2026-05-05 19:21:09 INFO [accelerate.utils.modeling] We will use 90% of the memory on device 0 for storing the model, and 10% for the buffer to avoid OOM. You can set `max_memory` in to a higher value to use more memory (at your own risk). 2026-05-05 19:21:13 INFO [eval_router] ------------------------------------------------------------ 2026-05-05 19:21:13 INFO [eval_router] Step 0 | Tasks: ['CONCODE'] 2026-05-05 19:21:13 INFO [eval_router] ------------------------------------------------------------ 2026-05-05 19:21:27 INFO [eval_router] Step 0 | correct=2000/2000 | acc=1.0000 2026-05-05 19:21:27 INFO [accelerate.utils.modeling] We will use 90% of the memory on device 0 for storing the model, and 10% for the buffer to avoid OOM. You can set `max_memory` in to a higher value to use more memory (at your own risk). 2026-05-05 19:21:32 INFO [eval_router] ------------------------------------------------------------ 2026-05-05 19:21:32 INFO [eval_router] Step 1 | Tasks: ['CONCODE', 'CodeTrans'] 2026-05-05 19:21:32 INFO [eval_router] ------------------------------------------------------------ 2026-05-05 19:21:32 INFO [eval_router] [WRONG] sample=17 pred=0 (CONCODE) gt=1 (CodeTrans) input='Port the following Java code to C#:\npublic SparseArray(int initialCapacity) {initialCapacity = ArrayUtils.idealIntArraySize(initialCapacity);mKeys = new int[initialCapacity];mValues = new Object[initialCapacity];mSize = 0;}\n' 2026-05-05 19:21:32 INFO [eval_router] [WRONG] sample=28 pred=0 (CONCODE) gt=1 (CodeTrans) input='Give me the C# translation of the following Java code:\npublic BaseRef(AreaEval ae) {_refEval = null;_areaEval = ae;_firstRowIndex = ae.getFirstRow();_firstColumnIndex = ae.getFirstColumn();_height = ae.getLastRow() - ae.getFirstRow() + 1;_width = ae.getLastColumn() - ae.getFirstColumn() + 1;}\n' 2026-05-05 19:21:32 INFO [eval_router] [WRONG] sample=38 pred=0 (CONCODE) gt=1 (CodeTrans) input='Here is some Java code. Translate it to C#:\npublic DescribeLagsResult describeLags(DescribeLagsRequest request) {request = beforeClientExecution(request);return executeDescribeLags(request);}\n' 2026-05-05 19:21:32 INFO [eval_router] [WRONG] sample=56 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic String toString() {return "[Array Formula or Shared Formula]\\n" + "row = " + getRow() + "\\n" + "col = " + getColumn() + "\\n";}\n' 2026-05-05 19:21:32 INFO [eval_router] [WRONG] sample=73 pred=0 (CONCODE) gt=1 (CodeTrans) input="Convert this Java code to C#:\npublic static boolean isValidSchemeChar(int index, char c) {if ((c >= 'a' && c <= 'z') || (c >= 'A' && c <= 'Z')) {return true;}if (index > 0 && ((c >= '0' && c <= '9') || c == '+' || c == '-' || c == '.')) {return true;}return false;}\n" 2026-05-05 19:21:32 INFO [eval_router] [WRONG] sample=79 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic CreateVpnConnectionResult createVpnConnection(CreateVpnConnectionRequest request) {request = beforeClientExecution(request);return executeCreateVpnConnection(request);}\n' 2026-05-05 19:21:33 INFO [eval_router] [WRONG] sample=188 pred=0 (CONCODE) gt=1 (CodeTrans) input='Give me the C# translation of the following Java code:\npublic BaseRef(AreaEval ae) {_refEval = null;_areaEval = ae;_firstRowIndex = ae.getFirstRow();_firstColumnIndex = ae.getFirstColumn();_height = ae.getLastRow() - ae.getFirstRow() + 1;_width = ae.getLastColumn() - ae.getFirstColumn() + 1;}\n' 2026-05-05 19:21:33 INFO [eval_router] [WRONG] sample=228 pred=0 (CONCODE) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic DescribeLifecycleHooksResult describeLifecycleHooks(DescribeLifecycleHooksRequest request) {request = beforeClientExecution(request);return executeDescribeLifecycleHooks(request);}\n' 2026-05-05 19:21:33 INFO [eval_router] [WRONG] sample=235 pred=0 (CONCODE) gt=1 (CodeTrans) input='Migrate this Java code to C#:\npublic String toString(){StringBuilder buffer = new StringBuilder();buffer.append( "[RightMargin]\\n" );buffer.append( " .margin = " ).append( " (" ).append( getMargin() ).append( " )\\n" );buffer.append( "[/RightMargin]\\n" );return buffer.toString();}\n' 2026-05-05 19:21:33 INFO [eval_router] [WRONG] sample=252 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic static double varp(double[] v) {double r = Double.NaN;if (v!=null && v.length > 1) {r = devsq(v) /v.length;}return r;}\n' 2026-05-05 19:21:34 INFO [eval_router] [WRONG] sample=302 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic Record getNext() {if(!hasNext()) {throw new RuntimeException("Attempt to read past end of record stream");}_countRead ++;return _list.get(_nextIndex++);}\n' 2026-05-05 19:21:35 INFO [eval_router] [WRONG] sample=436 pred=0 (CONCODE) gt=1 (CodeTrans) input='I need this code in C# instead of Java:\npublic SeriesToChartGroupRecord(RecordInputStream in) {field_1_chartGroupIndex = in.readShort();}\n' 2026-05-05 19:21:35 INFO [eval_router] [WRONG] sample=531 pred=0 (CONCODE) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic GetRepoWebhookLogListRequest() {super("cr", "2016-06-07", "GetRepoWebhookLogList", "cr");setUriPattern("/repos/[RepoNamespace]/[RepoName]/webhooks/[WebhookId]/logs");setMethod(MethodType.GET);}\n' 2026-05-05 19:21:35 INFO [eval_router] [WRONG] sample=564 pred=0 (CONCODE) gt=1 (CodeTrans) input="Port the following Java code to C#:\npublic static final int committer(byte[] b, int ptr) {final int sz = b.length;if (ptr == 0)ptr += 46; while (ptr < sz && b[ptr] == 