format.\n\nExample: 'ethereum'"}, "HOUR": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "HOUR", "comment": "UTC timestamp truncated to the hour for price recording. Used for joining with hourly transaction data.\n\nExample: '2024-01-15 14:00:00.000'"}, "OPEN": {"type": "FLOAT", "index": 3, "name": "OPEN", "comment": "Opening price at the start of the hour in USD. First recorded price in the hour for OHLC analysis.\n\nExample: 2995.25"}, "HIGH": {"type": "FLOAT", "index": 4, "name": "HIGH", "comment": "Highest price reached during the hour in USD. Maximum price in the hour for volatility analysis.\n\nExample: 3005.75"}, "LOW": {"type": "FLOAT", "index": 5, "name": "LOW", "comment": "Lowest price reached during the hour in USD. Minimum price in the hour for support level analysis.\n\nExample: 2985.50"}, "CLOSE": {"type": "FLOAT", "index": 6, "name": "CLOSE", "comment": "Closing price at the end of the hour in USD. Last recorded price in the hour, commonly used for valuations.\n\nExample: 3000.50"}, "PROVIDER": {"type": "TEXT", "index": 7, "name": "PROVIDER", "comment": ""}, "FACT_PRICES_OHLC_HOURLY_ID": {"type": "TEXT", "index": 8, "name": "FACT_PRICES_OHLC_HOURLY_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 9, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 10, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"clustering_key": {"id": "clustering_key", "label": "Clustering Key", "value": "LINEAR(hour::DATE, provider)", "include": true, "description": "The key used to cluster this table"}, "last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 13:59UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 36359168, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 700670, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", 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"_UPDATED_TIMESTAMP", "comment": null}, "COMPLETE_EVENT_ABIS_ID": {"type": "TEXT", "index": 13, "name": "COMPLETE_EVENT_ABIS_ID", "comment": null}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 14, "name": "INSERTED_TIMESTAMP", "comment": null}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 15, "name": "MODIFIED_TIMESTAMP", "comment": null}, "_INVOCATION_ID": {"type": "TEXT", "index": 16, "name": "_INVOCATION_ID", "comment": null}}, "stats": {"last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-08 07:06UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 755650048, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 11412577, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "source.fsc_evm.abis_silver.complete_event_abis"}, "source.livequery_models.ethereum_core.ez_decoded_event_logs": {"metadata": {"type": "BASE TABLE", "schema": "CORE", "name": "EZ_DECODED_EVENT_LOGS", "database": "ETHEREUM_DEV", "comment": "## What\n\nThis table provides human-readable decoded event data for smart contracts where ABIs are available. It transforms raw hex-encoded logs into structured JSON with named parameters and values, making blockchain data immediately queryable without manual decoding.\n\n## Key Use Cases\n\n- Analyzing token transfers and approvals without manual decoding\n- Tracking DEX swaps and liquidity events with named parameters\n- Monitoring NFT transfers and marketplace activity\n- Querying DeFi protocol interactions (lending, staking, governance)\n- Building analytics on any smart contract with available ABIs\n\n## Important Relationships\n\n- **Join with fact_event_logs**: Use `tx_hash` and `event_index` for raw event data\n- **Join with dim_contracts**: Use `contract_address` for contract metadata\n- **Join with fact_transactions**: Use `tx_hash` for transaction context\n- **Cross-reference ez_token_transfers**: For simplified token movement data\n\n## Commonly-used