Commit 90821ed2 authored by Muxin Liang's avatar Muxin Liang ⛹🏿 Committed by Mitar

ISI

parent c5a02351
......@@ -23,7 +23,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"pure_primitive": false,
......@@ -204,5 +204,5 @@
}
},
"structural_type": "dsbox.datapreprocessing.cleaner.datamart_augment.DatamartAugmentation",
"digest": "a81449a1eef6c0d837a6260cbfae796cd0dc0e8e65bf2666a5b30a90e400f3bc"
"digest": "b261770e632965b2b3a06d833b056717c377d50aa73c525c18c995e54c328ff3"
}
......@@ -22,7 +22,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"pure_primitive": false,
......@@ -203,5 +203,5 @@
}
},
"structural_type": "dsbox.datapreprocessing.cleaner.datamart_download.DatamartDownload",
"digest": "b95b642d5a94ff09a1b2b830f935e38e6dd1b4b1db940cfaf2e05968382a85b0"
"digest": "1b1281737902548c18e645365efc36dc182f02b15331efdaf7d6695ddcb72051"
}
......@@ -23,7 +23,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"schema": "https://metadata.datadrivendiscovery.org/schemas/v0/primitive.json",
......@@ -215,5 +215,5 @@
}
},
"structural_type": "dsbox.datapreprocessing.cleaner.wikifier.Wikifier",
"digest": "0fe81ce95d9eafb794404c552127c88a7a582d86bef2268b1ebb94956441c311"
"digest": "ea4a704a34cbe1155909ebebc9a8d4d25c568374bdbe1fddd5fcefe9a25b8428"
}
{
"problem":"196_autoMpg_problem",
"full_inputs":[
"196_autoMpg_dataset"
],
"train_inputs":[
"196_autoMpg_dataset_TRAIN"
],
"test_inputs":[
"196_autoMpg_dataset_TEST"
],
"score_inputs":[
"196_autoMpg_dataset_SCORE"
]
}
\ No newline at end of file
{
"problem":"38_sick_problem",
"full_inputs":[
"38_sick_dataset"
],
"train_inputs":[
"38_sick_dataset_TRAIN"
],
"test_inputs":[
"38_sick_dataset_TEST"
],
"score_inputs":[
"38_sick_dataset_SCORE"
]
}
\ No newline at end of file
......@@ -25,7 +25,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"location_uris": [],
......@@ -298,5 +298,5 @@
}
},
"structural_type": "dsbox.datapreprocessing.cleaner.cleaning_featurizer.CleaningFeaturizer",
"digest": "c45eac29f78ce9fd1bf7cf227a13de6c2a07d18af50b7db2ac19d257d9685d83"
"digest": "2524e6ded9f5d5a74d42ec1d920c60fbbd098cb2884bf2f908db3a35979392bf"
}
......@@ -21,7 +21,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"location_uris": [],
......@@ -176,5 +176,5 @@
}
},
"structural_type": "dsbox.datapreprocessing.cleaner.column_fold.FoldColumns",
"digest": "6e949aa99896bfe87490ac3005535e609ee66b44792e8b41359487c1b7fcc69d"
"digest": "c283410ab5da518f2cff644f32cd4f6c6779891116021569cde4e3a351ea3379"
}
......@@ -22,7 +22,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"precondition": [
......@@ -248,5 +248,5 @@
}
},
"structural_type": "dsbox.datapreprocessing.cleaner.labler.Labler",
"digest": "7089105a6916a7656994c3c2fe9fcf5b1cfb268eac0007ea2bbaa414c1bf1a78"
"digest": "38b3c80a7d620a5ea752d2894a5625efd719f0319b04aafe5ae28f98a8a313c3"
}
......@@ -22,7 +22,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"precondition": [],
......@@ -247,5 +247,5 @@
}
},
"structural_type": "dsbox.datapreprocessing.featurizer.image.dataframe_to_tensor.DataFrameToTensor",