'p')ptr += 48; if (ptr < sz && b[ptr] == 'a')ptr = nextLF(b, ptr);return match(b, ptr, committer);}\n" 2026-05-05 19:21:36 INFO [eval_router] [WRONG] sample=580 pred=0 (CONCODE) gt=1 (CodeTrans) input='Give me the C# translation of the following Java code:\npublic final byte get() {if (position == limit) {throw new BufferUnderflowException();}return this.block.peekByte(offset + position++);}\n' 2026-05-05 19:21:36 INFO [eval_router] [WRONG] sample=631 pred=0 (CONCODE) gt=1 (CodeTrans) input='Give me the C# translation of the following Java code:\npublic E pollLast() {Map.Entry entry = backingMap.pollLastEntry();return (entry == null) ? null : entry.getKey();}\n' 2026-05-05 19:21:36 INFO [eval_router] [WRONG] sample=656 pred=0 (CONCODE) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic DisableAddOnResult disableAddOn(DisableAddOnRequest request) {request = beforeClientExecution(request);return executeDisableAddOn(request);}\n' 2026-05-05 19:21:36 INFO [eval_router] [WRONG] sample=718 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic EdgeNGramTokenizerFactory(Map args) {super(args);minGramSize = getInt(args, "minGramSize", EdgeNGramTokenizer.DEFAULT_MIN_GRAM_SIZE);maxGramSize = getInt(args, "maxGramSize", EdgeNGramTokenizer.DEFAULT_MAX_GRAM_SIZE);if (!args.isEmpty()) {throw new IllegalArgumentException("Unknown parameters: " + args);}}\n' 2026-05-05 19:21:37 INFO [eval_router] [WRONG] sample=761 pred=0 (CONCODE) gt=1 (CodeTrans) input='I need this code in C# instead of 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' 2026-05-05 19:21:37 INFO [eval_router] [WRONG] sample=784 pred=0 (CONCODE) gt=1 (CodeTrans) input="Here is some Java code. Translate it to C#:\npublic boolean handles(String commandLine) {return command.length() + 1 < commandLine.length()&& commandLine.charAt(command.length()) == ' '&& commandLine.startsWith(command);}\n" 2026-05-05 19:21:37 INFO [eval_router] [WRONG] sample=792 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic DeleteLifecyclePolicyResult deleteLifecyclePolicy(DeleteLifecyclePolicyRequest request) {request = beforeClientExecution(request);return executeDeleteLifecyclePolicy(request);}\n' 2026-05-05 19:21:37 INFO [eval_router] [WRONG] sample=815 pred=1 (CodeTrans) gt=0 (CONCODE) input='Write me a Java program that creates a script of the form op_return data . this feature allows you to attach a small piece of data like a hash of something stored elsewhere to a zero valued output which can never be spent and thus does not pollute the ledger . concode_field_sep List chunks concode_field_sep ScriptBuilder op concode_elem_sep ScriptBuilder op concode_elem_sep Script updateScriptWithSignature concode_elem_sep ScriptBuilder data concode_elem_sep ScriptBuilder data concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep ScriptBuilder smallNum concode_elem_sep ScriptBuilder smallNum concode_elem_sep Script createRedeemScript concode_elem_sep ScriptBuilder addChunk concode_elem_sep ScriptBuilder addChunk concode_elem_sep Script createInputScript concode_elem_sep Script createInputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigOutputScript concode_elem_sep Script build concode_elem_sep Script createP2SHMultiSigInputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript' 2026-05-05 19:21:37 INFO [eval_router] [WRONG] sample=872 pred=0 (CONCODE) gt=1 (CodeTrans) input='Port the following Java code to C#:\npublic String toString() {return "spans(" + term.toString() + ")@" +(doc == -1 ? "START" : (doc == NO_MORE_DOCS) ? "ENDDOC": doc + " - " + (position == NO_MORE_POSITIONS ? "ENDPOS" : position));}\n' 2026-05-05 19:21:38 INFO [eval_router] [WRONG] sample=907 pred=0 (CONCODE) gt=1 (CodeTrans) input='Turn this Java snippet into C#:\npublic boolean isSuccessful() {if (mergeResult != null)return mergeResult.getMergeStatus().isSuccessful();else if (rebaseResult != null)return rebaseResult.getStatus().isSuccessful();return true;}\n' 2026-05-05 19:21:38 INFO [eval_router] [WRONG] sample=996 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic CommonTokenStream(TokenSource tokenSource, int channel) {this(tokenSource);this.channel = channel;}\n' 2026-05-05 19:21:38 INFO [eval_router] [WRONG] sample=1017 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic UnbufferedCharStream(int bufferSize) {n = 0;data = new int[bufferSize];}\n' 2026-05-05 19:21:39 INFO [eval_router] [WRONG] sample=1079 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic ParseTreePattern compileParseTreePattern(String pattern, int patternRuleIndex) {if ( getTokenStream()!=null ) {TokenSource tokenSource = getTokenStream().getTokenSource();if ( tokenSource instanceof Lexer ) {Lexer lexer = (Lexer)tokenSource;return compileParseTreePattern(pattern, patternRuleIndex, lexer);}}throw new UnsupportedOperationException("Parser can\'t discover a lexer to use");}\n' 2026-05-05 19:21:39 INFO [eval_router] [WRONG] sample=1118 pred=0 (CONCODE) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic DescribeClusterUserKubeconfigRequest() {super("CS", "2015-12-15", "DescribeClusterUserKubeconfig", "csk");setUriPattern("/k8s/[ClusterId]/user_config");setMethod(MethodType.GET);}\n' 2026-05-05 19:21:39 INFO [eval_router] [WRONG] sample=1128 pred=0 (CONCODE) gt=1 (CodeTrans) input='Here is some Java code. Translate it to C#:\npublic static byte[] toBigEndianUtf16Bytes(char[] chars, int offset, int length) {byte[] result = new byte[length * 2];int end = offset + length;int resultIndex = 0;for (int i = offset; i < end; ++i) {char ch = chars[i];result[resultIndex++] = (byte) (ch >> 8);result[resultIndex++] = (byte) ch;}return result;}\n' 2026-05-05 19:21:40 INFO [eval_router] [WRONG] sample=1343 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic void setNoChildReport() {letChildReport = false;for (final PerfTask task : tasks) {if (task instanceof TaskSequence) {((TaskSequence)task).setNoChildReport();}}}\n' 2026-05-05 19:21:40 INFO [eval_router] [WRONG] sample=1344 pred=0 (CONCODE) gt=1 (CodeTrans) input='Give me the C# translation of the following Java code:\npublic ListTaskDefinitionFamiliesResult listTaskDefinitionFamilies(ListTaskDefinitionFamiliesRequest request) {request = beforeClientExecution(request);return executeListTaskDefinitionFamilies(request);}\n' 2026-05-05 19:21:40 INFO [eval_router] [WRONG] sample=1350 pred=0 (CONCODE) gt=1 (CodeTrans) input='Give me the C# translation of the following Java code:\npublic ListAppliedSchemaArnsResult listAppliedSchemaArns(ListAppliedSchemaArnsRequest request) {request = beforeClientExecution(request);return executeListAppliedSchemaArns(request);}\n' 2026-05-05 19:21:41 INFO [eval_router] [WRONG] sample=1409 pred=0 (CONCODE) gt=1 (CodeTrans) input='Turn this Java snippet into C#:\npublic void set(int index, long value) {final int o = index >>> 5;final int b = index & 31;final int shift = b << 1;blocks[o] = (blocks[o] & ~(3L << shift)) | (value << shift);}\n' 2026-05-05 19:21:41 INFO [eval_router] [WRONG] sample=1415 pred=0 (CONCODE) gt=1 (CodeTrans) input='Turn this Java snippet into C#:\npublic Pair(ContentSource oldSource, ContentSource newSource) {this.oldSource = oldSource;this.newSource = newSource;}\n' 2026-05-05 19:21:41 INFO [eval_router] [WRONG] sample=1468 pred=0 (CONCODE) gt=1 (CodeTrans) input='Turn this Java snippet into C#:\npublic CharSequence toQueryString(EscapeQuerySyntax escaper) {if (isDefaultField(this.field)) {return "\\"" + getTermEscapeQuoted(escaper) + "\\"";} else {return this.field + ":" + "\\"" + getTermEscapeQuoted(escaper) + "\\"";}}\n' 2026-05-05 19:21:41 INFO [eval_router] [WRONG] sample=1482 pred=0 (CONCODE) gt=1 (CodeTrans) input='Make this Java code work in C#:\npublic String toXml(String tab) {StringBuilder builder = new StringBuilder();builder.append(tab).append("<").append(getRecordName()).append(">\\n");for (EscherRecord escherRecord : getEscherRecords()) {builder.append(escherRecord.toXml(tab + "\\t"));}builder.append(tab).append("\\n");return builder.toString();}\n' 2026-05-05 19:21:41 INFO [eval_router] [WRONG] sample=1498 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic RecognizeCarRequest() {super("visionai-poc", "2020-04-08", "RecognizeCar");setMethod(MethodType.POST);}\n' 2026-05-05 19:21:42 INFO [eval_router] [WRONG] sample=1599 pred=0 (CONCODE) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic int stem(char s[], int len) {int numVowels = numVowels(s, len);for (int i = 0; i < affixes.length; i++) {Affix affix = affixes[i];if (numVowels > affix.vc && len >= affix.affix.length + 3 && endsWith(s, len, affix.affix)) {len -= affix.affix.length;return affix.palatalizes ? unpalatalize(s, len) : len;}}return len;}\n' 2026-05-05 19:21:43 INFO [eval_router] [WRONG] sample=1711 pred=0 (CONCODE) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic AssociateSigninDelegateGroupsWithAccountResult associateSigninDelegateGroupsWithAccount(AssociateSigninDelegateGroupsWithAccountRequest request) {request = beforeClientExecution(request);return executeAssociateSigninDelegateGroupsWithAccount(request);}\n' 2026-05-05 19:21:43 INFO [eval_router] [WRONG] sample=1726 pred=0 (CONCODE) gt=1 (CodeTrans) input='Here is some Java code. Translate it to C#:\npublic DirCacheEntry getDirCacheEntry() {return currentSubtree == null ? currentEntry : null;}\n' 2026-05-05 19:21:43 INFO [eval_router] [WRONG] sample=1792 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic ReceiveMessageRequest(String queueUrl) {setQueueUrl(queueUrl);}\n' 2026-05-05 19:21:44 INFO [eval_router] [WRONG] sample=1887 pred=0 (CONCODE) gt=1 (CodeTrans) input='Here is some Java code. Translate it to C#:\npublic void copyRawTo(byte[] b, int o) {NB.encodeInt32(b, o, w1);NB.encodeInt32(b, o + 4, w2);NB.encodeInt32(b, o + 8, w3);NB.encodeInt32(b, o + 12, w4);NB.encodeInt32(b, o + 16, w5);}\n' 2026-05-05 19:21:44 INFO [eval_router] [WRONG] sample=1935 pred=0 (CONCODE) gt=1 (CodeTrans) input='Rewrite the following 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' 2026-05-05 19:21:44 INFO [eval_router] [WRONG] sample=1968 pred=1 (CodeTrans) gt=0 (CONCODE) input='Generate a Java program that https is the default transport for oauth 2.0 services . by default this method will issue a warning for open endpoints concode_field_sep Logger LOG concode_elem_sep MessageContext mc concode_elem_sep OAuthDataProvider dataProvider concode_elem_sep boolean writeOptionalParameters concode_elem_sep boolean blockUnsecureRequests concode_elem_sep Method dataProviderContextMethod concode_field_sep boolean isWriteOptionalParameters concode_elem_sep void setMessageContext concode_elem_sep void setBlockUnsecureRequests concode_elem_sep OAuthDataProvider getDataProvider concode_elem_sep MultivaluedMap getQueryParameters concode_elem_sep Client getValidClient concode_elem_sep Client getValidClient concode_elem_sep void reportInvalidRequestError concode_elem_sep void reportInvalidRequestError