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MPAI-Private
MPAI-CAE
arp
Audio Analyzer
Commits
32789bf3
Commit
32789bf3
authored
Apr 11, 2023
by
Matteo
Browse files
update
parent
35dfb875
Changes
6
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Dockerfile
View file @
32789bf3
...
...
@@ -8,4 +8,4 @@ RUN poetry install --no-cache --only main
VOLUME
[ "/data" ]
CMD
["poetry", "run", "uvicorn", "src.server:app", "--host", "0.0.0.0", "--port", "80", "--log-config", "config/logger.yaml"]
\ No newline at end of file
CMD
["poetry", "run", "python", "src/server.py"]
\ No newline at end of file
poetry.lock
View file @
32789bf3
...
...
@@ -12,27 +12,6 @@ files = [
{file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
]
[[package]]
name = "anyio"
version = "3.6.2"
description = "High level compatibility layer for multiple asynchronous event loop implementations"
category = "dev"
optional = false
python-versions = ">=3.6.2"
files = [
{file = "anyio-3.6.2-py3-none-any.whl", hash = "sha256:fbbe32bd270d2a2ef3ed1c5d45041250284e31fc0a4df4a5a6071842051a51e3"},
{file = "anyio-3.6.2.tar.gz", hash = "sha256:25ea0d673ae30af41a0c442f81cf3b38c7e79fdc7b60335a4c14e05eb0947421"},
]
[package.dependencies]
idna = ">=2.8"
sniffio = ">=1.1"
[package.extras]
doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"]
trio = ["trio (>=0.16,<0.22)"]
[[package]]
name = "appdirs"
version = "1.4.4"
...
...
@@ -242,21 +221,6 @@ files = [
{file = "charset_normalizer-3.1.0-py3-none-any.whl", hash = "sha256:3d9098b479e78c85080c98e1e35ff40b4a31d8953102bb0fd7d1b6f8a2111a3d"},
]
[[package]]
name = "click"
version = "8.1.3"
description = "Composable command line interface toolkit"
category = "dev"
optional = false
python-versions = ">=3.7"
files = [
{file = "click-8.1.3-py3-none-any.whl", hash = "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"},
{file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
]
[package.dependencies]
colorama = {version = "*", markers = "platform_system == \"Windows\""}
[[package]]
name = "colorama"
version = "0.4.6"
...
...
@@ -281,27 +245,6 @@ files = [
{file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
]
[[package]]
name = "dnspython"
version = "2.3.0"
description = "DNS toolkit"
category = "dev"
optional = false
python-versions = ">=3.7,<4.0"
files = [
{file = "dnspython-2.3.0-py3-none-any.whl", hash = "sha256:89141536394f909066cabd112e3e1a37e4e654db00a25308b0f130bc3152eb46"},
{file = "dnspython-2.3.0.tar.gz", hash = "sha256:224e32b03eb46be70e12ef6d64e0be123a64e621ab4c0822ff6d450d52a540b9"},
]
[package.extras]
curio = ["curio (>=1.2,<2.0)", "sniffio (>=1.1,<2.0)"]
dnssec = ["cryptography (>=2.6,<40.0)"]
doh = ["h2 (>=4.1.0)", "httpx (>=0.21.1)", "requests (>=2.23.0,<3.0.0)", "requests-toolbelt (>=0.9.1,<0.11.0)"]
doq = ["aioquic (>=0.9.20)"]
idna = ["idna (>=2.1,<4.0)"]
trio = ["trio (>=0.14,<0.23)"]
wmi = ["wmi (>=1.5.1,<2.0.0)"]
[[package]]
name = "docutils"
version = "0.19"
...
...
@@ -314,22 +257,6 @@ files = [
{file = "docutils-0.19.tar.gz", hash = "sha256:33995a6753c30b7f577febfc2c50411fec6aac7f7ffeb7c4cfe5991072dcf9e6"},
]
[[package]]
name = "email-validator"
version = "1.3.1"
description = "A robust email address syntax and deliverability validation library."
category = "dev"
optional = false
python-versions = ">=3.5"
files = [
{file = "email_validator-1.3.1-py2.py3-none-any.whl", hash = "sha256:49a72f5fa6ed26be1c964f0567d931d10bf3fdeeacdf97bc26ef1cd2a44e0bda"},
{file = "email_validator-1.3.1.tar.gz", hash = "sha256:d178c5c6fa6c6824e9b04f199cf23e79ac15756786573c190d2ad13089411ad2"},
]
[package.dependencies]
dnspython = ">=1.15.0"
idna = ">=2.0.0"
[[package]]
name = "exceptiongroup"
version = "1.1.1"
...
...
