code2code-trans.ipynb

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  {
   "cell_type": "markdown",
   "id": "e540f709-7008-4f6a-a447-a3353bbfaf87",
   "metadata": {},
   "source": [
    "# Common Constants"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "156a324c-8161-4e71-b35b-d1da32301b9e",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "from run_battery import BatteryRunner, BatteryConfigs\n",
    "\n",
    "runner = BatteryRunner.of(BatteryConfigs.Code2Code)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c3592d92-e7d3-485a-bfb2-921e8c323055",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loaded 100 cases!\n"
     ]
    }
   ],
   "source": [
    "runner.load_cases()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "be41b613-acfa-4ad9-99a5-778a0555b12e",
   "metadata": {},
   "outputs": [],
   "source": [
    "from model_wrapper import ModelFamily"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6ce2583a-0537-498a-a2f7-fa7a183fd61f",
   "metadata": {
    "jp-MarkdownHeadingCollapsed": true
   },
   "source": [
    "# Generate Output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "120a72c3-76fd-4060-aa8b-c8a4a5e8ecf0",
   "metadata": {},
   "outputs": [
    {
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       "HTML(value=\"<h1 style='font-weight: bold; border-bottom: 1px solid;'>Testing prompt index 0</h1>\")"
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "# Testing prompt index 0\n",
      "Prompt to be tested:\n",
      "// original code.java\n",
      "{prompt}\n",
      "// code.cs version of code.java\n",
      "\n"
     ]
    },
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      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 350M (Salesforce/codegen-350M-mu…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 350M (Salesforce/codegen-350M-multi)\n",
      "Opening ./output/code2code-trans/prompt0/codegen1-multi-350M.output...\n",
      "Preparing file for patching...\n"
     ]
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       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
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     "text": [
      "Done, 46ms elapsed.\n"
     ]
    },
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       "model_id": "1efce9703b2a48938167e755678ccc68",
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      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 2B (Salesforce/codegen-2B-multi)…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 2B (Salesforce/codegen-2B-multi)\n",
      "Opening ./output/code2code-trans/prompt0/codegen1-multi-2B.output...\n",
      "Preparing file for patching...\n"
     ]
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       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
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     "text": [
      "Done, 45ms elapsed.\n"
     ]
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      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 6B (Salesforce/codegen-6B-multi)…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 6B (Salesforce/codegen-6B-multi)\n",
      "Opening ./output/code2code-trans/prompt0/codegen1-multi-6B.output...\n",
      "Preparing file for patching...\n"
     ]
    },
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       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
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     "output_type": "display_data"
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     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done, 45ms elapsed.\n"
     ]
    },
    {
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       "model_id": "e826044103ac49b19e8e66c31b9a07d8",
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       "version_minor": 0
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      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 16B (Salesforce/codegen-16B-mult…"
      ]
     },
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     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 16B (Salesforce/codegen-16B-multi)\n",
      "Opening ./output/code2code-trans/prompt0/codegen1-multi-16B.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
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       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
      ]
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     "output_type": "display_data"
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     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done, 52ms elapsed.\n"
     ]
    },
    {
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       "model_id": "86e5aabd640745ad8c4f9b5f5e1facd3",
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       "version_minor": 0
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      "text/plain": [
       "HTML(value=\"<h1 style='font-weight: bold; border-bottom: 1px solid;'>Testing prompt index 1</h1>\")"
      ]
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "# Testing prompt index 1\n",
      "Prompt to be tested:\n",
      "// code.java\n",
      "{prompt}\n",
      "// code.cs\n",
      "\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "52416395cf6442a79a5a37ebee2225fa",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 350M (Salesforce/codegen-350M-mu…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 350M (Salesforce/codegen-350M-multi)\n",
      "Opening ./output/code2code-trans/prompt1/codegen1-multi-350M.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
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     "text": [
      "Done, 44ms elapsed.\n"
     ]
    },
    {
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       "model_id": "1dfb510754d342338091ee20e56679a1",
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       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 2B (Salesforce/codegen-2B-multi)…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 2B (Salesforce/codegen-2B-multi)\n",
      "Opening ./output/code2code-trans/prompt1/codegen1-multi-2B.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
     "data": {
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       "model_id": "b3c2cf095f654d2b98aff96ecae81c93",
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       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
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     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Regenerating empty test case index 4 for 'public DeleteDomainEntryResult deleteDomainEntry(DeleteDomainEntryRequest request) {request = beforeClientExecution(request);return executeDeleteDomainEntry(request);}' with prompt '// code.java\\npublic DeleteDomainEntryResult deleteDomainEntry(DeleteDomainEntryRequest request) {request = beforeClientExecution(request);return executeDeleteDomainEntry(request);}\\n// code.cs\\n'...\n",
      "[2024-06-25@21:21:20|model.device] Starting timer.\n",
      "Configuring torch device...\n",
      "Using device: cuda:0 aka cuda:0\n",
      "[2024-06-25@21:21:20|model.device] Time elapsed: 44ms\n",
      "[2024-06-25@21:21:20|model.tokenizer] Starting timer.\n",
      "[2024-06-25@21:21:20|model.tokenizer] Time elapsed: 197ms\n",
      "[2024-06-25@21:21:20|model.model] Starting timer.\n",
      "Obtaining model...\n",
      "[2024-06-25@21:21:31|model.model] Time elapsed: 10s 623ms\n",
      "Patched output: '<|endoftext|>'\n",
      "Regenerating empty test case index 10 for 'public ListIngestionsResult listIngestions(ListIngestionsRequest request) {request = beforeClientExecution(request);return executeListIngestions(request);}' with prompt '// code.java\\npublic ListIngestionsResult listIngestions(ListIngestionsRequest request) {request = beforeClientExecution(request);return executeListIngestions(request);}\\n// code.cs\\n'...\n",
      "Patched output: '<|endoftext|>'\n",
      "Regenerating empty test case index 37 for 'public GetIceServerConfigResult getIceServerConfig(GetIceServerConfigRequest request) {request = beforeClientExecution(request);return executeGetIceServerConfig(request);}' with prompt '// code.java\\npublic GetIceServerConfigResult getIceServerConfig(GetIceServerConfigRequest request) {request = beforeClientExecution(request);return executeGetIceServerConfig(request);}\\n// code.cs\\n'...\n",
      "Patched output: '<|endoftext|>'\n",
      "Regenerating empty test case index 72 for 'public AllocateHostedConnectionResult allocateHostedConnection(AllocateHostedConnectionRequest request) {request = beforeClientExecution(request);return executeAllocateHostedConnection(request);}' with prompt '// code.java\\npublic AllocateHostedConnectionResult allocateHostedConnection(AllocateHostedConnectionRequest request) {request = beforeClientExecution(request);return executeAllocateHostedConnection(request);}\\n// code.cs\\n'...\n",
      "Patched output: '<|endoftext|>'\n",
      "Regenerating empty test case index 76 for 'public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++] = byte2 & 63;}}' with prompt '// code.java\\npublic void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++] = byte2 & 63;}}\\n// code.cs\\n'...\n",
      "Patched output: '<|endoftext|>'\n",
      "Regenerating empty test case index 81 for 'public DescribeVoicesResult describeVoices(DescribeVoicesRequest request) {request = beforeClientExecution(request);return executeDescribeVoices(request);}' with prompt '// code.java\\npublic DescribeVoicesResult describeVoices(DescribeVoicesRequest request) {request = beforeClientExecution(request);return executeDescribeVoices(request);}\\n// code.cs\\n'...\n",
      "Patched output: '<|endoftext|>'\n",
      "Regenerating empty test case index 82 for 'public ListMonitoringExecutionsResult listMonitoringExecutions(ListMonitoringExecutionsRequest request) {request = beforeClientExecution(request);return executeListMonitoringExecutions(request);}' with prompt '// code.java\\npublic ListMonitoringExecutionsResult listMonitoringExecutions(ListMonitoringExecutionsRequest request) {request = beforeClientExecution(request);return executeListMonitoringExecutions(request);}\\n// code.cs\\n'...\n",
      "Patched output: '<|endoftext|>'\n",
      "Regenerating empty test case index 86 for 'public DeleteSmsChannelResult deleteSmsChannel(DeleteSmsChannelRequest request) {request = beforeClientExecution(request);return executeDeleteSmsChannel(request);}' with prompt '// code.java\\npublic DeleteSmsChannelResult deleteSmsChannel(DeleteSmsChannelRequest request) {request = beforeClientExecution(request);return executeDeleteSmsChannel(request);}\\n// code.cs\\n'...\n",
      "Patched output: '<|endoftext|>'\n",
      "Regenerating empty test case index 94 for 'public PutVoiceConnectorStreamingConfigurationResult putVoiceConnectorStreamingConfiguration(PutVoiceConnectorStreamingConfigurationRequest request) {request = beforeClientExecution(request);return executePutVoiceConnectorStreamingConfiguration(request);}' with prompt '// code.java\\npublic PutVoiceConnectorStreamingConfigurationResult putVoiceConnectorStreamingConfiguration(PutVoiceConnectorStreamingConfigurationRequest request) {request = beforeClientExecution(request);return executePutVoiceConnectorStreamingConfiguration(request);}\\n// code.cs\\n'...\n",
      "Patched output: '<|endoftext|>'\n",
      "Regenerating empty test case index 98 for 'public CreateWorkspacesResult createWorkspaces(CreateWorkspacesRequest request) {request = beforeClientExecution(request);return executeCreateWorkspaces(request);}' with prompt '// code.java\\npublic CreateWorkspacesResult createWorkspaces(CreateWorkspacesRequest request) {request = beforeClientExecution(request);return executeCreateWorkspaces(request);}\\n// code.cs\\n'...\n",
      "Patched output: '<|endoftext|>'\n",
      "Done, 12s 449ms elapsed.\n"
     ]
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       "version_minor": 0
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      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 6B (Salesforce/codegen-6B-multi)…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 6B (Salesforce/codegen-6B-multi)\n",
      "Opening ./output/code2code-trans/prompt1/codegen1-multi-6B.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
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      "text/plain": [
       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
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     },
     "metadata": {},
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done, 38ms elapsed.\n"
     ]
    },
    {
     "data": {
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       "model_id": "f68e1eb6377945b8a08ff3d51cbc2f22",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 16B (Salesforce/codegen-16B-mult…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 16B (Salesforce/codegen-16B-multi)\n",
      "Opening ./output/code2code-trans/prompt1/codegen1-multi-16B.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
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       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
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     "metadata": {},
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done, 40ms elapsed.\n"
     ]
    },
    {
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       "model_id": "a92e0fb3d8fb44749b28f7e397a6e01a",
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      "text/plain": [
       "HTML(value=\"<h1 style='font-weight: bold; border-bottom: 1px solid;'>Testing prompt index 2</h1>\")"
      ]
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    {
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     "text": [
      "# Testing prompt index 2\n",
      "Prompt to be tested:\n",
      "// This code is written in Java. Reproduce the same exact code in C#.\n",
      "{prompt}\n",
      "\n"
     ]
    },
    {
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       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 350M (Salesforce/codegen-350M-mu…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 350M (Salesforce/codegen-350M-multi)\n",
      "Opening ./output/code2code-trans/prompt2/codegen1-multi-350M.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
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      "text/plain": [
       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
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     },
     "metadata": {},
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done, 39ms elapsed.\n"
     ]
    },
    {
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      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 2B (Salesforce/codegen-2B-multi)…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 2B (Salesforce/codegen-2B-multi)\n",
      "Opening ./output/code2code-trans/prompt2/codegen1-multi-2B.output...\n",
      "Preparing file for patching...\n"
     ]
    },
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     "output_type": "stream",
     "text": [
      "Regenerating empty test case index 76 for 'public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++] = byte2 & 63;}}' with prompt '// This code is written in Java. Reproduce the same exact code in C#.\\npublic void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++] = byte2 & 63;}}\\n'...\n",
      "[2024-06-25@21:21:33|model.device] Starting timer.\n",
      "Configuring torch device...\n",
      "Using device: cuda:0 aka cuda:0\n",
      "[2024-06-25@21:21:33|model.device] Time elapsed: ~0s\n",
      "[2024-06-25@21:21:33|model.tokenizer] Starting timer.\n",
      "[2024-06-25@21:21:33|model.tokenizer] Time elapsed: 124ms\n",
      "[2024-06-25@21:21:33|model.model] Starting timer.\n",
      "Obtaining model...\n",
      "[2024-06-25@21:21:41|model.model] Time elapsed: 8s 182ms\n",
      "Patched output: '<|endoftext|>'\n",
      "Done, 8s 517ms elapsed.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "dd32ab253f59443cae0bd5009ca45cdf",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 6B (Salesforce/codegen-6B-multi)…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 6B (Salesforce/codegen-6B-multi)\n",
      "Opening ./output/code2code-trans/prompt2/codegen1-multi-6B.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "ac8c0e9411bd407c8f89cca33ba50d07",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Regenerating empty test case index 10 for 'public ListIngestionsResult listIngestions(ListIngestionsRequest request) {request = beforeClientExecution(request);return executeListIngestions(request);}' with prompt '// This code is written in Java. Reproduce the same exact code in C#.\\npublic ListIngestionsResult listIngestions(ListIngestionsRequest request) {request = beforeClientExecution(request);return executeListIngestions(request);}\\n'...\n",
      "[2024-06-25@21:21:42|model.device] Starting timer.\n",
