process_raw_vault_scan_data

Documentation for eth_defi.research.wrangle_vault_prices.process_raw_vault_scan_data function.

process_raw_vault_scan_data(rows, prices_df, logger=<built-in function print>, display=<function <lambda>>, diagnose_vault_id=None)

Preprocess vault data for further analysis.

• Assign unique names to vaults

• Add denormalised vault data to prices DataFrame

• Filter out non-stablecoin vaults

• Calculate returns, rolling metrics

Parameters

• rows (dict[eth_defi.vault.base.VaultSpec, eth_defi.vault.vaultdb.VaultRow] | eth_defi.vault.vaultdb.VaultDatabase) – Metadata rows from vault database

• logger – Notebook / console printer function

• display (Callable) – Display Pandas DataFrame function

• prices_df (pandas.core.frame.DataFrame) –

• diagnose_vault_id (str | None) –

Return type

pandas.core.frame.DataFrame