Added backend supported csv/json export functionality

This commit is contained in:
Donkie
2024-10-27 12:36:39 +01:00
parent a95ddcedd1
commit 86f69d470f
6 changed files with 165 additions and 4 deletions

66
spoolman/export.py Normal file
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"""Functionality for exporting data in various format."""
import asyncio
import csv
import json
from collections.abc import Iterable
from typing import TYPE_CHECKING, Any
from spoolman.database import models
if TYPE_CHECKING:
from _typeshed import SupportsWrite
banned_attrs = {"awaitable_attrs", "metadata", "registry", "spools", "filaments"}
async def flatten_sqlalchemy_object(obj: models.Base, parent_key: str = "", sep: str = ".") -> dict[str, Any]:
"""Recursively flattens a SQLAlchemy object into a dictionary with dot-separated keys."""
fields = {}
for attr in dir(obj):
# Check if the attribute is a column or a relationship
if not attr.startswith("_") and attr not in banned_attrs:
value = await getattr(obj.awaitable_attrs, attr)
if attr == "extra":
# Handle extra fields
for v in value:
fields[f"{parent_key}extra.{v.key}"] = v.value
continue
# Handle nested SQLAlchemy objects
if isinstance(value, models.Base):
nested_fields = await flatten_sqlalchemy_object(value, f"{parent_key}{attr}{sep}", sep=sep)
fields.update(nested_fields)
else:
# Use only columns and simple data types
fields[f"{parent_key}{attr}"] = value
return fields
async def dump_as_csv(sqlalchemy_objects: Iterable[models.Base], writer: "SupportsWrite[str]") -> None:
"""Export a list of objects as CSV to a writer. Nested objects are flattened with dot-separated keys."""
# Flatten each object and get all column names
all_flattened = await asyncio.gather(*[flatten_sqlalchemy_object(obj) for obj in sqlalchemy_objects])
# Collect all unique headers across flattened objects
headers = set()
for flattened_obj in all_flattened:
headers.update(flattened_obj.keys())
headers = sorted(headers) # Sort headers for consistent column ordering
# Write to CSV
csv_writer = csv.DictWriter(writer, fieldnames=headers)
csv_writer.writeheader()
for flattened_obj in all_flattened:
csv_writer.writerow(flattened_obj)
async def dump_as_json(sqlalchemy_objects: Iterable[models.Base], writer: "SupportsWrite[str]") -> None:
"""Export a list of objects as JSON to a writer. Nested objects are flattened with dot-separated keys."""
# Flatten each object and get all column names
all_flattened = await asyncio.gather(*[flatten_sqlalchemy_object(obj) for obj in sqlalchemy_objects])
# Write to JSON
json.dump(all_flattened, writer, default=str)