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Sol pipelines #387
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Sol pipelines #387
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89ef5db
Add primitive
MihirT906 9e1a0dd
Merge branch 'master' of https://github.com/MihirT906/Orion into SOL-…
MihirT906 11ef0ca
Merge branch 'sintel-dev:master' into SOL-pipelines
MihirT906 027a206
Merge branch 'SOL-pipelines' of https://github.com/MihirT906/Orion in…
MihirT906 be5f9f5
Update TS Postprocessing primitive
MihirT906 62b9a84
Add TS postprocessing primitive JSONs
MihirT906 239a1e1
Add SOL Pipelines
MihirT906 fea5dd2
Merge branch 'sintel-dev:master' into SOL-pipelines
MihirT906 ae6ea22
Merge branch 'master' of https://github.com/MihirT906/Orion into SOL-…
MihirT906 680f6fd
Update OPs to global variable
MihirT906 03e5d12
Merge branch 'SOL-pipelines' of https://github.com/MihirT906/Orion in…
MihirT906 db20927
Merge branch 'sintel-dev:master' into SOL-pipelines
MihirT906 3d8596f
Update Docstrings
MihirT906 06e5dbb
Revert "Update TS Postprocessing primitive"
MihirT906 1a8d203
add tests + fix lint
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,16 @@ | ||
| { | ||
| "primitives": [ | ||
| "orion.primitives.timeseries_postprocessing.extract_dimension", | ||
| "orion.primitives.timeseries_postprocessing.diff_thres", | ||
| "orion.primitives.timeseries_postprocessing.get_intervals" | ||
| ], | ||
| "init_params": { | ||
| "orion.primitives.timeseries_postprocessing.diff_thres#1": { | ||
| "thres": 0.1, | ||
| "op": ">" | ||
| }, | ||
| "orion.primitives.intervals.get_intervals#1": { | ||
| "severity": true | ||
| } | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,17 @@ | ||
| { | ||
| "primitives": [ | ||
| "orion.primitives.timeseries_postprocessing.extract_dimension", | ||
| "orion.primitives.timeseries_postprocessing.rolling_std_thres", | ||
| "orion.primitives.timeseries_postprocessing.get_intervals" | ||
| ], | ||
| "init_params": { | ||
| "orion.primitives.timeseries_postprocessing.rolling_std_thres#1": { | ||
| "thres": 10, | ||
| "op": ">", | ||
| "window_size": 5 | ||
| }, | ||
| "orion.primitives.intervals.get_intervals#1": { | ||
| "severity": false | ||
| } | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,17 @@ | ||
| { | ||
| "primitives": [ | ||
| "orion.primitives.timeseries_postprocessing.extract_dimension", | ||
| "orion.primitives.timeseries_postprocessing.rolling_std_thres", | ||
| "orion.primitives.timeseries_postprocessing.get_intervals" | ||
| ], | ||
| "init_params": { | ||
| "orion.primitives.timeseries_postprocessing.rolling_std_thres#1": { | ||
| "thres": 10, | ||
| "op": ">", | ||
| "window_size": 5 | ||
| }, | ||
| "orion.primitives.intervals.get_intervals#1": { | ||
| "severity": true | ||
| } | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,16 @@ | ||
| { | ||
| "primitives": [ | ||
| "orion.primitives.timeseries_postprocessing.extract_dimension", | ||
| "orion.primitives.timeseries_postprocessing.thresholding", | ||
| "orion.primitives.timeseries_postprocessing.get_intervals" | ||
| ], | ||
| "init_params": { | ||
| "orion.primitives.timeseries_postprocessing.thresholding#1": { | ||
| "thres": 0.01, | ||
| "op": "<" | ||
| }, | ||
| "orion.primitives.intervals.get_intervals#1": { | ||
| "severity": true | ||
| } | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,16 @@ | ||
| { | ||
| "primitives": [ | ||
| "orion.primitives.timeseries_postprocessing.extract_dimension", | ||
| "orion.primitives.timeseries_postprocessing.thresholding", | ||
| "orion.primitives.timeseries_postprocessing.get_intervals" | ||
| ], | ||
| "init_params": { | ||
| "orion.primitives.timeseries_postprocessing.thresholding#1": { | ||
| "thres": 0.45, | ||
| "op": ">" | ||
| }, | ||
| "orion.primitives.intervals.get_intervals#1": { | ||
| "severity": true | ||
| } | ||
| } | ||
| } |
31 changes: 31 additions & 0 deletions
31
.../primitives/jsons/orion.primitives.timeseries_postprocessing.build_anomaly_intervals.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,31 @@ | ||
| { | ||
| "name": "build_anomaly_intervals", | ||
| "primitive": "orion.primitives.timeseries_postprocessing.build_anomaly_intervals", | ||
| "description": "Builds anomaly intervals", | ||
| "produce": { | ||
| "args": [ | ||
| { | ||
| "name": "y", | ||
| "type": "ndarray" | ||
| } | ||
| ], | ||
| "output": [ | ||
| { | ||
| "name": "y", | ||
| "type": "ndarray" | ||
| } | ||
| ] | ||
| }, | ||
| "hyperparameters": { | ||
| "tunable": { | ||
| "severity": { | ||
