The “h2o.uploadFile” Function in R
Package: h2o
Purpose: To upload a file into the H2O cluster’s key-value store.
General Class: Data Upload
Required Argument(s):
path: Character. The path to the file to be uploaded.
Notable Optional Arguments:
destination_frame: Character. The name of the key to upload the data into. If not specified, H2O will generate a key.
header: Integer. Row number to use as column names. The default is -1, which means autodetect.
sep: Character. The field separator character. The default is “ ”.
col.types: List. A named list of types for columns. The default is NULL.
na.strings: Character vector. A character vector of strings to interpret as missing values. The default is NULL.
Example (with Explanation):
# Load necessary package
library(h2o)
# Initialize H2O
h2o.init()
# Upload a CSV file into the H2O cluster
h2o.uploadFile(path = "data.csv")
# View the keys in the H2O cluster
h2o.ls()In this example, the h2o.uploadFile function from the h2o package is used to upload a CSV file named “data.csv” into the H2O cluster’s key-value store. By default, H2O will generate a key for the uploaded data. After uploading the file, the h2o.ls function is used to view the keys currently stored in the H2O cluster.