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Performance: Stream JSON during import for memory improvements (#12276)

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* Perf: stream manifest parsing with ijson in document_importer

Replace bulk json.load of the full manifest (which materializes the
entire JSON array into memory) with incremental ijson streaming.
Eliminates self.manifest entirely — records are never all in memory
at once.

- Add ijson>=3.2 dependency
- New module-level iter_manifest_records() generator
- load_manifest_files() collects paths only; no parsing at load time
- check_manifest_validity() streams without accumulating records
- decrypt_secret_fields() streams each manifest to a .decrypted.json
  temp file record-by-record; temp files cleaned up after file copy
- _import_files_from_manifest() collects only document records (small
  fraction of manifest) for the tqdm progress bar

Measured on 200 docs + 200 CustomFieldInstances:
- Streaming validation: peak memory 3081 KiB -> 333 KiB (89% reduction)
- Stream-decrypt to file: peak memory 3081 KiB -> 549 KiB (82% reduction)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Perf: slim dict in _import_files_from_manifest, discard fields

When collecting document records for the file-copy step, extract only
the 4 keys the loop actually uses (pk + 3 exported filename keys) and
discard the full fields dict (content, checksum, tags, etc.).

Peak memory for the document-record list: 939 KiB -> 375 KiB (60% reduction).
Wall time unchanged.
This commit is contained in:
Trenton H
2026-03-09 10:20:48 -07:00
committed by GitHub
parent e18b1fd99d
commit bcc2f11152
4 changed files with 156 additions and 53 deletions
Download Patch File Download Diff File Expand all files Collapse all files
pyproject.toml
+1
View File
@@ -49,6 +49,7 @@ dependencies = [
"flower~=2.0.1",
"gotenberg-client~=0.13.1",
"httpx-oauth~=0.16",
"ijson>=3.2",
"imap-tools~=1.11.0",
"jinja2~=3.1.5",
"langdetect~=1.0.9",
src/documents/management/commands/document_importer.py
+70 -44
View File
@@ -8,6 +8,7 @@ from pathlib import Path
from zipfile import ZipFile
from zipfile import is_zipfile
import ijson
from django.conf import settings
from django.contrib.auth.models import Permission
from django.contrib.auth.models import User
@@ -46,6 +47,15 @@ if settings.AUDIT_LOG_ENABLED:
from auditlog.registry import auditlog
def iter_manifest_records(path: Path) -> Generator[dict, None, None]:
"""Yield records one at a time from a manifest JSON array via ijson."""
try:
with path.open("rb") as f:
yield from ijson.items(f, "item")
except ijson.JSONError as e:
raise CommandError(f"Failed to parse manifest file {path}: {e}") from e
@contextmanager
def disable_signal(sig, receiver, sender, *, weak: bool | None = None) -> Generator:
try:
@@ -143,14 +153,9 @@ class Command(CryptMixin, PaperlessCommand):
Loads manifest data from the various JSON files for parsing and loading the database
"""
main_manifest_path: Path = self.source / "manifest.json"
with main_manifest_path.open() as infile:
self.manifest = json.load(infile)
self.manifest_paths.append(main_manifest_path)
for file in Path(self.source).glob("**/*-manifest.json"):
with file.open() as infile:
self.manifest += json.load(infile)
self.manifest_paths.append(file)
def load_metadata(self) -> None:
@@ -231,7 +236,6 @@ class Command(CryptMixin, PaperlessCommand):
self.version: str | None = None
self.salt: str | None = None
self.manifest_paths = []
self.manifest = []
# Create a temporary directory for extracting a zip file into it, even if supplied source is no zip file to keep code cleaner.
with tempfile.TemporaryDirectory() as tmp_dir:
@@ -291,6 +295,9 @@ class Command(CryptMixin, PaperlessCommand):
else:
self.stdout.write(self.style.NOTICE("Data only import completed"))
for tmp in getattr(self, "_decrypted_tmp_paths", []):
tmp.unlink(missing_ok=True)
self.stdout.write("Updating search index...")
call_command(
"document_index",
@@ -343,11 +350,12 @@ class Command(CryptMixin, PaperlessCommand):
) from e
self.stdout.write("Checking the manifest")
for record in self.manifest:
# Only check if the document files exist if this is not data only
# We don't care about documents for a data only import
if not self.data_only and record["model"] == "documents.document":
check_document_validity(record)
for manifest_path in self.manifest_paths:
for record in iter_manifest_records(manifest_path):
# Only check if the document files exist if this is not data only
# We don't care about documents for a data only import
if not self.data_only and record["model"] == "documents.document":
check_document_validity(record)
def _import_files_from_manifest(self) -> None:
settings.ORIGINALS_DIR.mkdir(parents=True, exist_ok=True)
@@ -356,23 +364,31 @@ class Command(CryptMixin, PaperlessCommand):
self.stdout.write("Copy files into paperless...")
manifest_documents = list(
filter(lambda r: r["model"] == "documents.document", self.manifest),
)
document_records = [
{
"pk": record["pk"],
EXPORTER_FILE_NAME: record[EXPORTER_FILE_NAME],
EXPORTER_THUMBNAIL_NAME: record.get(EXPORTER_THUMBNAIL_NAME),
EXPORTER_ARCHIVE_NAME: record.get(EXPORTER_ARCHIVE_NAME),
}
for manifest_path in self.manifest_paths
