Created
September 22, 2018 07:56
-
-
Save trxcllnt/27f9557f7536a1240b4b9fbd62d726a7 to your computer and use it in GitHub Desktop.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
```const readFile = (...xs) => require('fs').createReadStream(require('path').resolve(...xs)); | |
const tableMerge = require('child_process').spawn('python', ['-c', pymerge()], { | |
stdio: ['pipe', 'inherit', 'inherit', 'pipe', 'pipe'] | |
}); | |
readFile('./table-1.arrow').pipe(tableMerge.stdio[3]); | |
readFile('./table-2.arrow').pipe(tableMerge.stdio[4]); | |
function pymerge() { | |
return ( | |
` | |
import os | |
import sys | |
import pandas as pd | |
import pyarrow as pa | |
table1 = pa.RecordBatchStreamReader(os.fdopen(3, "rb")).read_all() | |
table2 = pa.RecordBatchStreamReader(os.fdopen(4, "rb")).read_all() | |
df1 = table1.to_pandas(use_threads=True).set_index(keys='nodeIds',drop=False) | |
df2 = table2.to_pandas(use_threads=True).set_index(keys='nodeIds',drop=False) | |
df3 = df2.combine_first(df1).reset_index(drop=True) | |
table3 = pa.Table.from_pandas(df3, table2.schema) | |
table3 = table3.remove_column(table3.schema.get_field_index('__index_level_0__')) | |
pa.RecordBatchStreamWriter(sys.stdout.buffer, table3.schema).write_table(table3) | |
`); | |
}``` |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment