6e945dea95
Adds the foundation for AI confidence scoring: - fusion.reconcile.pattern: per-(company, partner) aggregate profile (volume, cadence, preferred matching strategy, memo signature, write-off habits) — recomputed nightly from precedents. - fusion.reconcile.precedent: per-historical-decision memory holding full feature vector + outcome, used by precedent_lookup for KNN scoring of new bank lines. Includes ACL rows for fusion accounting user (read) and admin (CRUD) groups. Manifest bumped to 19.0.1.0.1. Note: switched the pattern uniqueness rule from the deprecated _sql_constraints attribute to models.Constraint (Odoo 19 native API) so the unique(company_id, partner_id) is actually enforced at the PG level — _sql_constraints is silently ignored in 19. Made-with: Cursor
50 lines
1.9 KiB
Python
50 lines
1.9 KiB
Python
"""Per-historical-decision reconciliation memory.
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One row per past reconciliation. Holds the full feature vector + outcome,
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used by precedent_lookup for K-nearest-neighbour search when scoring a
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new bank line.
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"""
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from odoo import fields, models
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class FusionReconcilePrecedent(models.Model):
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_name = "fusion.reconcile.precedent"
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_description = "Historical bank reconciliation decision (memory)"
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_order = "reconciled_at desc, id desc"
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company_id = fields.Many2one('res.company', required=True, index=True,
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default=lambda self: self.env.company)
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partner_id = fields.Many2one('res.partner', index=True)
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# Bank line features (the "input")
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amount = fields.Monetary(currency_field='currency_id')
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currency_id = fields.Many2one('res.currency')
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date = fields.Date()
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memo_tokens = fields.Char(
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help="Comma-separated normalized memo tokens (output of memo_tokenizer)")
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journal_id = fields.Many2one('account.journal')
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# Outcome (the "decision made")
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matched_move_line_count = fields.Integer(
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help="1 = exact, 2-3 = consolidation, etc.")
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matched_account_ids = fields.Char(
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help="Comma-separated account.account IDs that were matched against")
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matched_invoice_ages_days = fields.Char(
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help="Comma-separated days-old at reconcile time, e.g. '12, 45, 78'")
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write_off_amount = fields.Float()
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write_off_account_id = fields.Many2one('account.account')
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exchange_diff = fields.Boolean()
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# Provenance
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reconciler_user_id = fields.Many2one('res.users')
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reconciled_at = fields.Datetime()
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source = fields.Selection([
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('historical_bootstrap', 'Imported from history'),
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('manual', 'Manual reconcile via fusion'),
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('ai_accepted', 'AI suggestion accepted'),
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('auto_rule', 'account.reconcile.model auto-fired'),
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], required=True)
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# No uniqueness constraint — multiple reconciles can share features
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