mitai-jinkendo/backend/routers/admin_csv_templates.py
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feat(csv-templates): Introduce CSV template analysis and validation features
- Added a new endpoint for analyzing uploaded CSV files, providing suggestions for field mappings and type conversions.
- Implemented validation for required field targets to ensure all mandatory fields are mapped correctly.
- Enhanced the admin CSV templates interface with new routes and navigation options in the frontend.
- Updated API utility functions to support the new CSV analysis functionality.
- Improved error handling for CSV uploads, including file size and row count checks.
2026-04-10 06:39:41 +02:00

381 lines
13 KiB
Python

"""
Admin: System-CSV-Templates (csv_field_mappings, is_system=true) pflegen (Issue #21).
"""
from __future__ import annotations
from typing import Any, List, Optional
from fastapi import APIRouter, Depends, File, Form, HTTPException, UploadFile
from pydantic import BaseModel, Field
from psycopg2.extras import Json
from auth import require_admin
from db import get_db, get_cursor, r2d
from csv_parser.core import (
column_signature,
decode_raw_bytes,
get_csv_import_limits,
headers_signature_match_score,
normalize_header_for_signature,
parse_csv_sample,
)
from csv_parser.mapping_suggest import build_type_conversions_for_mapping, suggest_field_mappings
from csv_parser.module_registry import (
get_module_definition,
validate_field_mappings,
validate_required_field_targets,
)
router = APIRouter(prefix="/api/admin/csv-templates", tags=["admin", "csv-import"])
class CsvSystemTemplateCreate(BaseModel):
module: str
mapping_name: str = Field(..., min_length=1, max_length=100)
description: Optional[str] = None
column_signature: List[str] = Field(default_factory=list)
delimiter: str = ","
encoding: str = "utf-8"
has_header: bool = True
field_mappings: dict = Field(default_factory=dict)
type_conversions: Optional[dict] = None
class CsvSystemTemplateUpdate(BaseModel):
mapping_name: Optional[str] = Field(default=None, min_length=1, max_length=100)
description: Optional[str] = None
column_signature: Optional[List[str]] = None
delimiter: Optional[str] = None
encoding: Optional[str] = None
has_header: Optional[bool] = None
field_mappings: Optional[dict] = None
type_conversions: Optional[dict] = None
class CsvImportLimitsBody(BaseModel):
max_rows_per_file: int = Field(..., ge=100, le=2_000_000)
max_file_bytes: int = Field(..., ge=10_000, le=2_147_483_648)
def _row_full(m: dict) -> dict:
return {
"id": m["id"],
"module": m["module"],
"mapping_name": m["mapping_name"],
"description": m.get("description"),
"column_signature": list(m["column_signature"]) if m.get("column_signature") else [],
"delimiter": m["delimiter"],
"encoding": m["encoding"],
"has_header": m["has_header"],
"field_mappings": m["field_mappings"],
"type_conversions": m.get("type_conversions"),
"usage_count": m.get("usage_count"),
"success_rate": m.get("success_rate"),
"last_used_at": m.get("last_used_at"),
"created_at": m.get("created_at"),
"updated_at": m.get("updated_at"),
"is_system": m["is_system"],
}
@router.get("/import-limits")
def admin_get_csv_import_limits(session: dict = Depends(require_admin)):
with get_db() as conn:
cur = get_cursor(conn)
cur.execute("SELECT value FROM system_config WHERE key = %s", ("csv_import",))
row = cur.fetchone()
return get_csv_import_limits(r2d(row) if row else None)
@router.put("/import-limits")
def admin_put_csv_import_limits(body: CsvImportLimitsBody, session: dict = Depends(require_admin)):
payload = {"max_rows_per_file": body.max_rows_per_file, "max_file_bytes": body.max_file_bytes}
with get_db() as conn:
cur = get_cursor(conn)
cur.execute(
"""
INSERT INTO system_config (key, value, updated_at)
VALUES ('csv_import', %s, CURRENT_TIMESTAMP)
ON CONFLICT (key) DO UPDATE
SET value = EXCLUDED.value, updated_at = CURRENT_TIMESTAMP
""",
(Json(payload),),
)
return payload
@router.get("")
def list_system_templates(
module: Optional[str] = None,
session: dict = Depends(require_admin),
):
with get_db() as conn:
cur = get_cursor(conn)
cur.execute(
"""
SELECT * FROM csv_field_mappings
WHERE is_system = true AND profile_id IS NULL
AND (%s::text IS NULL OR module = %s)
ORDER BY module, mapping_name
""",
(module, module),
)
rows = [r2d(r) for r in cur.fetchall()]
return {"templates": [_row_full(m) for m in rows]}
@router.post("/analyze-upload")
async def admin_analyze_csv_for_template(
file: UploadFile = File(...),
module: str = Form(...),
delimiter: Optional[str] = Form(default=None),
seed_template_id: Optional[int] = Form(default=None),
session: dict = Depends(require_admin),
):
"""
CSV hochladen wie im Nutzer-Import: Spalten + Vorschau + Vorschläge für field_mappings
und type_conversions. Optional Seed-Vorlage (ID) oder beste Jaccard-Systemvorlage für das Modul.
