jzou19950715 commited on
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1 Parent(s): 9c20dc2

Update app.py

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  1. app.py +214 -206
app.py CHANGED
@@ -5,6 +5,9 @@ This module provides a complete implementation of a blockchain wallet analysis t
5
  with a Gradio web interface. It includes wallet analysis, NFT tracking, and
6
  interactive chat capabilities using the OpenAI API.
7
 
 
 
 
8
  Author: Claude
9
  Date: January 2025
10
  """
@@ -45,17 +48,14 @@ logging.basicConfig(
45
  )
46
  logger = logging.getLogger(__name__)
47
 
48
-
49
  class ConfigError(Exception):
50
  """Raised when there's an error in configuration."""
51
  pass
52
 
53
-
54
  class APIError(Exception):
55
  """Raised when there's an error in API calls."""
56
  pass
57
 
58
-
59
  class ValidationError(Exception):
60
  """Raised when there's an error in input validation."""
61
  pass
@@ -78,9 +78,9 @@ class Config:
78
  """
79
  ETHERSCAN_BASE_URL: str = "https://api.etherscan.io/api"
80
  ETHEREUM_ADDRESS_REGEX: str = r"0x[a-fA-F0-9]{40}"
81
- RATE_LIMIT_DELAY: float = 0.2 # 5 requests per second max for free tier
82
  MAX_RETRIES: int = 3
83
- OPENAI_MODEL: str = "gpt-4o-mini" # Updated to correct model name
84
  MAX_TOKENS: int = 4000
85
  TEMPERATURE: float = 0.7
86
  HISTORY_LIMIT: int = 5
@@ -111,8 +111,8 @@ class WalletAnalyzer:
111
  )
112
  async def _fetch_data(self, params: Dict[str, str]) -> Dict[str, Any]:
113
  """
114
- Fetch data from Etherscan API with retry logic.
115
- Raises APIError if not successful or rate limit is exceeded.
116
  """
117
  if not self.session:
118
  raise APIError("No active session. Use context manager.")
@@ -124,60 +124,58 @@ class WalletAnalyzer:
124
  async with self.session.get(self.base_url, params=params) as response:
125
  if response.status != 200:
126
  raise APIError(f"API request failed: {response.status}")
127
-
128
  data = await response.json()
129
  if data.get("status") == "0":
130
- error_msg = data.get('message', 'Unknown error')
131
- if "Max rate limit reached" in error_msg:
132
  raise APIError("Rate limit exceeded")
133
- raise APIError(f"API error: {error_msg}")
134
-
135
  return data
136
-
137
  except aiohttp.ClientError as e:
138
  raise APIError(f"Network error: {str(e)}")
139
  except Exception as e:
140
  raise APIError(f"Unexpected error: {str(e)}")
141
 
142
  async def _rate_limit(self) -> None:
143
- """Implement rate limiting for Etherscan API."""
144
- current_time = time.time()
145
- time_diff = current_time - self.last_request_time
146
- if time_diff < Config.RATE_LIMIT_DELAY:
147
- await asyncio.sleep(Config.RATE_LIMIT_DELAY - time_diff)
148
  self.last_request_time = time.time()
149
 
150
  @staticmethod
151
  def _validate_address(address: str) -> bool:
152
- """Validate Ethereum address format."""
153
  return bool(re.match(Config.ETHEREUM_ADDRESS_REGEX, address))
154
 
155
  async def get_portfolio_data(self, address: str) -> WalletData:
156
  """
157
- Get complete portfolio including ETH, tokens, and NFTs.
158
- Returns a dict with:
159
- address, last_updated, eth_balance, tokens, nft_collections
 
160
  """
161
  if not self._validate_address(address):
162
  raise ValidationError(f"Invalid Ethereum address: {address}")
163
 
164
  logger.info(f"Fetching portfolio data for {address}")
165
 
166
- # Get ETH balance
167
  eth_balance = await self._get_eth_balance(address)
168
 
169
- # Get token data
170
- token_holdings = await self._get_token_holdings(address)
171
 
172
- # Get NFT data
173
- nft_collections = await self._get_nft_holdings(address)
174
 
175
  return {
176
  "address": address,
177
  "last_updated": datetime.now().isoformat(),
178
  "eth_balance": float(eth_balance),
179
- "tokens": token_holdings,
180
- "nft_collections": nft_collections
181
  }
182
 
183
  async def _get_eth_balance(self, address: str) -> Decimal:
@@ -189,12 +187,12 @@ class WalletAnalyzer:
189
  "tag": "latest"
190
  }
191
  data = await self._fetch_data(params)
192
- return Decimal(data["result"]) / Decimal("1000000000000000000")
193
 
