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The following code gives the following error
import ballerina/data.jsondata;
import ballerina/io;
json v = {
"id": "xxx",
"object": "response",
"created_at": 1771847449,
"status": "completed",
"background": false,
"billing": {
"payer": "developer"
},
"completed_at": 1771847494,
"error": null,
"frequency_penalty": 0.0,
"incomplete_details": null,
"instructions": null,
"max_output_tokens": 16384,
"max_tool_calls": null,
"model": "gpt-5-mini-2025-08-07",
"output": [
{
"id": "xxx",
"type": "reasoning",
"summary": []
},
{
"id": "xxx",
"type": "code_interpreter_call",
"status": "completed",
"code": "# The following string contains the Python code used for all steps.\n# We'll print the code first, then execute it so you can see both the code and the results.\n\ncode = r\"\"\"\n# 1. Generate the first 30 Fibonacci numbers (using F1 = 1, F2 = 1)\ndef generate_fibonacci(n):\n if n <= 0:\n return []\n if n == 1:\n return [1]\n fibs = [1, 1]\n for _ in range(2, n):\n fibs.append(fibs[-1] + fibs[-2])\n return fibs\n\n# 2. For each consecutive pair, calculate their ratio and compare to phi\nfrom math import sqrt\n\nphi = (1 + sqrt(5)) / 2\n\n# 3. Primality test for small integers\ndef is_prime(num):\n if num <= 1:\n return False\n if num <= 3:\n return True\n if num % 2 == 0:\n return False\n r = int(num**0.5)\n for i in range(3, r+1, 2):\n if num % i == 0:\n return False\n return True\n\n# 4. Sum of even Fibonacci numbers among the first n\ndef sum_even_fibs(fibs):\n return sum(x for x in fibs if x % 2 == 0)\n\n# 5. Verify identity: sum of first n Fibonacci numbers = F(n+2) - 1\n# (Using 1-indexed F1=1... so F(n+2) corresponds to fibs[n+1] in 0-indexed list)\n\n# Generate first 30 Fibonacci numbers\nn_total = 30\nfibs = generate_fibonacci(n_total)\n\n# Display results\nprint(\"1) First 30 Fibonacci numbers (F1 = 1, F2 = 1):\")\nprint(fibs)\nprint()\n\n# Ratios and convergence to phi\nprint(\"2) Ratios F(n+1)/F(n) for n = 1..29 and difference to phi:\")\nprint(f\"{'n':>2} {'F(n)':>10} {'F(n+1)':>10} {'Ratio':>18} {'|Ratio - phi|':>18}\")\nfor i in range(len(fibs)-1):\n a = fibs[i]\n b = fibs[i+1]\n ratio = b / a\n diff = abs(ratio - phi)\n print(f\"{i+1:2d} {a:10d} {b:10d} {ratio:18.12f} {diff:18.12f}\")\nprint()\nprint(f\"Reference phi = (1 + sqrt(5)) / 2 = {phi:.12f}\")\nprint()\n\n# Prime Fibonacci numbers among first 30\nprime_fibs = [x for x in fibs if is_prime(x)]\nprint(\"3) Fibonacci numbers among the first 30 that are prime:\")\nprint(prime_fibs)\nprint()\n\n# Sum of even Fibonacci numbers in the first 30\nsum_even = sum_even_fibs(fibs)\nprint(\"4) Sum of all even Fibonacci numbers among the first 30:\")\nprint(sum_even)\nprint()\n\n# 5) Verify identity for n = 10, 20, 30\nprint(\"5) Verify sum_{k=1..n} F(k) = F(n+2) - 1 for n = 10, 20, 30\")\nfor n in [10, 20, 30]:\n sum_first_n = sum(fibs[:n])\n # F(n+2) is fibs[n+1] (0-indexed)\n fnp2 = generate_fibonacci(n+2)[-1] # safe way to get F(n+2)\n rhs = fnp2 - 1\n holds = (sum_first_n == rhs)\n print(f\"n = {n}: sum(F1..F{n}) = {sum_first_n}, F({n+2}) - 1 = {rhs} -> holds: {holds}\")\n\"\"\"\n\nprint(\"=== Python code used ===\")\nprint(code)\nprint(\"=== Output ===\")\nexec(code)",