concode_elem_sep void reportInvalidRequestError concode_elem_sep void reportInvalidRequestError concode_elem_sep void setDataProvider concode_elem_sep void setWriteOptionalParameters concode_elem_sep MessageContext getMessageContext' 2026-05-05 19:21:44 INFO [eval_router] [WRONG] sample=1976 pred=0 (CONCODE) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic DeleteBranchCommand setForce(boolean force) {checkCallable();this.force = force;return this;}\n' 2026-05-05 19:21:45 INFO [eval_router] [WRONG] sample=2118 pred=0 (CONCODE) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic String toString() {if (getChildren() == null || getChildren().size() == 0)return "";StringBuilder sb = new StringBuilder();sb.append("");for (QueryNode child : getChildren()) {sb.append("\\n");sb.append(child.toString());}sb.append("\\n");return sb.toString();}\n' 2026-05-05 19:21:46 INFO [eval_router] [WRONG] sample=2186 pred=0 (CONCODE) gt=1 (CodeTrans) input='Convert this Java code to C#:\npublic SimpleQQParser(String qqNames[], String indexField) {this.qqNames = qqNames;this.indexField = indexField;}\n' 2026-05-05 19:21:46 INFO [eval_router] [WRONG] sample=2230 pred=1 (CodeTrans) gt=0 (CONCODE) input='Implement the following in Java: create a program that satisfies an op_checkmultisig program . concode_field_sep List chunks concode_field_sep ScriptBuilder op concode_elem_sep ScriptBuilder op concode_elem_sep Script updateScriptWithSignature concode_elem_sep Script createOpReturnScript concode_elem_sep ScriptBuilder data concode_elem_sep ScriptBuilder data concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep ScriptBuilder smallNum concode_elem_sep ScriptBuilder smallNum concode_elem_sep Script createRedeemScript concode_elem_sep ScriptBuilder addChunk concode_elem_sep ScriptBuilder addChunk concode_elem_sep Script createInputScript concode_elem_sep Script createInputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createMultiSigOutputScript concode_elem_sep Script build concode_elem_sep Script createP2SHMultiSigInputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript' 2026-05-05 19:21:46 INFO [eval_router] [WRONG] sample=2235 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic DeleteVoiceConnectorResult deleteVoiceConnector(DeleteVoiceConnectorRequest request) {request = beforeClientExecution(request);return executeDeleteVoiceConnector(request);}\n' 2026-05-05 19:21:46 INFO [eval_router] [WRONG] sample=2259 pred=0 (CONCODE) gt=1 (CodeTrans) input='Here is some Java code. Translate it to C#:\npublic String toString() {StringBuilder buffer = new StringBuilder();buffer.append("[CFRULE]\\n");buffer.append(" .condition_type =").append(getConditionType()).append("\\n");buffer.append(" OPTION FLAGS=0x").append(Integer.toHexString(getOptions())).append("\\n");if (containsFontFormattingBlock()) {buffer.append(_fontFormatting).append("\\n");}if (containsBorderFormattingBlock()) {buffer.append(_borderFormatting).append("\\n");}if (containsPatternFormattingBlock()) {buffer.append(_patternFormatting).append("\\n");}buffer.append(" Formula 1 =").append(Arrays.toString(getFormula1().getTokens())).append("\\n");buffer.append(" Formula 2 =").append(Arrays.toString(getFormula2().getTokens())).append("\\n");buffer.append("[/CFRULE]\\n");return buffer.toString();}\n' 2026-05-05 19:21:46 INFO [eval_router] [WRONG] sample=2277 pred=0 (CONCODE) gt=1 (CodeTrans) input='Convert this Java code to C#:\npublic FetchAlbumTagPhotosRequest() {super("CloudPhoto", "2017-07-11", "FetchAlbumTagPhotos", "cloudphoto");setProtocol(ProtocolType.HTTPS);}\n' 2026-05-05 19:21:47 INFO [eval_router] [WRONG] sample=2355 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic final int[] getCharIntervals() {return points.clone();}\n' 2026-05-05 19:21:47 INFO [eval_router] [WRONG] sample=2393 pred=0 (CONCODE) gt=1 (CodeTrans) input='Convert this code from Java to C#:\npublic DescribeSnapshotSchedulesResult describeSnapshotSchedules(DescribeSnapshotSchedulesRequest request) {request = beforeClientExecution(request);return executeDescribeSnapshotSchedules(request);}\n' 2026-05-05 19:21:47 INFO [eval_router] [WRONG] sample=2396 pred=0 (CONCODE) gt=1 (CodeTrans) input='I need this code in C# instead of Java:\npublic FetchPhotosRequest() {super("CloudPhoto", "2017-07-11", "FetchPhotos", "cloudphoto");setProtocol(ProtocolType.HTTPS);}\n' 2026-05-05 19:21:48 INFO [eval_router] [WRONG] sample=2554 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic EventSubscription removeSourceIdentifierFromSubscription(RemoveSourceIdentifierFromSubscriptionRequest request) {request = beforeClientExecution(request);return executeRemoveSourceIdentifierFromSubscription(request);}\n' 2026-05-05 19:21:49 INFO [eval_router] [WRONG] sample=2694 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic ByteBuffer putInt(int value) {throw new ReadOnlyBufferException();}\n' 2026-05-05 19:21:49 INFO [eval_router] [WRONG] sample=2712 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic final long getLong() {int newPosition = position + SizeOf.LONG;if (newPosition > limit) {throw new BufferUnderflowException();}long result = Memory.peekLong(backingArray, offset + position, order);position = newPosition;return result;}\n' 2026-05-05 19:21:49 INFO [eval_router] [WRONG] sample=2733 pred=0 (CONCODE) gt=1 (CodeTrans) input='Here is some Java code. Translate it to C#:\npublic ListAvailableManagementCidrRangesResult