Fields\n\n- `contract_address`: The smart contract that emitted the event\n- `event_name`: The event name from the contract ABI (e.g., Transfer, Swap)\n- `decoded_log`: JSON object with decoded parameter names and values\n- `contract_name`: Human-readable name of the contract\n- `block_timestamp`: When the event occurred\n- `tx_hash`: Transaction hash containing this event\n\n## Sample queries\n\n**ERC-20 Transfer Events with Proper Types**\n\n```sql\nSELECT \n    block_timestamp,\n    tx_hash,\n    contract_address,\n    contract_name,\n    event_name,\n    decoded_log:from::string AS from_address,\n    decoded_log:to::string AS to_address,\n    decoded_log:value::numeric AS amount,\n    -- Convert to decimal (assuming 18 decimals)\n    decoded_log:value::numeric / POW(10, 18) AS amount_decimal\nFROM <blockchain_name>.core.ez_decoded_event_logs\nWHERE contract_address = LOWER('0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48') -- USDC\n    AND event_name = 'Transfer'\n    AND block_timestamp >= CURRENT_DATE - 7\n    AND decoded_log:value::numeric > 1000000000 -- Over 1000 USDC\nORDER BY block_timestamp DESC;\n```\n\n**Uniswap V3 Swap Events**\n\n```sql\nSELECT \n    block_timestamp,\n    tx_hash,\n    contract_address AS pool_address,\n    event_name,\n    decoded_log:sender::string AS sender,\n    decoded_log:recipient::string AS recipient,\n    decoded_log:amount0::numeric AS amount0,\n    decoded_log:amount1::numeric AS amount1,\n    decoded_log:sqrtPriceX96::numeric AS sqrt_price,\n    decoded_log:liquidity::numeric AS liquidity,\n    decoded_log:tick::integer AS tick\nFROM <blockchain_name>.core.ez_decoded_event_logs\nWHERE event_name = 'Swap'\n    AND contract_address IN (\n        SELECT address FROM dim_contracts \n        WHERE contract_name ILIKE '%Uniswap V3%'\n    )\n    AND block_timestamp >= CURRENT_DATE - 1\nLIMIT 100;\n```\n\n**NFT Transfer Events (ERC-721)**\n\n```sql\nSELECT \n    block_timestamp,\n    tx_hash,\n    contract_address,\n    contract_name AS collection_name,\n    decoded_log:from::string AS from_address,\n    decoded_log:to::string AS to_address,\n    decoded_log:tokenId::string AS token_id\nFROM <blockchain_name>.core.ez_decoded_event_logs\nWHERE event_name = 'Transfer'\n    AND decoded_log:tokenId IS NOT NULL  -- Indicates ERC-721\n    AND block_timestamp >= CURRENT_DATE - 1\nORDER BY block_timestamp DESC;\n```\n\n**DeFi Protocol Events - Compound Finance**\n\n```sql\nSELECT \n    DATE_TRUNC('day', block_timestamp) AS day,\n    event_name,\n    COUNT(*) AS event_count,\n    COUNT(DISTINCT decoded_log:minter::string) AS unique_users\nFROM <blockchain_name>.core.ez_decoded_event_logs\nWHERE contract_name ILIKE '%compound%'\n    AND event_name IN ('Mint', 'Redeem', 'Borrow', 'RepayBorrow')\n    AND block_timestamp >= CURRENT_DATE - 30\nGROUP BY 1, 2\nORDER BY 1 DESC, 3 DESC;\n```\n\n**Complex Event Analysis - DEX Aggregator Routes**\n\n```sql\nSELECT \n    block_timestamp,\n    tx_hash,\n    event_name,\n    decoded_log,\n    ARRAY_SIZE(decoded_log:path) AS swap_hops,\n    decoded_log:amountIn::numeric AS amount_in,\n    decoded_log:amountOutMin::numeric AS min_amount_out\nFROM <blockchain_name>.core.ez_decoded_event_logs\nWHERE contract_address = LOWER('0x1111111254fb6c44bAC0beD2854e76F90643097d') -- 1inch\n    AND event_name ILIKE '%swap%'\n    AND block_timestamp >= CURRENT_DATE - 1;\n```", "owner": "INTERNAL_DEV"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": "Sequential counter representing the position of a block in the blockchain since genesis (block 0).