bhavsarpratik

import json
import time
from typing import Dict, List, Any
from galileo.experiments import run_experiment
from dotenv import load_dotenv
from galileo import galileo_context

load_dotenv("../.env")

bhavsarpratik

on:
  pull_request: 
    types: [opened]

jobs:
  comment:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/github-script@v5
        with:

bhavsarpratik

# pip install openai retry

import openai
from retry import retry

model="curie:ft-xxx-2021-01-09-19-21-20

@retry(Exception, tries=3, delay=10)
def get_gpt_reason(prompt, model, prob=False, max_tokens=10):
  

bhavsarpratik

def fbeta_harmonic_mean(metric1: float, metric2: float, beta: float):
    """ Return harmonic mean giving more importance to one metric
    metric1: metric1 value
    metric2: metric2 value
    beta : The strength of metric2 versus metric1 in the F-score.
    """
    beta2 = beta ** 2
    denom = beta2 * metric1 + metric2
    f_score = (1 + beta2) * metric1 * metric2 / denom
    return f_score

bhavsarpratik

from googletrans import Translator
from google.cloud import translate_v2 as translate
from textblob import TextBlob


class CustomTranslator:
    def __init__(self, target='en'):
        self.target = target
        self.set_free_client()
        self.set_google_client()

bhavsarpratik

bhavsarpratik

import re, inspect

# Taken and modified from https://github.com/fastai/fastcore

class Base:

    def _store_attr(self, **attrs):
        for n,v in attrs.items():
            setattr(self, n, v)
            self.__stored_args__[n] = v

bhavsarpratik

# Remove old version
brew uninstall elasticsearch-full
rm -rf /usr/local/var/lib/elasticsearch/
rm -rf /usr/local/var/log/elasticsearch/elasticsearch_account.log
rm -rf /usr/local/var/elasticsearch/plugins/
rm -rf /usr/local/etc/elasticsearch/

brew uninstall kibana-full
rm -rf /usr/local/var/lib/kibana/
rm -rf /usr/local/var/kibana/plugins/

bhavsarpratik

PUT /test_index

{
	"mappings": {
		"properties": {
			"title": {
				"type": "text",
				"analyzer": "synonym_analyzer",
				"search_analyzer": "synonym_analyzer"
			},

bhavsarpratik

# https://www.elastic.co/guide/en/elasticsearch/reference/current/analysis-synonym-tokenfilter.html
# Explicit mappings match any token sequence on the LHS of "=>"
# and replace with all alternatives on the RHS.  These types of mappings
# ignore the expand parameter in the schema.
# Examples:
i-pod, i pod => ipod,
sea biscuit, sea biscit => seabiscuit

# Equivalent synonyms may be separated with commas and give
# no explicit mapping.  In this case the mapping behavior will