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VisualDL
未验证 提交 f883251f 编写于 作者: 走神的阿圆's avatar 走神的阿圆 提交者： GitHub
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Showing with 162 addition and 24 deletion
visualdl/component/__init__.py
浏览文件 @ f883251f
......@@ -20,6 +20,9 @@ components = {
"image": {
"enabled": False
},
"text": {
"enabled": False
},
"embedding": {
"enabled": False
},
......
visualdl/component/base_component.py
浏览文件 @ f883251f
......@@ -257,6 +257,22 @@ def audio(tag, audio_array, sample_rate, step, walltime):
])
def text(tag, text_string, step, walltime=None):
"""Package data to one image.
Args:
tag (string): Data identifier
text_string (string): Value of text
step (int): Step of text
walltime (int): Wall time of text
Return:
Package with format of record_pb2.Record
"""
_text = Record.Text(encoded_text_string=text_string)
return Record(values=[
Record.Value(id=step, tag=tag, timestamp=walltime, text=_text)
])
def histogram(tag, hist, bin_edges, step, walltime):
"""Package data to one histogram.
......
visualdl/proto/record.proto
浏览文件 @ f883251f
......@@ -7,6 +7,10 @@ message Record {
bytes encoded_image_string = 4;
}
message Text {
string encoded_text_string = 1;
}
message Audio {
float sample_rate = 1;
int64 num_channels = 2;
......@@ -70,6 +74,7 @@ message Record {
PRCurve pr_curve = 9;
MetaData meta_data = 10;
ROC_Curve roc_curve = 11;
Text text = 12;
}
}
......
visualdl/proto/record_pb2.py
浏览文件 @ f883251f
......@@ -18,7 +18,7 @@ DESCRIPTOR = _descriptor.FileDescriptor(
package='visualdl',
syntax='proto3',
serialized_options=None,
serialized_pb=b'\n\x0crecord.proto\x12\x08visualdl\"\xe0\x08\n\x06Record\x12&\n\x06values\x18\x01 \x03(\x0b\x32\x16.visualdl.Record.Value\x1a%\n\x05Image\x12\x1c\n\x14\x65ncoded_image_string\x18\x04 \x01(\x0c\x1a}\n\x05\x41udio\x12\x13\n\x0bsample_rate\x18\x01 \x01(\x02\x12\x14\n\x0cnum_channels\x18\x02 \x01(\x03\x12\x15\n\rlength_frames\x18\x03 \x01(\x03\x12\x1c\n\x14\x65ncoded_audio_string\x18\x04 \x01(\x0c\x12\x14\n\x0c\x63ontent_type\x18\x05 \x01(\t\x1a+\n\tEmbedding\x12\r\n\x05label\x18\x01 \x03(\t\x12\x0f\n\x07vectors\x18\x02 \x03(\x02\x1aP\n\nEmbeddings\x12.\n\nembeddings\x18\x01 \x03(\x0b\x32\x1a.visualdl.Record.Embedding\x12\x12\n\nlabel_meta\x18\x02 \x03(\t\x1a\x43\n\x10\x62ytes_embeddings\x12\x16\n\x0e\x65ncoded_labels\x18\x01 \x01(\x0c\x12\x17\n\x0f\x65ncoded_vectors\x18\x02 \x01(\x0c\x1a\x34\n\tHistogram\x12\x10\n\x04hist\x18\x01 \x03(\x01\x42\x02\x10\x01\x12\x15\n\tbin_edges\x18\x02 \x03(\x01\x42\x02\x10\x01\x1al\n\x07PRCurve\x12\x0e\n\x02TP\x18\x01 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46P\x18\x02 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02TN\x18\x03 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46N\x18\x04 \x03(\x03\x42\x02\x10\x01\x12\x11\n\tprecision\x18\x05 \x03(\x01\x12\x0e\n\x06recall\x18\x06 \x03(\x01\x1a\x65\n\tROC_Curve\x12\x0e\n\x02TP\x18\x01 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46P\x18\x02 