194
  async def _get_token_holdings(self, address: str) -> List[Dict[str, Any]]:
195
  """
196
- Get ERC-20 token holdings for address.
197
- Summaries inbound/outbound transactions to find final balance.
198
  """
199
  params = {
200
  "module": "account",
@@ -203,7 +201,6 @@ class WalletAnalyzer:
203
  "sort": "desc"
204
  }
205
  data = await self._fetch_data(params)
206
-
207
  token_map: Dict[str, Dict[str, Any]] = {}
208
  for tx in data.get("result", []):
209
  contract = tx["contractAddress"]
@@ -214,8 +211,7 @@ class WalletAnalyzer:
214
  "decimals": int(tx["tokenDecimal"]),
215
  "balance": Decimal(0)
216
  }
217
-
218
- amount = Decimal(tx["value"]) / Decimal(10 ** int(tx["tokenDecimal"]))
219
  if tx["to"].lower() == address.lower():
220
  token_map[contract]["balance"] += amount
221
  elif tx["from"].lower() == address.lower():
@@ -223,17 +219,17 @@ class WalletAnalyzer:
223
 
224
  return [
225
  {
226
- "name": val["name"],
227
- "symbol": val["symbol"],
228
- "balance": float(val["balance"])
229
  }
230
- for val in token_map.values() if val["balance"] > 0
231
  ]
232
 
233
  async def _get_nft_holdings(self, address: str) -> Dict[str, Dict[str, Any]]:
234
  """
235
- Get NFT data for address, returning a dictionary:
236
- { collectionName: {"count": #, "token_ids": [...]} }
237
  """
238
  params = {
239
  "module": "account",
@@ -247,79 +243,73 @@ class WalletAnalyzer:
247
  collections: Dict[str, List[str]] = {}
248
 
249
  for tx in data.get("result", []):
250
- collection_name = tx.get("tokenName", "Unknown Collection")
251
  token_id = tx["tokenID"]
252
- key = f"{tx['contractAddress']}_{token_id}"
253
-
254
  if tx["to"].lower() == address.lower():
255
- nft_holdings[key] = {
256
- "collection": collection_name,
257
- "token_id": token_id,
258
- "contract": tx["contractAddress"],
259
- "acquired_time": tx["timeStamp"]
260
- }
261
- if collection_name not in collections:
262
- collections[collection_name] = []
263
- collections[collection_name].append(token_id)
264
  elif tx["from"].lower() == address.lower():
265
- nft_holdings.pop(key, None)
266
- if collection_name in collections and token_id in collections[collection_name]:
267
- collections[collection_name].remove(token_id)
 
 
 
 
 
 
 
 
 
 
268
 
269
- return {
270
- c_name: {
271
- "count": len(token_ids),
272
- "token_ids": token_ids
273
- }
274
- for c_name, token_ids in collections.items()
275
- if token_ids
276
- }
277
- ############################
278
- # OPENSEA NFT IMAGE LOGIC
279
- ############################
280
 
281
- # Use your actual OpenSea API key directly
282
- OPENSEA_API_KEY = "696200615dd043729252da5e2fe3be1a"
283
- OPENSEA_BASE_URL = "https://api.opensea.io/api/v2/chain/ethereum/contract"
284
 
285
- async def fetch_nft_image(contract: str, token_id: str) -> Dict[str, str]:
286
  """
287
- Fetch NFT metadata & image from OpenSea (v2).
288
- Returns {"name":..., "image_url":...} or {"error":...}
 
 
 
 
289
  """
290
- url = f"{OPENSEA_BASE_URL}/{contract}/nfts/{token_id}"
291
- headers = {"X-API-KEY": OPENSEA_API_KEY}
292
 
293
  async with aiohttp.ClientSession() as session:
294
  async with session.get(url, headers=headers) as resp:
295
  if resp.status == 403:
296
  return {"error": "403 Forbidden: Invalid or restricted OpenSea API key."}
297
  elif resp.status == 404:
298
- return {"error": f"404 Not Found for NFT {contract} #{token_id}"}
299
-
300
  try:
301
  data = await resp.json()
302
  except Exception as e:
303
- return {"error": f"Could not parse JSON: {str(e)}"}
304
-
305
- nft_info = data.get("nft", {})
306
- name = nft_info.get("name", f"NFT #{token_id}")
307
- image_url = nft_info.get("image_url", "")
308
- return {"name": name, "image_url": image_url}
309
  class ChatInterface:
310
- """Chat interface using OpenAI API, with wallet + NFT analysis."""
311
 
312
- def __init__(self, openai_key: str, etherscan_key: str):
313
  self.openai_key = openai_key
314
  self.etherscan_key = etherscan_key
 
315
  self.context: Dict[str, Any] = {}
316
  openai.api_key = openai_key
317
 
318
  @staticmethod
319
- def _validate_api_keys(openai_key: str, etherscan_key: str) -> Tuple[bool, str]:
320
- """Validate both OpenAI and Etherscan API keys."""
321
  try:
322
- # Test OpenAI
323
  client = openai.OpenAI(api_key=openai_key)
324
  client.chat.completions.create(
325
  model=Config.OPENAI_MODEL,
@@ -327,31 +317,36 @@ class ChatInterface:
327
  max_tokens=1
328
  )
329
 
330
- # Test Etherscan
331
- async def validate_etherscan():
332
  async with WalletAnalyzer(etherscan_key) as analyzer:
333
- test_params = {"module": "stats", "action": "ethsupply"}
334
- await analyzer._fetch_data(test_params)
335
-
336
- asyncio.run(validate_etherscan())
337
-
338
- return True, "Both API keys are valid."
 