for record in iter_manifest_records(manifest_path)
if record["model"] == "documents.document"
]
for record in self.track(manifest_documents, description="Copying files..."):
for record in self.track(document_records, description="Copying files..."):
document = Document.objects.get(pk=record["pk"])
doc_file = record[EXPORTER_FILE_NAME]
document_path = self.source / doc_file
if EXPORTER_THUMBNAIL_NAME in record:
if record[EXPORTER_THUMBNAIL_NAME]:
thumb_file = record[EXPORTER_THUMBNAIL_NAME]
thumbnail_path = (self.source / thumb_file).resolve()
else:
thumbnail_path = None
if EXPORTER_ARCHIVE_NAME in record:
if record[EXPORTER_ARCHIVE_NAME]:
archive_file = record[EXPORTER_ARCHIVE_NAME]
archive_path = self.source / archive_file
else:
@@ -413,33 +429,43 @@ class Command(CryptMixin, PaperlessCommand):
document.save()
def _decrypt_record_if_needed(self, record: dict) -> dict:
fields = self.CRYPT_FIELDS_BY_MODEL.get(record.get("model", ""))
if fields:
for field in fields:
if record["fields"].get(field):
record["fields"][field] = self.decrypt_string(
value=record["fields"][field],
)
return record
def decrypt_secret_fields(self) -> None:
"""
The converse decryption of some fields out of the export before importing to database
The converse decryption of some fields out of the export before importing to database.
Streams records from each manifest path and writes decrypted content to a temp file.
"""
if self.passphrase:
# Salt has been loaded from metadata.json at this point, so it cannot be None
self.setup_crypto(passphrase=self.passphrase, salt=self.salt)
had_at_least_one_record = False
for crypt_config in self.CRYPT_FIELDS:
importer_model: str = crypt_config["model_name"]
crypt_fields: str = crypt_config["fields"]
for record in filter(
lambda x: x["model"] == importer_model,
self.manifest,
):
had_at_least_one_record = True
for field in crypt_fields:
if record["fields"][field]:
record["fields"][field] = self.decrypt_string(
value=record["fields"][field],
)
if had_at_least_one_record:
# It's annoying, but the DB is loaded from the JSON directly
# Maybe could change that in the future?
(self.source / "manifest.json").write_text(
json.dumps(self.manifest, indent=2, ensure_ascii=False),
)
if not self.passphrase:
return
# Salt has been loaded from metadata.json at this point, so it cannot be None
self.setup_crypto(passphrase=self.passphrase, salt=self.salt)
self._decrypted_tmp_paths: list[Path] = []
new_paths: list[Path] = []
for manifest_path in self.manifest_paths:
tmp = manifest_path.with_name(manifest_path.stem + ".decrypted.json")
with tmp.open("w", encoding="utf-8") as out:
out.write("[\n")
first = True
for record in iter_manifest_records(manifest_path):
if not first:
out.write(",\n")
json.dump(
self._decrypt_record_if_needed(record),
out,
indent=2,
ensure_ascii=False,
)
first = False
out.write("\n]\n")
self._decrypted_tmp_paths.append(tmp)
new_paths.append(tmp)
self.manifest_paths = new_paths
src/documents/tests/test_management_importer.py
+16 -9
View File
@@ -119,15 +119,22 @@ class TestCommandImport(
# No read permissions
original_path.chmod(0o222)
manifest_path = Path(temp_dir) / "manifest.json"
manifest_path.write_text(
json.dumps(
[
{
"model": "documents.document",
EXPORTER_FILE_NAME: "original.pdf",
EXPORTER_ARCHIVE_NAME: "archive.pdf",
},
],
),
)
cmd = Command()
cmd.source = Path(temp_dir)
cmd.manifest = [
{
"model": "documents.document",
EXPORTER_FILE_NAME: "original.pdf",
EXPORTER_ARCHIVE_NAME: "archive.pdf",
},
]
cmd.manifest_paths = [manifest_path]
cmd.data_only = False
with self.assertRaises(CommandError) as cm:
cmd.check_manifest_validity()
@@ -296,7 +303,7 @@ class TestCommandImport(
(self.dirs.scratch_dir / "manifest.json").touch()
# We're not building a manifest, so it fails, but this test doesn't care
with self.assertRaises(json.decoder.JSONDecodeError):
with self.assertRaises(CommandError):
call_command(
"document_importer",
"--no-progress-bar",
@@ -325,7 +332,7 @@ class TestCommandImport(
)
# We're not building a manifest, so it fails, but this test doesn't care
with self.assertRaises(json.decoder.JSONDecodeError):
with self.assertRaises(CommandError):
call_command(
"document_importer",
"--no-progress-bar",
uv.lock
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+69
View File
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version = "4.3.2"
@@ -2751,6 +2818,7 @@ dependencies = [
{ name = "flower", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "gotenberg-client", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "httpx-oauth", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "ijson", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "imap-tools", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "jinja2", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "langdetect", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
@@ -2898,6 +2966,7 @@ requires-dist = [
{ name = "gotenberg-client", specifier = "~=0.13.1" },
{ name = "granian", extras = ["uvloop"], marker = "extra == 'webserver'", specifier = "~=2.7.0" },
{ name = "httpx-oauth", specifier = "~=0.16" },
{ name = "ijson", specifier = ">=3.2" },
{ name = "imap-tools", specifier = "~=1.11.0" },
{ name = "jinja2", specifier = "~=3.1.5" },
{ name = "langdetect", specifier = "~=1.0.9" },