      "Configuring torch device...\n",
      "Using device: cuda:0 aka cuda:0\n",
      "[2024-06-25@21:21:42|model.device] Time elapsed: ~0s\n",
      "[2024-06-25@21:21:42|model.tokenizer] Starting timer.\n",
      "[2024-06-25@21:21:42|model.tokenizer] Time elapsed: 121ms\n",
      "[2024-06-25@21:21:42|model.model] Starting timer.\n",
      "Obtaining model...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:Some parameters are on the meta device device because they were offloaded to the cpu.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2024-06-25@21:22:01|model.model] Time elapsed: 18s 898ms\n",
      "Patched output: ''\n",
      "Regenerating empty test case index 12 for 'public GetShardIteratorResult getShardIterator(GetShardIteratorRequest request) {request = beforeClientExecution(request);return executeGetShardIterator(request);}' with prompt '// This code is written in Java. Reproduce the same exact code in C#.\\npublic GetShardIteratorResult getShardIterator(GetShardIteratorRequest request) {request = beforeClientExecution(request);return executeGetShardIterator(request);}\\n'...\n",
      "Patched output: ''\n",
      "Regenerating empty test case index 31 for 'public GetDashboardResult getDashboard(GetDashboardRequest request) {request = beforeClientExecution(request);return executeGetDashboard(request);}' with prompt '// This code is written in Java. Reproduce the same exact code in C#.\\npublic GetDashboardResult getDashboard(GetDashboardRequest request) {request = beforeClientExecution(request);return executeGetDashboard(request);}\\n'...\n",
      "Patched output: ''\n",
      "Regenerating empty test case index 34 for 'public static String quote(String string) {StringBuilder sb = new StringBuilder();sb.append(\"\\\\\\\\Q\");int apos = 0;int k;while ((k = string.indexOf(\"\\\\\\\\E\", apos)) >= 0) {sb.append(string.substring(apos, k + 2)).append(\"\\\\\\\\\\\\\\\\E\\\\\\\\Q\");apos = k + 2;}return sb.append(string.substring(apos)).append(\"\\\\\\\\E\").toString();}' with prompt '// This code is written in Java. Reproduce the same exact code in C#.\\npublic static String quote(String string) {StringBuilder sb = new StringBuilder();sb.append(\"\\\\\\\\Q\");int apos = 0;int k;while ((k = string.indexOf(\"\\\\\\\\E\", apos)) >= 0) {sb.append(string.substring(apos, k + 2)).append(\"\\\\\\\\\\\\\\\\E\\\\\\\\Q\");apos = k + 2;}return sb.append(string.substring(apos)).append(\"\\\\\\\\E\").toString();}\\n'...\n",
      "Patched output: '<|endoftext|>'\n",
      "Regenerating empty test case index 41 for 'public UpdateConfigurationSetSendingEnabledResult updateConfigurationSetSendingEnabled(UpdateConfigurationSetSendingEnabledRequest request) {request = beforeClientExecution(request);return executeUpdateConfigurationSetSendingEnabled(request);}' with prompt '// This code is written in Java. Reproduce the same exact code in C#.\\npublic UpdateConfigurationSetSendingEnabledResult updateConfigurationSetSendingEnabled(UpdateConfigurationSetSendingEnabledRequest request) {request = beforeClientExecution(request);return executeUpdateConfigurationSetSendingEnabled(request);}\\n'...\n",
      "Patched output: ''\n",
      "Regenerating empty test case index 52 for 'public GetGatewayResponsesResult getGatewayResponses(GetGatewayResponsesRequest request) {request = beforeClientExecution(request);return executeGetGatewayResponses(request);}' with prompt '// This code is written in Java. Reproduce the same exact code in C#.\\npublic GetGatewayResponsesResult getGatewayResponses(GetGatewayResponsesRequest request) {request = beforeClientExecution(request);return executeGetGatewayResponses(request);}\\n'...\n",
      "Patched output: ''\n",
      "Regenerating empty test case index 71 for 'public MergeShardsResult mergeShards(MergeShardsRequest request) {request = beforeClientExecution(request);return executeMergeShards(request);}' with prompt '// This code is written in Java. Reproduce the same exact code in C#.\\npublic MergeShardsResult mergeShards(MergeShardsRequest request) {request = beforeClientExecution(request);return executeMergeShards(request);}\\n'...\n",
      "Patched output: ''\n",
      "Regenerating empty test case index 72 for 'public AllocateHostedConnectionResult allocateHostedConnection(AllocateHostedConnectionRequest request) {request = beforeClientExecution(request);return executeAllocateHostedConnection(request);}' with prompt '// This code is written in Java. Reproduce the same exact code in C#.\\npublic AllocateHostedConnectionResult allocateHostedConnection(AllocateHostedConnectionRequest request) {request = beforeClientExecution(request);return executeAllocateHostedConnection(request);}\\n'...\n",
      "Patched output: ''\n",
      "Regenerating empty test case index 81 for 'public DescribeVoicesResult describeVoices(DescribeVoicesRequest request) {request = beforeClientExecution(request);return executeDescribeVoices(request);}' with prompt '// This code is written in Java. Reproduce the same exact code in C#.\\npublic DescribeVoicesResult describeVoices(DescribeVoicesRequest request) {request = beforeClientExecution(request);return executeDescribeVoices(request);}\\n'...\n",
      "Patched output: ''\n",
      "Done, 5min 58s elapsed.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "72df8984a172433bb3f243513f189cfa",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 16B (Salesforce/codegen-16B-mult…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 16B (Salesforce/codegen-16B-multi)\n",
      "Opening ./output/code2code-trans/prompt2/codegen1-multi-16B.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "9e7934f3f162406e84dc8f901ed6e334",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Regenerating empty test case index 77 for 'public String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new IllegalArgumentException();String[] elements;if (\"file\".equals(scheme) || LOCAL_FILE.matcher(s).matches()) elements = s.split(\"[\\\\\\\\\" + File.separatorChar + \"/]\"); elseelements = s.split(\"/+\"); if (elements.length == 0)throw new IllegalArgumentException();String result = elements[elements.length - 1];if (Constants.DOT_GIT.equals(result))result = elements[elements.length - 2];else if (result.endsWith(Constants.DOT_GIT_EXT))result = result.substring(0, result.length()- Constants.DOT_GIT_EXT.length());return result;}' with prompt '// This code is written in Java. Reproduce the same exact code in C#.\\npublic String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new IllegalArgumentException();String[] elements;if (\"file\".equals(scheme) || LOCAL_FILE.matcher(s).matches()) elements = s.split(\"[\\\\\\\\\" + File.separatorChar + \"/]\"); elseelements = s.split(\"/+\"); if (elements.length == 0)throw new IllegalArgumentException();String result = elements[elements.length - 1];if (Constants.DOT_GIT.equals(result))result = elements[elements.length - 2];else if (result.endsWith(Constants.DOT_GIT_EXT))result = result.substring(0, result.length()- Constants.DOT_GIT_EXT.length());return result;}\\n'...\n",
      "[2024-06-25@21:27:41|model.device] Starting timer.\n",
      "Configuring torch device...\n",
      "Using device: cuda:0 aka cuda:0\n",
      "[2024-06-25@21:27:41|model.device] Time elapsed: ~0s\n",
      "[2024-06-25@21:27:41|model.tokenizer] Starting timer.\n",
      "[2024-06-25@21:27:41|model.tokenizer] Time elapsed: 212ms\n",
      "[2024-06-25@21:27:41|model.model] Starting timer.\n",
      "Obtaining model...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:Some parameters are on the meta device device because they were offloaded to the cpu.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2024-06-25@21:30:57|model.model] Time elapsed: 3min 15s\n",
      "Patched output: '<|endoftext|>'\n",
      "Done, 3min 21s elapsed.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "f345679d0af446399c20bc26336cde47",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h1 style='font-weight: bold; border-bottom: 1px solid;'>Testing prompt index 3</h1>\")"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "# Testing prompt index 3\n",
      "Prompt to be tested:\n",
      "// original code.java\n",
      "{prompt}\n",
      "\n",
      "// code.cs version of code.java\n",
      "\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "6f51b090e11840a7b484f5a713707335",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 350M (Salesforce/codegen-350M-mu…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 350M (Salesforce/codegen-350M-multi)\n",
      "Opening ./output/code2code-trans/prompt3/codegen1-multi-350M.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b265d673b09842f5bfbf285c7c7703c2",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Regenerating empty test case index 1 for 'public void addAll(BlockList<T> src) {if (src.size == 0)return;int srcDirIdx = 0;for (; srcDirIdx < src.tailDirIdx; srcDirIdx++)addAll(src.directory[srcDirIdx], 0, BLOCK_SIZE);if (src.tailBlkIdx != 0)addAll(src.tailBlock, 0, src.tailBlkIdx);}' with prompt '// original code.java\\npublic void addAll(BlockList<T> src) {if (src.size == 0)return;int srcDirIdx = 0;for (; srcDirIdx < src.tailDirIdx; srcDirIdx++)addAll(src.directory[srcDirIdx], 0, BLOCK_SIZE);if (src.tailBlkIdx != 0)addAll(src.tailBlock, 0, src.tailBlkIdx);}\\n\\n// code.cs version of code.java\\n'...\n",
      "[2024-06-25@21:31:04|model.device] Starting timer.\n",
      "Configuring torch device...\n",
      "Using device: cuda:0 aka cuda:0\n",
      "[2024-06-25@21:31:04|model.device] Time elapsed: ~0s\n",
      "[2024-06-25@21:31:04|model.tokenizer] Starting timer.\n",
      "[2024-06-25@21:31:05|model.tokenizer] Time elapsed: 183ms\n",
      "[2024-06-25@21:31:05|model.model] Starting timer.\n",
      "Obtaining model...\n",
      "[2024-06-25@21:31:10|model.model] Time elapsed: 4s 912ms\n",
      "Patched output: 'public void addAll(int srcDirIdx, int srcBlkIdx, int srcBlkSize) {if (srcBlkSize == 0)return;int srcDirIdx2 = 0;for (; srcDirpublic void addAll(int srcDirIdx, int srcBlkIdx, int srcBlkSize) {if (srcBlkSize == 0)return;int srcDirIdx2 = 0;for (; srcDirIdx2 < srcDirIdx; srcDirIdx2++)addAll(src.directory[srcDirIdx2], 0, srcBlkSize);if (srcBlkIdx!= 0)addAll(src.block[srcBlkIdx], 0, srcBlkSize);}'\n",
      "Regenerating empty test case index 2 for 'public void writeByte(byte b) {if (upto == blockSize) {if (currentBlock != null) {addBlock(currentBlock);}currentBlock = new byte[blockSize];upto = 0;}currentBlock[upto++] = b;}' with prompt '// original code.java\\npublic void writeByte(byte b) {if (upto == blockSize) {if (currentBlock != null) {addBlock(currentBlock);}currentBlock = new byte[blockSize];upto = 0;}currentBlock[upto++] = b;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void writeShort(short s) {if (upto == blockSize) {if (currentBlock!= null) {addBlock(currentBlock);}currentBlock = new short[blockSize];upto = 0;}currentBlock[upto++] = s;}'\n",
      "Regenerating empty test case index 5 for 'public long ramBytesUsed() {return ((termOffsets!=null)? termOffsets.ramBytesUsed() : 0) +((termsDictOffsets!=null)? termsDictOffsets.ramBytesUsed() : 0);}' with prompt '// original code.java\\npublic long ramBytesUsed() {return ((termOffsets!=null)? termOffsets.ramBytesUsed() : 0) +((termsDictOffsets!=null)? termsDictOffsets.ramBytesUsed() : 0);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public long ramBytesUsed() {return ((termOffsets!=null)? termOffsets.ramBytesUsed() : 0) +((termsDictOffsets!=null)? termsDictOffsets.ramBytesUsed() : 0);}'\n",
      "Regenerating empty test case index 6 for 'public final String getFullMessage() {byte[] raw = buffer;int msgB = RawParseUtils.tagMessage(raw, 0);if (msgB < 0) {return \"\"; }return RawParseUtils.decode(guessEncoding(), raw, msgB, raw.length);}' with prompt '// original code.java\\npublic final String getFullMessage() {byte[] raw = buffer;int msgB = RawParseUtils.tagMessage(raw, 0);if (msgB < 0) {return \"\"; }return RawParseUtils.decode(guessEncoding(), raw, msgB, raw.length);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public final String getFullMessage(int offset) {byte[] raw = buffer;int msgB = RawParseUtils.tagMessage(raw, offset);if (msgB < 0) {return \"\"; }return RawParseUtils.decode(guessEncoding(), raw, msgB, raw.length);}'\n",
      "Regenerating empty test case index 7 for 'public POIFSFileSystem() {this(true);_header.setBATCount(1);_header.setBATArray(new int[]{1});BATBlock bb = BATBlock.createEmptyBATBlock(bigBlockSize, false);bb.setOurBlockIndex(1);_bat_blocks.add(bb);setNextBlock(0, POIFSConstants.END_OF_CHAIN);setNextBlock(1, POIFSConstants.FAT_SECTOR_BLOCK);_property_table.setStartBlock(0);}' with prompt '// original code.java\\npublic POIFSFileSystem() {this(true);_header.setBATCount(1);_header.setBATArray(new int[]{1});BATBlock bb = BATBlock.createEmptyBATBlock(bigBlockSize, false);bb.setOurBlockIndex(1);_bat_blocks.add(bb);setNextBlock(0, POIFSConstants.END_OF_CHAIN);setNextBlock(1, POIFSConstants.FAT_SECTOR_BLOCK);_property_table.setStartBlock(0);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public POIFSFileSystem(boolean b) {this(b, true);_header.setBATCount(1);_header.setBATArray(new int[]{1});BATBlock bb = BATBlock.createEmptypublic POIFSFileSystem(boolean b) {this(b, true);_header.setBATCount(1);_header.setBATArray(new int[]{1});BATBlock bb = BATBlock.createEmptyBATBlock(bigBlockSize, false);bb.setOurBlockIndex(1);_bat_blocks.add(bb);setNextBlock(0, POIFSConstants.END_OF_CHAIN);setNextBlock(1, POIFSConstants.FAT_SECTOR_BLOCK);_property_table.setStartBlock(0);}'\n",
      "Regenerating empty test case index 8 for 'public void init(int address) {slice = pool.buffers[address >> ByteBlockPool.BYTE_BLOCK_SHIFT];assert slice != null;upto = address & ByteBlockPool.BYTE_BLOCK_MASK;offset0 = address;assert upto < slice.length;}' with prompt '// original code.java\\npublic void init(int address) {slice = pool.buffers[address >> ByteBlockPool.BYTE_BLOCK_SHIFT];assert slice != null;upto = address & ByteBlockPool.BYTE_BLOCK_MASK;offset0 = address;assert upto < slice.length;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void init(int address, int size) {slice = pool.buffers[address >> ByteBlockPool.BYTE_BLOCK_SHIFT];assert slice!= null;upto = address & ByteBlockPool.BYTE_BLOCK_MASK;offset0 = address;assert upto < slice.length;}'\n",
      "Regenerating empty test case index 14 for 'public boolean ready() throws IOException {synchronized (lock) {if (in == null) {throw new IOException(\"InputStreamReader is closed\");}try {return bytes.hasRemaining() || in.available() > 0;} catch (IOException e) {return false;}}}' with prompt '// original code.java\\npublic boolean ready() throws IOException {synchronized (lock) {if (in == null) {throw new IOException(\"InputStreamReader is closed\");}try {return bytes.hasRemaining() || in.available() > 0;} catch (IOException e) {return false;}}}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public int read() throws IOException {synchronized (lock) {if (in == null) {throw new IOException(\"InputStreamReader is closed\");}try {return in.read();} catch (IOException e) {return -1;}}}}'\n",
      "Regenerating empty test case index 16 for 'public synchronized int read(byte[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, length);if (length == 0) {return 0;}int copylen = count - pos < length ? count - pos : length;for (int i = 0; i < copylen; i++) {buffer[offset + i] = (byte) this.buffer.charAt(pos + i);}pos += copylen;return copylen;}' with prompt '// original code.java\\npublic synchronized int read(byte[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, length);if (length == 0) {return 0;}int copylen = count - pos < length ? count - pos : length;for (int i = 0; i < copylen; i++) {buffer[offset + i] = (byte) this.buffer.charAt(pos + i);}pos += copylen;return copylen;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public synchronized int read(char[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, lengthpublic synchronized int read(char[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, length);if (length == 0) {return 0;}int copylen = count - pos < length? count - pos : length;for (int i = 0; i < copylen; i++) {buffer[offset + i] = (char) this.buffer.charAt(pos + i);}pos += copylen;return copylen;}'\n",