\n\n**Key Facts**:\n- Immutable once finalized\n- Primary ordering mechanism for blockchain data\n- Increments by 1 for each new block\n- Used as a proxy for time in many analyses\n\n**Usage in Queries**:\n```sql\n-- Recent data\nWHERE block_number >= (SELECT MAX(block_number) - 1000 FROM fact_blocks)\n\n-- Historical analysis\nWHERE block_number BETWEEN 15000000 AND 16000000\n\n-- Join across tables\nJOIN <blockchain_name>.core.fact_event_logs USING (block_number)\n```\n\n**Important**: Block numbers are chain-specific. Block 15000000 on Ethereum \u2260 block 15000000 on Polygon."}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": "UTC timestamp when the block was produced by validators/miners.\n\n**Format**: TIMESTAMP_NTZ (no timezone)\n**Precision**: Second-level accuracy\n**Reliability**:\n- Set by block producer\n- Can have minor variations (\u00b115 seconds)\n- Always increasing (newer blocks = later timestamps)\n\n**Best Practices**:\n```sql\n-- Time-based filtering (most efficient)\nWHERE block_timestamp >= DATEADD('day', -7, CURRENT_TIMESTAMP)\n\n-- Hourly aggregations\nDATE_TRUNC('hour', block_timestamp) AS hour\n\n-- UTC date extraction\nDATE(block_timestamp) AS block_date\n```\n\n**Note**: Use for time-series analysis, but be aware that block production rates vary by chain."}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": "Unique 66-character identifier for the transaction.\n\n**Format**: 0x + 64 hexadecimal characters\n\n**Usage**:\n- Primary key for transaction lookups\n- Join key for traces, logs, and token transfers\n- Immutable once confirmed\n\n**Example**: `0x5c504ed432cb51138bcf09aa5e8a410dd4a1e204ef84bfed1be16dfba1b22060`"}, "TX_POSITION": {"type": "NUMBER", "index": 4, "name": "TX_POSITION", "comment": "Zero-indexed position of transaction within its block.\n\n**Insights**:\n- Position 0: First transaction in block\n- MEV bots often target early positions\n- Bundle transactions appear consecutively\n- Useful for analyzing transaction ordering"}, "EVENT_INDEX": {"type": "NUMBER", "index": 5, "name": "EVENT_INDEX", "comment": "Zero-based sequential position of the event within a transaction's execution.\n\n**Key Facts**:\n- Starts at 0 for first event\n- Increments across all contracts in transaction\n- Preserves execution order\n- Essential for deterministic event ordering\n\n**Usage Example**:\n```sql\n-- Trace event execution flow\nSELECT \n    event_index,\n    contract_address,\n    topic_0,\n    SUBSTRING(data, 1, 10) AS data_preview\nFROM <blockchain_name>.core.fact_event_logs\nWHERE tx_hash = '0xabc...'\nORDER BY event_index;\n```"}, "CONTRACT_ADDRESS": {"type": "TEXT", "index": 6, "name": "CONTRACT_ADDRESS", "comment": "Smart contract address that emitted this event or received the transaction.\n\n**Key Points**:\n- Always the immediate event emitter for logs\n- May differ from transaction to_address\n- Lowercase normalized format\n- Never NULL for valid events"}, "TOPICS": {"type": "VARIANT", "index": 7, "name": "TOPICS", "comment": "Array containing all indexed parameters of the event.\n\nExample: ['0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef', '0x0000000000000000000000001234567890123456789012345678901234567890']"}, "TOPIC_0": {"type": "TEXT", "index": 8, "name": "TOPIC_0", "comment": "Event signature hash - keccak256 of the event declaration.\n\nExample: '0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef'"}, "TOPIC_1": {"type": "TEXT", "index": 9, "name": "TOPIC_1", "comment": "First indexed parameter of the event (if exists).\n\nExample: '0x0000000000000000000000001234567890123456789012345678901234567890'"}, "TOPIC_2": {"type": "TEXT", "index": 10, "name": "TOPIC_2", "comment": "Second indexed parameter of the event (if exists).\n\nExample: '0x000000000000000000000000abcdefabcdefabcdefabcdefabcdefabcdefabcd'"}, "TOPIC_3": {"type": "TEXT", "index": 11, "name": "TOPIC_3", "comment": "Third indexed parameter of the event (if exists).