csiebler

GPT-3 examples (using mostly text-davinci-003)

Information extraction from claim phone conversations

• Engine: text-davinci-003 (also works in text-davinci-002, but might require more instructions to get a correct JSON back)
• Temperature: 0.7

You must extract the following information from the phone conversation below:

aaj013

import geocoder
import csv
import sys
import time
import json
input_csv = sys.argv[1]
out_provider = sys.argv[2]
out = open("output/output_"+out_provider+"_"+input_csv.strip('.csv')+"_"+str(time.strftime("%s", time.gmtime()))+".geojson","w")
output_geojson = {"type": "FeatureCollection","features": []}
with open(input_csv) as input_file:

sjpfenninger

mapbox_access_token = 'PASTE_YOUR_TOKEN_HERE'

import plotly.offline as py
from plotly.graph_objs import *
import plotly.graph_objs as go

import pypsa

py.init_notebook_mode(connected=True)
%matplotlib inline

wassname

import numpy as np
from matplotlib import pyplot as plt

class LivePlotNotebook(object):
    """
    Live plot using %matplotlib notebook in jupyter notebook
    
    Usage:
    ```
    import time

smartnose

Spark internals through code

Nothing gives you more detail about spark internals than actually reading it source code. In addition, you get to learn many design techniques and improve your scala coding skills. These are the random notes I make while reading the spark code. The best way to comprehend the notes is to load spark code into an IDE, e.g. IntelliJ, and navigate the code on the side.

Genesis - creation of a spark cluster

The scripts for creating a spark cluster are: start-master.sh and start-slave.sh. Read them carefully, and you can see that both scripts are very similar except the values for $CLASS variable. For start-master.sh, the value is CLASS="org.apache.spark.deploy.master.Master", while the value for start-slave.sh is shown below with more context.

# NOTE: This exact class name is matched downstream by SparkSubmit.

NickStemerdink

import {Sql} from "../providers/Sql";

export class ExamplePage {
    constructor(private sql: Sql) {
        //sql.query(...);
        
        //...
    }
}

tsiege

ANNOUNCEMENT

I have moved this over to the Tech Interview Cheat Sheet Repo and has been expanded and even has code challenges you can run and practice against!






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