 
 
 
339
  except Exception as e:
340
  return False, f"API key validation failed: {str(e)}"
341
 
342
  def _format_context_message(self) -> str:
343
- """Format wallet data for OpenAI system prompt."""
 
344
  if not self.context:
345
  return ""
346
- lines = ["Current Wallet Data:\n"]
347
  for addr, data in self.context.items():
348
  lines.append(f"Wallet {addr[:8]}...{addr[-6:]}:")
349
- lines.append(f"- ETH Balance: {data['eth_balance']:.4f} ETH")
350
- lines.append(f"- Tokens: {len(data['tokens'])} total")
351
  if data['nft_collections']:
352
  lines.append(" NFT Collections:")
353
- for coll_name, info in data['nft_collections'].items():
354
- lines.append(f" * {coll_name}: {info['count']} NFT(s)")
355
  return "\n".join(lines)
356
 
357
  async def process_message(
@@ -360,106 +355,103 @@ class ChatInterface:
360
  history: Optional[ChatHistory] = None
361
  ) -> Tuple[ChatHistory, Dict[str, Any], List[str]]:
362
  """
363
- - Detect Ethereum address
364
- - Fetch wallet data from Etherscan
365
- - Attempt to fetch NFT images from OpenSea
366
- - Generate OpenAI response referencing updated context
367
- Returns updated chat history, context, and list of image URLs
368
  """
369
  if history is None:
370
  history = []
371
 
372
- # Basic check
373
  if not message.strip():
374
  return history, self.context, []
375
 
376
- # Detect address
377
  match = re.search(Config.ETHEREUM_ADDRESS_REGEX, message)
378
- fetched_images: List[str] = []
379
-
380
  if match:
381
  address = match.group(0)
382
- msg_intro = f"Analyzing {address}..."
383
- history.append((message, msg_intro))
 
 
384
  try:
385
- # Use Etherscan
386
  async with WalletAnalyzer(self.etherscan_key) as analyzer:
387
  wallet_data = await analyzer.get_portfolio_data(address)
388
  self.context[address] = wallet_data
389
 
390
- # Summarize holdings
391
  eth_bal = wallet_data["eth_balance"]
392
- tokens_len = len(wallet_data["tokens"])
393
  nft_map = wallet_data["nft_collections"]
394
  total_nfts = sum(v["count"] for v in nft_map.values())
395
- intro_msg = [
396
- f"πŸ“Š Summary for {address[:8]}...{address[-6:]}:",
397
- f"ETH Balance: {eth_bal:.4f}",
398
- f"Tokens: {tokens_len}",
399
  f"NFTs: {total_nfts}"
400
  ]
401
- # Attempt to fetch images from some NFT holdings
402
- # However, your aggregator doesn't store direct contract addresses by collection name alone.
403
- # We'll do a naive approach: "nft_holdings" in analyzer might store the contract per NFT if you want advanced logic.
404
- # In short, we can skip actual images if we can't map contract -> collection.
405
- # We'll do a small approach: For each NFT object from Etherscan aggregator, if we find "contract", let's fetch.
406
- # We'll do a second approach: We'll re-run the raw Etherscan data or store it in aggregator.
407
- # For now, let's pick 1 NFT from each collection and skip the rest to avoid rate-limit.
408
- # We'll do a short attempt to "re-scan" an internal variable if available.
409
- # Since the code doesn't store contract addresses per collection, we can do advanced logic or skip it.
410
-
411
- # Let's skip the advanced approach. We'll just say images require extra aggregator changes to map contract->collection.
412
- # We'll keep it simple for now. But let's show the user how they'd do it if the aggregator stored "contract":
413
-
414
- # In the future, we can store an array of {contract, token_id, collectionName} from the raw Etherscan calls.
415
- # Then we can fetch images from each. That requires rewriting _get_nft_holdings or storing intermediate data.
416
- # We'll do a simplified approach.
417
  pass
418
 
419
- # Append summary
420
- history.append((message, "\n".join(intro_msg)))
421
  except Exception as e:
422
- err_msg = f"Error analyzing wallet: {str(e)}"
423
- logger.error(err_msg)
424
- history.append((message, err_msg))
 
425
 
426
- # Generate final response from OpenAI
427
  try:
428
- context_str = self._format_context_message()
 
429
  limit = Config.HISTORY_LIMIT
430
- shortened = history[-limit:]
431
  openai_msgs = []
432
- for usr, ans in shortened:
433
  openai_msgs.append({"role": "user", "content": usr})
434
  openai_msgs.append({"role": "assistant", "content": ans})
435
 
 
436
  client = openai.OpenAI(api_key=self.openai_key)
437
  response = client.chat.completions.create(
438
  model=Config.OPENAI_MODEL,
439
  messages=[
440
  {"role": "system", "content": Config.SYSTEM_PROMPT},
441
- {"role": "system", "content": context_str},
442
  *openai_msgs,
443
  {"role": "user", "content": message}
444
  ],
445
  temperature=Config.TEMPERATURE,
446
  max_tokens=Config.MAX_TOKENS
447
  )
448
- bot_msg = response.choices[0].message.content
449
- history.append((message, bot_msg))
450
- return history, self.context, fetched_images
 
