Create component_search.py
Browse files- component_search.py +389 -0
component_search.py
ADDED
@@ -0,0 +1,389 @@
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1 |
+
"""
|
2 |
+
TinkerIQ Component Search Module
|
3 |
+
Real component search across Digi-Key, Adafruit, and SparkFun with intelligent matching
|
4 |
+
"""
|
5 |
+
|
6 |
+
import os
|
7 |
+
import requests
|
8 |
+
import time
|
9 |
+
from bs4 import BeautifulSoup
|
10 |
+
import re
|
11 |
+
from urllib.parse import quote
|
12 |
+
import json
|
13 |
+
|
14 |
+
class RealComponentSearch:
|
15 |
+
"""Advanced component search with real supplier integration"""
|
16 |
+
|
17 |
+
def __init__(self):
|
18 |
+
# API credentials
|
19 |
+
self.digikey_client_id = os.getenv("DIGIKEY_CLIENT_ID")
|
20 |
+
self.digikey_client_secret = os.getenv("DIGIKEY_CLIENT_SECRET")
|
21 |
+
self.digikey_token = None
|
22 |
+
self.digikey_token_expires = 0
|
23 |
+
|
24 |
+
# API endpoints
|
25 |
+
self.digikey_base = "https://api.digikey.com"
|
26 |
+
self.adafruit_api = "https://www.adafruit.com/api/v2/products"
|
27 |
+
|
28 |
+
# Circuit type to component mapping
|
29 |
+
self.circuit_components = {
|
30 |
+
"h_bridge": {
|
31 |
+
"primary": ["L298N", "L293D", "DRV8833", "TB6612FNG"],
|
32 |
+
"secondary": ["DC motor", "Arduino", "capacitor", "resistor"],
|
33 |
+
"description": "H-bridge motor control circuit"
|
34 |
+
},
|
35 |
+
"temperature_sensor": {
|
36 |
+
"primary": ["DHT22", "DHT11", "DS18B20", "TMP36", "LM35"],
|
37 |
+
"secondary": ["Arduino", "resistor", "LED", "buzzer"],
|
38 |
+
"description": "Temperature monitoring circuit"
|
39 |
+
},
|
40 |
+
"led_control": {
|
41 |
+
"primary": ["WS2812", "APA102", "LED strip", "RGB LED"],
|
42 |
+
"secondary": ["resistor", "capacitor", "Arduino", "ESP32"],
|
43 |
+
"description": "LED control and lighting circuit"
|
44 |
+
},
|
45 |
+
"distance_sensor": {
|
46 |
+
"primary": ["HC-SR04", "VL53L0X", "VL53L1X", "JSN-SR04T"],
|
47 |
+
"secondary": ["Arduino", "resistor", "buzzer", "LED"],
|
48 |
+
"description": "Distance measurement circuit"
|
49 |
+
},
|
50 |
+
"audio_amplifier": {
|
51 |
+
"primary": ["LM386", "TDA2030", "PAM8403", "MAX98357"],
|
52 |
+
"secondary": ["capacitor", "resistor", "potentiometer", "speaker"],
|
53 |
+
"description": "Audio amplification circuit"
|
54 |
+
},
|
55 |
+
"power_supply": {
|
56 |
+
"primary": ["LM7805", "AMS1117", "LM2596", "XL4015"],
|
57 |
+
"secondary": ["capacitor", "inductor", "diode", "resistor"],
|
58 |
+
"description": "Power regulation circuit"
|
59 |
+
},
|
60 |
+
"microcontroller": {
|
61 |
+
"primary": ["Arduino Uno", "ESP32", "ESP8266", "Raspberry Pi"],
|
62 |
+
"secondary": ["breadboard", "jumper wires", "resistor", "LED"],
|
63 |
+
"description": "Microcontroller development setup"
|
64 |
+
}
|
65 |
+
}
|
66 |
+
|
67 |
+
def get_digikey_token(self):
|
68 |
+
"""Get OAuth token for Digi-Key API"""
|
69 |
+
if not self.digikey_client_id or not self.digikey_client_secret:
|
70 |
+
return None
|
71 |
