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2 changes: 1 addition & 1 deletion api/apps/llm_app.py
Original file line number Diff line number Diff line change
Expand Up @@ -24,7 +24,7 @@
from api.db import StatusEnum, LLMType
from api.db.db_models import TenantLLM
from api.utils.api_utils import get_json_result
from api.utils.base64_image import test_image
from common.base64_image import test_image
from rag.llm import EmbeddingModel, ChatModel, RerankModel, CvModel, TTSModel


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71 changes: 15 additions & 56 deletions api/utils/base64_image.py
Original file line number Diff line number Diff line change
@@ -1,56 +1,15 @@
import base64
import logging
from functools import partial
from io import BytesIO

from PIL import Image

test_image_base64 = "iVBORw0KGgoAAAANSUhEUgAAAGQAAABkCAIAAAD/gAIDAAAA6ElEQVR4nO3QwQ3AIBDAsIP9d25XIC+EZE8QZc18w5l9O+AlZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBT+IYAHHLHkdEgAAAABJRU5ErkJggg=="
test_image = base64.b64decode(test_image_base64)


async def image2id(d: dict, storage_put_func: partial, objname:str, bucket:str="imagetemps"):
import logging
from io import BytesIO
import trio
from rag.svr.task_executor import minio_limiter
if not d.get("image"):
return

with BytesIO() as output_buffer:
if isinstance(d["image"], bytes):
output_buffer.write(d["image"])
output_buffer.seek(0)
else:
# If the image is in RGBA mode, convert it to RGB mode before saving it in JPEG format.
if d["image"].mode in ("RGBA", "P"):
converted_image = d["image"].convert("RGB")
d["image"] = converted_image
try:
d["image"].save(output_buffer, format='JPEG')
except OSError as e:
logging.warning(
"Saving image exception, ignore: {}".format(str(e)))

async with minio_limiter:
await trio.to_thread.run_sync(lambda: storage_put_func(bucket=bucket, fnm=objname, binary=output_buffer.getvalue()))
d["img_id"] = f"{bucket}-{objname}"
if not isinstance(d["image"], bytes):
d["image"].close()
del d["image"] # Remove image reference


def id2image(image_id:str|None, storage_get_func: partial):
if not image_id:
return
arr = image_id.split("-")
if len(arr) != 2:
return
bkt, nm = image_id.split("-")
try:
blob = storage_get_func(bucket=bkt, filename=nm)
if not blob:
return
return Image.open(BytesIO(blob))
except Exception as e:
logging.exception(e)
#
# Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
2 changes: 0 additions & 2 deletions api/utils/file_utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -49,8 +49,6 @@
from api.db import FileType
from common.file_utils import get_project_base_directory

PROJECT_BASE = os.getenv("RAG_PROJECT_BASE") or os.getenv("RAG_DEPLOY_BASE")

LOCK_KEY_pdfplumber = "global_shared_lock_pdfplumber"
if LOCK_KEY_pdfplumber not in sys.modules:
sys.modules[LOCK_KEY_pdfplumber] = threading.Lock()
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72 changes: 72 additions & 0 deletions common/base64_image.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,72 @@
#
# Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#

import base64
import logging
from functools import partial
from io import BytesIO

from PIL import Image

test_image_base64 = "iVBORw0KGgoAAAANSUhEUgAAAGQAAABkCAIAAAD/gAIDAAAA6ElEQVR4nO3QwQ3AIBDAsIP9d25XIC+EZE8QZc18w5l9O+AlZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBWYFZgVmBT+IYAHHLHkdEgAAAABJRU5ErkJggg=="
test_image = base64.b64decode(test_image_base64)


async def image2id(d: dict, storage_put_func: partial, objname:str, bucket:str="imagetemps"):
import logging
from io import BytesIO
import trio
from rag.svr.task_executor import minio_limiter
if not d.get("image"):
return

with BytesIO() as output_buffer:
if isinstance(d["image"], bytes):
output_buffer.write(d["image"])
output_buffer.seek(0)
else:
# If the image is in RGBA mode, convert it to RGB mode before saving it in JPEG format.
if d["image"].mode in ("RGBA", "P"):
converted_image = d["image"].convert("RGB")
d["image"] = converted_image
try:
d["image"].save(output_buffer, format='JPEG')
except OSError as e:
logging.warning(
"Saving image exception, ignore: {}".format(str(e)))

async with minio_limiter:
await trio.to_thread.run_sync(lambda: storage_put_func(bucket=bucket, fnm=objname, binary=output_buffer.getvalue()))
d["img_id"] = f"{bucket}-{objname}"
if not isinstance(d["image"], bytes):
d["image"].close()
del d["image"] # Remove image reference


def id2image(image_id:str|None, storage_get_func: partial):
if not image_id:
return
arr = image_id.split("-")
if len(arr) != 2:
return
bkt, nm = image_id.split("-")
try:
blob = storage_get_func(bucket=bkt, filename=nm)
if not blob:
return
return Image.open(BytesIO(blob))
except Exception as e:
logging.exception(e)
2 changes: 1 addition & 1 deletion rag/flow/hierarchical_merger/hierarchical_merger.py
Original file line number Diff line number Diff line change
Expand Up @@ -21,7 +21,7 @@
import trio

from common.misc_utils import get_uuid
from api.utils.base64_image import id2image, image2id
from common.base64_image import id2image, image2id
from deepdoc.parser.pdf_parser import RAGFlowPdfParser
from rag.flow.base import ProcessBase, ProcessParamBase
from rag.flow.hierarchical_merger.schema import HierarchicalMergerFromUpstream
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2 changes: 1 addition & 1 deletion rag/flow/parser/parser.py
Original file line number Diff line number Diff line change
Expand Up @@ -27,7 +27,7 @@
from api.db.services.file_service import FileService
from api.db.services.llm_service import LLMBundle
from common.misc_utils import get_uuid
from api.utils.base64_image import image2id
from common.base64_image import image2id
from deepdoc.parser import ExcelParser
from deepdoc.parser.mineru_parser import MinerUParser
from deepdoc.parser.pdf_parser import PlainParser, RAGFlowPdfParser, VisionParser
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2 changes: 1 addition & 1 deletion rag/flow/splitter/splitter.py
Original file line number Diff line number Diff line change
Expand Up @@ -18,7 +18,7 @@
import trio

from common.misc_utils import get_uuid
from api.utils.base64_image import id2image, image2id
from common.base64_image import id2image, image2id
from deepdoc.parser.pdf_parser import RAGFlowPdfParser
from rag.flow.base import ProcessBase, ProcessParamBase
from rag.flow.splitter.schema import SplitterFromUpstream
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2 changes: 1 addition & 1 deletion rag/svr/task_executor.py
Original file line number Diff line number Diff line change
Expand Up @@ -27,7 +27,7 @@
from api.db.services.knowledgebase_service import KnowledgebaseService
from api.db.services.pipeline_operation_log_service import PipelineOperationLogService
from api.utils.api_utils import timeout
from api.utils.base64_image import image2id
from common.base64_image import image2id
from api.utils.log_utils import init_root_logger
from common.file_utils import get_project_base_directory
from api.utils.configs import show_configs
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