Spaces:
Sleeping
Sleeping
Add FastAPI application with pytrends endpoints
Browse files
app.py
ADDED
|
@@ -0,0 +1,143 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from fastapi import FastAPI, Query
|
| 2 |
+
from pytrends.request import TrendReq
|
| 3 |
+
from fastapi.responses import JSONResponse
|
| 4 |
+
from typing import List, Optional
|
| 5 |
+
import pandas as pd
|
| 6 |
+
import json
|
| 7 |
+
|
| 8 |
+
app = FastAPI(
|
| 9 |
+
title="PyTrends API",
|
| 10 |
+
description="HTTP API for Google Trends data",
|
| 11 |
+
version="1.0.0"
|
| 12 |
+
)
|
| 13 |
+
|
| 14 |
+
# Initialize pytrends
|
| 15 |
+
pytrends = TrendReq(hl="en-US", tz=360)
|
| 16 |
+
|
| 17 |
+
@app.get("/")
|
| 18 |
+
def root():
|
| 19 |
+
return {
|
| 20 |
+
"message": "PyTrends API",
|
| 21 |
+
"endpoints": {
|
| 22 |
+
"/interest_over_time": "Get interest over time for keywords",
|
| 23 |
+
"/interest_by_region": "Get interest by region for keywords",
|
| 24 |
+
"/trending_searches": "Get trending searches for a country",
|
| 25 |
+
"/related_queries": "Get related queries for keywords"
|
| 26 |
+
}
|
| 27 |
+
}
|
| 28 |
+
|
| 29 |
+
@app.get("/interest_over_time")
|
| 30 |
+
def get_interest_over_time(
|
| 31 |
+
kw: List[str] = Query(..., description="Keywords to search"),
|
| 32 |
+
timeframe: str = Query("today 5-y", description="Timeframe for search"),
|
| 33 |
+
geo: str = Query("", description="Geographic location"),
|
| 34 |
+
gprop: str = Query("", description="Google property (images, news, youtube, etc.)"),
|
| 35 |
+
cat: int = Query(0, description="Category")
|
| 36 |
+
):
|
| 37 |
+
try:
|
| 38 |
+
pytrends.build_payload(
|
| 39 |
+
kw_list=kw,
|
| 40 |
+
timeframe=timeframe,
|
| 41 |
+
geo=geo,
|
| 42 |
+
gprop=gprop,
|
| 43 |
+
cat=cat
|
| 44 |
+
)
|
| 45 |
+
df = pytrends.interest_over_time()
|
| 46 |
+
df = df.drop('isPartial', axis=1)
|
| 47 |
+
data = df.reset_index().to_dict('records')
|
| 48 |
+
# Convert datetime to string for JSON serialization
|
| 49 |
+
for record in data:
|
| 50 |
+
if 'date' in record:
|
| 51 |
+
record['date'] = str(record['date'])
|
| 52 |
+
return {
|
| 53 |
+
"data": data,
|
| 54 |
+
"keywords": kw,
|
| 55 |
+
"timeframe": timeframe,
|
| 56 |
+
"geo": geo
|
| 57 |
+
}
|
| 58 |
+
except Exception as e:
|
| 59 |
+
return JSONResponse(
|
| 60 |
+
status_code=400,
|
| 61 |
+
content={"error": str(e)}
|
| 62 |
+
)
|
| 63 |
+
|
| 64 |
+
@app.get("/interest_by_region")
|
| 65 |
+
def get_interest_by_region(
|
| 66 |
+
kw: List[str] = Query(..., description="Keywords to search"),
|
| 67 |
+
timeframe: str = Query("today 5-y", description="Timeframe for search"),
|
| 68 |
+
geo: str = Query("", description="Geographic location"),
|
| 69 |
+
gprop: str = Query("", description="Google property"),
|
| 70 |
+
resolution: str = Query("country", description="Resolution (country, region, metro, city)")
|
| 71 |
+
):
|
| 72 |
+
try:
|
| 73 |
+
pytrends.build_payload(
|
| 74 |
+
kw_list=kw,
|
| 75 |
+
timeframe=timeframe,
|
| 76 |
+
geo=geo,
|
| 77 |
+
gprop=gprop
|
| 78 |
+
)
|
| 79 |
+
df = pytrends.interest_by_region(resolution=resolution)
|
| 80 |
+
data = df.reset_index().to_dict('records')
|
| 81 |
+
return {
|
| 82 |
+
"data": data,
|
| 83 |
+
"keywords": kw,
|
| 84 |
+
"resolution": resolution
|
| 85 |
+
}
|
| 86 |
+
except Exception as e:
|
| 87 |
+
return JSONResponse(
|
| 88 |
+
status_code=400,
|
| 89 |
+
content={"error": str(e)}
|
| 90 |
+
)
|
| 91 |
+
|
| 92 |
+
@app.get("/trending_searches")
|
| 93 |
+
def get_trending_searches(
|
| 94 |
+
country: str = Query("united_states", description="Country code (e.g., united_states, india, etc.)")
|
| 95 |
+
):
|
| 96 |
+
try:
|
| 97 |
+
df = pytrends.trending_searches(pn=country)
|
| 98 |
+
data = df.values.tolist()
|
| 99 |
+
return {
|
| 100 |
+
"trending": data,
|
| 101 |
+
"country": country
|
| 102 |
+
}
|
| 103 |
+
except Exception as e:
|
| 104 |
+
return JSONResponse(
|
| 105 |
+
status_code=400,
|
| 106 |
+
content={"error": str(e)}
|
| 107 |
+
)
|
| 108 |
+
|
| 109 |
+
@app.get("/related_queries")
|
| 110 |
+
def get_related_queries(
|
| 111 |
+
kw: List[str] = Query(..., description="Keywords to search"),
|
| 112 |
+
timeframe: str = Query("today 5-y", description="Timeframe for search"),
|
| 113 |
+
geo: str = Query("", description="Geographic location")
|
| 114 |
+
):
|
| 115 |
+
try:
|
| 116 |
+
pytrends.build_payload(
|
| 117 |
+
kw_list=kw,
|
| 118 |
+
timeframe=timeframe,
|
| 119 |
+
geo=geo
|
| 120 |
+
)
|
| 121 |
+
related = pytrends.related_queries()
|
| 122 |
+
result = {}
|
| 123 |
+
for kw_item in kw:
|
| 124 |
+
if kw_item in related:
|
| 125 |
+
top_queries = related[kw_item]['top']
|
| 126 |
+
rising_queries = related[kw_item]['rising']
|
| 127 |
+
result[kw_item] = {
|
| 128 |
+
"top": top_queries.reset_index().to_dict('records') if top_queries is not None else [],
|
| 129 |
+
"rising": rising_queries.reset_index().to_dict('records') if rising_queries is not None else []
|
| 130 |
+
}
|
| 131 |
+
return {
|
| 132 |
+
"related_queries": result,
|
| 133 |
+
"keywords": kw
|
| 134 |
+
}
|
| 135 |
+
except Exception as e:
|
| 136 |
+
return JSONResponse(
|
| 137 |
+
status_code=400,
|
| 138 |
+
content={"error": str(e)}
|
| 139 |
+
)
|
| 140 |
+
|
| 141 |
+
@app.get("/health")
|
| 142 |
+
def health_check():
|
| 143 |
+
return {"status": "healthy"}
|