listAvailableManagementCidrRanges(ListAvailableManagementCidrRangesRequest request) {request = beforeClientExecution(request);return executeListAvailableManagementCidrRanges(request);}\n' 2026-05-05 19:21:49 INFO [eval_router] [WRONG] sample=2749 pred=0 (CONCODE) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic void preSerialize(){if(records.getTabpos() > 0) {TabIdRecord tir = ( TabIdRecord ) records.get(records.getTabpos());if(tir._tabids.length < boundsheets.size()) {fixTabIdRecord();}}}\n' 2026-05-05 19:21:50 INFO [eval_router] [WRONG] sample=2815 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic Builder() {this(true);}\n' 2026-05-05 19:21:50 INFO [eval_router] [WRONG] sample=2864 pred=0 (CONCODE) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic void setRefLogMessage(String msg, boolean appendStatus) {customRefLog = true;if (msg == null && !appendStatus) {disableRefLog();} else if (msg == null && appendStatus) {refLogMessage = ""; refLogIncludeResult = true;} else {refLogMessage = msg;refLogIncludeResult = appendStatus;}}\n' 2026-05-05 19:21:50 INFO [eval_router] [WRONG] sample=2877 pred=0 (CONCODE) gt=1 (CodeTrans) input='Here is some Java code. Translate it to C#:\npublic ByteBuffer putShort(short value) {throw new ReadOnlyBufferException();}\n' 2026-05-05 19:21:50 INFO [eval_router] [WRONG] sample=2900 pred=0 (CONCODE) gt=1 (CodeTrans) input='Port the following Java code to C#:\npublic boolean equals(Object obj) {final State other = (State) obj;return is_final == other.is_final&& Arrays.equals(this.labels, other.labels)&& referenceEquals(this.states, other.states);}\n' 2026-05-05 19:21:50 INFO [eval_router] [WRONG] sample=2908 pred=0 (CONCODE) gt=1 (CodeTrans) input='Take this Java function and write it in C#:\npublic ParseTreeMatch match(ParseTree tree, ParseTreePattern pattern) {MultiMap labels = new MultiMap();ParseTree mismatchedNode = matchImpl(tree, pattern.getPatternTree(), labels);return new ParseTreeMatch(tree, pattern, labels, mismatchedNode);}\n' 2026-05-05 19:21:51 INFO [eval_router] Step 1 | correct=2936/3000 | acc=0.9787 2026-05-05 19:21:51 INFO [accelerate.utils.modeling] We will use 90% of the memory on device 0 for storing the model, and 10% for the buffer to avoid OOM. You can set `max_memory` in to a higher value to use more memory (at your own risk). 2026-05-05 19:21:58 INFO [eval_router] ------------------------------------------------------------ 2026-05-05 19:21:58 INFO [eval_router] Step 2 | Tasks: ['CONCODE', 'CodeTrans', 'CodeSearchNet'] 2026-05-05 19:21:58 INFO [eval_router] ------------------------------------------------------------ 2026-05-05 19:21:58 INFO [eval_router] [WRONG] sample=6 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Describe this code:\ndef calculate_sortable_values\n response_fieldable.input_fields.each do |response_field|\n if (x = response_value(response_field)).present?\n get_responses["#{response_field.id}_sortable_value"] = response_field.sortable_value(x)\n end\n end\n\n mark_responses_as_changed!\n end' 2026-05-05 19:21:58 INFO [eval_router] [WRONG] sample=21 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='Create a Java function to test method for net.sf.marineapi.nmea.util.date #getday . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testConstructor concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsAfterInit concode_elem_sep void testEqualsWrongType concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testGetMonth concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testSetDayOutOfBounds concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testSetYearFiveDigits concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testSetMonthOutOfBounds' 2026-05-05 19:21:58 INFO [eval_router] [WRONG] sample=84 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='What is the purpose of the following Ruby function?\ndef check_file(file)\n puts "Checking #{file}..." if verbose == true\n # spell check each line separately so we can report error locations properly\n lines = File.read(file).split("\\n")\n\n success = true\n lines.each_with_index do |text, index|\n misspelled = misspelled_on_line(text)\n next if misspelled.empty?\n\n success = false\n print_misspelled(misspelled, index, text)\n end\n\n success\n end' 2026-05-05 19:21:59 INFO [eval_router] [WRONG] sample=109 pred=2 (CodeSearchNet) gt=1 (CodeTrans) input='Here is some Java code. Translate it to C#:\npublic BasicSessionCredentials(String accessKeyId, String accessKeySecret, String sessionToken,long roleSessionDurationSeconds) {if (accessKeyId == null) {throw new IllegalArgumentException("Access key ID cannot be null.");}if (accessKeySecret == null) {throw new IllegalArgumentException("Access key secret cannot be null.");}this.accessKeyId = accessKeyId;this.accessKeySecret = accessKeySecret;this.sessionToken = sessionToken;this.roleSessionDurationSeconds = roleSessionDurationSeconds;this.sessionStartedTimeInMilliSeconds = System.currentTimeMillis();}\n' 2026-05-05 19:21:59 INFO [eval_router] [WRONG] sample=115 pred=2 (CodeSearchNet) gt=1 (CodeTrans) input='Make this Java code work in C#:\npublic void addAll(BlockList 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' 2026-05-05 19:22:00 INFO [eval_router] [WRONG] sample=299 pred=0 (CONCODE) gt=1 (CodeTrans) input='Rewrite the following 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' 2026-05-05 19:22:00 INFO [eval_router] [WRONG] sample=345 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Look at this code and tell me what it\'s doing:\ndef stats(experiment_id)\n @url = "experiments/#{experiment_id}/stats"\n raise OptimizelyError::NoExperimentID, "An Experiment ID is required to retrieve the stats." if experiment_id.nil?