\n\nExample: '0x0000000000000000000000000000000000000000000000000000000000000001'"}, "DATA": {"type": "TEXT", "index": 12, "name": "DATA", "comment": "Hex-encoded non-indexed event parameters.\n\nExample: '0x0000000000000000000000000000000000000000000000000de0b6b3a7640000'"}, "EVENT_REMOVED": {"type": "BOOLEAN", "index": 13, "name": "EVENT_REMOVED", "comment": "Boolean flag indicating if the event was removed due to chain reorganization.\n\nExample: false"}, "ORIGIN_FROM_ADDRESS": {"type": "TEXT", "index": 14, "name": "ORIGIN_FROM_ADDRESS", "comment": "The externally-owned account (EOA) or contract address that initiated the transaction.\n\n**Key Points**:\n- Always 42 characters (0x + 40 hex chars)\n- Lowercase normalized in all tables\n- Cannot be NULL for valid transactions\n- For contract creation: sender of creation transaction\n\n**Common Patterns**:\n- EOA \u2192 EOA: Simple transfer\n- EOA \u2192 Contract: User interaction\n- Contract \u2192 Contract: Internal calls (see fact_traces)\n- Known addresses: Exchange hot wallets, protocol deployers\n\n**Query Examples**:\n```sql\n-- User activity analysis\nSELECT from_address, COUNT(*) as tx_count\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 30\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- New user detection\nSELECT DISTINCT from_address\nFROM <blockchain_name>.core.fact_transactions t1\nWHERE NOT EXISTS (\n    SELECT 1 FROM <blockchain_name>.core.fact_transactions t2 \n    WHERE t2.from_address = t1.from_address \n    AND t2.block_number < t1.block_number\n);\n```"}, "ORIGIN_TO_ADDRESS": {"type": "TEXT", "index": 15, "name": "ORIGIN_TO_ADDRESS", "comment": "The destination address for the transaction - either an EOA or contract address.\n\n**Special Cases**:\n- NULL: Contract creation transaction\n- Contract address: Interacting with smart contract\n- EOA address: Simple transfer or receiving funds\n\n**Important Patterns**:\n```sql\n-- Contract deployments\nWHERE to_address IS NULL\n\n-- Popular contracts\nSELECT to_address, COUNT(*) as interactions\nFROM <blockchain_name>.core.fact_transactions\nWHERE to_address IS NOT NULL\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- Direct transfers only\nWHERE to_address NOT IN (SELECT address FROM dim_contracts)\n```\n\n**Note**: For token transfers, this is the token contract, not the recipient. See ez_token_transfers tables for recipient."}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 16, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": "Function signature (first 4 bytes) of the called method.\n\n**Format**: 0x + 8 hex characters\n\n**Common Signatures**:\n- 0xa9059cbb: transfer(address,uint256)\n- 0x095ea7b3: approve(address,uint256)\n- 0x23b872dd: transferFrom(address,address,uint256)\n\n**Note**: NULL for simple transfers or invalid calls"}, "TX_SUCCEEDED": {"type": "BOOLEAN", "index": 17, "name": "TX_SUCCEEDED", "comment": "Boolean indicator of transaction success.\n\n**Values**:\n- TRUE: Transaction executed successfully\n- FALSE: Transaction failed/reverted"}, "EVENT_NAME": {"type": "TEXT", "index": 18, "name": "EVENT_NAME", "comment": "The event name as defined in the contract's ABI.\n\n**Format**: PascalCase event identifier\n**Examples**:\n- `Transfer` - Token transfers\n- `Swap` - DEX trades  \n- `OwnershipTransferred` - Admin changes\n- `Approval` - Token approvals\n\n**Usage Pattern**:\n\n```sql\n-- Find all event types for a contract\nSELECT DISTINCT event_name, COUNT(*) as occurrences\nFROM ez_decoded_event_logs\nWHERE contract_address = LOWER('0x...')\nGROUP BY 1\nORDER BY 2 DESC;\n```"}, "FULL_DECODED_LOG": {"type": "VARIANT", "index": 19, "name": "FULL_DECODED_LOG", "comment": "Complete decoded event data including parameter names, values, types, and metadata.