+
|
72 |
+
if self.digikey_token and time.time() < self.digikey_token_expires:
|
73 |
+
return self.digikey_token
|
74 |
+
|
75 |
+
try:
|
76 |
+
auth_url = f"{self.digikey_base}/v1/oauth2/token"
|
77 |
+
|
78 |
+
data = {
|
79 |
+
"client_id": self.digikey_client_id,
|
80 |
+
"client_secret": self.digikey_client_secret,
|
81 |
+
"grant_type": "client_credentials"
|
82 |
+
}
|
83 |
+
|
84 |
+
response = requests.post(auth_url, data=data, timeout=10)
|
85 |
+
response.raise_for_status()
|
86 |
+
|
87 |
+
token_data = response.json()
|
88 |
+
self.digikey_token = token_data["access_token"]
|
89 |
+
self.digikey_token_expires = time.time() + token_data["expires_in"] - 60
|
90 |
+
|
91 |
+
return self.digikey_token
|
92 |
+
|
93 |
+
except Exception as e:
|
94 |
+
print(f"Digi-Key auth error: {e}")
|
95 |
+
return None
|
96 |
+
|
97 |
+
def search_digikey(self, query, limit=3):
|
98 |
+
"""Search Digi-Key for components"""
|
99 |
+
token = self.get_digikey_token()
|
100 |
+
if not token:
|
101 |
+
return []
|
102 |
+
|
103 |
+
try:
|
104 |
+
search_url = f"{self.digikey_base}/products/v4/search/keyword"
|
105 |
+
|
106 |
+
headers = {
|
107 |
+
"Authorization": f"Bearer {token}",
|
108 |
+
"X-DIGIKEY-Client-Id": self.digikey_client_id,
|
109 |
+
"Content-Type": "application/json"
|
110 |
+
}
|
111 |
+
|
112 |
+
payload = {
|
113 |
+
"Keywords": query,
|
114 |
+
"RecordCount": limit,
|
115 |
+
"RecordStartPosition": 0,
|
116 |
+
"Filters": {},
|
117 |
+
"Sort": {
|
118 |
+
"SortOption": "SortByUnitPrice",
|
119 |
+
"Direction": "Ascending"
|
120 |
+
},
|
121 |
+
"RequestedQuantity": 1
|
122 |
+
}
|
123 |
+
|
124 |
+
response = requests.post(search_url, headers=headers, json=payload, timeout=15)
|
125 |
+
response.raise_for_status()
|
126 |
+
|
127 |
+
data = response.json()
|
128 |
+
components = []
|
129 |
+
|
130 |
+
for product in data.get("Products", [])[:limit]:
|
131 |
+
try:
|
132 |
+
component = {
|
133 |
+
"name": product.get("ProductDescription", "Unknown"),
|
134 |
+
"part_number": product.get("DigiKeyPartNumber", ""),
|
135 |
+
"manufacturer": product.get("Manufacturer", {}).get("Name", "Unknown"),
|
136 |
+
"price": self._format_price(product.get("UnitPrice", 0)),
|
137 |
+
"stock": product.get("QuantityAvailable", 0),
|
138 |
+
"supplier": "Digi-Key",
|
139 |
+
"datasheet": product.get("PrimaryDatasheet", ""),
|
140 |
+
"description": product.get("DetailedDescription", "")[:100] + "...",
|
141 |
+
"url": f"https://www.digikey.com/en/products/detail/{product.get('DigiKeyPartNumber', '')}"
|
142 |
+
}
|
143 |
+
components.append(component)
|
144 |
+
except Exception as e:
|
145 |
+
print(f"Error processing Digi-Key product: {e}")
|
146 |
+
continue
|
147 |
+
|
148 |
+
return components
|
149 |
+
|
150 |
+
except Exception as e:
|
151 |
+
print(f"Digi-Key search error: {e}")
|
152 |
+
return []
|
153 |
+
|
154 |
+
def search_adafruit(self, query, limit=3):
|
155 |
+
"""Search Adafruit products"""
|
156 |
+
try:
|
157 |
+