| "type": "bool", | ||
| "default": true | ||
| }, | ||
| "indices": { | ||
| "type": "bool", | ||
| "default": false | ||
| } | ||
| } | ||
| } | ||
| } | ||
32 changes: 32 additions & 0 deletions
32
orion/primitives/jsons/orion.primitives.timeseries_postprocessing.diff_thres.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,32 @@ | ||
| { | ||
| "name": "diff_thres", | ||
| "primitive": "orion.primitives.timeseries_postprocessing.diff_thres", | ||
| "description": "Detects anomalies by calculating n-th order discrete difference", | ||
| "produce": { | ||
| "args": [ | ||
| { | ||
| "name": "X", | ||
| "type": "ndarray" | ||
| } | ||
| ], | ||
| "output": [ | ||
| { | ||
| "name": "y", | ||
| "type": "ndarray" | ||
| } | ||
| ] | ||
| }, | ||
| "hyperparameters": { | ||
| "tunable": { | ||
| "thres": { | ||
| "type": "float", | ||
| "default": "0.1" | ||
| }, | ||
| "op": { | ||
| "type": "str", | ||
| "default": ">", | ||
| "options": ["<", ">", "<=", ">=", "=="] | ||
| } | ||
| } | ||
| } | ||
| } |
27 changes: 27 additions & 0 deletions
27
orion/primitives/jsons/orion.primitives.timeseries_postprocessing.extract_dimension.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,27 @@ | ||
| { | ||
| "name": "extract_dimension", | ||
| "primitive": "orion.primitives.timeseries_postprocessing.extract_dimension", | ||
| "description": "Dataset checks and slicing dimension", | ||
| "produce": { | ||
| "args": [ | ||
| { | ||
| "name": "X", | ||
| "type": "ndarray" | ||
| } | ||
| ], | ||
| "output": [ | ||
| { | ||
| "name": "X", | ||
| "type": "ndarray" | ||
| } | ||
| ] | ||
| }, | ||
| "hyperparameters": { | ||
| "tunable": { | ||
| "dim": { | ||
| "type": "int", | ||
| "default": null | ||
| } | ||
| } | ||
| } | ||
| } |
27 changes: 27 additions & 0 deletions
27
orion/primitives/jsons/orion.primitives.timeseries_postprocessing.get_intervals.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,27 @@ | ||
| { | ||
| "name": "get_intervals", | ||
| "primitive": "orion.primitives.timeseries_postprocessing.get_intervals", | ||
| "description": "Builds anomaly intervals", | ||
| "produce": { | ||
| "args": [ | ||
| { | ||
| "name": "y", | ||
| "type": "ndarray" | ||
| } | ||
| ], | ||
| "output": [ | ||
| { | ||
| "name": "y", | ||
| "type": "ndarray" | ||
| } | ||
| ] | ||
| }, | ||
| "hyperparameters": { | ||
| "tunable": { | ||
| "severity": { | ||
| "type": "bool", | ||
| "default": true | ||
| } | ||
| } | ||
| } | ||
| } |
37 changes: 37 additions & 0 deletions
37
orion/primitives/jsons/orion.primitives.timeseries_postprocessing.rolling_std_thres.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| { | ||
| "name": "rolling_std_thres", | ||
| "primitive": "orion.primitives.timeseries_postprocessing.rolling_std_thres", | ||
| "description": "Detects anomalies through moving standard deviation thresholding", | ||
| "produce": { | ||
| "args": [ | ||
| { | ||
| "name": "X", | ||
| "type": "ndarray" | ||
| } | ||
|
|
||
| ], | ||
| "output": [ | ||
| { | ||
| "name": "y", | ||
| "type": "ndarray" | ||
| } | ||
| ] | ||
| }, | ||
| "hyperparameters": { | ||
| "tunable": { | ||
| "thres": { | ||
| "type": "float", | ||
| "default": 10 | ||
| }, | ||
| "op": { | ||
| "type": "str", | ||
| "default": ">", | ||
| "options": ["<", ">", "<=", ">=", "=="] | ||
| }, | ||
| "window_size": { | ||
| "type": "int", | ||
| "default": "5" | ||
| } | ||
| } | ||
| } | ||
| } |
33 changes: 33 additions & 0 deletions
33
orion/primitives/jsons/orion.primitives.timeseries_postprocessing.thresholding.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,33 @@ | ||
| { | ||
| "name": "thresholding", | ||
| "primitive": "orion.primitives.timeseries_postprocessing.thresholding", | ||
| "description": "Detects anomalies through simple thresholding", | ||
| "produce": { | ||
| "args": [ | ||
| { | ||
| "name": "X", | ||
| "type": "ndarray" | ||
| } | ||
|
|
||
| ], | ||
| "output": [ | ||
| { | ||
| "name": "y", | ||
| "type": "ndarray" | ||
| } | ||
| ] | ||
| }, | ||
| "hyperparameters": { | ||
| "tunable": { | ||
| "thres": { | ||
| "type": "float", | ||
| "default": 10 | ||
| }, | ||
| "op": { | ||
| "type": "str", | ||
| "default": ">", | ||
| "options": ["<", ">", "<=", ">=", "=="] | ||
| } | ||
| } | ||
| } | ||
| } |
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I noticed
build_anomaly_intervalsis not being used. Is there a reason for adding it to the PR? (similar comment applies to the function, if it is not part of the pipelines, we can remove it)