"digest": "3657b61f59f31bd96b8f09a285aec90e7c31d78f8b742c29f738f7b6c1af8da0"
"digest": "72fb0c1d877be69e6e3fe067a0eef0bfcdc8c6c68fb9fac533a6274c771e028c"
}
{
"problem":"38_sick_problem",
"full_inputs":[
"38_sick_dataset"
],
"train_inputs":[
"38_sick_dataset_TRAIN"
],
"test_inputs":[
"38_sick_dataset_TEST"
],
"score_inputs":[
"38_sick_dataset_SCORE"
]
}
\ No newline at end of file
{
"problem":"196_autoMpg_problem",
"full_inputs":[
"196_autoMpg_dataset"
],
"train_inputs":[
"196_autoMpg_dataset_TRAIN"
],
"test_inputs":[
"196_autoMpg_dataset_TEST"
],
"score_inputs":[
"196_autoMpg_dataset_SCORE"
]
}
\ No newline at end of file
{
"problem":"38_sick_problem",
"full_inputs":[
"38_sick_dataset"
],
"train_inputs":[
"38_sick_dataset_TRAIN"
],
"test_inputs":[
"38_sick_dataset_TEST"
],
"score_inputs":[
"38_sick_dataset_SCORE"
]
}
\ No newline at end of file
......@@ -21,7 +21,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"precondition": [],
......@@ -171,5 +171,5 @@
}
},
"structural_type": "dsbox.datapreprocessing.featurizer.pass.do_nothing.DoNothing",
"digest": "36ae2c3f21d46065ab3c59d5c212ea4f04a4c5477478faf5202bbfe65f9efc73"
"digest": "1e7db5e176d8f1fbc6ef663dc408888b97d0ba51b678d226ef82ccb9246d48c6"
}
{
"problem":"196_autoMpg_problem",
"full_inputs":[
"196_autoMpg_dataset"
],
"train_inputs":[
"196_autoMpg_dataset_TRAIN"
],
"test_inputs":[
"196_autoMpg_dataset_TEST"
],
"score_inputs":[
"196_autoMpg_dataset_SCORE"
]
}
\ No newline at end of file
{
"problem":"38_sick_problem",
"full_inputs":[
"38_sick_dataset"
],
"train_inputs":[
"38_sick_dataset_TRAIN"
],
"test_inputs":[
"38_sick_dataset_TEST"
],
"score_inputs":[
"38_sick_dataset_SCORE"
]
}
\ No newline at end of file
......@@ -21,7 +21,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"precondition": [],
......@@ -171,5 +171,5 @@
}
},
"structural_type": "dsbox.datapreprocessing.featurizer.pass.do_nothing_dataset.DoNothingForDataset",
"digest": "27790b8671043adb2fe6c208ab6f11f32854f36b2e92093930d57683682d41a8"
"digest": "b812133ac1737bbcb60cffbc24d03834a12f38b558e6233b5c0d352e51f0ae54"
}
{
"problem":"38_sick_problem",
"full_inputs":[
"38_sick_dataset"
],
"train_inputs":[
"38_sick_dataset_TRAIN"
],
"test_inputs":[
"38_sick_dataset_TEST"
],
"score_inputs":[
"38_sick_dataset_SCORE"
]
}
\ No newline at end of file
{
"problem":"196_autoMpg_problem",
"full_inputs":[
"196_autoMpg_dataset"
],
"train_inputs":[
"196_autoMpg_dataset_TRAIN"
],
"test_inputs":[
"196_autoMpg_dataset_TEST"
],
"score_inputs":[
"196_autoMpg_dataset_SCORE"
]
}
\ No newline at end of file
......@@ -22,7 +22,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"schema": "https://metadata.datadrivendiscovery.org/schemas/v0/primitive.json",
......@@ -258,5 +258,5 @@
}
},
"structural_type": "dsbox.datapreprocessing.cleaner.encoder.Encoder",
"digest": "da84ca430132cd6b15c1c42d93d1f1c7ddcf85327d3b6f8b2c2fdc5c7e92fb29"
"digest": "c4a4be66bb5fe3aec2d3526dbce5675f9c37fec9f9839a6bb60e41411b6a16c2"
}
......@@ -22,7 +22,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"schema": "https://metadata.datadrivendiscovery.org/schemas/v0/primitive.json",
