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Anomaly Detection in Microservices Systems
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sashika sewwandi
Anomaly Detection in Microservices Systems
Commits
9b0f68a0
Commit
9b0f68a0
authored
Oct 10, 2022
by
sashika sewwandi
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9b0f68a0
import
json
import
sys
import
boto3
from
boto3.s3.transfer
import
S3Transfer
from
abc
import
ABCMeta
class
Baseclass
(
metaclass
=
ABCMeta
):
def
metadata_setup
(
self
,
cong_file
):
"""
Setup metadata for the application
:return: set of global variables
"""
try
:
f
=
open
(
f
"metadata/{cong_file}.json"
,
"r"
)
data
=
json
.
loads
(
f
.
read
())
self
.
output_file
=
data
[
"output_file"
]
# twitter configuration
if
'twitter'
in
cong_file
:
self
.
key_word
=
data
[
"key_word"
]
self
.
access_token
=
data
[
"access_token"
]
self
.
data_size
=
data
[
"data_size"
]
elif
'quotes'
in
cong_file
:
self
.
base_url
=
data
[
"base_url"
]
# snowflake configuration
self
.
Account
=
data
[
"snowflake"
][
"Account"
]
self
.
data_warehouse
=
data
[
"snowflake"
][
"data_warehouse"
]
self
.
username
=
data
[
"snowflake"
][
"username"
]
self
.
password
=
data
[
"snowflake"
][
"password"
]
self
.
role
=
data
[
"snowflake"
][
"role"
]
self
.
database
=
data
[
"snowflake"
][
"database"
]
self
.
schema
=
data
[
"snowflake"
][
"schema"
]
self
.
table_name
=
data
[
"snowflake"
][
"table_name"
]
# aws configuration
self
.
access_key
=
data
[
"aws"
][
"aws_access_key_id"
]
self
.
secret_key
=
data
[
"aws"
][
"aws_secret_access_key"
]
self
.
bucket
=
data
[
"aws"
][
"bucket"
]
except
Exception
as
e
:
print
(
e
)
sys
.
exit
(
-
1
)
else
:
print
(
"Metadata configuration success"
)
def
s3_data_transfer
(
self
,
file
):
"""
Extract files will be uploaded to aws bucket
:param file: file which needs to be uploaded
:return: No return values
"""
try
:
client
=
boto3
.
client
(
's3'
,
aws_access_key_id
=
self
.
access_key
,
aws_secret_access_key
=
self
.
secret_key
,
)
s3
=
boto3
.
resource
(
's3'
)
transfer
=
S3Transfer
(
client
)
transfer
.
upload_file
(
file
,
self
.
bucket
,
file
)
except
Exception
as
e
:
print
(
e
)
sys
.
exit
(
-
1
)
else
:
print
(
"Data successfully load to s3 bucket"
)
\ No newline at end of file
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