      "Regenerating empty test case index 21 for 'public final void readBytes(byte[] b, int offset, int len, boolean useBuffer) throws IOException {int available = bufferLength - bufferPosition;if(len <= available){if(len>0) System.arraycopy(buffer, bufferPosition, b, offset, len);bufferPosition+=len;} else {if(available > 0){System.arraycopy(buffer, bufferPosition, b, offset, available);offset += available;len -= available;bufferPosition += available;}if (useBuffer && len<bufferSize){refill();if(bufferLength<len){System.arraycopy(buffer, 0, b, offset, bufferLength);throw new EOFException(\"read past EOF: \" + this);} else {System.arraycopy(buffer, 0, b, offset, len);bufferPosition=len;}} else {long after = bufferStart+bufferPosition+len;if(after > length())throw new EOFException(\"read past EOF: \" + this);readInternal(b, offset, len);bufferStart = after;bufferPosition = 0;bufferLength = 0;                    }}}' with prompt '// original code.java\\npublic final void readBytes(byte[] b, int offset, int len, boolean useBuffer) throws IOException {int available = bufferLength - bufferPosition;if(len <= available){if(len>0) System.arraycopy(buffer, bufferPosition, b, offset, len);bufferPosition+=len;} else {if(available > 0){System.arraycopy(buffer, bufferPosition, b, offset, available);offset += available;len -= available;bufferPosition += available;}if (useBuffer && len<bufferSize){refill();if(bufferLength<len){System.arraycopy(buffer, 0, b, offset, bufferLength);throw new EOFException(\"read past EOF: \" + this);} else {System.arraycopy(buffer, 0, b, offset, len);bufferPosition=len;}} else {long after = bufferStart+bufferPosition+len;if(after > length())throw new EOFException(\"read past EOF: \" + this);readInternal(b, offset, len);bufferStart = after;bufferPosition = 0;bufferLength = 0;                    }}}\\n\\n// code.cs version of code.java\\n'...\n",
      "!! max size might be exceeded !!\n",
      "inputs so far: // original code.java\n",
      "public final void readBytes(byte[] b, int offset, int len, boolean useBuffer) throws IOException {int available = bufferLength - bufferPosition;if(len <= available){if(len>0) System.arraycopy(buffer, bufferPosition, b, offset, len);bufferPosition+=len;} else {if(available > 0){System.arraycopy(buffer, bufferPosition, b, offset, available);offset += available;len -= available; [ ... 1762 bytes abbreviated ... ] stem.arraycopy(buffer, 0, b, offset, bufferLength);throw new EOFException(\"read past EOF: \" + this);\n",
      "Patched output: 'public final void readBytes(byte[] b, int offset, int len) throws IOException {int available = bufferLength - bufferPosition;if(len <= available){if(len>0) System.arraycopy(buffer, bufferPositionpublic final void readBytes(byte[] b, int offset, int len) throws IOException {int available = bufferLength - bufferPosition;if(len <= available){if(len>0) System.arraycopy(buffer, bufferPosition, b, offset, len);bufferPosition+=len;} else {if(available > 0){System.arraycopy(buffer, bufferPosition, b, offset, available);offset += available;len -= available;bufferPosition += available;}ifpublic final void readBytes(byte[] b, int offset, int len) throws IOException {int available = bufferLength - bufferPosition;if(len <= available){if(len>0) System.arraycopy(buffer, bufferPositionpublic final void readBytes(byte[] b, int offset, int len) throws IOException {int available = bufferLength - bufferPosition;if(len <= available){if(len>0) System.arraycopy(buffer, bufferPosition, b, offset, len);bufferPosition+=len;} else {if(available > 0){System.arraycopy(buffer, bufferPosition, b, offset, available);offset += available;len -= available;bufferPosition += available;}if (useBuffer && len<bufferSize){refill();if(bufferLength<len){System.arraycopy(buffer, 0, b, offset, bufferLength);throw new EOFException(\"read past EOF: \" + this);'\n",
      "Regenerating empty test case index 29 for 'public HSSFPolygon createPolygon(HSSFChildAnchor anchor) {HSSFPolygon shape = new HSSFPolygon(this, anchor);shape.setParent(this);shape.setAnchor(anchor);shapes.add(shape);onCreate(shape);return shape;}' with prompt '// original code.java\\npublic HSSFPolygon createPolygon(HSSFChildAnchor anchor) {HSSFPolygon shape = new HSSFPolygon(this, anchor);shape.setParent(this);shape.setAnchor(anchor);shapes.add(shape);onCreate(shape);return shape;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public HSSFPolygon createPolygon(HSSFChildAnchor anchor, HSSFChildAnchor anchor2) {HSSFPolygon shape = new HSSFPolygon(this, anchor, anchor2);shape.setParent(this);shape.setAnchor(anchor);shapes.add(shape);onCreate(shape);return shape;}'\n",
      "Regenerating empty test case index 33 for 'public void addMultipleBlanks(MulBlankRecord mbr) {for (int j = 0; j < mbr.getNumColumns(); j++) {BlankRecord br = new BlankRecord();br.setColumn(( short ) (j + mbr.getFirstColumn()));br.setRow(mbr.getRow());br.setXFIndex(mbr.getXFAt(j));insertCell(br);}}' with prompt '// original code.java\\npublic void addMultipleBlanks(MulBlankRecord mbr) {for (int j = 0; j < mbr.getNumColumns(); j++) {BlankRecord br = new BlankRecord();br.setColumn(( short ) (j + mbr.getFirstColumn()));br.setRow(mbr.getRow());br.setXFIndex(mbr.getXFAt(j));insertCell(br);}}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void addMultipleBlanks(MulBlankRecord mbr, int row, int col) {for (int j = 0; j < mbr.getNumColumns(); j++) {BlankRecord br = new BlankRecord();br.setColumn(( short ) (j + mbr.getFirstColumn()));br.setRow(row);br.setXFIndex(mbr.getXFAt(j));insertCell(br);}}'\n",
      "Regenerating empty test case index 34 for 'public static String quote(String string) {StringBuilder sb = new StringBuilder();sb.append(\"\\\\\\\\Q\");int apos = 0;int k;while ((k = string.indexOf(\"\\\\\\\\E\", apos)) >= 0) {sb.append(string.substring(apos, k + 2)).append(\"\\\\\\\\\\\\\\\\E\\\\\\\\Q\");apos = k + 2;}return sb.append(string.substring(apos)).append(\"\\\\\\\\E\").toString();}' with prompt '// original code.java\\npublic static String quote(String string) {StringBuilder sb = new StringBuilder();sb.append(\"\\\\\\\\Q\");int apos = 0;int k;while ((k = string.indexOf(\"\\\\\\\\E\", apos)) >= 0) {sb.append(string.substring(apos, k + 2)).append(\"\\\\\\\\\\\\\\\\E\\\\\\\\Q\");apos = k + 2;}return sb.append(string.substring(apos)).append(\"\\\\\\\\E\").toString();}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public static String quote(String string) {StringBuilder sb = new StringBuilder();sb.append(\"\\\\\\\\Q\");int apos = 0;int k;while ((k = string.indexOf(\"\\\\\\\\E\", apos)) >=public static String quote(String string) {StringBuilder sb = new StringBuilder();sb.append(\"\\\\\\\\Q\");int apos = 0;int k;while ((k = string.indexOf(\"\\\\\\\\E\", apos)) >= 0) {sb.append(string.substring(apos, k + 2)).append(\"\\\\\\\\\\\\\\\\E\\\\\\\\Q\");apos = k + 2;}return sb.append(string.substring(apos)).append(\"\\\\\\\\E\").toString();}'\n",
      "Regenerating empty test case index 44 for 'public String toString(){final StringBuilder b = new StringBuilder();final int          l = length();b.append(File.separatorChar);for (int i = 0; i < l; i++){b.append(getComponent(i));if (i < l - 1){b.append(File.separatorChar);}}return b.toString();}' with prompt '// original code.java\\npublic String toString(){final StringBuilder b = new StringBuilder();final int          l = length();b.append(File.separatorChar);for (int i = 0; i < l; i++){b.append(getComponent(i));if (i < l - 1){b.append(File.separatorChar);}}return b.toString();}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public String toString(){final StringBuilder b = new StringBuilder();final int          l = length();b.append(File.separatorChar);for (int i = 0; i < l; i++){b.append(getComponent(i));if (i < l - 1){b.append(File.separatorChar);}}return b.toString();}'\n",
      "Regenerating empty test case index 51 for 'public List<CharsRef> uniqueStems(char word[], int length) {List<CharsRef> stems = stem(word, length);if (stems.size() < 2) {return stems;}CharArraySet terms = new CharArraySet(8, dictionary.ignoreCase);List<CharsRef> deduped = new ArrayList<>();for (CharsRef s : stems) {if (!terms.contains(s)) {deduped.add(s);terms.add(s);}}return deduped;}' with prompt '// original code.java\\npublic List<CharsRef> uniqueStems(char word[], int length) {List<CharsRef> stems = stem(word, length);if (stems.size() < 2) {return stems;}CharArraySet terms = new CharArraySet(8, dictionary.ignoreCase);List<CharsRef> deduped = new ArrayList<>();for (CharsRef s : stems) {if (!terms.contains(s)) {deduped.add(s);terms.add(s);}}return deduped;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public List<CharsRef> uniqueStems(char word[], int length, boolean ignoreCase) {List<CharsRef> stems = stem(word, length, ignoreCase);if (stems.size() < 2)public List<CharsRef> uniqueStems(char word[], int length, boolean ignoreCase) {List<CharsRef> stems = stem(word, length, ignoreCase);if (stems.size() < 2) {return stems;}CharArraySet terms = new CharArraySet(8, dictionary.ignoreCase);List<CharsRef> deduped = new ArrayList<>();for (CharsRef s : stems) {if (!terms.contains(s)) {deduped.add(s);terms.add(s);}}return deduped;}'\n",
      "Regenerating empty test case index 56 for 'public void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte ? 0x01 : 0x00);if (field_5_hasMultibyte) {StringUtil.putUnicodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_author, out);}if (field_7_padding != null) {out.writeByte(field_7_padding.intValue());}}' with prompt '// original code.java\\npublic void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte ? 0x01 : 0x00);if (field_5_hasMultibyte) {StringUtil.putUnicodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_author, out);}if (field_7_padding != null) {out.writeByte(field_7_padding.intValue());}}\\n\\n// code.cs version of code.java\\n'...\n",
      "!! max size might be exceeded !!\n",
      "inputs so far: // original code.java\n",
      "public void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte? 0x01 : 0x00);if (field_5_hasMultibyte) {StringUtil.putUnicodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_auth [ ... 970 bytes abbreviated ... ] codeLE(in);} else {field_6_author = StringUtil.getCompressedUnicode(in);}if (field_7_padding!= null)\n",
      "Patched output: 'public void deserialize(LittleEndianInput in) {field_1_row = in.readShort();field_2_col = in.readShort();field_3_flags = in.readShort();field_4_public void deserialize(LittleEndianInput in) {field_1_row = in.readShort();field_2_col = in.readShort();field_3_flags = in.readShort();field_4_shapeid = in.readShort();field_6_author.length();field_5_hasMultibyte = in.readByte()==0x01;if (field_5_hasMultibyte) {fieldpublic void deserialize(LittleEndianInput in) {field_1_row = in.readShort();field_2_col = in.readShort();field_3_flags = in.readShort();field_4_public void deserialize(LittleEndianInput in) {field_1_row = in.readShort();field_2_col = in.readShort();field_3_flags = in.readShort();field_4_shapeid = in.readShort();field_6_author.length();field_5_hasMultibyte = in.readByte()==0x01;if (field_5_hasMultibyte) {field_6_author = StringUtil.getUnicodeLE(in);} else {field_6_author = StringUtil.getCompressedUnicode(in);}if (field_7_padding!= null)'\n",
      "Regenerating empty test case index 68 for 'public CreateRepoRequest() {super(\"cr\", \"2016-06-07\", \"CreateRepo\", \"cr\");setUriPattern(\"/repos\");setMethod(MethodType.PUT);}' with prompt '// original code.java\\npublic CreateRepoRequest() {super(\"cr\", \"2016-06-07\", \"CreateRepo\", \"cr\");setUriPattern(\"/repos\");setMethod(MethodType.PUT);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public CreateRepoRequest(String name, String description, String url, String username, String password) {super(\"cr\", name, description, url, username, password);setUriPattern(\"/repos\");setMethod(MethodType.POST);}'\n",
      "Regenerating empty test case index 70 for 'public void remove() {if (expectedModCount == list.modCount) {if (lastLink != null) {Link<ET> next = lastLink.next;Link<ET> previous = lastLink.previous;next.previous = previous;previous.next = next;if (lastLink == link) {pos--;}link = previous;lastLink = null;expectedModCount++;list.size--;list.modCount++;} else {throw new IllegalStateException();}} else {throw new ConcurrentModificationException();}}' with prompt '// original code.java\\npublic void remove() {if (expectedModCount == list.modCount) {if (lastLink != null) {Link<ET> next = lastLink.next;Link<ET> previous = lastLink.previous;next.previous = previous;previous.next = next;if (lastLink == link) {pos--;}link = previous;lastLink = null;expectedModCount++;list.size--;list.modCount++;} else {throw new IllegalStateException();}} else {throw new ConcurrentModificationException();}}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public boolean add(ET e) {if (expectedModCount == list.modCount) {if (lastLink!= null) {Link<ET> next = lastLink.next;Link<ET> previous = lastLink.previouspublic boolean add(ET e) {if (expectedModCount == list.modCount) {if (lastLink!= null) {Link<ET> next = lastLink.next;Link<ET> previous = lastLink.previous;next.previous = previous;previous.next = next;if (lastLink == link) {pos++;;}link = previous;lastLink = null;expectedModCount++;list.size++;list.modCount++;}} else {throw new ConcurrentModificationException();}} else {throw new ConcurrentModificationException();}} else {throw new ConcurrentModificationException();}}'\n",
      "Regenerating empty test case index 76 for 'public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++] = byte2 & 63;}}' with prompt '// original code.java\\npublic void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++] = byte2 & 63;}}\\n\\n// code.cs version of code.java\\n'...\n",
      "!! max size might be exceeded !!\n",
      "inputs so far: // original code.java\n",
      "public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & [ ... 1187 bytes abbreviated ... ] sOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++\n",
      "Patched output: 'public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++]public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) |public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++]public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++'\n",
      "Regenerating empty test case index 80 for 'public CreateVpnConnectionResult createVpnConnection(CreateVpnConnectionRequest request) {request = beforeClientExecution(request);return executeCreateVpnConnection(request);}' with prompt '// original code.java\\npublic CreateVpnConnectionResult createVpnConnection(CreateVpnConnectionRequest request) {request = beforeClientExecution(request);return executeCreateVpnConnection(request);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: '// all methods that have the \"execute\" annotation are considered part of the \"code\" cs version'\n",
      "Regenerating empty test case index 82 for 'public ListMonitoringExecutionsResult listMonitoringExecutions(ListMonitoringExecutionsRequest request) {request = beforeClientExecution(request);return executeListMonitoringExecutions(request);}' with prompt '// original code.java\\npublic ListMonitoringExecutionsResult listMonitoringExecutions(ListMonitoringExecutionsRequest request) {request = beforeClientExecution(request);return executeListMonitoringExecutions(request);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public static com.amazonaws.services.elasticfilesystem.model.ListMonitoringExecutionsResult executeListMonitoringExecutions(com.amazonaws.services.elasticfilesystem.model.ListMonitoringExecutionsRequest request) {'\n",
      "Regenerating empty test case index 96 for 'public String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));symbol = Utils.escapeWhitespace(symbol, false);}return String.format(Locale.getDefault(), \"%s(\\'%s\\')\", LexerNoViableAltException.class.getSimpleName(), symbol);}' with prompt '// original code.java\\npublic String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));symbol = Utils.escapeWhitespace(symbol, false);}return String.format(Locale.getDefault(), \"%s(\\'%s\\')\", LexerNoViableAltException.class.getSimpleName(), symbol);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));sypublic String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));symbol = Utils.escapeWhitespace(symbol, false);}return String.format(Locale.getDefault(), \"%s(\\'%s\\')\", LexerNoViableAltException.class.getSimpleName(), symbol);}'\n",
      "Done, 1min 46s elapsed.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "d2cea8e9c7904b559f450186cf48bbb1",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 2B (Salesforce/codegen-2B-multi)…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 2B (Salesforce/codegen-2B-multi)\n",
      "Opening ./output/code2code-trans/prompt3/codegen1-multi-2B.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "fcce11ac0bca425ca4f4b012103076b6",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Regenerating empty test case index 1 for 'public void addAll(BlockList<T> src) {if (src.size == 0)return;int srcDirIdx = 0;for (; srcDirIdx < src.tailDirIdx; srcDirIdx++)addAll(src.directory[srcDirIdx], 0, BLOCK_SIZE);if (src.tailBlkIdx != 0)addAll(src.tailBlock, 0, src.tailBlkIdx);}' with prompt '// original code.java\\npublic void addAll(BlockList<T> src) {if (src.size == 0)return;int srcDirIdx = 0;for (; srcDirIdx < src.tailDirIdx; srcDirIdx++)addAll(src.directory[srcDirIdx], 0, BLOCK_SIZE);if (src.tailBlkIdx != 0)addAll(src.tailBlock, 0, src.tailBlkIdx);}\\n\\n// code.cs version of code.java\\n'...\n",