@@ -361,147 +288,122 @@ files = [
testing = ["pre-commit"]
[[package]]
name = "fastapi"
version = "0.95.0"
description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
category = "dev"
optional = false
python-versions = ">=3.7"
files = [
{file = "fastapi-0.95.0-py3-none-any.whl", hash = "sha256:daf73bbe844180200be7966f68e8ec9fd8be57079dff1bacb366db32729e6eb5"},
{file = "fastapi-0.95.0.tar.gz", hash = "sha256:99d4fdb10e9dd9a24027ac1d0bd4b56702652056ca17a6c8721eec4ad2f14e18"},
]
[package.dependencies]
email-validator = {version = ">=1.1.1", optional = true, markers = "extra == \"all\""}
httpx = {version = ">=0.23.0", optional = true, markers = "extra == \"all\""}
itsdangerous = {version = ">=1.1.0", optional = true, markers = "extra == \"all\""}
jinja2 = {version = ">=2.11.2", optional = true, markers = "extra == \"all\""}
orjson = {version = ">=3.2.1", optional = true, markers = "extra == \"all\""}
pydantic = ">=1.6.2,<1.7 || >1.7,<1.7.1 || >1.7.1,<1.7.2 || >1.7.2,<1.7.3 || >1.7.3,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0"
python-multipart = {version = ">=0.0.5", optional = true, markers = "extra == \"all\""}
pyyaml = {version = ">=5.3.1", optional = true, markers = "extra == \"all\""}
starlette = ">=0.26.1,<0.27.0"
ujson = {version = ">=4.0.1,<4.0.2 || >4.0.2,<4.1.0 || >4.1.0,<4.2.0 || >4.2.0,<4.3.0 || >4.3.0,<5.0.0 || >5.0.0,<5.1.0 || >5.1.0", optional = true, markers = "extra == \"all\""}
uvicorn = {version = ">=0.12.0", extras = ["standard"], optional = true, markers = "extra == \"all\""}
[package.extras]
all = ["email-validator (>=1.1.1)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "python-multipart (>=0.0.5)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
dev = ["pre-commit (>=2.17.0,<3.0.0)", "ruff (==0.0.138)", "uvicorn[standard] (>=0.12.0,<0.21.0)"]
doc = ["mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pyyaml (>=5.3.1,<7.0.0)", "typer-cli (>=0.0.13,<0.0.14)", "typer[all] (>=0.6.1,<0.8.0)"]
test = ["anyio[trio] (>=3.2.1,<4.0.0)", "black (==23.1.0)", "coverage[toml] (>=6.5.0,<8.0)", "databases[sqlite] (>=0.3.2,<0.7.0)", "email-validator (>=1.1.1,<2.0.0)", "flask (>=1.1.2,<3.0.0)", "httpx (>=0.23.0,<0.24.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.982)", "orjson (>=3.2.1,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "peewee (>=3.13.3,<4.0.0)", "pytest (>=7.1.3,<8.0.0)", "python-jose[cryptography] (>=3.3.0,<4.0.0)", "python-multipart (>=0.0.5,<0.0.7)", "pyyaml (>=5.3.1,<7.0.0)", "ruff (==0.0.138)", "sqlalchemy (>=1.3.18,<1.4.43)", "types-orjson (==3.6.2)", "types-ujson (==5.7.0.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)"]
[[package]]
name = "h11"
version = "0.14.0"
description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
category = "dev"
optional = false
python-versions = ">=3.7"
files = [
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name = "grpcio"
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python-versions = ">=3.7"
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certifi = "*"
h11 = ">=0.13,<0.15"
sniffio = ">=1.0.0,<2.0.0"
[package.extras]
http2 = ["h2 (>=3,<5)"]
socks = ["socksio (>=1.0.0,<2.0.0)"]
protobuf = ["grpcio-tools (>=1.53.0)"]
[[package]]
name = "httptools"
version = "0.5.0"
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optional = false
python-versions = ">=3.5.0"
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]
[metadata]
lock-version = "2.0"
python-versions = "^3.10"
content-hash = "
a69c1ad521839c159e8faf2ac74dba046f5ee8c93c90df3492c21f4c4822cfd
a"
content-hash = "
9b3bd7a53c5793a67b2f2cc96573d8eaf01c644bf000510d3d4e29e356f6c40
a"
pyproject.toml
View file @
32789bf3
...
...
@@ -8,11 +8,12 @@ readme = "README.md"
[tool.poetry.dependencies]
python
=
"^3.10"
mpai-cae-arp
=
"^0.2.3"
numpy
=
"1.23.3"
rich
=
"^13.3.3"
pandas
=
"^2.0.0"
scikit-learn
=
"^1.2.2"
grpcio-tools
=
"^1.53.0"
mpai-cae-arp
=
"^0.3.0"
[tool.poetry.group.docs.dependencies]
...
...