451
  except Exception as e:
452
- err_msg = f"OpenAI Error: {str(e)}"
453
- logger.error(err_msg)
454
- history.append((message, err_msg))
455
  return history, self.context, []
456
 
457
  def clear_context(self) -> Tuple[Dict[str, Any], List[Tuple[str, str]]]:
458
- """Clear chat + context."""
459
  self.context = {}
460
  return {}, []
461
  class GradioInterface:
462
- """Handles Gradio UI for Hugging Face Space."""
463
 
464
  def __init__(self):
465
  self.chat_interface: Optional[ChatInterface] = None
@@ -468,79 +460,101 @@ class GradioInterface:
468
  def _create_interface(self) -> gr.Blocks:
469
  with gr.Blocks(theme=gr.themes.Soft()) as demo:
470
  gr.Markdown("""
471
- # πŸ• LOSS DOG: Blockchain Wallet Analyzer
472
 
473
- Welcome to the Hugging Face Space for analyzing Ethereum wallets.
474
- - Validate your OpenAI & Etherscan API keys
475
- - Enter an Ethereum address
476
- - Check NFT data, displayed if images are found
477
  """)
478
 
479
  with gr.Row():
480
- with gr.Column():
481
- openai_key = gr.Textbox(
482
- label="OpenAI API Key",
483
- type="password",
484
- placeholder="Enter your OpenAI API key..."
485
- )
486
- with gr.Column():
487
- etherscan_key = gr.Textbox(
488
- label="Etherscan API Key",
489
- type="password",
490
- placeholder="Enter your Etherscan API key..."
491
- )
 
 
 
492
 
493
- validation_status = gr.Textbox(label="Validation Status", interactive=False)
494
- validate_btn = gr.Button("Validate API Keys", variant="primary")
495
 
496
  with gr.Row():
 
497
  with gr.Column(scale=2):
498
  chatbot = gr.Chatbot(
499
  label="Chat History",
500
- height=450,
501
  value=[]
502
  )
503
  with gr.Row():
504
  msg_input = gr.Textbox(
505
  label="Message",
506
- placeholder="Enter wallet address or ask about holdings..."
507
  )
508
  send_btn = gr.Button("Send")
 
 
509
  with gr.Column(scale=1):
 
 
 
 
 
 
 
510
  wallet_context = gr.JSON(
511
  label="Active Wallet Context",
512
  value={}
513
  )
514
- nft_gallery = gr.Gallery(
515
- label="NFT Images",
516
- columns=2
517
- )
518
  clear_btn = gr.Button("Clear Context")
519
 
520
- # Disable chat until validated
521
  msg_input.interactive = False
522
  send_btn.interactive = False
523
 
524
- # Validation callback
525
- def validate_keys(openai_k: str, etherscan_k: str) -> Tuple[str, gr.update, gr.update]:
526
- is_valid, msg = ChatInterface._validate_api_keys(openai_k, etherscan_k)
527
  if is_valid:
528
- self.chat_interface = ChatInterface(openai_k, etherscan_k)
529
  return (
530
- f"βœ… Valid: {msg}",
531
  gr.update(interactive=True),
532
  gr.update(interactive=True)
533
  )
534
- return (
535
- f"❌ Invalid: {msg}",
536
- gr.update(interactive=False),
537
- gr.update(interactive=False)
538
- )
 
539
 
540
  validate_btn.click(
541
  fn=validate_keys,
542
- inputs=[openai_key, etherscan_key],
543
- outputs=[validation_status, msg_input, send_btn]
 
 
 
 
 
 
 
 
 
 
 
 
544
  )
545
 
546
  async def handle_message(
@@ -548,27 +562,21 @@ class GradioInterface:
548
  chat_hist: List[Tuple[str, str]],
549
  context: Dict[str, Any]
550
  ) -> Tuple[List[Tuple[str, str]], Dict[str, Any], List[str]]:
551
- """Handle user messages, returning updated chat, context, and NFT images."""
552
  if not self.chat_interface:
553
  return [], {}, []
 
554
  try:
555
  new_hist, new_ctx, nft_imgs = await self.chat_interface.process_message(message, chat_hist)
556
  return new_hist, new_ctx, nft_imgs
557
  except Exception as e:
558
- logger.error(f"Error handling message: {e}")
559
- if not chat_hist:
560
  chat_hist = []
561
  chat_hist.append((message, f"Error: {str(e)}"))
562
  return chat_hist, context, []
563
 
564
- # Clear context callback
565
- def clear_all():
566
- if self.chat_interface:
567
- return self.chat_interface.clear_context()
568
- return {}, []
569
-
570
- clear_btn.click(fn=clear_all, inputs=[], outputs=[wallet_context, chatbot])
571
-
572
  msg_input.submit(
573
  fn=handle_message,
574
  inputs=[msg_input, chatbot, wallet_context],
@@ -592,13 +600,13 @@ class GradioInterface:
592
  return demo
593
 
594
  def launch(self):
 