      "[2024-06-25@21:32:51|model.device] Starting timer.\n",
      "Configuring torch device...\n",
      "Using device: cuda:0 aka cuda:0\n",
      "[2024-06-25@21:32:51|model.device] Time elapsed: 5ms\n",
      "[2024-06-25@21:32:51|model.tokenizer] Starting timer.\n",
      "[2024-06-25@21:32:51|model.tokenizer] Time elapsed: 170ms\n",
      "[2024-06-25@21:32:51|model.model] Starting timer.\n",
      "Obtaining model...\n",
      "[2024-06-25@21:33:26|model.model] Time elapsed: 35s 313ms\n",
      "Patched output: 'public void addAll(BlockList<T> src, int srcDirIdx, int srcBlkIdx) {if (src.size == 0)return;int srcDirIdx2 = srcDirIdx + 1;public void addAll(BlockList<T> src, int srcDirIdx, int srcBlkIdx) {if (src.size == 0)return;int srcDirIdx2 = srcDirIdx + 1;for (; srcDirIdx2 < src.tailDirIdx; srcDirIdx2++)addAll(src.directory[srcDirIdx2], srcDirIdx, srcBlkIdx);if (src.tailBlkIdx!= 0)addAll(src.tailBlock, srcDirIdx, srcBlkIdx);}}'\n",
      "Regenerating empty test case index 2 for 'public void writeByte(byte b) {if (upto == blockSize) {if (currentBlock != null) {addBlock(currentBlock);}currentBlock = new byte[blockSize];upto = 0;}currentBlock[upto++] = b;}' with prompt '// original code.java\\npublic void writeByte(byte b) {if (upto == blockSize) {if (currentBlock != null) {addBlock(currentBlock);}currentBlock = new byte[blockSize];upto = 0;}currentBlock[upto++] = b;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void writeBytes(String s) {if (upto + s.length() > blockSize) {if (currentBlock!= null) {addBlock(currentBlock);}currentBlock = new byte[blockSize];upto = 0;}'\n",
      "Regenerating empty test case index 6 for 'public final String getFullMessage() {byte[] raw = buffer;int msgB = RawParseUtils.tagMessage(raw, 0);if (msgB < 0) {return \"\"; }return RawParseUtils.decode(guessEncoding(), raw, msgB, raw.length);}' with prompt '// original code.java\\npublic final String getFullMessage() {byte[] raw = buffer;int msgB = RawParseUtils.tagMessage(raw, 0);if (msgB < 0) {return \"\"; }return RawParseUtils.decode(guessEncoding(), raw, msgB, raw.length);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public final String getFullMessage() {byte[] raw = buffer;int msgB = RawParseUtils.tagMessage(raw, 0);if (msgB < 0) {return \"\"; }return RawParseUtils.decode(guessEncoding(), raw, msgB, raw.length);}'\n",
      "Regenerating empty test case index 8 for 'public void init(int address) {slice = pool.buffers[address >> ByteBlockPool.BYTE_BLOCK_SHIFT];assert slice != null;upto = address & ByteBlockPool.BYTE_BLOCK_MASK;offset0 = address;assert upto < slice.length;}' with prompt '// original code.java\\npublic void init(int address) {slice = pool.buffers[address >> ByteBlockPool.BYTE_BLOCK_SHIFT];assert slice != null;upto = address & ByteBlockPool.BYTE_BLOCK_MASK;offset0 = address;assert upto < slice.length;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void init(int address, int length) {slice = pool.buffers[address >> ByteBlockPool.BYTE_BLOCK_SHIFT];assert slice!= null;upto = address + length;offset0 = address;assert upto < slice.length;}'\n",
      "Regenerating empty test case index 13 for 'public ModifyStrategyRequest() {super(\"aegis\", \"2016-11-11\", \"ModifyStrategy\", \"vipaegis\");setMethod(MethodType.POST);}' with prompt '// original code.java\\npublic ModifyStrategyRequest() {super(\"aegis\", \"2016-11-11\", \"ModifyStrategy\", \"vipaegis\");setMethod(MethodType.POST);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public ModifyStrategyRequest(String requestName) {super(requestName, \"aegis\", \"2016-11-11\", \"ModifyStrategy\", \"vipaegis\");setMethod(MethodType.POST);}'\n",
      "Regenerating empty test case index 14 for 'public boolean ready() throws IOException {synchronized (lock) {if (in == null) {throw new IOException(\"InputStreamReader is closed\");}try {return bytes.hasRemaining() || in.available() > 0;} catch (IOException e) {return false;}}}' with prompt '// original code.java\\npublic boolean ready() throws IOException {synchronized (lock) {if (in == null) {throw new IOException(\"InputStreamReader is closed\");}try {return bytes.hasRemaining() || in.available() > 0;} catch (IOException e) {return false;}}}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public boolean ready() throws IOException {synchronized (lock) {if (in == null) {throw new IOException(\"InputStreamReader is closed\");}try {return bytes.hasRemaining() || in.available() > 0;} catch (IOException e) {return false;}}}'\n",
      "Regenerating empty test case index 16 for 'public synchronized int read(byte[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, length);if (length == 0) {return 0;}int copylen = count - pos < length ? count - pos : length;for (int i = 0; i < copylen; i++) {buffer[offset + i] = (byte) this.buffer.charAt(pos + i);}pos += copylen;return copylen;}' with prompt '// original code.java\\npublic synchronized int read(byte[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, length);if (length == 0) {return 0;}int copylen = count - pos < length ? count - pos : length;for (int i = 0; i < copylen; i++) {buffer[offset + i] = (byte) this.buffer.charAt(pos + i);}pos += copylen;return copylen;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public synchronized int read(char[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, lengthpublic synchronized int read(char[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, length);if (length == 0) {return 0;}int copylen = count - pos < length? count - pos : length;for (int i = 0; i < copylen; i++) {buffer[offset + i] = (char) this.buffer.charAt(pos + i);}pos += copylen;return copylen;}'\n",
      "Regenerating empty test case index 29 for 'public HSSFPolygon createPolygon(HSSFChildAnchor anchor) {HSSFPolygon shape = new HSSFPolygon(this, anchor);shape.setParent(this);shape.setAnchor(anchor);shapes.add(shape);onCreate(shape);return shape;}' with prompt '// original code.java\\npublic HSSFPolygon createPolygon(HSSFChildAnchor anchor) {HSSFPolygon shape = new HSSFPolygon(this, anchor);shape.setParent(this);shape.setAnchor(anchor);shapes.add(shape);onCreate(shape);return shape;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public HSSFChildAnchor createAnchor() {HSSFChildAnchor anchor = new HSSFChildAnchor(this);anchor.setParent(this);anchor.setAnchor(new HSSFChildAnchor(this));shapes.add(anchor);onCreate(anchor);return anchor;}'\n",
      "Regenerating empty test case index 33 for 'public void addMultipleBlanks(MulBlankRecord mbr) {for (int j = 0; j < mbr.getNumColumns(); j++) {BlankRecord br = new BlankRecord();br.setColumn(( short ) (j + mbr.getFirstColumn()));br.setRow(mbr.getRow());br.setXFIndex(mbr.getXFAt(j));insertCell(br);}}' with prompt '// original code.java\\npublic void addMultipleBlanks(MulBlankRecord mbr) {for (int j = 0; j < mbr.getNumColumns(); j++) {BlankRecord br = new BlankRecord();br.setColumn(( short ) (j + mbr.getFirstColumn()));br.setRow(mbr.getRow());br.setXFIndex(mbr.getXFAt(j));insertCell(br);}}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void addMultipleBlanks(MulBlankRecord mbr) {for (int j = 0; j < mbr.getNumColumns(); j++) {BlankRecord br = new BlankRecord();br.setColumn(( short ) (j + mbr.getFirstColumn()));br.setRow(mbr.getRow());br.setXFIndex(mbr.getXFAt(j));insertCell(br);}}'\n",
      "Regenerating empty test case index 34 for 'public static String quote(String string) {StringBuilder sb = new StringBuilder();sb.append(\"\\\\\\\\Q\");int apos = 0;int k;while ((k = string.indexOf(\"\\\\\\\\E\", apos)) >= 0) {sb.append(string.substring(apos, k + 2)).append(\"\\\\\\\\\\\\\\\\E\\\\\\\\Q\");apos = k + 2;}return sb.append(string.substring(apos)).append(\"\\\\\\\\E\").toString();}' with prompt '// original code.java\\npublic static String quote(String string) {StringBuilder sb = new StringBuilder();sb.append(\"\\\\\\\\Q\");int apos = 0;int k;while ((k = string.indexOf(\"\\\\\\\\E\", apos)) >= 0) {sb.append(string.substring(apos, k + 2)).append(\"\\\\\\\\\\\\\\\\E\\\\\\\\Q\");apos = k + 2;}return sb.append(string.substring(apos)).append(\"\\\\\\\\E\").toString();}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public static String quote(String string, char quote) {StringBuilder sb = new StringBuilder();sb.append(quote);int apos = 0;int k;while ((k = string.indexOf(quote, apos))public static String quote(String string, char quote) {StringBuilder sb = new StringBuilder();sb.append(quote);int apos = 0;int k;while ((k = string.indexOf(quote, apos)) >= 0) {sb.append(string.substring(apos, k + 1)).append(quote).append(quote);apos = k + 1;}return sb.append(string.substring(apos)).append(quote).toString();}'\n",
      "Regenerating empty test case index 36 for 'public ArrayPtg(Object[][] values2d) {int nColumns = values2d[0].length;int nRows = values2d.length;_nColumns = (short) nColumns;_nRows = (short) nRows;Object[] vv = new Object[_nColumns * _nRows];for (int r=0; r<nRows; r++) {Object[] rowData = values2d[r];for (int c=0; c<nColumns; c++) {vv[getValueIndex(c, r)] = rowData[c];}}_arrayValues = vv;_reserved0Int = 0;_reserved1Short = 0;_reserved2Byte = 0;}' with prompt '// original code.java\\npublic ArrayPtg(Object[][] values2d) {int nColumns = values2d[0].length;int nRows = values2d.length;_nColumns = (short) nColumns;_nRows = (short) nRows;Object[] vv = new Object[_nColumns * _nRows];for (int r=0; r<nRows; r++) {Object[] rowData = values2d[r];for (int c=0; c<nColumns; c++) {vv[getValueIndex(c, r)] = rowData[c];}}_arrayValues = vv;_reserved0Int = 0;_reserved1Short = 0;_reserved2Byte = 0;}\\n\\n// code.cs version of code.java\\n'...\n",
      "!! max size might be exceeded !!\n",
      "inputs so far: // original code.java\n",
      "public ArrayPtg(Object[][] values2d) {int nColumns = values2d[0].length;int nRows = values2d.length;_nColumns = (short) nColumns;_nRows = (short) nRows;Object[] vv = new Object[_nColumns * _nRows];for (int r=0; r<nRows; r++) {Object[] rowData = values2d[r];for (int c=0; c<nColumns; c++) {vv[getValueIndex(c, r)] = rowData[c];}}_arrayValues = vv;_reserved0Int = 0;_reserved1Shor [ ... 798 bytes abbreviated ... ] Values[getValueIndex(c, r)] = rowData[c];}}_reserved0Int = 0;_reserved1Short = 0;_reserved2Byte = 0;\n",
      "Patched output: 'public ArrayPtg(Object[][] values2d, int nColumns, int nRows) {_nColumns = (short) nColumns;_nRows = (short) nRows;_arraypublic ArrayPtg(Object[][] values2d, int nColumns, int nRows) {_nColumns = (short) nColumns;_nRows = (short) nRows;_arrayValues = new Object[_nColumns * _nRows];for (int r=0; r<nRows; r++) {Object[] rowData = values2d[r];for (int c=0; c<public ArrayPtg(Object[][] values2d, int nColumns, int nRows) {_nColumns = (short) nColumns;_nRows = (short) nRows;_arraypublic ArrayPtg(Object[][] values2d, int nColumns, int nRows) {_nColumns = (short) nColumns;_nRows = (short) nRows;_arrayValues = new Object[_nColumns * _nRows];for (int r=0; r<nRows; r++) {Object[] rowData = values2d[r];for (int c=0; c<nColumns; c++) {_arrayValues[getValueIndex(c, r)] = rowData[c];}}_reserved0Int = 0;_reserved1Short = 0;_reserved2Byte = 0;'\n",
      "Regenerating empty test case index 43 for 'public void multiplyByPowerOfTen(int pow10) {TenPower tp = TenPower.getInstance(Math.abs(pow10));if (pow10 < 0) {mulShift(tp._divisor, tp._divisorShift);} else {mulShift(tp._multiplicand, tp._multiplierShift);}}' with prompt '// original code.java\\npublic void multiplyByPowerOfTen(int pow10) {TenPower tp = TenPower.getInstance(Math.abs(pow10));if (pow10 < 0) {mulShift(tp._divisor, tp._divisorShift);} else {mulShift(tp._multiplicand, tp._multiplierShift);}}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void multiplyByPowerOfTen(int pow10, int[] result) {TenPower tp = TenPower.getInstance(Math.abs(pow10));if (pow10 < 0) {mulShift(tp._divisor, tp._divisorShift, result);} else {mulShift(tp._multiplicand, tp._multiplierShift, result);}}'\n",
      "Regenerating empty test case index 44 for 'public String toString(){final StringBuilder b = new StringBuilder();final int          l = length();b.append(File.separatorChar);for (int i = 0; i < l; i++){b.append(getComponent(i));if (i < l - 1){b.append(File.separatorChar);}}return b.toString();}' with prompt '// original code.java\\npublic String toString(){final StringBuilder b = new StringBuilder();final int          l = length();b.append(File.separatorChar);for (int i = 0; i < l; i++){b.append(getComponent(i));if (i < l - 1){b.append(File.separatorChar);}}return b.toString();}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public String toString(){final StringBuilder b = new StringBuilder();final int          l = length();b.append(File.separatorChar);for (int i = 0; i < l; i++){b.append(getComponent(i));if (i < l - 1){b.append(File.separatorChar);}}return b.toString();}'\n",
      "Regenerating empty test case index 45 for 'public InstanceProfileCredentialsProvider withFetcher(ECSMetadataServiceCredentialsFetcher fetcher) {this.fetcher = fetcher;this.fetcher.setRoleName(roleName);return this;}' with prompt '// original code.java\\npublic InstanceProfileCredentialsProvider withFetcher(ECSMetadataServiceCredentialsFetcher fetcher) {this.fetcher = fetcher;this.fetcher.setRoleName(roleName);return this;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public InstanceProfileCredentialsProvider withFetcher(ECSMetadataServiceCredentialsFetcher fetcher, String roleName) {this.fetcher = fetcher;this.fetcher.setRoleName(roleName);return this;}'\n",
      "Regenerating empty test case index 51 for 'public List<CharsRef> uniqueStems(char word[], int length) {List<CharsRef> stems = stem(word, length);if (stems.size() < 2) {return stems;}CharArraySet terms = new CharArraySet(8, dictionary.ignoreCase);List<CharsRef> deduped = new ArrayList<>();for (CharsRef s : stems) {if (!terms.contains(s)) {deduped.add(s);terms.add(s);}}return deduped;}' with prompt '// original code.java\\npublic List<CharsRef> uniqueStems(char word[], int length) {List<CharsRef> stems = stem(word, length);if (stems.size() < 2) {return stems;}CharArraySet terms = new CharArraySet(8, dictionary.ignoreCase);List<CharsRef> deduped = new ArrayList<>();for (CharsRef s : stems) {if (!terms.contains(s)) {deduped.add(s);terms.add(s);}}return deduped;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public List<CharsRef> uniqueStems(char word[], int length, Set<CharsRef> dictionary) {List<CharsRef> stems = stem(word, length);if (stems.size() < 2public List<CharsRef> uniqueStems(char word[], int length, Set<CharsRef> dictionary) {List<CharsRef> stems = stem(word, length);if (stems.size() < 2) {return stems;}CharArraySet terms = new CharArraySet(8, dictionary.ignoreCase);List<CharsRef> deduped = new ArrayList<>();for (CharsRef s : stems) {if (!terms.contains(s)) {deduped.add(s);terms.add(s);}}return deduped;}'\n",
      "Regenerating empty test case index 56 for 'public void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte ? 0x01 : 0x00);if (field_5_hasMultibyte) {StringUtil.putUnicodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_author, out);}if (field_7_padding != null) {out.writeByte(field_7_padding.intValue());}}' with prompt '// original code.java\\npublic void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte ? 0x01 : 0x00);if (field_5_hasMultibyte) {StringUtil.putUnicodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_author, out);}if (field_7_padding != null) {out.writeByte(field_7_padding.intValue());}}\\n\\n// code.cs version of code.java\\n'...\n",
      "!! max size might be exceeded !!\n",
      "inputs so far: // original code.java\n",
      "public void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte? 0x01 : 0x00);if (field_5_hasMultibyte) {StringUtil.putUnicodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_auth [ ... 979 bytes abbreviated ... ] icodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_author, out);}if (field\n",
      "Patched output: 'public void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(public void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte? 0x01 : 0x00);if (field_5_haspublic void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(public void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte? 0x01 : 0x00);if (field_5_hasMultibyte) {StringUtil.putUnicodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_author, out);}if (field'\n",
      "Regenerating empty test case index 66 for 'public Pair(ContentSource oldSource, ContentSource newSource) {this.oldSource = oldSource;this.newSource = newSource;}' with prompt '// original code.java\\npublic Pair(ContentSource oldSource, ContentSource newSource) {this.oldSource = oldSource;this.newSource = newSource;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public Pair(ContentSource oldSource, ContentSource newSource, String oldName, String newName) {this.oldSource = oldSource;this.newSource = newSource;this.oldName = oldName;this.newName = newName;}'\n",