\n\nExample: '{\"event_name\": \"Transfer\", \"parameters\": [{\"name\": \"from\", \"type\": \"address\", \"value\": \"0x123...\", \"indexed\": true}]}'"}, "DECODED_LOG": {"type": "OBJECT", "index": 20, "name": "DECODED_LOG", "comment": "Flattened JSON object containing decoded event parameters with their values.\n\nExample: '{\"from\": \"0x123...\", \"to\": \"0x456...\", \"value\": \"1000000000000000000\"}'"}, "CONTRACT_NAME": {"type": "TEXT", "index": 21, "name": "CONTRACT_NAME", "comment": "Human-readable name of the smart contract emitting the event, joined from dim_contracts.\n\nExample: 'USD Coin'"}, "EZ_DECODED_EVENT_LOGS_ID": {"type": "TEXT", "index": 22, "name": "EZ_DECODED_EVENT_LOGS_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 23, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 24, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"clustering_key": {"id": "clustering_key", "label": "Clustering Key", "value": "LINEAR(block_timestamp::date)", "include": true, "description": "The key used to cluster this table"}, "last_modified": {"id": "last_modified", "label": "Last Modified", "value": "2025-08-04 15:24UTC", "include": true, "description": "The timestamp for last update/change"}, "bytes": {"id": "bytes", "label": "Approximate Size", "value": 1171318617088, "include": true, "description": "Approximate size of the table as reported by Snowflake"}, "row_count": {"id": "row_count", "label": "Row Count", "value": 4626348444, "include": true, "description": "An approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "source.livequery_models.ethereum_core.ez_decoded_event_logs"}, "source.livequery_models.ethereum_core.fact_event_logs": {"metadata": {"type": "BASE TABLE", "schema": "CORE", "name": "FACT_EVENT_LOGS", "database": "ETHEREUM_DEV", "comment": "## What\n\nThis table contains raw event logs emitted by smart contracts during transaction execution. Each row represents a single event with its topics and data. Events are the primary mechanism for smart contracts to communicate state changes and must be explicitly emitted in contract code.\n\n## Key Use Cases\n\n- Tracking raw blockchain events before decoding\n- Filtering events by signature (topic_0) for specific event types\n- Analyzing contract activity patterns and event frequencies\n- Building custom event decoders for unsupported contracts\n- Monitoring specific addresses via indexed parameters\n\n## Important Relationships\n\n- **Join with ez_decoded_event_logs**: Use `tx_hash` and `event_index` for simplified decoded data\n- **Join with fact_transactions**: Use `tx_hash` for transaction context\n- **Join with dim_contracts**: Use `contract_address` for contract metadata\n\n## Commonly-used Fields\n\n- `topic_0`: Event signature hash for filtering event types\n- `contract_address`: Smart contract that emitted the event\n- `topics`: Array of indexed parameters (max 4)\n- `data`: Hex-encoded non-indexed parameters\n- `event_index`: Sequential position within transaction\n- `tx_hash`: Transaction containing this event\n\n## Sample queries\n\n```sql\n-- Find all ERC-20 Transfer events in last 24 hours\nSELECT \n    block_timestamp,\n    tx_hash,\n    contract_address,\n    topics[1] AS from_address_padded,\n    topics[2] AS to_address_padded,\n    data AS amount_hex,\n    event_index\nFROM <blockchain_name>.core.fact_event_logs\nWHERE topic_0 = '0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef'\n    AND ARRAY_SIZE(topics) = 3  -- ERC-20 has 3 topics\n    AND block_timestamp >= CURRENT_DATE - 1\nLIMIT 100;\n\n-- Most active contracts by event count\nSELECT \n    contract_address,\n    COUNT(*) AS event_count,\n    COUNT(DISTINCT tx_hash) AS