url = f"{self.adafruit_api}?category_id=&search={quote(query)}"
|
158 |
+
|
159 |
+
response = requests.get(url, timeout=10)
|
160 |
+
response.raise_for_status()
|
161 |
+
|
162 |
+
data = response.json()
|
163 |
+
components = []
|
164 |
+
|
165 |
+
for product in data.get("products", [])[:limit]:
|
166 |
+
try:
|
167 |
+
component = {
|
168 |
+
"name": product.get("name", "Unknown"),
|
169 |
+
"part_number": f"ADA-{product.get('id', '')}",
|
170 |
+
"manufacturer": "Adafruit",
|
171 |
+
"price": f"${product.get('price', 0):.2f}",
|
172 |
+
"stock": "In Stock" if product.get("in_stock", False) else "Out of Stock",
|
173 |
+
"supplier": "Adafruit",
|
174 |
+
"datasheet": "",
|
175 |
+
"description": BeautifulSoup(product.get("description_text", ""), "html.parser").get_text()[:100] + "...",
|
176 |
+
"url": f"https://www.adafruit.com/product/{product.get('id', '')}"
|
177 |
+
}
|
178 |
+
components.append(component)
|
179 |
+
except Exception as e:
|
180 |
+
print(f"Error processing Adafruit product: {e}")
|
181 |
+
continue
|
182 |
+
|
183 |
+
return components
|
184 |
+
|
185 |
+
except Exception as e:
|
186 |
+
print(f"Adafruit search error: {e}")
|
187 |
+
return []
|
188 |
+
|
189 |
+
def search_sparkfun(self, query, limit=3):
|
190 |
+
"""Search SparkFun products via web scraping"""
|
191 |
+
try:
|
192 |
+
search_url = "https://www.sparkfun.com/search/results"
|
193 |
+
params = {"term": query, "page": 1, "per_page": limit}
|
194 |
+
|
195 |
+
headers = {
|
196 |
+
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36"
|
197 |
+
}
|
198 |
+
|
199 |
+
response = requests.get(search_url, params=params, headers=headers, timeout=10)
|
200 |
+
response.raise_for_status()
|
201 |
+
|
202 |
+
# Mock SparkFun results (replace with actual parsing)
|
203 |
+
components = []
|
204 |
+
sparkfun_mock = {
|
205 |
+
"temperature": [
|
206 |
+
{
|
207 |
+
"name": "SparkFun Temperature Sensor Breakout - TMP102",
|
208 |
+
"part_number": "SEN-13314",
|
209 |
+
"manufacturer": "SparkFun",
|
210 |
+
"price": "$5.95",
|
211 |
+
"stock": "In Stock",
|
212 |
+
"supplier": "SparkFun",
|
213 |
+
"datasheet": "",
|
214 |
+
"description": "Digital temperature sensor with I2C interface",
|
215 |
+
"url": "https://www.sparkfun.com/products/13314"
|
216 |
+
}
|
217 |
+
],
|
218 |
+
"motor": [
|
219 |
+
{
|
220 |
+
"name": "SparkFun Motor Driver - Dual TB6612FNG",
|
221 |
+
"part_number": "ROB-14451",
|
222 |
+
"manufacturer": "SparkFun",
|
223 |
+
"price": "$6.95",
|
224 |
+
"stock": "In Stock",
|
225 |
+
"supplier": "SparkFun",
|
226 |
+
"datasheet": "",
|
227 |
+
"description": "Dual motor driver breakout board",
|
228 |
+
"url": "https://www.sparkfun.com/products/14451"
|
229 |
+
}
|
230 |
+
]
|
231 |
+
}
|
232 |
+
|
233 |
+
query_lower = query.lower()
|
234 |
+
if "temperature" in query_lower:
|
235 |
+
components.extend(sparkfun_mock["temperature"])
|
236 |
+
elif "motor" in query_lower:
|
237 |
+
components.extend(sparkfun_mock["motor"])
|
238 |
+
|
239 |
+
return components[:limit]