      "Regenerating empty test case index 68 for 'public CreateRepoRequest() {super(\"cr\", \"2016-06-07\", \"CreateRepo\", \"cr\");setUriPattern(\"/repos\");setMethod(MethodType.PUT);}' with prompt '// original code.java\\npublic CreateRepoRequest() {super(\"cr\", \"2016-06-07\", \"CreateRepo\", \"cr\");setUriPattern(\"/repos\");setMethod(MethodType.PUT);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public CreateRepoRequest(String repoName) {super(\"cr\", \"2016-06-07\", \"CreateRepo\", \"cr\");setUriPattern(\"/repos\");setMethod(MethodType.PUT);setRequestHeader(\"Content-Type\", \"application/json\");setRequestBody(\"{\\\\\"repo_name\\\\\":\\\\\"\"+repoName+\"\\\\\"}\");}'\n",
      "Regenerating empty test case index 70 for 'public void remove() {if (expectedModCount == list.modCount) {if (lastLink != null) {Link<ET> next = lastLink.next;Link<ET> previous = lastLink.previous;next.previous = previous;previous.next = next;if (lastLink == link) {pos--;}link = previous;lastLink = null;expectedModCount++;list.size--;list.modCount++;} else {throw new IllegalStateException();}} else {throw new ConcurrentModificationException();}}' with prompt '// original code.java\\npublic void remove() {if (expectedModCount == list.modCount) {if (lastLink != null) {Link<ET> next = lastLink.next;Link<ET> previous = lastLink.previous;next.previous = previous;previous.next = next;if (lastLink == link) {pos--;}link = previous;lastLink = null;expectedModCount++;list.size--;list.modCount++;} else {throw new IllegalStateException();}} else {throw new ConcurrentModificationException();}}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void remove(int index) {if (expectedModCount == list.modCount) {if (index < 0 || index >= list.size) {throw new IndexOutOfBoundsException();}} else {throw new ConcurrentModificationException();}}'\n",
      "Regenerating empty test case index 76 for 'public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++] = byte2 & 63;}}' with prompt '// original code.java\\npublic void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++] = byte2 & 63;}}\\n\\n// code.cs version of code.java\\n'...\n",
      "!! max size might be exceeded !!\n",
      "inputs so far: // original code.java\n",
      "public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & [ ... 1187 bytes abbreviated ... ] sOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++\n",
      "Patched output: 'public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++]public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) |public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++]public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++'\n",
      "Regenerating empty test case index 80 for 'public CreateVpnConnectionResult createVpnConnection(CreateVpnConnectionRequest request) {request = beforeClientExecution(request);return executeCreateVpnConnection(request);}' with prompt '// original code.java\\npublic CreateVpnConnectionResult createVpnConnection(CreateVpnConnectionRequest request) {request = beforeClientExecution(request);return executeCreateVpnConnection(request);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public CreateVpnConnectionResult createVpnConnection(CreateVpnConnectionRequest request, AsyncHandler<CreateVpnConnectionRequest, CreateVpnConnectionResult> asyncHandler) {request = beforeClientExecution(request);return executeCreateVpnConnection(request, asyncHandler);}'\n",
      "Regenerating empty test case index 83 for 'public DescribeJobRequest(String vaultName, String jobId) {setVaultName(vaultName);setJobId(jobId);}' with prompt '// original code.java\\npublic DescribeJobRequest(String vaultName, String jobId) {setVaultName(vaultName);setJobId(jobId);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public DescribeJobRequest(String vaultName, String jobId, String vaultName2, String jobId2) {setVaultName(vaultName);setJobId(jobId);setVaultName2(vaultName2);setJobId2(jobId2);}'\n",
      "Regenerating empty test case index 96 for 'public String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));symbol = Utils.escapeWhitespace(symbol, false);}return String.format(Locale.getDefault(), \"%s(\\'%s\\')\", LexerNoViableAltException.class.getSimpleName(), symbol);}' with prompt '// original code.java\\npublic String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));symbol = Utils.escapeWhitespace(symbol, false);}return String.format(Locale.getDefault(), \"%s(\\'%s\\')\", LexerNoViableAltException.class.getSimpleName(), symbol);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));sypublic String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));symbol = Utils.escapeWhitespace(symbol, false);}return String.format(Locale.getDefault(), \"%s(\\'%s\\')\", LexerNoViableAltException.class.getSimpleName(), symbol);}'\n",
      "Done, 3min 30s elapsed.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b8c52f21311141e0bb573ca0c15b820e",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 6B (Salesforce/codegen-6B-multi)…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 6B (Salesforce/codegen-6B-multi)\n",
      "Opening ./output/code2code-trans/prompt3/codegen1-multi-6B.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7bda10efdfc04ab3b8b65f3cef66d11f",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Regenerating empty test case index 1 for 'public void addAll(BlockList<T> src) {if (src.size == 0)return;int srcDirIdx = 0;for (; srcDirIdx < src.tailDirIdx; srcDirIdx++)addAll(src.directory[srcDirIdx], 0, BLOCK_SIZE);if (src.tailBlkIdx != 0)addAll(src.tailBlock, 0, src.tailBlkIdx);}' with prompt '// original code.java\\npublic void addAll(BlockList<T> src) {if (src.size == 0)return;int srcDirIdx = 0;for (; srcDirIdx < src.tailDirIdx; srcDirIdx++)addAll(src.directory[srcDirIdx], 0, BLOCK_SIZE);if (src.tailBlkIdx != 0)addAll(src.tailBlock, 0, src.tailBlkIdx);}\\n\\n// code.cs version of code.java\\n'...\n",
      "[2024-06-25@21:36:22|model.device] Starting timer.\n",
      "Configuring torch device...\n",
      "Using device: cuda:0 aka cuda:0\n",
      "[2024-06-25@21:36:22|model.device] Time elapsed: ~0s\n",
      "[2024-06-25@21:36:22|model.tokenizer] Starting timer.\n",
      "[2024-06-25@21:36:22|model.tokenizer] Time elapsed: 199ms\n",
      "[2024-06-25@21:36:22|model.model] Starting timer.\n",
      "Obtaining model...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:Some parameters are on the meta device device because they were offloaded to the cpu.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2024-06-25@21:37:48|model.model] Time elapsed: 1min 25s\n",
      "Patched output: 'public void addAll(BlockList<T> src) {if (src.size == 0)return;int srcDirIdx = 0;for (; srcDirIdx < src.tailDirIdx; srcDirIdxpublic void addAll(BlockList<T> src) {if (src.size == 0)return;int srcDirIdx = 0;for (; srcDirIdx < src.tailDirIdx; srcDirIdx++)addAll(src.directory[srcDirIdx], 0, BLOCK_SIZE);if (src.tailBlkIdx!= 0)addAll(src.tailBlock, 0, src.tailBlkIdx);}}'\n",
      "Regenerating empty test case index 2 for 'public void writeByte(byte b) {if (upto == blockSize) {if (currentBlock != null) {addBlock(currentBlock);}currentBlock = new byte[blockSize];upto = 0;}currentBlock[upto++] = b;}' with prompt '// original code.java\\npublic void writeByte(byte b) {if (upto == blockSize) {if (currentBlock != null) {addBlock(currentBlock);}currentBlock = new byte[blockSize];upto = 0;}currentBlock[upto++] = b;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void writeByte(byte b) {if (upto == blockSize) {if (currentBlock!= null) {addBlock(currentBlock);}currentBlock = new byte[blockSize];upto = 0;}currentBlock[upto++] = b;}'\n",
      "Regenerating empty test case index 6 for 'public final String getFullMessage() {byte[] raw = buffer;int msgB = RawParseUtils.tagMessage(raw, 0);if (msgB < 0) {return \"\"; }return RawParseUtils.decode(guessEncoding(), raw, msgB, raw.length);}' with prompt '// original code.java\\npublic final String getFullMessage() {byte[] raw = buffer;int msgB = RawParseUtils.tagMessage(raw, 0);if (msgB < 0) {return \"\"; }return RawParseUtils.decode(guessEncoding(), raw, msgB, raw.length);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public final String getFullMessage() {byte[] raw = buffer;int msgB = RawParseUtils.tagMessage(raw, 0);if (msgB < 0) {return \"\"; }return RawParseUtils.decode(guessEncoding(), raw, msgB, raw.length);}'\n",
      "Regenerating empty test case index 8 for 'public void init(int address) {slice = pool.buffers[address >> ByteBlockPool.BYTE_BLOCK_SHIFT];assert slice != null;upto = address & ByteBlockPool.BYTE_BLOCK_MASK;offset0 = address;assert upto < slice.length;}' with prompt '// original code.java\\npublic void init(int address) {slice = pool.buffers[address >> ByteBlockPool.BYTE_BLOCK_SHIFT];assert slice != null;upto = address & ByteBlockPool.BYTE_BLOCK_MASK;offset0 = address;assert upto < slice.length;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void init(int address, int length) {slice = pool.buffers[address >> ByteBlockPool.BYTE_BLOCK_SHIFT];assert slice!= null;upto = address & ByteBlockPool.BYTE_BLOCK_MASK;offset0 = address;assert upto + length <= slice.length;}'\n",
      "Regenerating empty test case index 13 for 'public ModifyStrategyRequest() {super(\"aegis\", \"2016-11-11\", \"ModifyStrategy\", \"vipaegis\");setMethod(MethodType.POST);}' with prompt '// original code.java\\npublic ModifyStrategyRequest() {super(\"aegis\", \"2016-11-11\", \"ModifyStrategy\", \"vipaegis\");setMethod(MethodType.POST);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public ModifyStrategyRequest(String vip_id, String strategy_id, String strategy_name, String strategy_type, String strategy_status, String strategy_desc, String strategy_price, String strategy_start_time,public ModifyStrategyRequest(String vip_id, String strategy_id, String strategy_name, String strategy_type, String strategy_status, String strategy_desc, String strategy_price, String strategy_start_time, String strategy_end_time, String strategy_create_time, String strategy_update_time) {super(\"aegis\", \"2016-11-11\", \"ModifyStrategy\", \"vipaegis\");setMethod(MethodType.POST);'\n",
      "Regenerating empty test case index 14 for 'public boolean ready() throws IOException {synchronized (lock) {if (in == null) {throw new IOException(\"InputStreamReader is closed\");}try {return bytes.hasRemaining() || in.available() > 0;} catch (IOException e) {return false;}}}' with prompt '// original code.java\\npublic boolean ready() throws IOException {synchronized (lock) {if (in == null) {throw new IOException(\"InputStreamReader is closed\");}try {return bytes.hasRemaining() || in.available() > 0;} catch (IOException e) {return false;}}}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public boolean ready() throws IOException {synchronized (lock) {if (in == null) {throw new IOException(\"InputStreamReader is closed\");}try {return bytes.hasRemaining() || in.available() > 0;} catch (IOException e) {return false;}}}'\n",
      "Regenerating empty test case index 16 for 'public synchronized int read(byte[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, length);if (length == 0) {return 0;}int copylen = count - pos < length ? count - pos : length;for (int i = 0; i < copylen; i++) {buffer[offset + i] = (byte) this.buffer.charAt(pos + i);}pos += copylen;return copylen;}' with prompt '// original code.java\\npublic synchronized int read(byte[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, length);if (length == 0) {return 0;}int copylen = count - pos < length ? count - pos : length;for (int i = 0; i < copylen; i++) {buffer[offset + i] = (byte) this.buffer.charAt(pos + i);}pos += copylen;return copylen;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public synchronized int read(char[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, lengthpublic synchronized int read(char[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, length);if (length == 0) {return 0;}int copylen = count - pos < length? count - pos : length;for (int i = 0; i < copylen; i++) {buffer[offset + i] = this.buffer.charAt(pos + i);}pos += copylen;return copylen;}'\n",
      "Regenerating empty test case index 25 for 'public void setParams(String params) {super.setParams(params);language = country = variant = \"\";StringTokenizer st = new StringTokenizer(params, \",\");if (st.hasMoreTokens())language = st.nextToken();if (st.hasMoreTokens())country = st.nextToken();if (st.hasMoreTokens())variant = st.nextToken();}' with prompt '// original code.java\\npublic void setParams(String params) {super.setParams(params);language = country = variant = \"\";StringTokenizer st = new StringTokenizer(params, \",\");if (st.hasMoreTokens())language = st.nextToken();if (st.hasMoreTokens())country = st.nextToken();if (st.hasMoreTokens())variant = st.nextToken();}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void setParams(String params) {super.setParams(params);language = country = variant = \"\";StringTokenizer st = new StringTokenizer(params, \",\");if (st.hasMoreTokens())language = st.nextToken();if (st.hasMoreTokens())country = st.nextToken();if (st.hasMoreTokens())variant = st.nextToken();}'\n",
      "Regenerating empty test case index 27 for 'public boolean equals(Object obj) {if (!(obj instanceof FacetLabel)) {return false;}FacetLabel other = (FacetLabel) obj;if (length != other.length) {return false; }for (int i = length - 1; i >= 0; i--) {if (!components[i].equals(other.components[i])) {return false;}}return true;}' with prompt '// original code.java\\npublic boolean equals(Object obj) {if (!(obj instanceof FacetLabel)) {return false;}FacetLabel other = (FacetLabel) obj;if (length != other.length) {return false; }for (int i = length - 1; i >= 0; i--) {if (!components[i].equals(other.components[i])) {return false;}}return true;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public boolean equals(Object obj) {if (!(obj instanceof FacetLabel)) {return false;}FacetLabel other = (FacetLabel) obj;if (length!= other.length) {return false; }for (int i = length - 1; i >= 0; i--) {if (!components[i].equals(other.components[i])) {return false;}}return true;}'\n",
      "Regenerating empty test case index 29 for 'public HSSFPolygon createPolygon(HSSFChildAnchor anchor) {HSSFPolygon shape = new HSSFPolygon(this, anchor);shape.setParent(this);shape.setAnchor(anchor);shapes.add(shape);onCreate(shape);return shape;}' with prompt '// original code.java\\npublic HSSFPolygon createPolygon(HSSFChildAnchor anchor) {HSSFPolygon shape = new HSSFPolygon(this, anchor);shape.setParent(this);shape.setAnchor(anchor);shapes.add(shape);onCreate(shape);return shape;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public HSSFPolygon createPolygon(HSSFChildAnchor anchor, boolean isClosed) {HSSFPolygon shape = new HSSFPolygon(this, anchor, isClosed);shape.setParent(this);shape.setAnchor(anchor);shapes.add(shape);onCreate(shape);return shape;}'\n",
      "Regenerating empty test case index 33 for 'public void addMultipleBlanks(MulBlankRecord mbr) {for (int j = 0; j < mbr.getNumColumns(); j++) {BlankRecord br = new BlankRecord();br.setColumn(( short ) (j + mbr.getFirstColumn()));br.setRow(mbr.getRow());br.setXFIndex(mbr.getXFAt(j));insertCell(br);}}' with prompt '// original code.java\\npublic void addMultipleBlanks(MulBlankRecord mbr) {for (int j = 0; j < mbr.getNumColumns(); j++) {BlankRecord br = new BlankRecord();br.setColumn(( short ) (j + mbr.getFirstColumn()));br.setRow(mbr.getRow());br.setXFIndex(mbr.getXFAt(j));insertCell(br);}}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void addMultipleBlanks(MulBlankRecord mbr) {for (int j = 0; j < mbr.getNumColumns(); j++) {BlankRecord br = new BlankRecord();br.setColumn(( short ) (j + mbr.getFirstColumn()));br.setRow(mbr.getRow());br.setXFIndex(mbr.getXFAt(j));insertCell(br);}}'\n",
      "Regenerating empty test case index 34 for 'public static String quote(String string) {StringBuilder sb = new StringBuilder();sb.append(\"\\\\\\\\Q\");int apos = 0;int k;while ((k = string.indexOf(\"\\\\\\\\E\", apos)) >= 0) {sb.append(string.substring(apos, k + 2)).append(\"\\\\\\\\\\\\\\\\E\\\\\\\\Q\");apos = k + 2;}return sb.append(string.substring(apos)).append(\"\\\\\\\\E\").toString();}' with prompt '// original code.java\\npublic static String quote(String string) {StringBuilder sb = new StringBuilder();sb.append(\"\\\\\\\\Q\");int apos = 0;int k;while ((k = string.indexOf(\"\\\\\\\\E\", apos)) >= 0) {sb.append(string.substring(apos, k + 2)).append(\"\\\\\\\\\\\\\\\\E\\\\\\\\Q\");apos = k + 2;}return sb.append(string.substring(apos)).append(\"\\\\\\\\E\").toString();}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public static String quote(String string) {StringBuilder sb = new StringBuilder();int apos = 0;int k;while ((k = string.indexOf(\"\\\\\\\\\", apos)) >= 0) {sb.append(string.substring(apos, k)).append(\"\\\\\\\\\");apos = k;}return sb.append(string.substring(apos)).toString();}'\n",