\n\n response = self.get(@url)\n response.collect { |response_json| Stat.new(response_json) }\n end' 2026-05-05 19:22:01 INFO [eval_router] [WRONG] sample=414 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='Code a Java function that test method for net.sf.marineapi.nmea.util.date #equals java.lang.object . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testConstructor concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsWrongType concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testGetMonth concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testSetDayOutOfBounds concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testSetYearFiveDigits concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testGetDay concode_elem_sep void testSetMonthOutOfBounds' 2026-05-05 19:22:01 INFO [eval_router] [WRONG] sample=470 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input='What is the purpose of the following Ruby function?\ndef create(model_name,options={})\n # @TODO: this is another path that parallels the ModelFactory\n model_class = Metro::Models.find(model_name)\n mc = model_class.new options\n mc.scene = scene\n mc.window = window\n mc\n end' 2026-05-05 19:22:01 INFO [eval_router] [WRONG] sample=486 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic UnbufferedCharStream(int bufferSize) {n = 0;data = new int[bufferSize];}\n' 2026-05-05 19:22:01 INFO [eval_router] [WRONG] sample=488 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="Look at this code and tell me what it's doing:\ndef vars(nid, vs={})\n\n n = node(nid); return vs unless n\n\n (n['vars'] || {})\n .each { |k, v| vs[k] = Flor.dup(v) unless vs.has_key?(k) }\n\n pnid = n['parent']\n\n if @unit.loader && pnid == nil && n['vdomain'] != false\n\n @unit.loader.variables(n['vdomain'] || Flor.domain(@exid))\n .each { |k, v| vs[k] = Flor.dup(v) unless vs.has_key?(k) }\n end\n\n if cn = n['cnid']; vars(cn, vs); end\n vars(pnid, vs) if pnid\n\n vs\n end" 2026-05-05 19:22:01 INFO [eval_router] [WRONG] sample=542 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='I want to test method for net.sf.marineapi.nmea.util.date #equals java.lang.object . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testConstructor concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsAfterInit concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testGetMonth concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testSetDayOutOfBounds concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testSetYearFiveDigits concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testGetDay concode_elem_sep void testSetMonthOutOfBounds. Write the Java code for it.' 2026-05-05 19:22:02 INFO [eval_router] [WRONG] sample=638 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Describe this code:\ndef run(*commands)\n context = case\n when @_context.is_a?(Hash) && @_context[:tabs]\n @_context[:tabs][\'default\'][:commands]\n when @_context.is_a?(Hash)\n @_context[:commands]\n else\n @_context\n end\n context << commands.map { |c| c =~ /&$/ ? "(#{c})" : c }.join(" && ")\n end' 2026-05-05 19:22:02 INFO [eval_router] [WRONG] sample=640 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic CreateVpnConnectionResult createVpnConnection(CreateVpnConnectionRequest request) {request = beforeClientExecution(request);return executeCreateVpnConnection(request);}\n' 2026-05-05 19:22:03 INFO [eval_router] [WRONG] sample=785 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Describe this code:\ndef check_writable(path)\n raise Error, "\'#{path}\' is not writable" if path.exist? && !path.writable? || !path.parent.writable?\n end' 2026-05-05 19:22:03 INFO [eval_router] [WRONG] sample=825 pred=1 (CodeTrans) gt=0 (CONCODE) input="I want to computes the determinant of the matrix using leibniz 's formula a direct implementation of leibniz determinant equation . this is of little practical use because of its slow runtime of o n ! where n is the width of the matrix . lu decomposition should be used instead . one advantage of leibniz 's equation is how simplistic it is . det a = sum & sigma ; in sn ; sgn & sigma ;-rrb- prod i = 1 to n ; ai , & sigma ; i sgn is the sign function of permutations . +1 or -1 for even and odd permutations a set of permutations . if n = 3 then the possible permutations are 1,2,3 1,3,2 , 3,2,1 , ... etc concode_field_sep PlaceHolder placeHolder concode_field_sep double recursive. Write the Java code for it." 2026-05-05 19:22:03 INFO [eval_router] [WRONG] sample=868 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic ByteBuffer putInt(int value) {throw new ReadOnlyBufferException();}\n' 2026-05-05 19:22:04 INFO [eval_router] [WRONG] sample=928 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="Review this Ruby code and give a summary of its functionality:\ndef setup_streaming\n stream_uri = @client.instance()\n .attributes['urls']['streaming_api'].gsub(/^wss?