FH-SWF MLOPS
Architecture-Overview:
1. Introduction and Goals
2. Constraints
3. Context and Scope
4. Solution Strategy
5. Building Block View
6. Runtime View
7. Deployment View
8. Crosscutting Concepts
9. Architecture Decisions
10. Quality Requirements
11. Risks and Technical Debt
12. Glossary
Services:
Data-Processor
Streamlit-UI
Pipeline-API
FH-SWF MLOPS
Index
Index
_
|
A
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
U
|
W
_
__init__() (CeleryClient method)
(DVCClient method)
,
[1]
A
age (UserInputRequest attribute)
,
[1]
API_BEARER_TOKEN (EnvConfig attribute)
,
[1]
,
[2]
app
module
,
[1]
,
[2]
app.constants
module
,
[1]
,
[2]
app.core
module
,
[1]
app.core.celery_client
module
app.core.data_factory
module
app.core.dvc_client
module
,
[1]
app.routers
module
app.schemas
module
,
[1]
app.utils
module
,
[1]
AsyncTaskResponse (class in app.schemas)
,
[1]
C
capital_gain (UserInputRequest attribute)
,
[1]
capital_loss (UserInputRequest attribute)
,
[1]
CELERY_BACKEND_CONNECTION (EnvConfig attribute)
,
[1]
,
[2]
CELERY_BROKER_CONNECTION (EnvConfig attribute)
,
[1]
,
[2]
CELERY_DEFAULT_QUEUE (EnvConfig attribute)
,
[1]
,
[2]
CeleryClient (class in app.core.celery_client)
columns (FileMetadataResponse attribute)
,
[1]
D
DataFactory (class in app.core.data_factory)
DVCClient (class in app.core.dvc_client)
,
[1]
E
education (UserInputRequest attribute)
,
[1]
educational_num (UserInputRequest attribute)
,
[1]
EnvConfig (class in app.constants)
,
[1]
,
[2]
F
FeedbackInputRequest (class in app.schemas)
,
[1]
FileMetadataResponse (class in app.schemas)
,
[1]
fnlwgt (UserInputRequest attribute)
,
[1]
from_bytes() (DataFactory static method)
from_dict() (DataFactory static method)
G
gender (UserInputRequest attribute)
,
[1]
get_app() (CeleryClient method)
get_metadata() (in module app.utils)
,
[1]
get_result() (CeleryClient method)
get_status() (CeleryClient method)
get_task() (CeleryClient method)
H
hours_per_week (UserInputRequest attribute)
,
[1]
I
id (AsyncTaskResponse attribute)
,
[1]
income (FeedbackInputRequest attribute)
,
[1]
M
marital_status (UserInputRequest attribute)
,
[1]
merge_dfs() (DataFactory static method)
module
app
,
[1]
,
[2]
app.constants
,
[1]
,
[2]
app.core
,
[1]
app.core.celery_client
app.core.data_factory
app.core.dvc_client
,
[1]
app.routers
app.schemas
,
[1]
app.utils
,
[1]
N
native_country (UserInputRequest attribute)
,
[1]
O
occupation (UserInputRequest attribute)
,
[1]
P
PORT (EnvConfig attribute)
,
[1]
,
[2]
R
race (UserInputRequest attribute)
,
[1]
read_data_from() (DVCClient method)
,
[1]
relationship (UserInputRequest attribute)
,
[1]
result (AsyncTaskResponse attribute)
,
[1]
retrieve_metadata() (in module app.utils)
,
[1]
S
S3_ACCESS_KEY_ID (EnvConfig attribute)
,
[1]
,
[2]
S3_BUCKET_NAME (EnvConfig attribute)
,
[1]
,
[2]
S3_ENDPOINT_URL (EnvConfig attribute)
,
[1]
,
[2]
S3_SECRET_ACCESS_KEY (EnvConfig attribute)
,
[1]
,
[2]
save_data_to() (DVCClient method)
,
[1]
status (AsyncTaskResponse attribute)
,
[1]
T
task_id (FeedbackInputRequest attribute)
,
[1]
U
UserInputRequest (class in app.schemas)
,
[1]
W
workclass (UserInputRequest attribute)
,
[1]