      "Regenerating empty test case index 36 for 'public ArrayPtg(Object[][] values2d) {int nColumns = values2d[0].length;int nRows = values2d.length;_nColumns = (short) nColumns;_nRows = (short) nRows;Object[] vv = new Object[_nColumns * _nRows];for (int r=0; r<nRows; r++) {Object[] rowData = values2d[r];for (int c=0; c<nColumns; c++) {vv[getValueIndex(c, r)] = rowData[c];}}_arrayValues = vv;_reserved0Int = 0;_reserved1Short = 0;_reserved2Byte = 0;}' with prompt '// original code.java\\npublic ArrayPtg(Object[][] values2d) {int nColumns = values2d[0].length;int nRows = values2d.length;_nColumns = (short) nColumns;_nRows = (short) nRows;Object[] vv = new Object[_nColumns * _nRows];for (int r=0; r<nRows; r++) {Object[] rowData = values2d[r];for (int c=0; c<nColumns; c++) {vv[getValueIndex(c, r)] = rowData[c];}}_arrayValues = vv;_reserved0Int = 0;_reserved1Short = 0;_reserved2Byte = 0;}\\n\\n// code.cs version of code.java\\n'...\n",
      "!! max size might be exceeded !!\n",
      "inputs so far: // original code.java\n",
      "public ArrayPtg(Object[][] values2d) {int nColumns = values2d[0].length;int nRows = values2d.length;_nColumns = (short) nColumns;_nRows = (short) nRows;Object[] vv = new Object[_nColumns * _nRows];for (int r=0; r<nRows; r++) {Object[] rowData = values2d[r];for (int c=0; c<nColumns; c++) {vv[getValueIndex(c, r)] = rowData[c];}}_arrayValues = vv;_reserved0Int = 0;_reserved1Shor [ ... 915 bytes abbreviated ... ] +) {Object[] rowData = values2d[r];for (int c=0; c<nColumns; c++) {vv[getValueIndex(c, r)] = rowData\n",
      "Patched output: 'public ArrayPtg(Object[][] values2d, int reserved0Int, short reserved1Short, byte reserved2Byte) {int nColumns = values2d[0].length;int nRows = values2dpublic ArrayPtg(Object[][] values2d, int reserved0Int, short reserved1Short, byte reserved2Byte) {int nColumns = values2d[0].length;int nRows = values2d.length;_nColumns = (short) nColumns;_nRows = (short) nRows;Object[] vv = new Object[_nColumns * _nRows];for (int r=0public ArrayPtg(Object[][] values2d, int reserved0Int, short reserved1Short, byte reserved2Byte) {int nColumns = values2d[0].length;int nRows = values2dpublic ArrayPtg(Object[][] values2d, int reserved0Int, short reserved1Short, byte reserved2Byte) {int nColumns = values2d[0].length;int nRows = values2d.length;_nColumns = (short) nColumns;_nRows = (short) nRows;Object[] vv = new Object[_nColumns * _nRows];for (int r=0; r<nRows; r++) {Object[] rowData = values2d[r];for (int c=0; c<nColumns; c++) {vv[getValueIndex(c, r)] = rowData'\n",
      "Regenerating empty test case index 43 for 'public void multiplyByPowerOfTen(int pow10) {TenPower tp = TenPower.getInstance(Math.abs(pow10));if (pow10 < 0) {mulShift(tp._divisor, tp._divisorShift);} else {mulShift(tp._multiplicand, tp._multiplierShift);}}' with prompt '// original code.java\\npublic void multiplyByPowerOfTen(int pow10) {TenPower tp = TenPower.getInstance(Math.abs(pow10));if (pow10 < 0) {mulShift(tp._divisor, tp._divisorShift);} else {mulShift(tp._multiplicand, tp._multiplierShift);}}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void multiplyByPowerOfTen(int pow10) {TenPower tp = TenPower.getInstance(Math.abs(pow10));if (pow10 < 0) {mulShift(tp._divisor, tp._divisorShift);} else {mulShift(tp._multiplicand, tp._multiplierShift);}}'\n",
      "Regenerating empty test case index 44 for 'public String toString(){final StringBuilder b = new StringBuilder();final int          l = length();b.append(File.separatorChar);for (int i = 0; i < l; i++){b.append(getComponent(i));if (i < l - 1){b.append(File.separatorChar);}}return b.toString();}' with prompt '// original code.java\\npublic String toString(){final StringBuilder b = new StringBuilder();final int          l = length();b.append(File.separatorChar);for (int i = 0; i < l; i++){b.append(getComponent(i));if (i < l - 1){b.append(File.separatorChar);}}return b.toString();}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public String toString(){final StringBuilder b = new StringBuilder();final int          l = length();for (int i = 0; i < l; i++){b.append(getComponent(i));if (i < l - 1){b.append(File.separatorChar);}}return b.toString();}'\n",
      "Regenerating empty test case index 45 for 'public InstanceProfileCredentialsProvider withFetcher(ECSMetadataServiceCredentialsFetcher fetcher) {this.fetcher = fetcher;this.fetcher.setRoleName(roleName);return this;}' with prompt '// original code.java\\npublic InstanceProfileCredentialsProvider withFetcher(ECSMetadataServiceCredentialsFetcher fetcher) {this.fetcher = fetcher;this.fetcher.setRoleName(roleName);return this;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public InstanceProfileCredentialsProvider withFetcher(ECSMetadataServiceCredentialsFetcher fetcher, String roleName) {this.fetcher = fetcher;this.fetcher.setRoleName(roleName);return this;}'\n",
      "Regenerating empty test case index 51 for 'public List<CharsRef> uniqueStems(char word[], int length) {List<CharsRef> stems = stem(word, length);if (stems.size() < 2) {return stems;}CharArraySet terms = new CharArraySet(8, dictionary.ignoreCase);List<CharsRef> deduped = new ArrayList<>();for (CharsRef s : stems) {if (!terms.contains(s)) {deduped.add(s);terms.add(s);}}return deduped;}' with prompt '// original code.java\\npublic List<CharsRef> uniqueStems(char word[], int length) {List<CharsRef> stems = stem(word, length);if (stems.size() < 2) {return stems;}CharArraySet terms = new CharArraySet(8, dictionary.ignoreCase);List<CharsRef> deduped = new ArrayList<>();for (CharsRef s : stems) {if (!terms.contains(s)) {deduped.add(s);terms.add(s);}}return deduped;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public List<CharsRef> uniqueStems(char word[], int length) {List<CharsRef> stems = stem(word, length);if (stems.size() < 2) {return stems;}CharArraySetpublic List<CharsRef> uniqueStems(char word[], int length) {List<CharsRef> stems = stem(word, length);if (stems.size() < 2) {return stems;}CharArraySet terms = new CharArraySet(8, dictionary.ignoreCase);List<CharsRef> deduped = new ArrayList<>();for (CharsRef s : stems) {if (!terms.contains(s)) {deduped.add(s);terms.add(s);}}return deduped;}'\n",
      "Regenerating empty test case index 56 for 'public void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte ? 0x01 : 0x00);if (field_5_hasMultibyte) {StringUtil.putUnicodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_author, out);}if (field_7_padding != null) {out.writeByte(field_7_padding.intValue());}}' with prompt '// original code.java\\npublic void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte ? 0x01 : 0x00);if (field_5_hasMultibyte) {StringUtil.putUnicodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_author, out);}if (field_7_padding != null) {out.writeByte(field_7_padding.intValue());}}\\n\\n// code.cs version of code.java\\n'...\n",
      "!! max size might be exceeded !!\n",
      "inputs so far: // original code.java\n",
      "public void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte? 0x01 : 0x00);if (field_5_hasMultibyte) {StringUtil.putUnicodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_auth [ ... 979 bytes abbreviated ... ] icodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_author, out);}if (field\n",
      "Patched output: 'public void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(public void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte? 0x01 : 0x00);if (field_5_haspublic void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(public void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte? 0x01 : 0x00);if (field_5_hasMultibyte) {StringUtil.putUnicodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_author, out);}if (field'\n",
      "Regenerating empty test case index 59 for 'public void unsetSection(String section, String subsection) {ConfigSnapshot src, res;do {src = state.get();res = unsetSection(src, section, subsection);} while (!state.compareAndSet(src, res));}' with prompt '// original code.java\\npublic void unsetSection(String section, String subsection) {ConfigSnapshot src, res;do {src = state.get();res = unsetSection(src, section, subsection);} while (!state.compareAndSet(src, res));}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void unsetSection(String section, String subsection) {ConfigSnapshot src, res;do {src = state.get();res = unsetSection(src, section, subsection);} while (!state.compareAndSet(src, res));}'\n",
      "Regenerating empty test case index 68 for 'public CreateRepoRequest() {super(\"cr\", \"2016-06-07\", \"CreateRepo\", \"cr\");setUriPattern(\"/repos\");setMethod(MethodType.PUT);}' with prompt '// original code.java\\npublic CreateRepoRequest() {super(\"cr\", \"2016-06-07\", \"CreateRepo\", \"cr\");setUriPattern(\"/repos\");setMethod(MethodType.PUT);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public CreateRepoRequest(String repoName, String description, String homepage, String privateRepo, String gitUrl, String gitUsername, String gitPassword, String gitEmail, String gitPrivateKey, String gitPublicKey, String gitpublic CreateRepoRequest(String repoName, String description, String homepage, String privateRepo, String gitUrl, String gitUsername, String gitPassword, String gitEmail, String gitPrivateKey, String gitPublicKey, String gitPrivateKeyPassphrase, String gitPublicKeyPassphrase, String gitPrivateKeyPassphraseType, String gitPublicKeyPassphraseType, String gitPrivateKeyType, String gitPublicKeyType, String gitPrivateKeyPassphraseFile, String gitpublic CreateRepoRequest(String repoName, String description, String homepage, String privateRepo, String gitUrl, String gitUsername, String gitPassword, String gitEmail, String gitPrivateKey, String gitPublicKey, String gitpublic CreateRepoRequest(String repoName, String description, String homepage, String privateRepo, String gitUrl, String gitUsername, String gitPassword, String gitEmail, String gitPrivateKey, String gitPublicKey, String gitPrivateKeyPassphrase, String gitPublicKeyPassphrase, String gitPrivateKeyPassphraseType, String gitPublicKeyPassphraseType, String gitPrivateKeyType, String gitPublicKeyType, String gitPrivateKeyPassphraseFile, String gitPublicKeyPassphraseFile, String gitPrivateKeyPassphraseFileType, String gitPublicKeyPassphraseFileType, String gitPrivateKeyFile, String gitPublicKeyFile, String gitPrivateKeyFileType, String gitPublicKeyFileType) {'\n",
      "Regenerating empty test case index 70 for 'public void remove() {if (expectedModCount == list.modCount) {if (lastLink != null) {Link<ET> next = lastLink.next;Link<ET> previous = lastLink.previous;next.previous = previous;previous.next = next;if (lastLink == link) {pos--;}link = previous;lastLink = null;expectedModCount++;list.size--;list.modCount++;} else {throw new IllegalStateException();}} else {throw new ConcurrentModificationException();}}' with prompt '// original code.java\\npublic void remove() {if (expectedModCount == list.modCount) {if (lastLink != null) {Link<ET> next = lastLink.next;Link<ET> previous = lastLink.previous;next.previous = previous;previous.next = next;if (lastLink == link) {pos--;}link = previous;lastLink = null;expectedModCount++;list.size--;list.modCount++;} else {throw new IllegalStateException();}} else {throw new ConcurrentModificationException();}}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void remove() {if (expectedModCount == list.modCount) {if (lastLink!= null) {Link<ET> next = lastLink.next;Link<ET> previous = lastLink.previous;next.public void remove() {if (expectedModCount == list.modCount) {if (lastLink!= null) {Link<ET> next = lastLink.next;Link<ET> previous = lastLink.previous;next.previous = previous;previous.next = next;if (lastLink == link) {pos--;}link = previous;lastLink = null;expectedModCount++;list.size--;list.modCount++;} else {throw new IllegalStateException();}} else {throw new ConcurrentModificationException();}}}} else {throw new ConcurrentModificationException();}}'\n",
      "Regenerating empty test case index 76 for 'public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++] = byte2 & 63;}}' with prompt '// original code.java\\npublic void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++] = byte2 & 63;}}\\n\\n// code.cs version of code.java\\n'...\n",
      "!! max size might be exceeded !!\n",
      "inputs so far: // original code.java\n",
      "public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & [ ... 1187 bytes abbreviated ... ] sOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++\n",
      "Patched output: 'public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++]public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) |public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++]public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++'\n",
      "Regenerating empty test case index 77 for 'public String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new IllegalArgumentException();String[] elements;if (\"file\".equals(scheme) || LOCAL_FILE.matcher(s).matches()) elements = s.split(\"[\\\\\\\\\" + File.separatorChar + \"/]\"); elseelements = s.split(\"/+\"); if (elements.length == 0)throw new IllegalArgumentException();String result = elements[elements.length - 1];if (Constants.DOT_GIT.equals(result))result = elements[elements.length - 2];else if (result.endsWith(Constants.DOT_GIT_EXT))result = result.substring(0, result.length()- Constants.DOT_GIT_EXT.length());return result;}' with prompt '// original code.java\\npublic String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new IllegalArgumentException();String[] elements;if (\"file\".equals(scheme) || LOCAL_FILE.matcher(s).matches()) elements = s.split(\"[\\\\\\\\\" + File.separatorChar + \"/]\"); elseelements = s.split(\"/+\"); if (elements.length == 0)throw new IllegalArgumentException();String result = elements[elements.length - 1];if (Constants.DOT_GIT.equals(result))result = elements[elements.length - 2];else if (result.endsWith(Constants.DOT_GIT_EXT))result = result.substring(0, result.length()- Constants.DOT_GIT_EXT.length());return result;}\\n\\n// code.cs version of code.java\\n'...\n",
      "!! max size might be exceeded !!\n",
      "inputs so far: // original code.java\n",
      "public String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new IllegalArgumentException();String[] elements;if (\"file\".equals(scheme) || LOCAL_FILE.matcher(s).matches()) elements = s.split(\"[\\\\\" + File.separatorChar + \"/]\"); elseelements = s.split(\"/+\"); if (elements.length == 0)t [ ... 1367 bytes abbreviated ... ]  new IllegalArgumentException();String result = elements[elements.length - 1];if (Constants.DOT_GIT.\n",
      "Patched output: 'public String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new Illegalpublic String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new IllegalArgumentException();String[] elements;if (\"file\".equals(scheme) || LOCAL_FILE.matcher(s).matches()) elements = s.split(\"[\\\\\\\\\" + File.separatorChar + \"/]public String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new Illegalpublic String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new IllegalArgumentException();String[] elements;if (\"file\".equals(scheme) || LOCAL_FILE.matcher(s).matches()) elements = s.split(\"[\\\\\\\\\" + File.separatorChar + \"/]\"); elseelements = s.split(\"/+\"); if (elements.length == 0)throw new IllegalArgumentException();String result = elements[elements.length - 1];if (Constants.DOT_GIT.'\n",
      "Regenerating empty test case index 96 for 'public String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));symbol = Utils.escapeWhitespace(symbol, false);}return String.format(Locale.getDefault(), \"%s(\\'%s\\')\", LexerNoViableAltException.class.getSimpleName(), symbol);}' with prompt '// original code.java\\npublic String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));symbol = Utils.escapeWhitespace(symbol, false);}return String.format(Locale.getDefault(), \"%s(\\'%s\\')\", LexerNoViableAltException.class.getSimpleName(), symbol);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));sypublic String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));symbol = Utils.escapeWhitespace(symbol, false);}return String.format(Locale.getDefault(), \"%s(\\'%s\\')\", LexerNoViableAltException.class.getSimpleName(), symbol);}'\n",
      "Done, 43min 57s elapsed.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "be6d221802c04beebb2707be2ff43036",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 16B (Salesforce/codegen-16B-mult…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 16B (Salesforce/codegen-16B-multi)\n",