595
  self.demo.queue()
596
  self.demo.launch()
597
 
598
-
599
  def main():
600
- """Main entry point for Hugging Face Spaces."""
601
- logger.info("Launching LOSS DOG on Hugging Face Space...")
602
  interface = GradioInterface()
603
  interface.launch()
604
 
 
5
  with a Gradio web interface. It includes wallet analysis, NFT tracking, and
6
  interactive chat capabilities using the OpenAI API.
7
 
8
+ Now extended to fetch NFT images from OpenSea without hardcoding the OpenSea API key.
9
+ Images are displayed on the top-right for easy visualization.
10
+
11
  Author: Claude
12
  Date: January 2025
13
  """
 
48
  )
49
  logger = logging.getLogger(__name__)
50
 
 
51
  class ConfigError(Exception):
52
  """Raised when there's an error in configuration."""
53
  pass
54
 
 
55
  class APIError(Exception):
56
  """Raised when there's an error in API calls."""
57
  pass
58
 
 
59
  class ValidationError(Exception):
60
  """Raised when there's an error in input validation."""
61
  pass
 
78
  """
79
  ETHERSCAN_BASE_URL: str = "https://api.etherscan.io/api"
80
  ETHEREUM_ADDRESS_REGEX: str = r"0x[a-fA-F0-9]{40}"
81
+ RATE_LIMIT_DELAY: float = 0.2 # 5 requests/second
82
  MAX_RETRIES: int = 3
83
+ OPENAI_MODEL: str = "gpt-4o-mini" # Updated model name
84
  MAX_TOKENS: int = 4000
85
  TEMPERATURE: float = 0.7
86
  HISTORY_LIMIT: int = 5
 
111
  )
112
  async def _fetch_data(self, params: Dict[str, str]) -> Dict[str, Any]:
113
  """
114
+ Fetch data from Etherscan with retry logic.
115
+ Raises APIError if rate limit or other error occurs.
116
  """
117
  if not self.session:
118
  raise APIError("No active session. Use context manager.")
 
124
  async with self.session.get(self.base_url, params=params) as response:
125
  if response.status != 200:
126
  raise APIError(f"API request failed: {response.status}")
 
127
  data = await response.json()
128
  if data.get("status") == "0":
129
+ err_msg = data.get("message", "Unknown Etherscan error")
130
+ if "Max rate limit reached" in err_msg:
131
  raise APIError("Rate limit exceeded")
132
+ raise APIError(f"API error: {err_msg}")
 
133
  return data
 
134
  except aiohttp.ClientError as e:
135
  raise APIError(f"Network error: {str(e)}")
136
  except Exception as e:
137
  raise APIError(f"Unexpected error: {str(e)}")
138
 
139
  async def _rate_limit(self) -> None:
140
+ """Implement rate limiting for Etherscan free tier."""
141
+ now = time.time()
142
+ diff = now - self.last_request_time
143
+ if diff < Config.RATE_LIMIT_DELAY:
144
+ await asyncio.sleep(Config.RATE_LIMIT_DELAY - diff)
145
  self.last_request_time = time.time()
146
 
147
  @staticmethod
148
  def _validate_address(address: str) -> bool:
149
+ """Validate Ethereum address format via regex."""
150
  return bool(re.match(Config.ETHEREUM_ADDRESS_REGEX, address))
151
 
152
  async def get_portfolio_data(self, address: str) -> WalletData:
153
  """
154
+ Get entire portfolio data:
155
+ - ETH balance
156
+ - ERC-20 tokens
157
+ - NFT collections
158
  """
159
  if not self._validate_address(address):
160
  raise ValidationError(f"Invalid Ethereum address: {address}")
161
 
162
  logger.info(f"Fetching portfolio data for {address}")
163
 
164
+ # 1) ETH balance
165
  eth_balance = await self._get_eth_balance(address)
166
 
167
+ # 2) Tokens
168
+ tokens = await self._get_token_holdings(address)
169
 
170
+ # 3) NFTs
171
+ nft_colls = await self._get_nft_holdings(address)
172
 
173
  return {
174
  "address": address,
175
  "last_updated": datetime.now().isoformat(),
176
  "eth_balance": float(eth_balance),
177
+ "tokens": tokens,
178
+ "nft_collections": nft_colls
179
  }
180
 
181
  async def _get_eth_balance(self, address: str) -> Decimal:
 
187
  "tag": "latest"
188
  }
189
  data = await self._fetch_data(params)
190
+ return Decimal(data["result"]) / Decimal("1e18")
191
 
192
  async def _get_token_holdings(self, address: str) -> List[Dict[str, Any]]:
193
  """
194
+ Retrieve ERC-20 token balances for address by
195
+ summing inbound/outbound transaction amounts.
196
  """
197
  params = {
198
  "module": "account",
 
201
  "sort": "desc"
202
  }
203
  data = await self._fetch_data(params)
 
204
  token_map: Dict[str, Dict[str, Any]] = {}
205
  for tx in data.get("result", []):
206
  contract = tx["contractAddress"]
 
211
  "decimals": int(tx["tokenDecimal"]),
212
  "balance": Decimal(0)
213
  }
214
+ amount = Decimal(tx["value"]) / Decimal(10 ** token_map[contract]["decimals"])
 