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02TN\x18\x03 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46N\x18\x04 \x03(\x03\x42\x02\x10\x01\x12\x0b\n\x03tpr\x18\x05 \x03(\x01\x12\x0b\n\x03\x66pr\x18\x06 \x03(\x01\x1a \n\x08MetaData\x12\x14\n\x0c\x64isplay_name\x18\x01 \x01(\t\x1a\x96\x03\n\x05Value\x12\n\n\x02id\x18\x01 \x01(\x03\x12\x0b\n\x03tag\x18\x02 \x01(\t\x12\x11\n\ttimestamp\x18\x03 \x01(\x03\x12\x0f\n\x05value\x18\x04 \x01(\x02H\x00\x12\'\n\x05image\x18\x05 \x01(\x0b\x32\x16.visualdl.Record.ImageH\x00\x12\'\n\x05\x61udio\x18\x06 \x01(\x0b\x32\x16.visualdl.Record.AudioH\x00\x12\x31\n\nembeddings\x18\x07 \x01(\x0b\x32\x1b.visualdl.Record.EmbeddingsH\x00\x12/\n\thistogram\x18\x08 \x01(\x0b\x32\x1a.visualdl.Record.HistogramH\x00\x12,\n\x08pr_curve\x18\t \x01(\x0b\x32\x18.visualdl.Record.PRCurveH\x00\x12.\n\tmeta_data\x18\n \x01(\x0b\x32\x19.visualdl.Record.MetaDataH\x00\x12/\n\troc_curve\x18\x0b \x01(\x0b\x32\x1a.visualdl.Record.ROC_CurveH\x00\x42\x0b\n\tone_valueb\x06proto3'
serialized_pb=b'\n\x0crecord.proto\x12\x08visualdl\"\xac\t\n\x06Record\x12&\n\x06values\x18\x01 \x03(\x0b\x32\x16.visualdl.Record.Value\x1a%\n\x05Image\x12\x1c\n\x14\x65ncoded_image_string\x18\x04 \x01(\x0c\x1a#\n\x04Text\x12\x1b\n\x13\x65ncoded_text_string\x18\x01 \x01(\t\x1a}\n\x05\x41udio\x12\x13\n\x0bsample_rate\x18\x01 \x01(\x02\x12\x14\n\x0cnum_channels\x18\x02 \x01(\x03\x12\x15\n\rlength_frames\x18\x03 \x01(\x03\x12\x1c\n\x14\x65ncoded_audio_string\x18\x04 \x01(\x0c\x12\x14\n\x0c\x63ontent_type\x18\x05 \x01(\t\x1a+\n\tEmbedding\x12\r\n\x05label\x18\x01 \x03(\t\x12\x0f\n\x07vectors\x18\x02 \x03(\x02\x1aP\n\nEmbeddings\x12.\n\nembeddings\x18\x01 \x03(\x0b\x32\x1a.visualdl.Record.Embedding\x12\x12\n\nlabel_meta\x18\x02 \x03(\t\x1a\x43\n\x10\x62ytes_embeddings\x12\x16\n\x0e\x65ncoded_labels\x18\x01 \x01(\x0c\x12\x17\n\x0f\x65ncoded_vectors\x18\x02 \x01(\x0c\x1a\x34\n\tHistogram\x12\x10\n\x04hist\x18\x01 \x03(\x01\x42\x02\x10\x01\x12\x15\n\tbin_edges\x18\x02 \x03(\x01\x42\x02\x10\x01\x1al\n\x07PRCurve\x12\x0e\n\x02TP\x18\x01 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46P\x18\x02 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02TN\x18\x03 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46N\x18\x04 \x03(\x03\x42\x02\x10\x01\x12\x11\n\tprecision\x18\x05 \x03(\x01\x12\x0e\n\x06recall\x18\x06 \x03(\x01\x1a\x65\n\tROC_Curve\x12\x0e\n\x02TP\x18\x01 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46P\x18\x02 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02TN\x18\x03 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46N\x18\x04 \x03(\x03\x42\x02\x10\x01\x12\x0b\n\x03tpr\x18\x05 \x03(\x01\x12\x0b\n\x03\x66pr\x18\x06 \x03(\x01\x1a \n\x08MetaData\x12\x14\n\x0c\x64isplay_name\x18\x01 \x01(\t\x1a\xbd\x03\n\x05Value\x12\n\n\x02id\x18\x01 \x01(\x03\x12\x0b\n\x03tag\x18\x02 \x01(\t\x12\x11\n\ttimestamp\x18\x03 \x01(\x03\x12\x0f\n\x05value\x18\x04 \x01(\x02H\x00\x12\'\n\x05image\x18\x05 \x01(\x0b\x32\x16.visualdl.Record.ImageH\x00\x12\'\n\x05\x61udio\x18\x06 \x01(\x0b\x32\x16.visualdl.Record.AudioH\x00\x12\x31\n\nembeddings\x18\x07 \x01(\x0b\x32\x1b.visualdl.Record.EmbeddingsH\x00\x12/\n\thistogram\x18\x08 \x01(\x0b\x32\x1a.visualdl.Record.HistogramH\x00\x12,\n\x08pr_curve\x18\t \x01(\x0b\x32\x18.visualdl.Record.PRCurveH\x00\x12.