"container_id": "cntr_699c3f1d93d08190aa2505fbdd08e00909b7a43cf5b4fc32",
"outputs": null
},
{
"id": "xxx",
"type": "message",
"status": "completed",
"content": [
{
"type": "output_text",
"annotations": [],
"logprobs": [],
"text": "I ran the Python code (shown above) and produced the requested calculations. Summary of the results:\n\n- Definition used: Fibonacci sequence with F1 = 1, F2 = 1 (so the list begins 1, 1, 2, 3, ...).\n\n1) First 30 Fibonacci numbers:\n[1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233, 377, 610, 987, 1597, 2584, 4181, 6765, 10946, 17711, 28657, 46368, 75025, 121393, 196418, 317811, 514229, 832040]\n\n2) Ratios F(n+1)/F(n) and convergence to phi:\nI printed the ratio for n = 1..29 (showing F(n), F(n+1), the ratio, and |ratio - phi|). The ratios converge to phi = (1 + sqrt(5)) / 2 ≈ 1.618033988750. Example values (ratio, |difference|):\n- n=1: ratio = 1.000000000000, |diff| = 0.618033988750\n- n=5: ratio = 1.600000000000, |diff| = 0.018033988750\n- n=10: ratio = 1.618181818182, |diff| = 0.000147829432\n- n=20: ratio = 1.618033998522, |diff| = 0.000000009772\n- n=29: ratio = 1.618033988748, |diff| = 0.000000000002\n\nThis shows clear convergence toward phi.\n\n3) Fibonacci numbers among the first 30 that are prime:\n[2, 3, 5, 13, 89, 233, 1597, 28657, 514229]\n\n4) Sum of all even Fibonacci numbers in the first 30:\n1089154\n\n5) Verification of the identity sum_{k=1..n} F(k) = F(n+2) - 1 for n = 10, 20, 30:\n- n = 10: sum = 143, F(12) - 1 = 143 -> holds: True\n- n = 20: sum = 17710, F(22) - 1 = 17710 -> holds: True\n- n = 30: sum = 2178308, F(32) - 1 = 2178308 -> holds: True\n\nThe full Python code used and the exact printed outputs are included above. If you want the code saved to a file (e.g., .py) or want me to run variants (different Fibonacci start values, more terms, or additional visualizations), tell me and I'll produce them."
}
],
"role": "assistant"
}
],
"parallel_tool_calls": true,
"presence_penalty": 0.0,
"previous_response_id": null,
"prompt_cache_key": null,
"prompt_cache_retention": null,
"reasoning": {
"effort": "medium",
"summary": null
},
"safety_identifier": null,
"service_tier": "default",
"store": true,
"temperature": 1.0,
"text": {
"format": {
"type": "text"
},
"verbosity": "medium"
},
"tool_choice": "auto",
"tools": [
{
"type": "code_interpreter",
"container": {
"type": "auto"
}
}
],
"top_logprobs": 0,
"top_p": 1.0,
"truncation": "disabled",
"usage": {
"input_tokens": 5001,
"input_tokens_details": {
"cached_tokens": 0
},
"output_tokens": 2856,
"output_tokens_details": {
"reasoning_tokens": 1280
},
"total_tokens": 7857
},
"user": null,
"metadata": {}
};
public function main() returns error? {
Response r = check jsondata:parseAsType(v);
io:println("Parsed response object: ", r);
}
error: required field 'encrypted_content' not present in JSON
Proposed Solution
Fix the bug in the parseAsType to allow parsing union types
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