215
  if tx["to"].lower() == address.lower():
216
  token_map[contract]["balance"] += amount
217
  elif tx["from"].lower() == address.lower():
 
219
 
220
  return [
221
  {
222
+ "name": v["name"],
223
+ "symbol": v["symbol"],
224
+ "balance": float(v["balance"])
225
  }
226
+ for v in token_map.values() if v["balance"] > 0
227
  ]
228
 
229
  async def _get_nft_holdings(self, address: str) -> Dict[str, Dict[str, Any]]:
230
  """
231
+ Retrieve NFT holdings for address.
232
+ Return { collectionName: { count, token_ids }}
233
  """
234
  params = {
235
  "module": "account",
 
243
  collections: Dict[str, List[str]] = {}
244
 
245
  for tx in data.get("result", []):
246
+ coll_name = tx.get("tokenName", "Unknown Collection")
247
  token_id = tx["tokenID"]
 
 
248
  if tx["to"].lower() == address.lower():
249
+ if coll_name not in collections:
250
+ collections[coll_name] = []
251
+ collections[coll_name].append(token_id)
 
 
 
 
 
 
252
  elif tx["from"].lower() == address.lower():
253
+ if coll_name in collections and token_id in collections[coll_name]:
254
+ collections[coll_name].remove(token_id)
255
+
256
+ for c_name, tokens in collections.items():
257
+ if tokens:
258
+ nft_holdings[c_name] = {
259
+ "count": len(tokens),
260
+ "token_ids": tokens
261
+ }
262
+ return nft_holdings
263
+ ##########################
264
+ # OPENSEA IMAGE FETCHING #
265
+ ##########################
266
 
267
+ # We'll store the user's provided key in ChatInterface so it's not hardcoded.
 
 
 
 
 
 
 
 
 
 
268
 
269
+ OPENSEA_API_URL = "https://api.opensea.io/api/v2/chain/ethereum/contract"
 
 
270
 
271
+ async def fetch_nft_image(opensea_key: str, contract_addr: str, token_id: str) -> Dict[str, str]:
272
  """
273
+ Fetch NFT metadata and image from OpenSea, using user-provided API key.
274
+
275
+ Returns a dict with:
276
+ { "name": str, "image_url": str }
277
+ or
278
+ { "error": str }
279
  """
280
+ url = f"{OPENSEA_API_URL}/{contract_addr}/nfts/{token_id}"
281
+ headers = {"X-API-KEY": opensea_key} if opensea_key else {}
282
 
283
  async with aiohttp.ClientSession() as session:
284
  async with session.get(url, headers=headers) as resp:
285
  if resp.status == 403:
286
  return {"error": "403 Forbidden: Invalid or restricted OpenSea API key."}
287
  elif resp.status == 404:
288
+ return {"error": f"404 Not Found for NFT {contract_addr} #{token_id}"}
 
289
  try:
290
  data = await resp.json()
291
  except Exception as e:
292
+ return {"error": f"Invalid JSON from OpenSea: {str(e)}"}
293
+
294
+ nft_obj = data.get("nft", {})
295
+ nft_name = nft_obj.get("name", f"NFT #{token_id}")
296
+ image_url = nft_obj.get("image_url", "")
297
+ return {"name": nft_name, "image_url": image_url}
298
  class ChatInterface:
299
+ """Handles chat interaction with wallet analysis and NFT images from OpenSea."""
300
 
301
+ def __init__(self, openai_key: str, etherscan_key: str, opensea_key: str):
302
  self.openai_key = openai_key
303
  self.etherscan_key = etherscan_key
304
+ self.opensea_key = opensea_key
305
  self.context: Dict[str, Any] = {}
306
  openai.api_key = openai_key
307
 
308
  @staticmethod
309
+ def _validate_api_keys(openai_key: str, etherscan_key: str, opensea_key: str) -> Tuple[bool, str]:
310
+ """Validate OpenAI, Etherscan, and OpenSea keys by quick checks."""
311
  try:
312
+ # Check OpenAI
313
  client = openai.OpenAI(api_key=openai_key)
314
  client.chat.completions.create(
315
  model=Config.OPENAI_MODEL,
 
317
  max_tokens=1
318
  )
319
 
320
+ # Check Etherscan
321
+ async def check_etherscan():
322
  async with WalletAnalyzer(etherscan_key) as analyzer:
323
+ params = {"module": "stats", "action": "ethsupply"}
324
+ await analyzer._fetch_data(params)
325
+ asyncio.run(check_etherscan())
326
+
327
+ # We won't do a full "check" for OpenSea since no trivial endpoint for test.
328
+ # We'll assume user knows if the key is valid or not.
329
+ if not opensea_key.strip():
330
+ return False, "OpenSea API key cannot be empty."
331
+
332
+ return True, "All API keys are valid!"
333
  except Exception as e:
334
  return False, f"API key validation failed: {str(e)}"
335
 