"""
_ = session
if not get_module_definition(module):
raise HTTPException(400, f"Unbekanntes Modul: {module}")
raw = await file.read()
limits = _admin_csv_limits()
max_bytes = limits.get("max_file_bytes", 52_428_800)
if len(raw) > max_bytes:
raise HTTPException(
413,
f"Datei zu groß (max. {max_bytes} Bytes laut Systemkonfiguration)",
)
text = decode_raw_bytes(raw)
if not text.strip():
raise HTTPException(400, "Leere Datei")
max_rows = limits.get("max_rows_per_file", 50_000)
if text.count("\n") > max_rows + 5:
raise HTTPException(
413,
f"Zu viele Zeilen (>{max_rows}) laut Systemkonfiguration",
)
delim = delimiter if delimiter in (",", ";", "\t") else None
headers, sample_rows, used_delim = parse_csv_sample(text, delimiter=delim, max_data_rows=5)
if not headers:
raise HTTPException(400, "Keine Kopfzeile oder leeres CSV")
sig = column_signature(headers)
seed_row: dict | None = None
with get_db() as conn:
cur = get_cursor(conn)
if seed_template_id is not None:
cur.execute(
"""
SELECT * FROM csv_field_mappings
WHERE id = %s AND is_system = true AND profile_id IS NULL AND module = %s
""",
(seed_template_id, module),
)
seed_row = r2d(cur.fetchone())
if not seed_row:
raise HTTPException(404, "Seed-Vorlage nicht gefunden oder falsches Modul")
else:
cur.execute(
"""
SELECT * FROM csv_field_mappings
WHERE is_system = true AND profile_id IS NULL AND module = %s
""",
(module,),
)
rows = [r2d(r) for r in cur.fetchall()]
best: dict | None = None
best_score = -1.0
for t in rows:
t_sig = list(t.get("column_signature") or [])
t_norm = sorted({normalize_header_for_signature(str(s)) for s in t_sig})
score = headers_signature_match_score(sig, t_norm)
if score > best_score:
best_score = score
best = t
if best and best_score > 0:
seed_row = best
seed_fm = (seed_row or {}).get("field_mappings") or {}
if isinstance(seed_fm, str):
seed_fm = {}
seed_tc = (seed_row or {}).get("type_conversions")
if not isinstance(seed_tc, dict):
seed_tc = {}
field_mappings = suggest_field_mappings(headers, module, seed_fm if seed_fm else None)
type_conversions = build_type_conversions_for_mapping(module, field_mappings, seed_tc if seed_tc else None)
seed_meta = None
if seed_row:
t_sig = [normalize_header_for_signature(str(s)) for s in (seed_row.get("column_signature") or [])]
seed_meta = {
"id": seed_row["id"],
"mapping_name": seed_row.get("mapping_name"),
"confidence": round(headers_signature_match_score(sig, sorted(set(t_sig))), 4)
if t_sig
else 0.0,
}
return {
"filename": file.filename,
"module": module,
"delimiter": used_delim,
"encoding": "utf-8",
"columns": headers,
"column_signature_normalized": sig,
"sample_rows": sample_rows,
"seed_template": seed_meta,
"field_mappings": field_mappings,
"type_conversions": type_conversions,
}
def _admin_csv_limits() -> dict[str, int]:
with get_db() as conn:
cur = get_cursor(conn)
cur.execute("SELECT value FROM system_config WHERE key = %s", ("csv_import",))
row = cur.fetchone()
return get_csv_import_limits(r2d(row) if row else None)
@router.get("/{template_id}")
def get_system_template(template_id: int, session: dict = Depends(require_admin)):
with get_db() as conn:
cur = get_cursor(conn)
cur.execute(
"SELECT * FROM csv_field_mappings WHERE id = %s AND is_system = true AND profile_id IS NULL",
(template_id,),
)
m = r2d(cur.fetchone())
if not m:
raise HTTPException(404, "System-Template nicht gefunden")
return _row_full(m)
@router.post("")