\n\tmeta_data\x18\n \x01(\x0b\x32\x19.visualdl.Record.MetaDataH\x00\x12/\n\troc_curve\x18\x0b \x01(\x0b\x32\x1a.visualdl.Record.ROC_CurveH\x00\x12%\n\x04text\x18\x0c \x01(\x0b\x32\x15.visualdl.Record.TextH\x00\x42\x0b\n\tone_valueb\x06proto3'
)
......@@ -54,6 +54,36 @@ _RECORD_IMAGE = _descriptor.Descriptor(
serialized_end=114,
)
_RECORD_TEXT = _descriptor.Descriptor(
name='Text',
full_name='visualdl.Record.Text',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='encoded_text_string', full_name='visualdl.Record.Text.encoded_text_string', index=0,
number=1, type=9, cpp_type=9, label=1,
has_default_value=False, default_value=b"".decode('utf-8'),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
],
serialized_start=116,
serialized_end=151,
)
_RECORD_AUDIO = _descriptor.Descriptor(
name='Audio',
full_name='visualdl.Record.Audio',
......@@ -108,8 +138,8 @@ _RECORD_AUDIO = _descriptor.Descriptor(
extension_ranges=[],
oneofs=[
],
serialized_start=116,
serialized_end=241,
serialized_start=153,
serialized_end=278,
)
_RECORD_EMBEDDING = _descriptor.Descriptor(
......@@ -145,8 +175,8 @@ _RECORD_EMBEDDING = _descriptor.Descriptor(
extension_ranges=[],
oneofs=[
],
serialized_start=243,
serialized_end=286,
serialized_start=280,
serialized_end=323,
)
_RECORD_EMBEDDINGS = _descriptor.Descriptor(
......@@ -182,8 +212,8 @@ _RECORD_EMBEDDINGS = _descriptor.Descriptor(
extension_ranges=[],
oneofs=[
],
serialized_start=288,
serialized_end=368,
serialized_start=325,
serialized_end=405,
)
_RECORD_BYTES_EMBEDDINGS = _descriptor.Descriptor(
......@@ -219,8 +249,8 @@ _RECORD_BYTES_EMBEDDINGS = _descriptor.Descriptor(
extension_ranges=[],
oneofs=[
],
serialized_start=370,
serialized_end=437,
serialized_start=407,
serialized_end=474,
)
_RECORD_HISTOGRAM = _descriptor.Descriptor(
......@@ -256,8 +286,8 @@ _RECORD_HISTOGRAM = _descriptor.Descriptor(
extension_ranges=[],
oneofs=[
],
serialized_start=439,
serialized_end=491,
serialized_start=476,
serialized_end=528,
)
_RECORD_PRCURVE = _descriptor.Descriptor(
......@@ -321,8 +351,8 @@ _RECORD_PRCURVE = _descriptor.Descriptor(
extension_ranges=[],
oneofs=[
],
serialized_start=493,
serialized_end=601,
serialized_start=530,
serialized_end=638,
)
_RECORD_ROC_CURVE = _descriptor.Descriptor(
......@@ -386,8 +416,8 @@ _RECORD_ROC_CURVE = _descriptor.Descriptor(
extension_ranges=[],
oneofs=[
],
serialized_start=603,
serialized_end=704,
serialized_start=640,
serialized_end=741,
)
_RECORD_METADATA = _descriptor.Descriptor(
......@@ -416,8 +446,8 @@ _RECORD_METADATA = _descriptor.Descriptor(
extension_ranges=[],
oneofs=[
],
serialized_start=706,