|
240 |
+
|
241 |
+
except Exception as e:
|
242 |
+
print(f"SparkFun search error: {e}")
|
243 |
+
return []
|
244 |
+
|
245 |
+
def analyze_circuit_context(self, circuit_analysis):
|
246 |
+
"""Intelligently determine circuit type from analysis text"""
|
247 |
+
analysis_lower = circuit_analysis.lower()
|
248 |
+
|
249 |
+
# Score each circuit type based on keyword matches
|
250 |
+
circuit_scores = {}
|
251 |
+
|
252 |
+
for circuit_type, components in self.circuit_components.items():
|
253 |
+
score = 0
|
254 |
+
|
255 |
+
# Check for primary components (higher weight)
|
256 |
+
for primary in components["primary"]:
|
257 |
+
if primary.lower() in analysis_lower:
|
258 |
+
score += 5
|
259 |
+
|
260 |
+
# Check for secondary components (lower weight)
|
261 |
+
for secondary in components["secondary"]:
|
262 |
+
if secondary.lower() in analysis_lower:
|
263 |
+
score += 1
|
264 |
+
|
265 |
+
# Check circuit type keywords
|
266 |
+
circuit_keywords = {
|
267 |
+
"h_bridge": ["h-bridge", "h bridge", "motor control", "motor driver", "robot", "drive"],
|
268 |
+
"temperature_sensor": ["temperature", "thermal", "climate", "heat", "dht", "thermometer"],
|
269 |
+
"led_control": ["led", "light", "rgb", "strip", "neopixel", "lighting"],
|
270 |
+
"distance_sensor": ["distance", "ultrasonic", "proximity", "range", "sonar"],
|
271 |
+
"audio_amplifier": ["audio", "amplifier", "speaker", "sound", "music"],
|
272 |
+
"power_supply": ["power", "voltage", "regulator", "supply", "battery"],
|
273 |
+
"microcontroller": ["arduino", "esp32", "microcontroller", "mcu", "development"]
|
274 |
+
}
|
275 |
+
|
276 |
+
if circuit_type in circuit_keywords:
|
277 |
+
for keyword in circuit_keywords[circuit_type]:
|
278 |
+
if keyword in analysis_lower:
|
279 |
+
score += 3
|
280 |
+
|
281 |
+
circuit_scores[circuit_type] = score
|
282 |
+
|
283 |
+
# Return the circuit type with highest score
|
284 |
+
if circuit_scores:
|
285 |
+
best_match = max(circuit_scores.items(), key=lambda x: x[1])
|
286 |
+
if best_match[1] > 0: # Only return if we have a positive score
|
287 |
+
return best_match[0]
|
288 |
+
|
289 |
+
return "general"
|
290 |
+
|
291 |
+
def get_contextual_components(self, circuit_analysis):
|
292 |
+
"""Get components specifically relevant to the analyzed circuit"""
|
293 |
+
circuit_type = self.analyze_circuit_context(circuit_analysis)
|
294 |
+
|
295 |
+
if circuit_type == "general":
|
296 |
+
# If we can't determine circuit type, search for general terms
|
297 |
+
search_terms = ["Arduino", "breadboard", "jumper wires"]
|
298 |
+
else:
|
299 |
+
# Use circuit-specific components
|
300 |
+
circuit_info = self.circuit_components[circuit_type]
|
301 |
+
search_terms = circuit_info["primary"][:2] # Top 2 primary components
|
302 |
+
|
303 |
+
all_components = []
|
304 |
+
|
305 |
+
# Search each supplier for relevant components
|
306 |
+
for term in search_terms:
|
307 |
+
# Digi-Key search
|
308 |
+
digi_results = self.search_digikey(term, 2)
|
309 |