def create_system_template(body: CsvSystemTemplateCreate, session: dict = Depends(require_admin)):
if not get_module_definition(body.module):
raise HTTPException(400, f"Unbekanntes Modul: {body.module}")
try:
validate_field_mappings(body.module, body.field_mappings)
validate_required_field_targets(body.module, body.field_mappings)
except ValueError as e:
raise HTTPException(400, str(e))
with get_db() as conn:
cur = get_cursor(conn)
cur.execute(
"""
INSERT INTO csv_field_mappings (
profile_id, is_system, module, mapping_name, description,
column_signature, delimiter, encoding, has_header,
field_mappings, type_conversions
) VALUES (
NULL, true, %s, %s, %s, %s, %s, %s, %s, %s, %s
) RETURNING id
""",
(
body.module,
body.mapping_name,
body.description,
body.column_signature,
body.delimiter,
body.encoding,
body.has_header,
Json(body.field_mappings),
Json(body.type_conversions) if body.type_conversions is not None else None,
),
)
new_id = cur.fetchone()["id"]
return {"id": new_id}
@router.put("/{template_id}")
def update_system_template(
template_id: int,
body: CsvSystemTemplateUpdate,
session: dict = Depends(require_admin),
):
with get_db() as conn:
cur = get_cursor(conn)
cur.execute(
"SELECT * FROM csv_field_mappings WHERE id = %s AND is_system = true AND profile_id IS NULL",
(template_id,),
)
existing = r2d(cur.fetchone())
if not existing:
raise HTTPException(404, "System-Template nicht gefunden")
patch: dict[str, Any] = body.model_dump(exclude_unset=True)
if not patch:
return _row_full(existing)
fm = patch.get("field_mappings", existing["field_mappings"])
if "field_mappings" in patch:
try:
validate_field_mappings(existing["module"], fm)
validate_required_field_targets(existing["module"], fm)
except ValueError as e:
raise HTTPException(400, str(e))
fields_sql = []
vals: list = []
if "mapping_name" in patch:
fields_sql.append("mapping_name = %s")
vals.append(patch["mapping_name"])
if "description" in patch:
fields_sql.append("description = %s")
vals.append(patch["description"])
if "column_signature" in patch:
fields_sql.append("column_signature = %s")
vals.append(patch["column_signature"])
if "delimiter" in patch:
fields_sql.append("delimiter = %s")
vals.append(patch["delimiter"])
if "encoding" in patch:
fields_sql.append("encoding = %s")
vals.append(patch["encoding"])
if "has_header" in patch:
fields_sql.append("has_header = %s")
vals.append(patch["has_header"])
if "field_mappings" in patch:
fields_sql.append("field_mappings = %s")
vals.append(Json(patch["field_mappings"]))
if "type_conversions" in patch:
fields_sql.append("type_conversions = %s")
tc = patch["type_conversions"]
vals.append(Json(tc) if tc is not None else None)
fields_sql.append("updated_at = CURRENT_TIMESTAMP")
vals.append(template_id)
cur.execute(
f"UPDATE csv_field_mappings SET {', '.join(fields_sql)} WHERE id = %s",
tuple(vals),
)
cur.execute("SELECT * FROM csv_field_mappings WHERE id = %s", (template_id,))
m = r2d(cur.fetchone())
return _row_full(m)
@router.delete("/{template_id}")
def delete_system_template(template_id: int, session: dict = Depends(require_admin)):
with get_db() as conn:
cur = get_cursor(conn)
cur.execute(
"DELETE FROM csv_field_mappings WHERE id = %s AND is_system = true AND profile_id IS NULL RETURNING id",
(template_id,),
)
row = cur.fetchone()
if not row:
raise HTTPException(404, "System-Template nicht gefunden")
return {"deleted": template_id}