unique_txs,\n    COUNT(DISTINCT topic_0) AS unique_event_types,\n    MIN(block_timestamp) AS first_seen,\n    MAX(block_timestamp) AS last_seen\nFROM <blockchain_name>.core.fact_event_logs\nWHERE block_timestamp >= CURRENT_DATE - 7\nGROUP BY 1\nORDER BY 2 DESC\nLIMIT 50;\n\n-- Event patterns within transactions\nSELECT \n    tx_hash,\n    COUNT(*) AS events_in_tx,\n    COUNT(DISTINCT contract_address) AS contracts_touched,\n    ARRAY_AGG(DISTINCT topic_0) AS event_signatures\nFROM <blockchain_name>.core.fact_event_logs\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1\nHAVING COUNT(*) > 10\nORDER BY 2 DESC\nLIMIT 20;\n```", "owner": "INTERNAL_DEV"}, "columns": {"BLOCK_NUMBER": {"type": "NUMBER", "index": 1, "name": "BLOCK_NUMBER", "comment": "Sequential counter representing the position of a block in the blockchain since genesis (block 0).\n\n**Key Facts**:\n- Immutable once finalized\n- Primary ordering mechanism for blockchain data\n- Increments by 1 for each new block\n- Used as a proxy for time in many analyses\n\n**Usage in Queries**:\n```sql\n-- Recent data\nWHERE block_number >= (SELECT MAX(block_number) - 1000 FROM fact_blocks)\n\n-- Historical analysis\nWHERE block_number BETWEEN 15000000 AND 16000000\n\n-- Join across tables\nJOIN <blockchain_name>.core.fact_event_logs USING (block_number)\n```\n\n**Important**: Block numbers are chain-specific. Block 15000000 on Ethereum \u2260 block 15000000 on Polygon."}, "BLOCK_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 2, "name": "BLOCK_TIMESTAMP", "comment": "UTC timestamp when the block was produced by validators/miners.\n\n**Format**: TIMESTAMP_NTZ (no timezone)\n**Precision**: Second-level accuracy\n**Reliability**:\n- Set by block producer\n- Can have minor variations (\u00b115 seconds)\n- Always increasing (newer blocks = later timestamps)\n\n**Best Practices**:\n```sql\n-- Time-based filtering (most efficient)\nWHERE block_timestamp >= DATEADD('day', -7, CURRENT_TIMESTAMP)\n\n-- Hourly aggregations\nDATE_TRUNC('hour', block_timestamp) AS hour\n\n-- UTC date extraction\nDATE(block_timestamp) AS block_date\n```\n\n**Note**: Use for time-series analysis, but be aware that block production rates vary by chain."}, "TX_HASH": {"type": "TEXT", "index": 3, "name": "TX_HASH", "comment": "Unique 66-character identifier for the transaction.\n\n**Format**: 0x + 64 hexadecimal characters\n\n**Usage**:\n- Primary key for transaction lookups\n- Join key for traces, logs, and token transfers\n- Immutable once confirmed\n\n**Example**: `0x5c504ed432cb51138bcf09aa5e8a410dd4a1e204ef84bfed1be16dfba1b22060`"}, "TX_POSITION": {"type": "NUMBER", "index": 4, "name": "TX_POSITION", "comment": "Zero-indexed position of transaction within its block.\n\n**Insights**:\n- Position 0: First transaction in block\n- MEV bots often target early positions\n- Bundle transactions appear consecutively\n- Useful for analyzing transaction ordering"}, "EVENT_INDEX": {"type": "NUMBER", "index": 5, "name": "EVENT_INDEX", "comment": "Zero-based sequential position of the event within a transaction's execution.\n\n**Key Facts**:\n- Starts at 0 for first event\n- Increments across all contracts in transaction\n- Preserves execution order\n- Essential for deterministic event ordering\n\n**Usage Example**:\n```sql\n-- Trace event execution flow\nSELECT \n    event_index,\n    contract_address,\n    topic_0,\n    SUBSTRING(data, 1, 10) AS data_preview\nFROM <blockchain_name>.core.fact_event_logs\nWHERE tx_hash = '0xabc...'\nORDER BY event_index;\n```"}, "CONTRACT_ADDRESS": {"type": "TEXT", "index": 6, "name": "CONTRACT_ADDRESS", "comment": "Smart contract address that emitted this event or received the transaction.