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WIP - making the v8 feature encoder test suite work with new v8 FeatureEncoder and StringTable# Please enter the commit message for your changes. Lines starting
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109 files changed

+1174
-1447
lines changed

‎improveai-android/libs/arm64-v8a/libxxhash.so

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‎improveai-android/libs/armeabi-v7a/libxxhash.so

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‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/big_float.json

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‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/big_int_negative.json

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‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/big_int_positive.json

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{
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‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/big_negative_float.json

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"test_output": ["-inf"],
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‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/big_negative_float_noise_0.json

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"test_case": {
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"test_output": [-1.7976931348623157e+308],
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"model_seed": 1,
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"string_tables": {},
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"noise": 0.0
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‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/big_positive_float.json

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{
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"item": 1.7976931348623157e+308
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"test_output": ["inf"],
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"model_seed": 1,
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"feature_names": ["item"],
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‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/big_positive_float_noise_0.json

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{
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"test_case": {
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"test_output": [1.79769313e+308],
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"model_seed": 1,
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"feature_names": ["item"],
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"string_tables": {},
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"noise": 0.0
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}

‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/bool_false.json

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{
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"test_case": {
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"variant": false
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},
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"test_output": {
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"5e9f9c59": 6.812029e-06
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"item": false
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"test_output": [1.60150026e-43],
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"feature_names": ["item"],
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‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/bool_true.json

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{
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"test_case": {
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"variant": true
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},
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"test_output": {
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"5e9f9c59": 1.0000136
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"item": true
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‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/collisions_none_items_valid_context.json

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{
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"test_case": {
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"items": [null, null, null, null, null, null],
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"contexts": ["a", "b", "c", "fxlal", "uvddh", "zbwmy"]
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},
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"test_output": [
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[-1.0, null], [-0.6666666666666667, null], [-0.33333333333333337, null],
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[-1.0, null], [-0.6666666666666667, null], [-0.33333333333333337, null]],
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"model_seed": 29306437,
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"feature_names": ["context", "item"],
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"string_tables": {"context": [14, 3, 5, 4, 11, 7, 8]},
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"noise": 0.0
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}

‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/collisions_valid_items_and_context.json

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{
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"test_case": {
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"items": ["a", "b", "c", "xoyrf", "ymbgh", "lsxca"],
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"contexts": ["a", "b", "c", "fxlal", "uvddh", "zbwmy"]
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},
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"test_output": [
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[-1.0, 1.0], [-0.6666666666666667, 0.6666666666666667], [-0.33333333333333337, 0.0],
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[-1.0, 1.0], [-0.6666666666666667, 0.6666666666666667], [-0.33333333333333337, 0.0]],
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"model_seed": 29306437,
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"feature_names": ["context", "item"],
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"string_tables": {"context": [14, 3, 5, 4, 11, 7, 8], "item": [8, 7, 3, 11, 5, 14, 4]},
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"noise": 0.0
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}

‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/collisions_valid_items_no_context.json

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{
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"test_case": {
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"items": ["a", "b", "c", "dzsys", "pasdy", "atoat"]
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},
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"test_output": [[1.0], [0.6666666666666667], [0.0], [1.0], [0.6666666666666667], [0.0]],
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"model_seed": 4255466980,
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"feature_names": ["item"],
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"string_tables": {"item": [124, 9, 73, 40, 54, 110, 67]},
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"noise": 0.0
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}

‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/dict_foo_bar.json

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{
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"test_case": {
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"variant": {
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"$value": {
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"item": {
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"\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000": "foo",
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"\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0001": "bar"
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}
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}
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},
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"test_output": {
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"8946516b": 11509.078,
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"055ae894": 26103.178,
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"4bfbc00e": -19661.135,
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"463cc537": -13292.091
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"noise": 0.8928601514360016,
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"variant_seed": 2675988294294598568,
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"value_seed": 6818340268807889528,
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"givens_seed": 12461487462738526788
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"test_output": [1.0, 1.0],
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"model_seed": 2,
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"feature_names": ["item.\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000", "item.\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0001"],
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"string_tables": {"item.\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000": [1], "item.\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0001": [1]},
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"noise": 0.0
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}

‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/dict_foo_bar_1.json

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{
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"test_case": {
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"item": {
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"0": "foo",
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"1": "bar"
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}
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},
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"test_output": [1.0, 1.0],
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"model_seed": 2,
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"feature_names": ["item.0", "item.1"],
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"string_tables": {"item.0": [1], "item.1": [1]},
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"noise": 0.0
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}

‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/empty_dict.json

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{
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"test_case": {
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"givens": {},
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"variant": {}
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"context": {},
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"item": {}
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},
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"test_output": {},
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"test_output": [null],
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"model_seed": 1,
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"noise": 0.8928601514360016,
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"variant_seed": 2675988294294598568,
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"value_seed": 6818340268807889528,
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"givens_seed": 12461487462738526788
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"feature_names": ["item"],
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"string_tables": {},
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"noise": 0.8928601514360016
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}

‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/empty_list.json

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{
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"test_case": {
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"variant": []
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"item": []
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},
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"test_output": {},
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"test_output": [null],
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"model_seed": 1,
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"value_seed": 6818340268807889528,
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"feature_names": ["item"],
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"string_tables": {},
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}

‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/encode_feature_vector.json

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{
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"test_case": {
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"item": {
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"text": "lovely corgi",
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"chars": 12,
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"words": 2
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},
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"givens": {
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"context": {
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"given_0": 0.0,
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"given_1": [
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"0": 0.0,
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"1": "dummy_str"
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}
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},
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"extra_features": {
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"timestamp": 1625178668.87
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},
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"feature_names": [
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"1c1de8c1",
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"02588087",
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"291ec7b3",
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"51fa8142",
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"5cd66872",
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"a01c7050",
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"c3abcfc3",
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"dummy000",
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"timestamp"
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]
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}
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},
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"test_output": [
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29437.201,
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NaN,
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NaN,
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NaN,
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2.0000205,
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],
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"test_output": [1.5974802e-43, 1.5974802e-43, 1.0000068e+00, 2.0000136e+00, 1.5974802e-43, 1.0000068e+00, 1.0000068e+00, 1.2000082e+01, 2.0000136e+00],
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"model_seed": 1,
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"variant_seed": 2675988294294598568,
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"value_seed": 6818340268807889528,
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"givens_seed": 12461487462738526788
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"feature_names": ["context.given_0", "context.given_1.0", "context.given_1.1", "context.given_1.2", "context.given_2.0", "context.given_2.1", "item.text", "item.chars", "item.words"],
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"string_tables": {"item.text": [1], "context.given_2.1": [1]},
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"noise": 0.8928601514360016
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}

‎improveai-android/src/androidTest/assets/feature_encoder_test_suite/encode_feature_vector_variant_nan.json

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{
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"test_output": [null, null, null, null, null],
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"model_seed": 1,
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"feature_names": ["item.a", "item.b", "item.c", "item.d", "item.e"],
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"string_tables": {},
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"noise": 0.8928601514360016
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}

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