/, 'https')\n @streamer = Mastodon::Streaming::Client.new(base_url: stream_uri,\n bearer_token: ENV['TOKEN'])\n end" 2026-05-05 19:22:04 INFO [eval_router] [WRONG] sample=974 pred=0 (CONCODE) gt=1 (CodeTrans) input='Turn this Java snippet into C#:\npublic void set(int index, long value) {final int o = index >>> 5;final int b = index & 31;final int shift = b << 1;blocks[o] = (blocks[o] & ~(3L << shift)) | (value << shift);}\n' 2026-05-05 19:22:04 INFO [eval_router] [WRONG] sample=1008 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input='Explain this code to me:\ndef add_endpoint(region, service_id, publicurl, adminurl, internalurl)\n data = {\n \'endpoint\' => {\n \'region\' => region,\n \'service_id\' => service_id,\n \'publicurl\' => publicurl,\n \'adminurl\' => adminurl,\n \'internalurl\' => internalurl\n }\n }\n return post_request(address("/endpoints"), data, token())\n end' 2026-05-05 19:22:04 INFO [eval_router] [WRONG] sample=1027 pred=2 (CodeSearchNet) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic WindowCacheConfig fromConfig(Config rc) {setPackedGitUseStrongRefs(rc.getBoolean(CONFIG_CORE_SECTION,CONFIG_KEY_PACKED_GIT_USE_STRONGREFS,isPackedGitUseStrongRefs()));setPackedGitOpenFiles(rc.getInt(CONFIG_CORE_SECTION, null,CONFIG_KEY_PACKED_GIT_OPENFILES, getPackedGitOpenFiles()));setPackedGitLimit(rc.getLong(CONFIG_CORE_SECTION, null,CONFIG_KEY_PACKED_GIT_LIMIT, getPackedGitLimit()));setPackedGitWindowSize(rc.getInt(CONFIG_CORE_SECTION, null,CONFIG_KEY_PACKED_GIT_WINDOWSIZE, getPackedGitWindowSize()));setPackedGitMMAP(rc.getBoolean(CONFIG_CORE_SECTION, null,CONFIG_KEY_PACKED_GIT_MMAP, isPackedGitMMAP()));setDeltaBaseCacheLimit(rc.getInt(CONFIG_CORE_SECTION, null,CONFIG_KEY_DELTA_BASE_CACHE_LIMIT, getDeltaBaseCacheLimit()));long maxMem = Runtime.getRuntime().maxMemory();long sft = rc.getLong(CONFIG_CORE_SECTION, null,CONFIG_KEY_STREAM_FILE_TRESHOLD, getStreamFileThreshold());sft = Math.min(sft, maxMem / 4); sft = Math.min(sft, Integer.MAX_VALUE); setStreamFileThreshold((int) sft);return this;}\n' 2026-05-05 19:22:05 INFO [eval_router] [WRONG] sample=1108 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Summarize this code:\ndef redis_alias name, main_fields, name_of_field_for_order = nil, name_of_field_for_args = nil\n #set fields if they are not allready set!\n if name_of_field_for_order && name_of_field_for_args\n redis_field name_of_field_for_order, :array, [] unless redis_fields_config.has_key?(name_of_field_for_order)\n redis_field name_of_field_for_args, :hash, {} unless redis_fields_config.has_key?(name_of_field_for_args)\n end\n\n @redis_alias_config ||= {}\n #add specification of dynamic alias\n @redis_alias_config[name] = { \n main_fields: main_fields,\n order_field: name_of_field_for_order,\n args_field: name_of_field_for_args,\n }\n\n #create alias methods for find and get (find_by_name, get_by_name)\n create_class_alias_method(name)\n end' 2026-05-05 19:22:05 INFO [eval_router] [WRONG] sample=1167 pred=2 (CodeSearchNet) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic EdgeNGramTokenizerFactory(Map args) {super(args);minGramSize = getInt(args, "minGramSize", EdgeNGramTokenizer.DEFAULT_MIN_GRAM_SIZE);maxGramSize = getInt(args, "maxGramSize", EdgeNGramTokenizer.DEFAULT_MAX_GRAM_SIZE);if (!args.isEmpty()) {throw new IllegalArgumentException("Unknown parameters: " + args);}}\n' 2026-05-05 19:22:06 INFO [eval_router] [WRONG] sample=1182 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic String toString() {return "[Array Formula or Shared Formula]\\n" + "row = " + getRow() + "\\n" + "col = " + getColumn() + "\\n";}\n' 2026-05-05 19:22:06 INFO [eval_router] [WRONG] sample=1308 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Look at this code and tell me what it\'s doing:\ndef add_trackers torrent_hash, urls\n urls = Array(urls)\n # Ampersands in urls must be escaped.\n urls = urls.map { |url| url.gsub(\'&\', \'%26\') }\n urls = urls.join(\'%0A\')\n\n options = {\n body: "hash=#{torrent_hash}&urls=#{urls}"\n }\n\n self.class.post(\'/command/addTrackers\', options)\n end' 2026-05-05 19:22:07 INFO [eval_router] [WRONG] sample=1457 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Look at this code and tell me what it\'s doing:\ndef fetcher\n @fetcher ||=\n if source_type == :url && File.basename(source[:url], "?*").end_with?(*NetFetcher::ALL_EXTENSIONS)\n Fetcher.fetcher_class_for_source(source).new(manifest_entry, fetch_dir, build_dir)\n else\n Fetcher.fetcher_class_for_source(source).new(manifest_entry, project_dir, build_dir)\n end\n end' 2026-05-05 19:22:08 INFO [eval_router] [WRONG] sample=1468 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input='Write a summary for the Ruby code below:\ndef update_values # rubocop:disable Metrics/AbcSize\n # set the parameters of carrierwave_image at the end for validates.\n permitting = []\n dynamic_scaffold.form.items.reject {|i| i.type?(:carrierwave_image) }.each do |item|\n item.extract_parameters(permitting)\n end\n permitting.concat(dynamic_scaffold.form.permit_params)\n dynamic_scaffold.form.items.select {|i| i.type?(:carrierwave_image) }.each do |item|\n item.extract_parameters(permitting)\n end\n\n values = params\n .require(dynamic_scaffold.model.name.underscore)\n .permit(*permitting)\n\n if dynamic_scaffold.scope && !valid_for_scope?(values)\n raise DynamicScaffold::Error::InvalidOperation, "You can update only to #{scope_params} on this scope"\n end\n\n values\n end' 2026-05-05 19:22:08 INFO [eval_router] [WRONG] sample=1495 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Explain what the following Ruby code does:\ndef destroy_aliases!\n #do it only if it is existing object!