      "Opening ./output/code2code-trans/prompt3/codegen1-multi-16B.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "9f6b7826b79145a1a4b6d3a0bb4d6885",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Regenerating empty test case index 1 for 'public void addAll(BlockList<T> src) {if (src.size == 0)return;int srcDirIdx = 0;for (; srcDirIdx < src.tailDirIdx; srcDirIdx++)addAll(src.directory[srcDirIdx], 0, BLOCK_SIZE);if (src.tailBlkIdx != 0)addAll(src.tailBlock, 0, src.tailBlkIdx);}' with prompt '// original code.java\\npublic void addAll(BlockList<T> src) {if (src.size == 0)return;int srcDirIdx = 0;for (; srcDirIdx < src.tailDirIdx; srcDirIdx++)addAll(src.directory[srcDirIdx], 0, BLOCK_SIZE);if (src.tailBlkIdx != 0)addAll(src.tailBlock, 0, src.tailBlkIdx);}\\n\\n// code.cs version of code.java\\n'...\n",
      "[2024-06-25@22:20:20|model.device] Starting timer.\n",
      "Configuring torch device...\n",
      "Using device: cuda:0 aka cuda:0\n",
      "[2024-06-25@22:20:20|model.device] Time elapsed: ~0s\n",
      "[2024-06-25@22:20:20|model.tokenizer] Starting timer.\n",
      "[2024-06-25@22:20:21|model.tokenizer] Time elapsed: 253ms\n",
      "[2024-06-25@22:20:21|model.model] Starting timer.\n",
      "Obtaining model...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:Some parameters are on the meta device device because they were offloaded to the cpu.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2024-06-25@22:23:35|model.model] Time elapsed: 3min 14s\n",
      "Patched output: 'public void addAll(BlockList<T> src, int srcDirIdx, int srcBlkIdx, int srcOff) {if (src.size == 0)return;int srcOff2 = srcOff;for (public void addAll(BlockList<T> src, int srcDirIdx, int srcBlkIdx, int srcOff) {if (src.size == 0)return;int srcOff2 = srcOff;for (; srcDirIdx < src.tailDirIdx; srcDirIdx++)addAll(src.directory[srcDirIdx], srcBlkIdx, srcOff2);if (src.tailBlkIdx!= 0)addAll(src.tailBlock, srcBlkIdx, srcOff2);}'\n",
      "Regenerating empty test case index 2 for 'public void writeByte(byte b) {if (upto == blockSize) {if (currentBlock != null) {addBlock(currentBlock);}currentBlock = new byte[blockSize];upto = 0;}currentBlock[upto++] = b;}' with prompt '// original code.java\\npublic void writeByte(byte b) {if (upto == blockSize) {if (currentBlock != null) {addBlock(currentBlock);}currentBlock = new byte[blockSize];upto = 0;}currentBlock[upto++] = b;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void writeByte(byte b) {if (upto == blockSize) {if (currentBlock!= null) {addBlock(currentBlock);}currentBlock = new byte[blockSize];upto = 0;}currentBlock[upto++] = b;}'\n",
      "Regenerating empty test case index 5 for 'public long ramBytesUsed() {return ((termOffsets!=null)? termOffsets.ramBytesUsed() : 0) +((termsDictOffsets!=null)? termsDictOffsets.ramBytesUsed() : 0);}' with prompt '// original code.java\\npublic long ramBytesUsed() {return ((termOffsets!=null)? termOffsets.ramBytesUsed() : 0) +((termsDictOffsets!=null)? termsDictOffsets.ramBytesUsed() : 0);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public long ramBytesUsed(int version) {return ((termOffsets!=null)? termOffsets.ramBytesUsed(version) : 0) +((termsDictOffsets!=null)? termsDictOffsets.ramBytesUsed(version) : 0);}'\n",
      "Regenerating empty test case index 6 for 'public final String getFullMessage() {byte[] raw = buffer;int msgB = RawParseUtils.tagMessage(raw, 0);if (msgB < 0) {return \"\"; }return RawParseUtils.decode(guessEncoding(), raw, msgB, raw.length);}' with prompt '// original code.java\\npublic final String getFullMessage() {byte[] raw = buffer;int msgB = RawParseUtils.tagMessage(raw, 0);if (msgB < 0) {return \"\"; }return RawParseUtils.decode(guessEncoding(), raw, msgB, raw.length);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public final String getFullMessage() {byte[] raw = buffer;int msgB = RawParseUtils.tagMessage(raw, 0);if (msgB < 0) {return \"\"; }return RawParseUtils.decode(guessEncoding(), raw, msgB, raw.length);}'\n",
      "Regenerating empty test case index 12 for 'public GetShardIteratorResult getShardIterator(GetShardIteratorRequest request) {request = beforeClientExecution(request);return executeGetShardIterator(request);}' with prompt '// original code.java\\npublic GetShardIteratorResult getShardIterator(GetShardIteratorRequest request) {request = beforeClientExecution(request);return executeGetShardIterator(request);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public GetShardIteratorResult getShardIterator(String streamName, String shardId, String shardIteratorType) {request = new GetShardIteratorRequest();request.setStreamName(streamName);request.setShardId(shardId);request.setShardIteratorType(shardIteratorType);return executeGetShardIterator(request);}'\n",
      "Regenerating empty test case index 16 for 'public synchronized int read(byte[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, length);if (length == 0) {return 0;}int copylen = count - pos < length ? count - pos : length;for (int i = 0; i < copylen; i++) {buffer[offset + i] = (byte) this.buffer.charAt(pos + i);}pos += copylen;return copylen;}' with prompt '// original code.java\\npublic synchronized int read(byte[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, length);if (length == 0) {return 0;}int copylen = count - pos < length ? count - pos : length;for (int i = 0; i < copylen; i++) {buffer[offset + i] = (byte) this.buffer.charAt(pos + i);}pos += copylen;return copylen;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public synchronized int read(byte[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, lengthpublic synchronized int read(byte[] buffer, int offset, int length) {if (buffer == null) {throw new NullPointerException(\"buffer == null\");}Arrays.checkOffsetAndCount(buffer.length, offset, length);if (length == 0) {return 0;}int copylen = count - pos < length? count - pos : length;for (int i = 0; i < copylen; i++) {buffer[offset + i] = (byte) this.buffer.charAt(pos + i);}pos += copylen;return copylen;}'\n",
      "Regenerating empty test case index 24 for 'public CacheSubnetGroup modifyCacheSubnetGroup(ModifyCacheSubnetGroupRequest request) {request = beforeClientExecution(request);return executeModifyCacheSubnetGroup(request);}' with prompt '// original code.java\\npublic CacheSubnetGroup modifyCacheSubnetGroup(ModifyCacheSubnetGroupRequest request) {request = beforeClientExecution(request);return executeModifyCacheSubnetGroup(request);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public CacheSubnetGroup modifyCacheSubnetGroup(String subnetGroupName, String cacheSubnetGroupDescription) {request = new ModifyCacheSubnetGroupRequest();request.setCacheSubnetGroupName(subnetGroupName);request.setCacheSubnetGroupDescription(cacheSubnetGroupDescription);return modifyCacheSubnetGroup(request);}'\n",
      "Regenerating empty test case index 27 for 'public boolean equals(Object obj) {if (!(obj instanceof FacetLabel)) {return false;}FacetLabel other = (FacetLabel) obj;if (length != other.length) {return false; }for (int i = length - 1; i >= 0; i--) {if (!components[i].equals(other.components[i])) {return false;}}return true;}' with prompt '// original code.java\\npublic boolean equals(Object obj) {if (!(obj instanceof FacetLabel)) {return false;}FacetLabel other = (FacetLabel) obj;if (length != other.length) {return false; }for (int i = length - 1; i >= 0; i--) {if (!components[i].equals(other.components[i])) {return false;}}return true;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public boolean equals(Object obj) {if (!(obj instanceof FacetLabel)) {return false;}FacetLabel other = (FacetLabel) obj;if (length!= other.length) {return false; }for (int i = length - 1; i >= 0; i--) {if (!components[i].equals(other.components[i])) {return false;}}return true;}'\n",
      "Regenerating empty test case index 29 for 'public HSSFPolygon createPolygon(HSSFChildAnchor anchor) {HSSFPolygon shape = new HSSFPolygon(this, anchor);shape.setParent(this);shape.setAnchor(anchor);shapes.add(shape);onCreate(shape);return shape;}' with prompt '// original code.java\\npublic HSSFPolygon createPolygon(HSSFChildAnchor anchor) {HSSFPolygon shape = new HSSFPolygon(this, anchor);shape.setParent(this);shape.setAnchor(anchor);shapes.add(shape);onCreate(shape);return shape;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public HSSFPolygon createPolygon(HSSFChildAnchor anchor, int[] points) {HSSFPolygon shape = new HSSFPolygon(this, anchor, points);shape.setParent(this);shape.setAnchor(anchor);shapes.add(shape);onCreate(shape);return shape;}'\n",
      "Regenerating empty test case index 33 for 'public void addMultipleBlanks(MulBlankRecord mbr) {for (int j = 0; j < mbr.getNumColumns(); j++) {BlankRecord br = new BlankRecord();br.setColumn(( short ) (j + mbr.getFirstColumn()));br.setRow(mbr.getRow());br.setXFIndex(mbr.getXFAt(j));insertCell(br);}}' with prompt '// original code.java\\npublic void addMultipleBlanks(MulBlankRecord mbr) {for (int j = 0; j < mbr.getNumColumns(); j++) {BlankRecord br = new BlankRecord();br.setColumn(( short ) (j + mbr.getFirstColumn()));br.setRow(mbr.getRow());br.setXFIndex(mbr.getXFAt(j));insertCell(br);}}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void addMultipleBlanks(MulBlankRecord mbr) {for (int j = 0; j < mbr.getNumColumns(); j++) {BlankRecord br = new BlankRecord();br.setColumn(( short ) (j + mbr.getFirstColumn()));br.setRow(mbr.getRow());br.setXFIndex(mbr.getXFAt(j));insertCell(br);}}'\n",
      "Regenerating empty test case index 34 for 'public static String quote(String string) {StringBuilder sb = new StringBuilder();sb.append(\"\\\\\\\\Q\");int apos = 0;int k;while ((k = string.indexOf(\"\\\\\\\\E\", apos)) >= 0) {sb.append(string.substring(apos, k + 2)).append(\"\\\\\\\\\\\\\\\\E\\\\\\\\Q\");apos = k + 2;}return sb.append(string.substring(apos)).append(\"\\\\\\\\E\").toString();}' with prompt '// original code.java\\npublic static String quote(String string) {StringBuilder sb = new StringBuilder();sb.append(\"\\\\\\\\Q\");int apos = 0;int k;while ((k = string.indexOf(\"\\\\\\\\E\", apos)) >= 0) {sb.append(string.substring(apos, k + 2)).append(\"\\\\\\\\\\\\\\\\E\\\\\\\\Q\");apos = k + 2;}return sb.append(string.substring(apos)).append(\"\\\\\\\\E\").toString();}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public static String quote(String string) {StringBuilder sb = new StringBuilder();sb.append(\"\\\\\\\\Q\");int apos = 0;int k;while ((k = string.indexOf(\"\\\\\\\\E\", apos)) >=public static String quote(String string) {StringBuilder sb = new StringBuilder();sb.append(\"\\\\\\\\Q\");int apos = 0;int k;while ((k = string.indexOf(\"\\\\\\\\E\", apos)) >= 0) {sb.append(string.substring(apos, k + 2)).append(\"\\\\\\\\\\\\\\\\E\\\\\\\\Q\");apos = k + 2;}return sb.append(string.substring(apos)).append(\"\\\\\\\\E\").toString();}'\n",
      "Regenerating empty test case index 36 for 'public ArrayPtg(Object[][] values2d) {int nColumns = values2d[0].length;int nRows = values2d.length;_nColumns = (short) nColumns;_nRows = (short) nRows;Object[] vv = new Object[_nColumns * _nRows];for (int r=0; r<nRows; r++) {Object[] rowData = values2d[r];for (int c=0; c<nColumns; c++) {vv[getValueIndex(c, r)] = rowData[c];}}_arrayValues = vv;_reserved0Int = 0;_reserved1Short = 0;_reserved2Byte = 0;}' with prompt '// original code.java\\npublic ArrayPtg(Object[][] values2d) {int nColumns = values2d[0].length;int nRows = values2d.length;_nColumns = (short) nColumns;_nRows = (short) nRows;Object[] vv = new Object[_nColumns * _nRows];for (int r=0; r<nRows; r++) {Object[] rowData = values2d[r];for (int c=0; c<nColumns; c++) {vv[getValueIndex(c, r)] = rowData[c];}}_arrayValues = vv;_reserved0Int = 0;_reserved1Short = 0;_reserved2Byte = 0;}\\n\\n// code.cs version of code.java\\n'...\n",
      "!! max size might be exceeded !!\n",
      "inputs so far: // original code.java\n",
      "public ArrayPtg(Object[][] values2d) {int nColumns = values2d[0].length;int nRows = values2d.length;_nColumns = (short) nColumns;_nRows = (short) nRows;Object[] vv = new Object[_nColumns * _nRows];for (int r=0; r<nRows; r++) {Object[] rowData = values2d[r];for (int c=0; c<nColumns; c++) {vv[getValueIndex(c, r)] = rowData[c];}}_arrayValues = vv;_reserved0Int = 0;_reserved1Shor [ ... 830 bytes abbreviated ... ] tValueIndex(c, r)] = rowData[c];}}_arrayValues = vv;_reserved0Int = 0;_reserved1Short = 0;_reserved2\n",
      "Patched output: 'public ArrayPtg(Object[] values) {int nColumns = values.length;int nRows = 1;_nColumns = (short) nColumns;_nRows = (short) nRows;public ArrayPtg(Object[] values) {int nColumns = values.length;int nRows = 1;_nColumns = (short) nColumns;_nRows = (short) nRows;Object[] vv = new Object[_nColumns * _nRows];for (int r=0; r<nRows; r++) {Object[] rowData = values;for (int c=0; c<npublic ArrayPtg(Object[] values) {int nColumns = values.length;int nRows = 1;_nColumns = (short) nColumns;_nRows = (short) nRows;public ArrayPtg(Object[] values) {int nColumns = values.length;int nRows = 1;_nColumns = (short) nColumns;_nRows = (short) nRows;Object[] vv = new Object[_nColumns * _nRows];for (int r=0; r<nRows; r++) {Object[] rowData = values;for (int c=0; c<nColumns; c++) {vv[getValueIndex(c, r)] = rowData[c];}}_arrayValues = vv;_reserved0Int = 0;_reserved1Short = 0;_reserved2'\n",
      "Regenerating empty test case index 43 for 'public void multiplyByPowerOfTen(int pow10) {TenPower tp = TenPower.getInstance(Math.abs(pow10));if (pow10 < 0) {mulShift(tp._divisor, tp._divisorShift);} else {mulShift(tp._multiplicand, tp._multiplierShift);}}' with prompt '// original code.java\\npublic void multiplyByPowerOfTen(int pow10) {TenPower tp = TenPower.getInstance(Math.abs(pow10));if (pow10 < 0) {mulShift(tp._divisor, tp._divisorShift);} else {mulShift(tp._multiplicand, tp._multiplierShift);}}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void multiplyByPowerOfTen(int pow10) {TenPower tp = TenPower.getInstance(Math.abs(pow10));if (pow10 < 0) {mulShift(tp._divisor, tp._divisorShift);} else {mulShift(tp._multiplicand, tp._multiplierShift);}}'\n",
      "Regenerating empty test case index 44 for 'public String toString(){final StringBuilder b = new StringBuilder();final int          l = length();b.append(File.separatorChar);for (int i = 0; i < l; i++){b.append(getComponent(i));if (i < l - 1){b.append(File.separatorChar);}}return b.toString();}' with prompt '// original code.java\\npublic String toString(){final StringBuilder b = new StringBuilder();final int          l = length();b.append(File.separatorChar);for (int i = 0; i < l; i++){b.append(getComponent(i));if (i < l - 1){b.append(File.separatorChar);}}return b.toString();}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public String toString(){final StringBuilder b = new StringBuilder();final int          l = length();for (int i = 0; i < l; i++){b.append(getComponent(i));if (i < l - 1){b.append(File.separatorChar);}}return b.toString();}'\n",
      "Regenerating empty test case index 51 for 'public List<CharsRef> uniqueStems(char word[], int length) {List<CharsRef> stems = stem(word, length);if (stems.size() < 2) {return stems;}CharArraySet terms = new CharArraySet(8, dictionary.ignoreCase);List<CharsRef> deduped = new ArrayList<>();for (CharsRef s : stems) {if (!terms.contains(s)) {deduped.add(s);terms.add(s);}}return deduped;}' with prompt '// original code.java\\npublic List<CharsRef> uniqueStems(char word[], int length) {List<CharsRef> stems = stem(word, length);if (stems.size() < 2) {return stems;}CharArraySet terms = new CharArraySet(8, dictionary.ignoreCase);List<CharsRef> deduped = new ArrayList<>();for (CharsRef s : stems) {if (!terms.contains(s)) {deduped.add(s);terms.add(s);}}return deduped;}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public List<CharsRef> uniqueStems(char word[], int length) {List<CharsRef> stems = stem(word, length);if (stems.size() < 2) {return stems;}CharArraySetpublic List<CharsRef> uniqueStems(char word[], int length) {List<CharsRef> stems = stem(word, length);if (stems.size() < 2) {return stems;}CharArraySet terms = new CharArraySet(8, dictionary.ignoreCase);List<CharsRef> deduped = new ArrayList<>();for (CharsRef s : stems) {if (!terms.contains(s)) {deduped.add(s);terms.add(s);}}return deduped;}'\n",
      "Regenerating empty test case index 56 for 'public void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte ? 0x01 : 0x00);if (field_5_hasMultibyte) {StringUtil.putUnicodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_author, out);}if (field_7_padding != null) {out.writeByte(field_7_padding.intValue());}}' with prompt '// original code.java\\npublic void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte ? 0x01 : 0x00);if (field_5_hasMultibyte) {StringUtil.putUnicodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_author, out);}if (field_7_padding != null) {out.writeByte(field_7_padding.intValue());}}\\n\\n// code.cs version of code.java\\n'...\n",
      "!! max size might be exceeded !!\n",
      "inputs so far: // original code.java\n",
      "public void serialize(LittleEndianOutput out) {out.writeShort(field_1_row);out.writeShort(field_2_col);out.writeShort(field_3_flags);out.writeShort(field_4_shapeid);out.writeShort(field_6_author.length());out.writeByte(field_5_hasMultibyte? 0x01 : 0x00);if (field_5_hasMultibyte) {StringUtil.putUnicodeLE(field_6_author, out);} else {StringUtil.putCompressedUnicode(field_6_auth [ ... 985 bytes abbreviated ... ] author = StringUtil.readUnicodeLE(in);} else {field_6_author = StringUtil.readCompressedUnicode(in);\n",