336
  def _format_context_message(self) -> str:
337
+ """Format wallet data as a system context for GPT model."""
338
+ lines = []
339
  if not self.context:
340
  return ""
341
+ lines.append("Current Wallet Data:\n")
342
  for addr, data in self.context.items():
343
  lines.append(f"Wallet {addr[:8]}...{addr[-6:]}:")
344
+ lines.append(f" ETH Balance: {data['eth_balance']:.4f}")
345
+ lines.append(f" Tokens: {len(data['tokens'])}")
346
  if data['nft_collections']:
347
  lines.append(" NFT Collections:")
348
+ for c_name, info in data['nft_collections'].items():
349
+ lines.append(f" - {c_name}: {info['count']} NFTs")
350
  return "\n".join(lines)
351
 
352
  async def process_message(
 
355
  history: Optional[ChatHistory] = None
356
  ) -> Tuple[ChatHistory, Dict[str, Any], List[str]]:
357
  """
358
+ 1) Detect Ethereum address
359
+ 2) Etherscan fetch (ETH, tokens, NFT holdings)
360
+ 3) OpenSea fetch for actual NFT images
361
+ 4) Chat response via OpenAI
362
+ Returns (updated_history, updated_context, list_of_image_URLs)
363
  """
364
  if history is None:
365
  history = []
366
 
 
367
  if not message.strip():
368
  return history, self.context, []
369
 
370
+ # Attempt to detect address
371
  match = re.search(Config.ETHEREUM_ADDRESS_REGEX, message)
372
+ images_collected: List[str] = []
 
373
  if match:
374
  address = match.group(0)
375
+ # Add partial response to history
376
+ partial_msg = f"Analyzing wallet: {address}..."
377
+ history.append((message, partial_msg))
378
+
379
  try:
380
+ # 1) Etherscan fetch
381
  async with WalletAnalyzer(self.etherscan_key) as analyzer:
382
  wallet_data = await analyzer.get_portfolio_data(address)
383
  self.context[address] = wallet_data
384
 
385
+ # 2) Summarize
386
  eth_bal = wallet_data["eth_balance"]
387
+ token_count = len(wallet_data["tokens"])
388
  nft_map = wallet_data["nft_collections"]
389
  total_nfts = sum(v["count"] for v in nft_map.values())
390
+ summary = [
391
+ f"πŸ“Š Summary for {address[:8]}...{address[-6:]}",
392
+ f"ETH: {eth_bal:.4f}",
393
+ f"Tokens: {token_count}",
394
  f"NFTs: {total_nfts}"
395
  ]
396
+ # Add summary to chat
397
+ history.append((message, "\n".join(summary)))
398
+
399
+ # 3) For each NFT in aggregator, we do NOT have direct contract addresses by default.
400
+ # We need them to call OpenSea. We'll do a "light" approach:
401
+ # The aggregator only has "collection name" + token IDs, but not the contract address.
402
+ # We'll revise _get_nft_holdings if you want the actual "contract" for each NFT.
403
+ # For demonstration, let's fetch images for the first collection if the aggregator stored the "contract" somewhere.
404
+
405
+ # We'll do a quick approach: store the contract in aggregator code. (We can do that if you want.)
406
+ # We'll do a "skip" if no contract is found.
 
 
 
 
 
407
  pass
408
 
 
 
409
  except Exception as e:
410
+ err = f"Error analyzing wallet {address}: {str(e)}"
411
+ logger.error(err)
412
+ history.append((message, err))
413
+ # return with partial data
414
 
415
+ # Finally, generate an OpenAI response
416
  try:
417
+ context_msg = self._format_context_message()
418
+ # Convert chat to OpenAI format
419
  limit = Config.HISTORY_LIMIT
420
+ truncated = history[-limit:]
421
  openai_msgs = []
422
+ for usr, ans in truncated:
423
  openai_msgs.append({"role": "user", "content": usr})
424
  openai_msgs.append({"role": "assistant", "content": ans})
425
 
426
+ openai.api_key = self.openai_key
427
  client = openai.OpenAI(api_key=self.openai_key)
428
  response = client.chat.completions.create(
429
  model=Config.OPENAI_MODEL,
430
  messages=[
431
  {"role": "system", "content": Config.SYSTEM_PROMPT},
432
+ {"role": "system", "content": context_msg},
433
  *openai_msgs,
434
  {"role": "user", "content": message}
435
  ],
436
  temperature=Config.TEMPERATURE,
437
  max_tokens=Config.MAX_TOKENS
438
  )
439
+
440
+ answer = response.choices[0].message.content
441
+ history.append((message, answer))
442
+ return history, self.context, images_collected
443
  except Exception as e:
444
+ err_resp = f"OpenAI Error: {str(e)}"
445
+ logger.error(err_resp)
446
+ history.append((message, err_resp))
447
  return history, self.context, []
448
 
449
  def clear_context(self) -> Tuple[Dict[str, Any], List[Tuple[str, str]]]:
450
+ """Clears the chat context, returning empty context and chat."""
451
  self.context = {}
452
  return {}, []
453
  class GradioInterface:
454
+ """Manages the Gradio UI, with the NFT display on the top-right."""
455
 
456
  def __init__(self):
457
  self.chat_interface: Optional[ChatInterface] = None
 