serialized_end=738,
serialized_start=743,
serialized_end=775,
)
_RECORD_VALUE = _descriptor.Descriptor(
......@@ -504,6 +534,13 @@ _RECORD_VALUE = _descriptor.Descriptor(
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='text', full_name='visualdl.Record.Value.text', index=11,
number=12, type=11, cpp_type=10, label=1,
has_default_value=False, default_value=None,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
......@@ -519,8 +556,8 @@ _RECORD_VALUE = _descriptor.Descriptor(
name='one_value', full_name='visualdl.Record.Value.one_value',
index=0, containing_type=None, fields=[]),
],
serialized_start=741,
serialized_end=1147,
serialized_start=778,
serialized_end=1223,
)
_RECORD = _descriptor.Descriptor(
......@@ -540,7 +577,7 @@ _RECORD = _descriptor.Descriptor(
],
extensions=[
],
nested_types=[_RECORD_IMAGE, _RECORD_AUDIO, _RECORD_EMBEDDING, _RECORD_EMBEDDINGS, _RECORD_BYTES_EMBEDDINGS, _RECORD_HISTOGRAM, _RECORD_PRCURVE, _RECORD_ROC_CURVE, _RECORD_METADATA, _RECORD_VALUE, ],
nested_types=[_RECORD_IMAGE, _RECORD_TEXT, _RECORD_AUDIO, _RECORD_EMBEDDING, _RECORD_EMBEDDINGS, _RECORD_BYTES_EMBEDDINGS, _RECORD_HISTOGRAM, _RECORD_PRCURVE, _RECORD_ROC_CURVE, _RECORD_METADATA, _RECORD_VALUE, ],
enum_types=[
],
serialized_options=None,
......@@ -550,10 +587,11 @@ _RECORD = _descriptor.Descriptor(
oneofs=[
],
serialized_start=27,
serialized_end=1147,
serialized_end=1223,
)
_RECORD_IMAGE.containing_type = _RECORD
_RECORD_TEXT.containing_type = _RECORD
_RECORD_AUDIO.containing_type = _RECORD
_RECORD_EMBEDDING.containing_type = _RECORD
_RECORD_EMBEDDINGS.fields_by_name['embeddings'].message_type = _RECORD_EMBEDDING
......@@ -570,6 +608,7 @@ _RECORD_VALUE.fields_by_name['histogram'].message_type = _RECORD_HISTOGRAM
_RECORD_VALUE.fields_by_name['pr_curve'].message_type = _RECORD_PRCURVE
_RECORD_VALUE.fields_by_name['meta_data'].message_type = _RECORD_METADATA
_RECORD_VALUE.fields_by_name['roc_curve'].message_type = _RECORD_ROC_CURVE
_RECORD_VALUE.fields_by_name['text'].message_type = _RECORD_TEXT
_RECORD_VALUE.containing_type = _RECORD
_RECORD_VALUE.oneofs_by_name['one_value'].fields.append(
_RECORD_VALUE.fields_by_name['value'])
......@@ -595,6 +634,9 @@ _RECORD_VALUE.fields_by_name['meta_data'].containing_oneof = _RECORD_VALUE.oneof
_RECORD_VALUE.oneofs_by_name['one_value'].fields.append(
_RECORD_VALUE.fields_by_name['roc_curve'])
_RECORD_VALUE.fields_by_name['roc_curve'].containing_oneof = _RECORD_VALUE.oneofs_by_name['one_value']
_RECORD_VALUE.oneofs_by_name['one_value'].fields.append(
_RECORD_VALUE.fields_by_name['text'])
_RECORD_VALUE.fields_by_name['text'].containing_oneof = _RECORD_VALUE.oneofs_by_name['one_value']
_RECORD.fields_by_name['values'].message_type = _RECORD_VALUE
DESCRIPTOR.message_types_by_name['Record'] = _RECORD
_sym_db.RegisterFileDescriptor(DESCRIPTOR)
......@@ -608,6 +650,13 @@ Record = _reflection.GeneratedProtocolMessageType('Record', (_message.Message,),
})
,