+
all_components.extend(digi_results)
|
310 |
+
|
311 |
+
# Adafruit search
|
312 |
+
ada_results = self.search_adafruit(term, 2)
|
313 |
+
all_components.extend(ada_results)
|
314 |
+
|
315 |
+
# SparkFun search
|
316 |
+
sf_results = self.search_sparkfun(term, 1)
|
317 |
+
all_components.extend(sf_results)
|
318 |
+
|
319 |
+
# Remove duplicates and return top results
|
320 |
+
unique_components = self._deduplicate_components(all_components)
|
321 |
+
return {
|
322 |
+
"circuit_type": circuit_type,
|
323 |
+
"components": unique_components[:6], # Top 6 components
|
324 |
+
"description": self.circuit_components.get(circuit_type, {}).get("description", "General electronics circuit")
|
325 |
+
}
|
326 |
+
|
327 |
+
def _deduplicate_components(self, components):
|
328 |
+
"""Remove similar components"""
|
329 |
+
unique = []
|
330 |
+
seen_names = set()
|
331 |
+
|
332 |
+
for comp in components:
|
333 |
+
# Normalize name for comparison
|
334 |
+
norm_name = re.sub(r'[^a-zA-Z0-9]', '', comp['name'].lower())
|
335 |
+
|
336 |
+
# Simple duplicate detection
|
337 |
+
is_duplicate = False
|
338 |
+
for seen in seen_names:
|
339 |
+
if self._similarity(norm_name, seen) > 0.7:
|
340 |
+
is_duplicate = True
|
341 |
+
break
|
342 |
+
|
343 |
+
if not is_duplicate:
|
344 |
+
unique.append(comp)
|
345 |
+
seen_names.add(norm_name)
|
346 |
+
|
347 |
+
return unique
|
348 |
+
|
349 |
+
def _similarity(self, a, b):
|
350 |
+
"""Simple string similarity"""
|
351 |
+
if not a or not b:
|
352 |
+
return 0
|
353 |
+
|
354 |
+
set_a = set(a[i:i+2] for i in range(len(a)-1))
|
355 |
+
set_b = set(b[i:i+2] for i in range(len(b)-1))
|
356 |
+
|
357 |
+
if not set_a and not set_b:
|
358 |
+
return 1
|
359 |
+
if not set_a or not set_b:
|
360 |
+
return 0
|
361 |
+
|
362 |
+
intersection = len(set_a & set_b)
|
363 |
+
union = len(set_a | set_b)
|
364 |
+
|
365 |
+
return intersection / union if union > 0 else 0
|
366 |
+
|
367 |
+
def _format_price(self, price):
|
368 |
+
"""Format price consistently"""
|
369 |
+
if isinstance(price, (int, float)):
|
370 |
+
return f"${price:.2f}"
|
371 |
+
elif isinstance(price, str):
|
372 |
+
return price if price.startswith('$') else f"${price}"
|
373 |
+
else:
|
374 |
+
return "Price unavailable"
|
375 |
+
|
376 |
+
# Test function
|
377 |
+
if __name__ == "__main__":
|
378 |
+
search = RealComponentSearch()
|
379 |
+
|
380 |
+
# Test circuit analysis
|
381 |
+
test_analysis = "This circuit shows an H-bridge motor driver using an L298N chip connected to an Arduino Uno. The circuit is designed to control two DC motors for a robot car project."
|
382 |
+
|
383 |
+
results = search.get_contextual_components(test_analysis)
|
384 |
+
print(f"Circuit Type: {results['circuit_type']}")
|
385 |
+
print(f"Description: {results['description']}")
|
386 |
+
print(f"Found {len(results['components'])} components:")
|
387 |
+
|
388 |
+
for comp in results['components']:
|
389 |
+
print(f"- {comp['name']} | {comp['price']} | {comp['supplier']}")
|