@@ -25,9 +26,6 @@ pytest = "^7.3.0"
pytest-xdist
=
"^3.2.1"
[tool.poetry.group.server.dependencies]
fastapi
=
{
extras
=
["all"]
,
version
=
"^0.95.0"
}
[build-system]
requires
=
["poetry-core"]
build-backend
=
"poetry.core.masonry.api"
...
...
src/cli.py
View file @
32789bf3
...
...
@@ -9,7 +9,7 @@ from mpai_cae_arp.files import File, FileType
from
mpai_cae_arp.io
import
prettify
,
Style
def
get_args
()
->
tuple
[
str
,
str
]:
def
get_args
()
->
tuple
[
str
|
None
,
str
|
None
]:
if
len
(
sys
.
argv
)
>
1
:
parser
=
argparse
.
ArgumentParser
(
prog
=
"audio-analyzer"
,
...
...
@@ -24,11 +24,11 @@ def get_args() -> tuple[str, str]:
return
args
.
working_directory
,
args
.
files_name
else
:
return
os
.
getenv
(
"WORKING_DIRECTORY"
),
os
.
getenv
(
"FILES_NAME"
)
def
exit_with_error
(
error_message
:
str
,
console
)
->
None
:
console
.
print
(
f
"[red bold]Error:
{
error_message
}
:t-rex:
"
)
console
.
print
(
f
"[red bold]Error:
{
error_message
}
"
)
quit
(
os
.
EX_USAGE
)
...
...
@@ -42,6 +42,7 @@ def main() -> None:
"Working directory or files name not specified!"
,
"Try -h/--help to know more about Audio Analyser usage"
),
console
)
os
.
makedirs
(
os
.
path
.
join
(
working_directory
,
"temp"
,
files_name
))
with
console
.
status
(
"[purple]Reading input files"
,
spinner
=
"dots"
):
audio_src
=
os
.
path
.
join
(
working_directory
,
"PreservationAudioFile"
,
f
"
{
files_name
}
.wav"
)
...
...
@@ -54,17 +55,17 @@ def main() -> None:
case
True
,
True
:
console
.
print
(
"[green]Input files found!"
)
case
False
,
True
:
exit_with_error
(
"Audio file not found!"
,
console
)
exit_with_error
(
"Audio file not found!
:loud_sound:
"
,
console
)
case
True
,
False
:
exit_with_error
(
"Video file not found!"
,
console
)
exit_with_error
(
"Video file not found!
:vhs:
"
,
console
)
case
False
,
False
:
exit_with_error
(
"Input files not found!"
,
console
)
exit_with_error
(
"Input files not found!
:t-rex:
"
,
console
)
# create irregularity file 1
with
console
.
status
(
"[purple]Creating irregularity file 1"
,
spinner
=
"dots"
):
irreg1
=
sf
.
create_irreg_file
(
audio_src
,
video_src
)
console
.
log
(
f
"Found
{
len
(
irreg1
.
irregularities
)
}
irregularities from Audio source"
)
File
(
f
"
{
working_directory
}
/IrregularityFile1.json"
,
FileType
.
JSON
).
write_content
(
irreg1
.
to_json
())
File
(
f
"
{
working_directory
}
/
temp/
{
files_name
}
/
IrregularityFile1.json"
,
FileType
.
JSON
).
write_content
(
irreg1
.
to_json
())
console
.
log
(
"[geen]Irregularity file 1 created"
)
# create irregularity file 2
...
...
@@ -86,11 +87,11 @@ def main() -> None:
}
console
.
log
(
"Video irregularity file 1 found"
)
irreg2
=
sf
.
merge_irreg_files
(
irreg1
,
IrregularityFile
.
from_json
(
video_irreg_1
))
File
(
f
"
{
working_directory
}
/IrregularityFile2.json"
,
FileType
.
JSON
).
write_content
(
irreg2
.
to_json
())
console
.
log
(
"[geen]Irregularity file 2 created"
)
with
console
.
status
(
"[cyan]Extracting audio irregularities"
,
spinner
=
"dots"
):
sf
.
extract_audio_irregularities
(
audio_src
,
irreg2
,
working_directory
)
irreg2
=
sf
.
extract_audio_irregularities
(
audio_src
,
irreg2
,
working_directory
+
"/temp/"
+
files_name
)
File
(
f
"
{
working_directory
}
/temp/
{
files_name
}
/IrregularityFile2.json"
,
FileType
.
JSON
).
write_content
(
irreg2
.
to_json
())
console
.
log
(
"[green]Audio irregularities extracted"
)
# classify audio irregularities
...
...
src/segment_finder.py
View file @
32789bf3
...
...
@@ -106,7 +106,7 @@ def extract_audio_irregularities(
audio_src
:
str
,
irreg_file
:
IrregularityFile
,
path
:
str
)
->
Non
e
:
)
->
IrregularityFil
e
:
channels_map
=
File
(
TMP_CHANNELS_MAP
,
FileType
.