......@@ -188,5 +188,5 @@
}
},
"structural_type": "dsbox.datapostprocessing.ensemble_voting.EnsembleVoting",
"digest": "9cdbe615897ce80ea248abf66b22a440e58c8b3ef4b997c580bf0b0a81ece480"
"digest": "325b41979e137d7cd8b1e0848e376f966f962437a436338faf9da3051c5f2a29"
}
......@@ -23,7 +23,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"location_uris": [],
......@@ -263,5 +263,5 @@
}
},
"structural_type": "dsbox.datapreprocessing.cleaner.greedy.GreedyImputation",
"digest": "6f899fe47adaf2d8bbce376e21363ed5f7ca0cae6329ed5647022ca2aa3c2a18"
"digest": "cfd06b18d086d2876489dfbb5eb445c8384a2ae2b68809915bc1e6f9e8b845f9"
}
......@@ -22,7 +22,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"schema": "https://metadata.datadrivendiscovery.org/schemas/v0/primitive.json",
......@@ -220,5 +220,5 @@
}
},
"structural_type": "dsbox.datapostprocessing.horizontal_concat.HorizontalConcat",
"digest": "8ce74fac245199dff509d58f6a26e315cdf4d7ec799e2de1fd9d7c4b060031e4"
"digest": "b1c21f90adf0597000bfaf14db7c0a0c5cdf80b2adf98bdaf615c60c9d876796"
}
......@@ -22,7 +22,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"location_uris": [],
......@@ -260,5 +260,5 @@
}
},
"structural_type": "dsbox.datapreprocessing.cleaner.iterative_regression.IterativeRegressionImputation",
"digest": "51ff3de4e362fd327bb89663baa5c1514e3b2297c103f984cbf6bfd636370ddb"
"digest": "ea9efe5e9c0e77a9ef0792ad01bfc9e4c4f902d83d8d7f6a8611f7d668ac285f"
}
{
"problem":"38_sick_problem",
"full_inputs":[
"38_sick_dataset"
],
"train_inputs":[
"38_sick_dataset_TRAIN"
],
"test_inputs":[
"38_sick_dataset_TEST"
],
"score_inputs":[
"38_sick_dataset_SCORE"
]
}
\ No newline at end of file
{
"problem":"196_autoMpg_problem",
"full_inputs":[
"196_autoMpg_dataset"
],
"train_inputs":[
"196_autoMpg_dataset_TRAIN"
],
"test_inputs":[
"196_autoMpg_dataset_TEST"
],
"score_inputs":[
"196_autoMpg_dataset_SCORE"
]
}
\ No newline at end of file
......@@ -23,7 +23,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"location_uris": [],
......@@ -259,5 +259,5 @@
}
},
"structural_type": "dsbox.datapreprocessing.cleaner.mean.MeanImputation",
"digest": "1f56f9a0c6063082969d33cdc124e631b262711dacc84977fa8d02b6404139e0"
"digest": "3ba62e287acca259a5c36f6b4149496938dd4d99e7914f9c0ea6038242d5a767"
}
......@@ -22,7 +22,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@49d0a28f864711a5e53f28fbb8c4fcc84d545796#egg=dsbox-primitives"
"package_uri": "git+https://github.com/usc-isi-i2/dsbox-primitives@cae151551eb33219338b725cd5543bca4e5dbceb#egg=dsbox-primitives"
}
],
"schema": "https://metadata.datadrivendiscovery.org/schemas/v0/primitive.json",
......@@ -239,5 +239,5 @@
}
},
"structural_type": "dsbox.datapreprocessing.cleaner.splitter.Splitter",
"digest": "ba897f2ded615db531efe9a803db7bf81a4c49e17fee47ed28bfde6e93d5d7f5"
"digest": "dea95c25f5a7d95fffecc09c0c64012414703380c549b2dea94bb423c0f829d9"
}
{
"id":"75ee0045-876e-4070-b2db-187ce91889c7",
"schema":"https://metadata.datadrivendiscovery.org/schemas/v0/pipeline.json",
