CODEWITHSUNDEEP
pythonhadoophdfsh2o
lilyrobin
lilyrobin

Reputation: 73

HDFS IO Failure "path is not a file"

I recently updated my h2o from 3.6.0.8 to 3.10.0.9 on hadoop and am using the python api. Previously (using 3.6) I used the following command to load in a model I had saved: 

model_to_load = h2o.load_model('hdfs://nameservice1/path/to/model/model_directory')

I now use the same command (in 3.10) and get the following error: 

java.io.FileNotFoundException: Path is not a file: /path/to/model/model_directory

I tried downgrading back to 3.6.0.8 and it works just fine, just as it did before. Within the directory I have a file for each tree (this is a random forest model), two model metric files, and two files one named 

__h2o_bin.mbin

and one named 

model_directory.bin

I tried using each of those in the load_model path but no luck.

Has anyone experienced this and do you know the right path I should use to load my model?

Upvotes: 1

Views: 458

Answers (1)

Erin LeDell
Erin LeDell

Reputation: 8819

H2O binary models are not necessarily compatible between major versions of H2O. If you want to load a model using H2O 3.10.*, that model will have to have been trained using 3.10 rather than 3.6.

Upvotes: 1

Related Questions