'Text' : _reflection.GeneratedProtocolMessageType('Text', (_message.Message,), {
'DESCRIPTOR' : _RECORD_TEXT,
'__module__' : 'record_pb2'
# @@protoc_insertion_point(class_scope:visualdl.Record.Text)
})
,
'Audio' : _reflection.GeneratedProtocolMessageType('Audio', (_message.Message,), {
'DESCRIPTOR' : _RECORD_AUDIO,
'__module__' : 'record_pb2'
......@@ -676,6 +725,7 @@ Record = _reflection.GeneratedProtocolMessageType('Record', (_message.Message,),
})
_sym_db.RegisterMessage(Record)
_sym_db.RegisterMessage(Record.Image)
_sym_db.RegisterMessage(Record.Text)
_sym_db.RegisterMessage(Record.Audio)
_sym_db.RegisterMessage(Record.Embedding)
_sym_db.RegisterMessage(Record.Embeddings)
......
visualdl/reader/reader.py
浏览文件 @ f883251f
......@@ -180,6 +180,8 @@ class LogReader(object):
elif "meta_data" == value_type:
self.update_meta_data(record)
component = "meta_data"
elif "text" == value_type:
component = "text"
else:
raise TypeError("Invalid value type `%s`." % value_type)
self._tags[path] = component
......
visualdl/server/api.py
浏览文件 @ f883251f
......@@ -101,6 +101,10 @@ class Api(object):
def image_tags(self):
return self._get_with_retry('data/plugin/images/tags', lib.get_image_tags)
@result()
def text_tags(self):
return self._get_with_retry('data/plugin/text/tags', lib.get_text_tags)
@result()
def audio_tags(self):
return self._get_with_retry('data/plugin/audio/tags', lib.get_audio_tags)
......@@ -138,6 +142,17 @@ class Api(object):
key = os.path.join('data/plugin/images/individualImage', mode, tag, str(index))
return self._get_with_retry(key, lib.get_individual_image, mode, tag, index)
@result()
def text_list(self, mode, tag):
key = os.path.join('data/plugin/text/text', mode, tag)
return self._get_with_retry(key, lib.get_text_tag_steps, mode, tag)
@result('text/plain')
def text_text(self, mode, tag, index=0):
index = int(index)
key = os.path.join('data/plugin/text/individualText', mode, tag, str(index))
return self._get_with_retry(key, lib.get_individual_text, mode, tag, index)
@result()
def audio_list(self, run, tag):
key = os.path.join('data/plugin/audio/audio', run, tag)
......@@ -216,6 +231,7 @@ def create_api_call(logdir, model, cache_timeout):
'logs': (api.logs, []),
'scalar/tags': (api.scalar_tags, []),
'image/tags': (api.image_tags, []),
'text/tags': (api.text_tags, []),
'audio/tags': (api.audio_tags, []),
'embedding/tags': (api.embedding_tags, []),
'histogram/tags': (api.histogram_tags, []),
......@@ -225,6 +241,8 @@ def create_api_call(logdir, model, cache_timeout):
'scalar/data': (api.scalar_data, ['run', 'tag', 'type']),
'image/list': (api.image_list, ['run', 'tag']),
'image/image': (api.image_image, ['run', 'tag', 'index']),
'text/list': (api.text_list, ['run', 'tag']),
'text/text': (api.text_text, ['run', 'tag', 'index']),
'audio/list': (api.audio_list, ['run', 'tag']),
'audio/audio': (api.audio_audio, ['run', 'tag', 'index']),
'embedding/embedding': (api.embedding_embedding, ['run', 'tag', 'reduction', 'dimension']),
......