      "Patched output: 'public void deserialize(LittleEndianInput in) {field_1_row = in.readShort();field_2_col = in.readShort();field_3_flags = in.readShort();field_4_public void deserialize(LittleEndianInput in) {field_1_row = in.readShort();field_2_col = in.readShort();field_3_flags = in.readShort();field_4_shapeid = in.readShort();field_6_author = StringUtil.readCompressedUnicode(in);field_5_hasMultibyte = in.readByte() == 0x01;if (fieldpublic void deserialize(LittleEndianInput in) {field_1_row = in.readShort();field_2_col = in.readShort();field_3_flags = in.readShort();field_4_public void deserialize(LittleEndianInput in) {field_1_row = in.readShort();field_2_col = in.readShort();field_3_flags = in.readShort();field_4_shapeid = in.readShort();field_6_author = StringUtil.readCompressedUnicode(in);field_5_hasMultibyte = in.readByte() == 0x01;if (field_5_hasMultibyte) {field_6_author = StringUtil.readUnicodeLE(in);} else {field_6_author = StringUtil.readCompressedUnicode(in);'\n",
      "Regenerating empty test case index 59 for 'public void unsetSection(String section, String subsection) {ConfigSnapshot src, res;do {src = state.get();res = unsetSection(src, section, subsection);} while (!state.compareAndSet(src, res));}' with prompt '// original code.java\\npublic void unsetSection(String section, String subsection) {ConfigSnapshot src, res;do {src = state.get();res = unsetSection(src, section, subsection);} while (!state.compareAndSet(src, res));}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public ConfigSnapshot unsetSection(ConfigSnapshot src, String section, String subsection) {ConfigSnapshot res = src;if (src.hasSection(section, subsection)) {res = src.removeSection(section, subsection);} return res;}'\n",
      "Regenerating empty test case index 70 for 'public void remove() {if (expectedModCount == list.modCount) {if (lastLink != null) {Link<ET> next = lastLink.next;Link<ET> previous = lastLink.previous;next.previous = previous;previous.next = next;if (lastLink == link) {pos--;}link = previous;lastLink = null;expectedModCount++;list.size--;list.modCount++;} else {throw new IllegalStateException();}} else {throw new ConcurrentModificationException();}}' with prompt '// original code.java\\npublic void remove() {if (expectedModCount == list.modCount) {if (lastLink != null) {Link<ET> next = lastLink.next;Link<ET> previous = lastLink.previous;next.previous = previous;previous.next = next;if (lastLink == link) {pos--;}link = previous;lastLink = null;expectedModCount++;list.size--;list.modCount++;} else {throw new IllegalStateException();}} else {throw new ConcurrentModificationException();}}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public void remove() {if (expectedModCount == list.modCount) {if (lastLink!= null) {Link<ET> next = lastLink.next;Link<ET> previous = lastLink.previous;next.public void remove() {if (expectedModCount == list.modCount) {if (lastLink!= null) {Link<ET> next = lastLink.next;Link<ET> previous = lastLink.previous;next.previous = previous;previous.next = next;if (lastLink == link) {pos--;}link = previous;lastLink = null;expectedModCount++;list.size--;list.modCount++;} else {throw new IllegalStateException();}} else {throw new ConcurrentModificationException();}}'\n",
      "Regenerating empty test case index 71 for 'public MergeShardsResult mergeShards(MergeShardsRequest request) {request = beforeClientExecution(request);return executeMergeShards(request);}' with prompt '// original code.java\\npublic MergeShardsResult mergeShards(MergeShardsRequest request) {request = beforeClientExecution(request);return executeMergeShards(request);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public MergeShardsResult mergeShards(String index, String shard, String target, String[] source, String[] targetShards) {request = new MergeShardsRequest(index, shard, target, source, targetShards);return executeMergeShards(request);}'\n",
      "Regenerating empty test case index 72 for 'public AllocateHostedConnectionResult allocateHostedConnection(AllocateHostedConnectionRequest request) {request = beforeClientExecution(request);return executeAllocateHostedConnection(request);}' with prompt '// original code.java\\npublic AllocateHostedConnectionResult allocateHostedConnection(AllocateHostedConnectionRequest request) {request = beforeClientExecution(request);return executeAllocateHostedConnection(request);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public AllocateHostedConnectionResult allocateHostedConnection(AllocateHostedConnectionRequest request, IEnumerable<String> requestIds) {request = beforeClientExecution(request);return executeAllocateHostedConnection(request, requestIds);}'\n",
      "Regenerating empty test case index 76 for 'public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++] = byte2 & 63;}}' with prompt '// original code.java\\npublic void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++] = byte2 & 63;}}\\n\\n// code.cs version of code.java\\n'...\n",
      "!! max size might be exceeded !!\n",
      "inputs so far: // original code.java\n",
      "public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & [ ... 1187 bytes abbreviated ... ] sOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++\n",
      "Patched output: 'public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++]public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) |public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++]public void decode(byte[] blocks, int blocksOffset, long[] values, int valuesOffset, int iterations) {for (int i = 0; i < iterations; ++i) {final long byte0 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = byte0 >>> 2;final long byte1 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte0 & 3) << 4) | (byte1 >>> 4);final long byte2 = blocks[blocksOffset++] & 0xFF;values[valuesOffset++] = ((byte1 & 15) << 2) | (byte2 >>> 6);values[valuesOffset++'\n",
      "Regenerating empty test case index 77 for 'public String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new IllegalArgumentException();String[] elements;if (\"file\".equals(scheme) || LOCAL_FILE.matcher(s).matches()) elements = s.split(\"[\\\\\\\\\" + File.separatorChar + \"/]\"); elseelements = s.split(\"/+\"); if (elements.length == 0)throw new IllegalArgumentException();String result = elements[elements.length - 1];if (Constants.DOT_GIT.equals(result))result = elements[elements.length - 2];else if (result.endsWith(Constants.DOT_GIT_EXT))result = result.substring(0, result.length()- Constants.DOT_GIT_EXT.length());return result;}' with prompt '// original code.java\\npublic String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new IllegalArgumentException();String[] elements;if (\"file\".equals(scheme) || LOCAL_FILE.matcher(s).matches()) elements = s.split(\"[\\\\\\\\\" + File.separatorChar + \"/]\"); elseelements = s.split(\"/+\"); if (elements.length == 0)throw new IllegalArgumentException();String result = elements[elements.length - 1];if (Constants.DOT_GIT.equals(result))result = elements[elements.length - 2];else if (result.endsWith(Constants.DOT_GIT_EXT))result = result.substring(0, result.length()- Constants.DOT_GIT_EXT.length());return result;}\\n\\n// code.cs version of code.java\\n'...\n",
      "!! max size might be exceeded !!\n",
      "inputs so far: // original code.java\n",
      "public String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new IllegalArgumentException();String[] elements;if (\"file\".equals(scheme) || LOCAL_FILE.matcher(s).matches()) elements = s.split(\"[\\\\\" + File.separatorChar + \"/]\"); elseelements = s.split(\"/+\"); if (elements.length == 0)t [ ... 1367 bytes abbreviated ... ]  new IllegalArgumentException();String result = elements[elements.length - 1];if (Constants.DOT_GIT.\n",
      "Patched output: 'public String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new Illegalpublic String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new IllegalArgumentException();String[] elements;if (\"file\".equals(scheme) || LOCAL_FILE.matcher(s).matches()) elements = s.split(\"[\\\\\\\\\" + File.separatorChar + \"/]public String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new Illegalpublic String getHumanishName() throws IllegalArgumentException {String s = getPath();if (\"/\".equals(s) || \"\".equals(s)) s = getHost();if (s == null) throw new IllegalArgumentException();String[] elements;if (\"file\".equals(scheme) || LOCAL_FILE.matcher(s).matches()) elements = s.split(\"[\\\\\\\\\" + File.separatorChar + \"/]\"); elseelements = s.split(\"/+\"); if (elements.length == 0)throw new IllegalArgumentException();String result = elements[elements.length - 1];if (Constants.DOT_GIT.'\n",
      "Regenerating empty test case index 96 for 'public String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));symbol = Utils.escapeWhitespace(symbol, false);}return String.format(Locale.getDefault(), \"%s(\\'%s\\')\", LexerNoViableAltException.class.getSimpleName(), symbol);}' with prompt '// original code.java\\npublic String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));symbol = Utils.escapeWhitespace(symbol, false);}return String.format(Locale.getDefault(), \"%s(\\'%s\\')\", LexerNoViableAltException.class.getSimpleName(), symbol);}\\n\\n// code.cs version of code.java\\n'...\n",
      "Patched output: 'public String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));sypublic String toString() {String symbol = \"\";if (startIndex >= 0 && startIndex < getInputStream().size()) {symbol = getInputStream().getText(Interval.of(startIndex,startIndex));symbol = Utils.escapeWhitespace(symbol, false);}return String.format(Locale.getDefault(), \"%s(\\'%s\\')\", LexerNoViableAltException.class.getSimpleName(), symbol);}'\n",
      "Done, 3hr 57min 40s elapsed.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "8412d231b1964716b15aa70b9aa69396",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h1 style='font-weight: bold; border-bottom: 1px solid;'>Testing prompt index 4</h1>\")"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "# Testing prompt index 4\n",
      "Prompt to be tested:\n",
      "// This code is written in Java. Reproduce the same exact code in C#.\n",
      "{prompt}\n",
      "// This code is written in C#.\n",
      "\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "d2088acec4384e2998218e21e071b190",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 350M (Salesforce/codegen-350M-mu…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 350M (Salesforce/codegen-350M-multi)\n",
      "Opening ./output/code2code-trans/prompt4/codegen1-multi-350M.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "20ca84eb3ff94be58ad0adec4df742f9",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done, 50ms elapsed.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7f027af7ebe1427b9b26126aac8e98e2",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 2B (Salesforce/codegen-2B-multi)…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 2B (Salesforce/codegen-2B-multi)\n",
      "Opening ./output/code2code-trans/prompt4/codegen1-multi-2B.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "bbee28faf3a043c2b1cf3507295fc983",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done, 52ms elapsed.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c292d9076a594cfb9e4234739b835677",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 6B (Salesforce/codegen-6B-multi)…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 6B (Salesforce/codegen-6B-multi)\n",
      "Opening ./output/code2code-trans/prompt4/codegen1-multi-6B.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c67ba8a94bf84115a672a4ccf982cf60",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done, 45ms elapsed.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7b2af446f624414c868b74dbe8365757",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HTML(value=\"<h2 style='font-weight: bold; border-bottom: 1px dotted;'>Loading 16B (Salesforce/codegen-16B-mult…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "## Loading 16B (Salesforce/codegen-16B-multi)\n",
      "Opening ./output/code2code-trans/prompt4/codegen1-multi-16B.output...\n",
      "Preparing file for patching...\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "5d5f59f190d143c6a98dad1d8e911481",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(IntProgress(value=0, description='Progress:'), Label(value='Estimated time remaining: calculati…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Done, 39ms elapsed.\n"
     ]
    }
   ],
   "source": [
    "runner.run_battery(\n",
    "    family=ModelFamily.CodeGen1.multi,\n",
    "    patch=True,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ee866f8e-e7e6-4661-bc4d-b1b8b328ba9e",
   "metadata": {},
   "source": [
    "# Interpret Output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d8f3fcc3-8b54-41ae-9cda-50ef4da47efd",
   "metadata": {},
   "outputs": [],
   "source": [
    "import metric\n",
    "runner.init_render(family=ModelFamily.CodeGen1.multi)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d34b9b8e-4b89-4f95-8f45-fbc177940664",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved figure to ./figs/pdf/c2c-all.pdf\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "[{'prompt0': [0.0, 0.0, 0.0, 0.0],\n",
       "  'prompt1': [0.0, 0.0, 0.0, 0.0],\n",
       "  'prompt2': [0.0, 0.0, 0.0, 0.0],\n",
       "  'prompt3': [0.0, 0.0, 0.0, 0.0],\n",
       "  'prompt4': [0.0, 0.0, 0.0, 0.0]},\n",
       " {'prompt0': [0.14744789748224357,\n",
       "   0.12727270151090614,\n",
       "   0.1393528404051602,\n",
       "   0.14905405884515543],\n",
       "  'prompt1': [0.12117556664357497,\n",
       "   0.0718618269678404,\n",
       "   0.06927247251551676,\n",
       "   0.1428896349232126],\n",
       "  'prompt2': [0.08860709274190968,\n",
       "   0.03637304434009434,\n",
       "   0.008308461926085538,\n",
       "   0.02466904576809074],\n",
       "  'prompt3': [0.12950326298150572,\n",
       "   0.1217671970249805,\n",
       "   0.11636460025696847,\n",
       "   0.12809497381086776],\n",
       "  'prompt4': [0.07166091662227538,\n",
       "   0.1021041026142536,\n",
       "   0.0993892353238927,\n",
       "   0.1029306162766804]},\n",
       " {'prompt0': [0.2286190674711711,\n",
       "   0.23661723221907538,\n",
       "   0.2607209648046469,\n",
       "   0.26818107073706954],\n",
       "  'prompt1': [0.1935892124864796,\n",
       "   0.15958011854364207,\n",
       "   0.17963510081385203,\n",
       "   0.26547690149663683],\n",
       "  'prompt2': [0.18144507027205664,\n",
       "   0.09481202095915646,\n",
       "   0.03295771831129324,\n",
       "   0.06459314333404155],\n",
       "  'prompt3': [0.2168927246110565,\n",
       "   0.2186657990926788,\n",
       "   0.23695721447989634,\n",
       "   0.25288623768046614],\n",
       "  'prompt4': [0.1991849648815438,\n",
       "   0.18156185152262655,\n",
       "   0.15509100253937574,\n",
       "   0.18656894207313873]}]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "runner.render_metric_multi(\n",
    "    [ metric.ExactMatch, metric.BLEU, metric.CodeBLEUCSharp ],\n",
    "    save=\"./figs/pdf/c2c-all.pdf\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "11c3a3af-8124-4318-8fa9-f5953a1a89b7",
   "metadata": {
    "jp-MarkdownHeadingCollapsed": true
   },
   "source": [
    "## Combined"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "75ac1b55-c053-4823-b9a2-398b7da06a97",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved figure to ./figs/c2c-1.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved figure to ./figs/c2c-2.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved figure to ./figs/c2c-3.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "{'prompt0': [0.22905727956582494,\n",
       "  0.23617902012442155,\n",
       "  0.2613782829466277,\n",
       "  0.26818107073706954],\n",
       " 'prompt1': [0.19402742458113337,\n",
       "  0.15936101249631518,\n",
       "  0.18051152500315965,\n",
       "  0.26547690149663683],\n",
       " 'prompt2': [0.18166417631938353,\n",
       "  0.09415470281717575,\n",
       "  0.03251950621663942,\n",
       "  0.06503135542869536],\n",
       " 'prompt3': [0.07928639158475127,\n",
       "  0.08881636926079384,\n",
       "  0.08986404204424117,\n",
       "  0.10575441586271458]}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "runner.render_metric(metric.ExactMatch, save=\"./figs/c2c-1.png\")\n",
    "runner.render_metric(metric.BLEU, save=\"./figs/c2c-2.png\")\n",
    "runner.render_metric(metric.CodeBLEUCSharp, save=\"./figs/c2c-3.png\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}