\n\n**Key Points**:\n- Always the immediate event emitter for logs\n- May differ from transaction to_address\n- Lowercase normalized format\n- Never NULL for valid events"}, "TOPICS": {"type": "VARIANT", "index": 7, "name": "TOPICS", "comment": "Array containing all indexed parameters of the event.\n\nExample: ['0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef', '0x0000000000000000000000001234567890123456789012345678901234567890']"}, "TOPIC_0": {"type": "TEXT", "index": 8, "name": "TOPIC_0", "comment": "Event signature hash - keccak256 of the event declaration.\n\nExample: '0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef'"}, "TOPIC_1": {"type": "TEXT", "index": 9, "name": "TOPIC_1", "comment": "First indexed parameter of the event (if exists).\n\nExample: '0x0000000000000000000000001234567890123456789012345678901234567890'"}, "TOPIC_2": {"type": "TEXT", "index": 10, "name": "TOPIC_2", "comment": "Second indexed parameter of the event (if exists).\n\nExample: '0x000000000000000000000000abcdefabcdefabcdefabcdefabcdefabcdefabcd'"}, "TOPIC_3": {"type": "TEXT", "index": 11, "name": "TOPIC_3", "comment": "Third indexed parameter of the event (if exists).\n\nExample: '0x0000000000000000000000000000000000000000000000000000000000000001'"}, "DATA": {"type": "TEXT", "index": 12, "name": "DATA", "comment": "Hex-encoded non-indexed event parameters.\n\nExample: '0x0000000000000000000000000000000000000000000000000de0b6b3a7640000'"}, "EVENT_REMOVED": {"type": "BOOLEAN", "index": 13, "name": "EVENT_REMOVED", "comment": "Boolean flag indicating if the event was removed due to chain reorganization.\n\nExample: false"}, "ORIGIN_FROM_ADDRESS": {"type": "TEXT", "index": 14, "name": "ORIGIN_FROM_ADDRESS", "comment": "The externally-owned account (EOA) or contract address that initiated the transaction.\n\n**Key Points**:\n- Always 42 characters (0x + 40 hex chars)\n- Lowercase normalized in all tables\n- Cannot be NULL for valid transactions\n- For contract creation: sender of creation transaction\n\n**Common Patterns**:\n- EOA \u2192 EOA: Simple transfer\n- EOA \u2192 Contract: User interaction\n- Contract \u2192 Contract: Internal calls (see fact_traces)\n- Known addresses: Exchange hot wallets, protocol deployers\n\n**Query Examples**:\n```sql\n-- User activity analysis\nSELECT from_address, COUNT(*) as tx_count\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 30\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- New user detection\nSELECT DISTINCT from_address\nFROM <blockchain_name>.core.fact_transactions t1\nWHERE NOT EXISTS (\n    SELECT 1 FROM <blockchain_name>.core.fact_transactions t2 \n    WHERE t2.from_address = t1.from_address \n    AND t2.block_number < t1.block_number\n);\n```"}, "ORIGIN_TO_ADDRESS": {"type": "TEXT", "index": 15, "name": "ORIGIN_TO_ADDRESS", "comment": "The destination address for the transaction - either an EOA or contract address.\n\n**Special Cases**:\n- NULL: Contract creation transaction\n- Contract address: Interacting with smart contract\n- EOA address: Simple transfer or receiving funds\n\n**Important Patterns**:\n```sql\n-- Contract deployments\nWHERE to_address IS NULL\n\n-- Popular contracts\nSELECT to_address, COUNT(*) as interactions\nFROM <blockchain_name>.core.fact_transactions\nWHERE to_address IS NOT NULL\nGROUP BY 1\nORDER BY 2 DESC;\n\n-- Direct transfers only\nWHERE to_address NOT IN (SELECT address FROM dim_contracts)\n```\n\n**Note**: For token transfers, this is the token contract, not the recipient. See ez_token_transfers tables for recipient."}, "ORIGIN_FUNCTION_SIGNATURE": {"type": "TEXT", "index": 16, "name": "ORIGIN_FUNCTION_SIGNATURE", "comment": "Function signature (first 4 bytes) of the called method.