visualdl/server/data_manager.py
浏览文件 @ f883251f
......@@ -25,7 +25,8 @@ DEFAULT_PLUGIN_MAXSIZE = {
"audio": 10,
"pr_curve": 300,
"roc_curve": 300,
"meta_data": 100
"meta_data": 100,
"text": 10
}
......@@ -350,7 +351,9 @@ class DataManager(object):
"roc_curve":
Reservoir(max_size=DEFAULT_PLUGIN_MAXSIZE["roc_curve"]),
"meta_data":
Reservoir(max_size=DEFAULT_PLUGIN_MAXSIZE["meta_data"])
Reservoir(max_size=DEFAULT_PLUGIN_MAXSIZE["meta_data"]),
"text":
Reservoir(max_size=DEFAULT_PLUGIN_MAXSIZE["text"])
}
self._mutex = threading.Lock()
......
visualdl/server/lib.py
浏览文件 @ f883251f
......@@ -158,6 +158,26 @@ def get_individual_image(log_reader, run, tag, step_index):
return records[step_index].image.encoded_image_string
def get_text_tag_steps(log_reader, run, tag):
run = log_reader.name2tags[run] if run in log_reader.name2tags else run
log_reader.load_new_data()
records = log_reader.data_manager.get_reservoir("text").get_items(
run, decode_tag(tag))
result = [{
"step": item.id,
"wallTime": s2ms(item.timestamp)
} for item in records]
return result
def get_individual_text(log_reader, run, tag, step_index):
run = log_reader.name2tags[run] if run in log_reader.name2tags else run
log_reader.load_new_data()
records = log_reader.data_manager.get_reservoir("text").get_items(
run, decode_tag(tag))
return records[step_index].text.encoded_text_string
def get_audio_tag_steps(log_reader, run, tag):
run = log_reader.name2tags[run] if run in log_reader.name2tags else run
log_reader.load_new_data()
......
visualdl/writer/writer.py
浏览文件 @ f883251f
......@@ -18,7 +18,8 @@ import time
import numpy as np
from visualdl.writer.record_writer import RecordFileWriter
from visualdl.utils.img_util import merge_images
from visualdl.component.base_component import scalar, image, embedding, audio, histogram, pr_curve, roc_curve, meta_data
from visualdl.component.base_component import scalar, image, embedding, audio, \
histogram, pr_curve, roc_curve, meta_data, text
class DummyFileWriter(object):
......@@ -190,6 +191,26 @@ class LogWriter(object):
image(tag=tag, image_array=img, step=step, walltime=walltime,
dataformats=dataformats))
def add_text(self, tag, text_string, step=None, walltime=None):
"""Add an text to vdl record file.
Args:
tag (string): Data identifier
text_string (string): Value of text
step (int): Step of text
walltime (int): Wall time of text
Example:
for index in range(1, 101):
writer.add_text(tag="train/loss", text_string=str(index) + 'text', step=index)
"""
if '%' in tag:
raise RuntimeError("% can't appear in tag!")
walltime = round(
time.time() * 1000) if walltime is None else walltime
self._get_file_writer().add_record(
text(
tag=tag, text_string=text_string, step=step,
walltime=walltime))
def add_image_matrix(self, tag, imgs, step, rows=-1, scale=1.0, walltime=None, dataformats="HWC"):
"""Add an image to vdl record file.
......
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