"created":"2019-05-16T20:50:19.369510Z",
"inputs":[
{
"name":"input dataset"
}
],
"outputs":[
{
"data":"steps.6.produce",
"name":"predictions of input dataset"
}
],
"steps":[
{
"type":"PRIMITIVE",
"primitive":{
"id":"f31f8c1f-d1c5-43e5-a4b2-2ae4a761ef2e",
"version":"0.2.0",
"python_path":"d3m.primitives.data_transformation.denormalize.Common",
"name":"Denormalize datasets",
"digest":"be65aa8b920356392be6ecf2a3244c06d87d8611a2379e0bbba6ad92b4b5ffb9"
},
"arguments":{
"inputs":{
"type":"CONTAINER",
"data":"inputs.0"
}
},
"outputs":[
{
"id":"produce"
}
]
},
{
"type":"PRIMITIVE",
"primitive":{
"id":"4b42ce1e-9b98-4a25-b68e-fad13311eb65",
"version":"0.3.0",
"python_path":"d3m.primitives.data_transformation.dataset_to_dataframe.Common",
"name":"Extract a DataFrame from a Dataset",
"digest":"b8251591d8f5f03e1c4d3ec740016c386ad6c20216cfd7d7dd9b8b2e3ab0595f"
},
"arguments":{
"inputs":{
"type":"CONTAINER",
"data":"steps.0.produce"
}
},
"outputs":[
{
"id":"produce"
}
]
},
{
"type":"PRIMITIVE",
"primitive":{
"id":"4503a4c6-42f7-45a1-a1d4-ed69699cf5e1",
"version":"0.2.0",
"python_path":"d3m.primitives.data_transformation.extract_columns_by_semantic_types.DataFrameCommon",
"name":"Extracts columns by semantic type",
"digest":"a0d61e03605d9e487c29de5d88a1c7f32d9aef8e23a413b794dad2f4da8ee836"
},
"arguments":{
"inputs":{
"type":"CONTAINER",
"data":"steps.1.produce"
}
},
"outputs":[
{
"id":"produce"
}
],
"hyperparams":{
"semantic_types":{
"type":"VALUE",
"data":[
"https://metadata.datadrivendiscovery.org/types/Target",
"https://metadata.datadrivendiscovery.org/types/SuggestedTarget"
]
}
}
},
{
"type":"PRIMITIVE",
"primitive":{
"id":"7ddf2fd8-2f7f-4e53-96a7-0d9f5aeecf93",
"version":"1.5.0",
"python_path":"d3m.primitives.data_transformation.to_numeric.DSBOX",
"name":"ISI DSBox To Numeric DataFrame",
"digest":"c8a6dff4d8982c2b2ec772ff00fdeb66b353ce5fea992dabc4b3e3cf1dd07451"
},
"arguments":{
"inputs":{
"type":"CONTAINER",
"data":"steps.2.produce"
}
},
"outputs":[
{
"id":"produce"
}
],
"hyperparams":{
"drop_non_numeric_columns":{
"type":"VALUE",
"data":false
}
}
},
{
"type":"PRIMITIVE",
"primitive":{
"id":"dsbox-featurizer-timeseries-to-dataframe",
"version":"1.5.0",
"python_path":"d3m.primitives.data_preprocessing.time_series_to_list.DSBOX",
"name":"DSBox Timeseries Featurizer dataframe to List Transformer",
"digest":"72c000debc9b3f079e45387b910595ac1083f5d93bb87124c7ed822e92f29af0"
},
"arguments":{
"inputs":{
"type":"CONTAINER",
"data":"steps.1.produce"
}
},
"outputs":[
{
"id":"produce"
}
]
},
{
"type":"PRIMITIVE",
"primitive":{
"id":"dsbox.timeseries_featurization.random_projection",
"version":"1.5.0",
"python_path":"d3m.primitives.feature_extraction.random_projection_timeseries_featurization.DSBOX",
"name":"DSBox random projection timeseries featurization ",
"digest":"39acea31a2f3dca79d0e6ef974595d33b3322c458c1aceff393f87d0d94cb349"
},
"arguments":{
"inputs":{
"type":"CONTAINER",
"data":"steps.4.produce"
}
},
"outputs":[
{
"id":"produce"
}
],
"hyperparams":{
"generate_metadata":{
"type":"VALUE",
"data":true