JSON
).
get_content
()
os
.
makedirs
(
f
"
{
path
}
/AudioBlocks"
,
exist_ok
=
True
)
...
...
@@ -115,9 +115,9 @@ def extract_audio_irregularities(
for
irreg
in
irreg_file
.
irregularities
:
if
channels_map
.
get
(
str
(
irreg
.
irregularity_ID
))
is
None
:
audio
[
seconds_to_frames
(
time_to_seconds
(
irreg
.
time_label
),
audio
.
samplerate
time_to_seconds
(
irreg
.
time_label
),
audio
.
samplerate
):
seconds_to_frames
(
time_to_seconds
(
irreg
.
time_label
),
audio
.
samplerate
)
+
audio
.
samplerate
//
2
]
\
time_to_seconds
(
irreg
.
time_label
),
audio
.
samplerate
)
+
audio
.
samplerate
//
2
]
\
.
save
(
f
"
{
path
}
/AudioBlocks/
{
irreg
.
irregularity_ID
}
.wav"
)
else
:
audio
.
get_channel
(
channels_map
[
str
(
irreg
.
irregularity_ID
)])[
...
...
@@ -126,4 +126,7 @@ def extract_audio_irregularities(
):
seconds_to_frames
(
time_to_seconds
(
irreg
.
time_label
),
audio
.
samplerate
)
+
audio
.
samplerate
//
2
]
\
.
save
(
f
"
{
path
}
/AudioBlocks/
{
irreg
.
irregularity_ID
}
.wav"
)
irreg
.
audio_block_URI
=
f
"
{
path
}
/AudioBlocks/
{
irreg
.
irregularity_ID
}
.wav"
os
.
remove
(
TMP_CHANNELS_MAP
)
return
irreg_file
src/server.py
View file @
32789bf3
from
fastapi
import
FastAPI
from
concurrent
import
futures
from
rich.console
import
Console
from
mpai_cae_arp.files
import
File
,
FileType
from
mpai_cae_arp.types.irregularity
import
IrregularityFile
from
mpai_cae_arp.types.schema
import
Info
import
grpc
from
mpai_cae_arp.network
import
arp_pb2_grpc
as
arp_pb2_grpc
from
mpai_cae_arp.network.arp_pb2
import
(
ComputationRequest
,
ComputationResult
,
Contact
,
Info
,
License
,
)
import
time
info
=
File
(
'config/server.yaml'
,
FileType
.
YAML
).
get_content
()
app
=
FastAPI
(
**
info
)
@
app
.
get
(
'/'
)
async
def
get_endpoints_list
()
->
list
[
str
]:
"""Get list of all endpoints."""
return
[
route
.
path
for
route
in
app
.
routes
]
@
app
.
get
(
'/description'
)
async
def
get_description
()
->
Info
:
"""Get description of the server."""
return
info
@
app
.
get
(
'/irregularityFile/{id}'
)
async
def
get_irregularity_file
(
id
:
int
)
->
IrregularityFile
:
"""Get irregularity file by id."""
return
IrregularityFile
(
irregularities
=
[],
offset
=
150
)
\ No newline at end of file
class
AudioAnalyserServicer
(
arp_pb2_grpc
.
AudioAnalyserServicer
):
def
__init__
(
self
,
console
:
Console
):
self
.
console
=
console
def
getAimInfo
(
self
,
request
,
context
)
->
Info
:
self
.
console
.
log
(
'Received request for AIM info'
)
return
Info
(
title
=
info
[
'title'
],
description
=
info
[
'description'
],
version
=
info
[
'version'
],
contact
=
Contact
(
name
=
info
[
'contact'
][
'name'
],
email
=
info
[
'contact'
][
'email'
],
),
license
=
License
(
name
=
info
[
'license_info'
][
'name'
],
url
=
info
[
'license_info'
][
'url'
],
)
)
def
analyse
(
self
,
request
:
ComputationRequest
,
context
):
self
.
console
.
log
(
'Received request for computation'
)
for
x
in
range
(
10
):
yield
ComputationResult
(
success
=
True
,
message
=
f
'Processing
{
x
*
10
}
%'
)
time
.
sleep
(
2
)
def
serve
(
console
):
server
=
grpc
.
server
(
futures
.
ThreadPoolExecutor
(
max_workers
=
10
))
arp_pb2_grpc
.
add_AudioAnalyserServicer_to_server
(
AudioAnalyserServicer
(
console
),
server
)
server
.
add_insecure_port
(
'[::]:50051'
)
server
.
start
()
server
.
wait_for_termination
()
if
__name__
==
'__main__'
:
console
=
Console
()
console
.
print
(
'Server started at localhost:50051 :satellite:'
)
serve
(
console
)
\ No newline at end of file
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