Introduce pandas to read from parquet in BaseManivestLookup

[barhomi]

Context:

• in here we are currently using duckdb to query the manifest parquet file

Ideal state:

• if we switch to reading the file with pandas, and loading the parquet file as a dataframe, it will significantly reduce/simplify the code in that class