feat(backend): Pydantic v2 models for 837P claims

This commit is contained in:
Tyler
2026-06-19 15:39:08 -06:00
parent 8475e672a7
commit aa801805ce
2 changed files with 244 additions and 0 deletions
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"""Pydantic v2 models for parsed 837P claims.
Models mirror the X12 837P structure (Loop 2000A → 2000B → 2300 → 2400) but
flattened to one ``ClaimOutput`` per CLM segment, suitable for JSON serialization
and consumption by the Cyclone frontend.
"""
from __future__ import annotations
from datetime import date
from decimal import Decimal
from typing import Literal
from pydantic import BaseModel, ConfigDict, Field, model_serializer
class _Base(BaseModel):
model_config = ConfigDict(extra="ignore", str_strip_whitespace=True)
@model_serializer(mode="wrap")
def _serialize(self, handler): # type: ignore[no-untyped-def]
data = handler(self)
for key, value in data.items():
if isinstance(value, date):
data[key] = value.isoformat()
return data
class Address(_Base):
line1: str
line2: str | None = None
city: str
state: str
zip: str
class BillingProvider(_Base):
name: str
npi: str
tax_id: str | None = None
address: Address | None = None
class Subscriber(_Base):
first_name: str
last_name: str
member_id: str
dob: date | None = None
gender: Literal["M", "F", "U"] | None = None
address: Address | None = None
class Payer(_Base):
name: str
id: str
class ClaimHeader(_Base):
claim_id: str
total_charge: Decimal
place_of_service: str | None = None
frequency_code: str | None = None
provider_signature: str | None = None
assignment: str | None = None
release_of_info: str | None = None
prior_auth: str | None = None
class Diagnosis(_Base):
code: str
qualifier: str | None = None
class Procedure(_Base):
qualifier: str
code: str
modifiers: list[str] = Field(default_factory=list)
class ServiceLine(_Base):
line_number: int
procedure: Procedure
charge: Decimal
unit_type: str | None = None
units: Decimal | None = None
place_of_service: str | None = None
service_date: date | None = None
provider_reference: str | None = None
class ValidationIssue(_Base):
rule: str
severity: Literal["error", "warning"]
message: str
segment_index: int | None = None
class ValidationReport(_Base):
passed: bool
errors: list[ValidationIssue] = Field(default_factory=list)
warnings: list[ValidationIssue] = Field(default_factory=list)
class Envelope(_Base):
sender_id: str
receiver_id: str
control_number: str
transaction_date: date
transaction_time: str | None = None
implementation_guide: str | None = None
class BatchSummary(_Base):
input_file: str
control_number: str | None = None
transaction_date: date | None = None
total_claims: int = 0
passed: int = 0
failed: int = 0
failed_claim_ids: list[str] = Field(default_factory=list)
issues_by_rule: dict[str, int] = Field(default_factory=dict)
output_dir: str | None = None
class ClaimOutput(_Base):
claim_id: str
control_number: str
transaction_date: date
billing_provider: BillingProvider
subscriber: Subscriber
payer: Payer
claim: ClaimHeader
diagnoses: list[Diagnosis] = Field(default_factory=list)
service_lines: list[ServiceLine] = Field(default_factory=list)
validation: ValidationReport
raw_segments: list[list[str]] = Field(default_factory=list)
class ParseResult(_Base):
envelope: Envelope | None = None
claims: list[ClaimOutput] = Field(default_factory=list)
summary: BatchSummary