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Feat: Migration to handle individual rag config
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"""Peewee migrations -- 019_add_rag_config_to_knowledge.py.
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Some examples (model - class or model name)::
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> Model = migrator.orm['table_name'] # Return model in current state by name
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> Model = migrator.ModelClass # Return model in current state by name
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> migrator.sql(sql) # Run custom SQL
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> migrator.run(func, *args, **kwargs) # Run python function with the given args
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> migrator.create_model(Model) # Create a model (could be used as decorator)
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> migrator.remove_model(model, cascade=True) # Remove a model
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> migrator.add_fields(model, **fields) # Add fields to a model
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> migrator.change_fields(model, **fields) # Change fields
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> migrator.remove_fields(model, *field_names, cascade=True)
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> migrator.rename_field(model, old_field_name, new_field_name)
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> migrator.rename_table(model, new_table_name)
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> migrator.add_index(model, *col_names, unique=False)
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> migrator.add_not_null(model, *field_names)
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> migrator.add_default(model, field_name, default)
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> migrator.add_constraint(model, name, sql)
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> migrator.drop_index(model, *col_names)
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> migrator.drop_not_null(model, *field_names)
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> migrator.drop_constraints(model, *constraints)
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"""
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from contextlib import suppress
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import peewee as pw
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from peewee_migrate import Migrator
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import json
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with suppress(ImportError):
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import playhouse.postgres_ext as pw_pext
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class Knowledge(pw.Model):
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class Meta:
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table_name = 'knowledge'
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def migrate(migrator: Migrator, database: pw.Database, *, fake=False):
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"""Add rag_config column to knowledge table."""
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Knowledge._meta.database = database # manually bind DB
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migrator.add_fields(
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Knowledge,
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rag_config=pw.TextField(null=True, default=json.dumps({"DEFAULT_RAG_SETTINGS": True})),
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)
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def rollback(migrator: Migrator, database: pw.Database, *, fake=False):
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"""Remove rag_config column from knowledge table."""
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Knowledge._meta.database = database # manually bind DB
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migrator.remove_fields(Knowledge, "rag_config")
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