\n\n**Format**: 0x + 8 hex characters\n\n**Common Signatures**:\n- 0xa9059cbb: transfer(address,uint256)\n- 0x095ea7b3: approve(address,uint256)\n- 0x23b872dd: transferFrom(address,address,uint256)\n\n**Note**: NULL for simple transfers or invalid calls"}, "TX_SUCCEEDED": {"type": "BOOLEAN", "index": 17, "name": "TX_SUCCEEDED", "comment": "Boolean indicator of transaction success.\n\n**Values**:\n- TRUE: Transaction executed successfully\n- FALSE: Transaction failed/reverted"}, "FACT_EVENT_LOGS_ID": {"type": "TEXT", "index": 18, "name": "FACT_EVENT_LOGS_ID", "comment": "Primary key - unique identifier for each row ensuring data integrity.\n\n**Format**: Usually VARCHAR containing composite key generated using MD5 hash of the relevant columns.\n**Example**: MD5(block_number, tx_hash, trace_index)\n\n**Usage**:\n- Deduplication in incremental loads\n- Join operations for data quality checks\n- Troubleshooting specific records\n\n**Important**: Implementation varies by table - check table-specific documentation."}, "INSERTED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 19, "name": "INSERTED_TIMESTAMP", "comment": "UTC timestamp when the record was first added to the Flipside database.\n\n**Format**: TIMESTAMP_NTZ\n\n**Use Cases**:\n- Data freshness monitoring\n- Incremental processing markers\n- Debugging data pipeline issues\n- SLA tracking\n\n**Query Example**:\n```sql\n-- Check data latency\nSELECT \n    DATE_TRUNC('hour', block_timestamp) as block_hour,\n    DATE_TRUNC('hour', inserted_timestamp) as insert_hour,\n    AVG(TIMESTAMPDIFF('minute', block_timestamp, inserted_timestamp)) as avg_latency_minutes\nFROM <blockchain_name>.core.fact_transactions\nWHERE block_timestamp >= CURRENT_DATE - 1\nGROUP BY 1, 2;\n```"}, "MODIFIED_TIMESTAMP": {"type": "TIMESTAMP_NTZ", "index": 20, "name": "MODIFIED_TIMESTAMP", "comment": "UTC timestamp of the most recent update to this record.\n\n**Format**: TIMESTAMP_NTZ\n\n**Triggers for Updates**:\n- Data corrections\n- Enrichment additions\n- Reprocessing for accuracy\n- Schema migrations\n\n**Monitoring Usage**:\n```sql\n-- Recently modified records\nSELECT *\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nAND modified_timestamp >= CURRENT_DATE - 1;\n\n-- Data quality tracking\nSELECT \n    DATE(modified_timestamp) as mod_date,\n    COUNT(*) as records_updated,\n    COUNT(DISTINCT block_number) as blocks_affected\nFROM <blockchain_name>.core.fact_transactions\nWHERE modified_timestamp > inserted_timestamp\nGROUP BY 1\nORDER BY 1 DESC;\n```"}}, "stats": {"clustering_key": {"id": "clustering_key", "label": "Clustering Key", "value": "LINEAR(block_timestamp::DATE)", "include": true, "description": "The key used to cluster this table"}, 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"DBT_CLOUD_CROSSCHAIN"}, "columns": {"HOUR": {"type": "TIMESTAMP_NTZ", "index": 1, "name": "HOUR", "comment": ""}, "ASSET_ID": {"type": "TEXT", "index": 2, "name": "ASSET_ID", "comment": ""}, "SYMBOL": {"type": "TEXT", "index": 3, "name": "SYMBOL", "comment": ""}, "NAME": {"type": "TEXT", "index": 4, "name": "NAME", "comment": ""}, "DECIMALS": {"type": "NUMBER", "index": 5, "name": "DECIMALS", "comment": ""}, "PRICE": {"type": "FLOAT", "index": 6, "name": "PRICE", "comment": ""}, "BLOCKCHAIN": {"type": "TEXT", "index": 7, "name": "BLOCKCHAIN", "comment": ""}, "IS_IMPUTED": {"type": "BOOLEAN", "index": 8, "name": "IS_IMPUTED", "comment": ""}, "IS_DEPRECATED": {"type": "BOOLEAN", "index": 9, "name": "IS_DEPRECATED", "comment": ""}, "PROVIDER": {"type": "TEXT", "index": 10, "name": "PROVIDER", "comment": ""}, "SOURCE": {"type": "TEXT", "index": 11, "name": "SOURCE", "comment": ""}, "_INSERTED_TIMESTAMP": {"type": "TIMESTAMP_LTZ", "index": 12, "name": "_INSERTED_TIMESTAMP", "comment": ""}, 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