Mercurial > repos > ufz > dfpl_train
annotate json_predict.py @ 0:e0bb949eac45 draft default tip
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
author | ufz |
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date | Thu, 19 Dec 2024 12:51:21 +0000 |
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e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
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1 import json |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
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2 from sys import stdin |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
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3 |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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4 d = json.load(stdin) |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
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5 |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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6 # The directory where the full model of the fnn is loaded from. |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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7 d["fnnModelDir"] = "" # 'dfpl predict' looks for "model_weights.h5" in this directory |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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8 del d["fnn_weights"] |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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9 |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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10 d["compressFeatures"] = bool(d["compressFeatures"] == "true") |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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11 |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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12 # The encoder file where it is loaded from, to compress the fingerprints. |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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13 d["ecModelDir"] = "" |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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14 d["ecWeightsFile"] = "encoder_weights.h5" |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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15 |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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16 # Output csv file name which will contain one prediction per input line. |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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17 # Default: prefix of input file name. |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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18 d["outputFile"] = "predictions.csv" |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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19 |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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20 d["py/object"] = "dfpl.options.Options" |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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21 |
e0bb949eac45
planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/tree/main/tools/dfpl commit 66c6acfeff5441c36fba97787ddc5ee3d6a4a6ec
ufz
parents:
diff
changeset
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22 print(json.dumps(d)) |