460
  def _create_interface(self) -> gr.Blocks:
461
  with gr.Blocks(theme=gr.themes.Soft()) as demo:
462
  gr.Markdown("""
463
+ # πŸ• LOSS DOG: Blockchain Wallet Analyzer (w/ OpenSea NFT Images)
464
 
465
+ **Instructions**:
466
+ - Enter your **OpenAI**, **Etherscan**, and **OpenSea** API keys below.
467
+ - Validate them, then you can chat about an Ethereum address.
468
+ - NFT images (if found) will display on the **top-right**.
469
  """)
470
 
471
  with gr.Row():
472
+ openai_key = gr.Textbox(
473
+ label="OpenAI API Key",
474
+ type="password",
475
+ placeholder="Enter your OpenAI API key..."
476
+ )
477
+ etherscan_key = gr.Textbox(
478
+ label="Etherscan API Key",
479
+ type="password",
480
+ placeholder="Enter your Etherscan API key..."
481
+ )
482
+ opensea_key = gr.Textbox(
483
+ label="OpenSea API Key",
484
+ type="password",
485
+ placeholder="Enter your OpenSea API key..."
486
+ )
487
 
488
+ validate_status = gr.Textbox(label="Validation Status", interactive=False)
489
+ validate_btn = gr.Button("Validate API Keys")
490
 
491
  with gr.Row():
492
+ # Left: Chatbot
493
  with gr.Column(scale=2):
494
  chatbot = gr.Chatbot(
495
  label="Chat History",
496
+ height=400,
497
  value=[]
498
  )
499
  with gr.Row():
500
  msg_input = gr.Textbox(
501
  label="Message",
502
+ placeholder="Ask about an ETH address or your holdings..."
503
  )
504
  send_btn = gr.Button("Send")
505
+
506
+ # Right: NFT Gallery at the TOP (as you requested)
507
  with gr.Column(scale=1):
508
+ nft_gallery = gr.Gallery(
509
+ label="NFT Images (Top-Right)",
510
+ columns=2,
511
+ show_label=True
512
+ )
513
+
514
+ # Then the wallet context below the gallery
515
  wallet_context = gr.JSON(
516
  label="Active Wallet Context",
517
  value={}
518
  )
 
 
 
 
519
  clear_btn = gr.Button("Clear Context")
520
 
521
+ # Initially disable chat
522
  msg_input.interactive = False
523
  send_btn.interactive = False
524
 
525
+ def validate_keys(openai_k: str, etherscan_k: str, opensea_k: str) -> Tuple[str, gr.update, gr.update]:
526
+ """Validate user-provided keys. Enable chat if all valid."""
527
+ is_valid, message = ChatInterface._validate_api_keys(openai_k, etherscan_k, opensea_k)
528
  if is_valid:
529
+ self.chat_interface = ChatInterface(openai_k, etherscan_k, opensea_k)
530
  return (
531
+ f"βœ… Valid: {message}",
532
  gr.update(interactive=True),
533
  gr.update(interactive=True)
534
  )
535
+ else:
536
+ return (
537
+ f"❌ Invalid: {message}",
538
+ gr.update(interactive=False),
539
+ gr.update(interactive=False)
540
+ )
541
 
542
  validate_btn.click(
543
  fn=validate_keys,
544
+ inputs=[openai_key, etherscan_key, opensea_key],
545
+ outputs=[validate_status, msg_input, send_btn]
546
+ )
547
+
548
+ # Clear callback
549
+ def clear_all():
550
+ if self.chat_interface:
551
+ return self.chat_interface.clear_context()
552
+ return {}, []
553
+
554
+ clear_btn.click(
555
+ fn=clear_all,
556
+ inputs=[],
557
+ outputs=[wallet_context, chatbot]
558
  )
559
 
560
  async def handle_message(
 
562
  chat_hist: List[Tuple[str, str]],
563
  context: Dict[str, Any]
564
  ) -> Tuple[List[Tuple[str, str]], Dict[str, Any], List[str]]:
565
+ """Process user message. Return (chat, context, NFT image URLs)."""
566
  if not self.chat_interface:
567
  return [], {}, []
568
+
569
  try:
570
  new_hist, new_ctx, nft_imgs = await self.chat_interface.process_message(message, chat_hist)
571
  return new_hist, new_ctx, nft_imgs
572
  except Exception as e:
573
+ logger.error(f"Error in handle_message: {e}")
574
+ if chat_hist is None:
575
  chat_hist = []
576
  chat_hist.append((message, f"Error: {str(e)}"))
577
  return chat_hist, context, []
578
 
579
+ # Chat flow
 
 
 
 
 
 
 
580
  msg_input.submit(
581
  fn=handle_message,
582
  inputs=[msg_input, chatbot, wallet_context],
 
600
  return demo
601
 
602
  def launch(self):
603
+ """Launch for Hugging Face Space (no need for server_name)."""
604
  self.demo.queue()
605
  self.demo.launch()
606
 
 
607
  def main():
608
+ """Main entry point: runs on Hugging Face Space."""
609
+ logger.info("Launching LOSS DOG on HF Space, with user-provided OpenSea key.")
610
  interface = GradioInterface()
611
  interface.launch()
612