\n if redis_old_keys[:aliases].size > 0\n redis_old_keys[:aliases].each do |alias_key|\n RedisModelExtension::Database.redis.srem alias_key, redis_old_keys[:key]\n #delete alias with 0 keys\n RedisModelExtension::Database.redis.del(alias_key) if RedisModelExtension::Database.redis.scard(alias_key).to_i == 0\n end\n end\n end' 2026-05-05 19:22:08 INFO [eval_router] [WRONG] sample=1507 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='Build a Java function that test method for net.sf.marineapi.nmea.util.date #setyear int . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testConstructor concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsAfterInit concode_elem_sep void testEqualsWrongType concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testGetMonth concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testSetDayOutOfBounds concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testGetDay concode_elem_sep void testSetMonthOutOfBounds' 2026-05-05 19:22:08 INFO [eval_router] [WRONG] sample=1569 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="Give me a short description of what this Ruby code does:\ndef expire_publication(session_id, message_id)\n validate_presence_of session_id, 'Session Id'\n validate_presence_of message_id, 'Message Id'\n\n @client.call(:expire_publication, message: { 'SessionID' => session_id, 'MessageID' => message_id })\n\n return true\n end" 2026-05-05 19:22:11 INFO [eval_router] [WRONG] sample=1993 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="What does this Ruby code do?\ndef add_field(value)\n return if value.nil?\n return if value.strip.empty?\n\n # Increment the variable field count\n self.variable_fields_count += 1\n\n # Add the field\n label_data.push('^FN' + variable_fields_count.to_s +\n '^FD' + value + '^FS')\n end" 2026-05-05 19:22:11 INFO [eval_router] [WRONG] sample=2042 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='What does this code snippet do?\ndef columns_hash\n colModel.inject({}) { |h, col| h[col.name] = col; h }\n end' 2026-05-05 19:22:11 INFO [eval_router] [WRONG] sample=2062 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Read the code below and provide a brief description of its functionality:\ndef experiments(project_id)\n raise OptimizelyError::NoProjectID, "A Project ID is required to retrieve experiments." if project_id.nil?\n\n response = self.get("projects/#{project_id}/experiments")\n response.collect { |response_json| Experiment.new(response_json) }\n end' 2026-05-05 19:22:12 INFO [eval_router] [WRONG] sample=2093 pred=0 (CONCODE) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic String toString() {if (getChildren() == null || getChildren().size() == 0)return "";StringBuilder sb = new StringBuilder();sb.append("");for (QueryNode child : getChildren()) {sb.append("\\n");sb.append(child.toString());}sb.append("\\n");return sb.toString();}\n' 2026-05-05 19:22:12 INFO [eval_router] [WRONG] sample=2199 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='Code a Java function that test method for net.sf.marineapi.nmea.util.date #getmonth . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testConstructor concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsAfterInit concode_elem_sep void testEqualsWrongType concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testSetDayOutOfBounds concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testSetYearFiveDigits concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testGetDay concode_elem_sep void testSetMonthOutOfBounds' 2026-05-05 19:22:12 INFO [eval_router] [WRONG] sample=2200 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Explain this code to me:\ndef config\n return @config if @config\n\n @config = read_spell_config(GLOBAL_SPELL_CONFIG_FILE)\n custom_config = read_spell_config(CUSTOM_SPELL_CONFIG_FILE)\n\n report_duplicates(config["dictionary"], custom_config["dictionary"].to_a)\n\n custom_config["dictionary"] = @config["dictionary"] + custom_config["dictionary"].to_a\n custom_config["dictionary"].uniq!\n\n # override the global values by the local if present\n @config.merge!(custom_config)\n\n @config\n end' 2026-05-05 19:22:12 INFO [eval_router] [WRONG] sample=2207 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='What does the following code do?\ndef get_nodes(sorted = true)\n SentenceBuilder::Helper.to_boolean(sorted) ? @nodes.sort_by{|i| i.sort_by_value} : @nodes\n end' 2026-05-05 19:22:12 INFO [eval_router] [WRONG] sample=2222 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='Here is a programming problem, solve it in Java:\ntest method for net.sf.marineapi.nmea.util.date #setday int . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testConstructor concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsAfterInit concode_elem_sep void testEqualsWrongType concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testGetMonth concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testSetYearFiveDigits concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testGetDay concode_elem_sep void testSetMonthOutOfBounds' 2026-05-05 19:22:14 INFO [eval_router] [WRONG] sample=2480 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input="What does the following code do?\ndef draw_border(x, y, height, width)\n return unless numeric?(height) && numeric?(width)\n x = 0 unless numeric?(x)\n y = 0 unless numeric?(y)\n\n label_data.push('^FO' + Integer(x * printer_dpi).to_s + ',' +\n Integer(y * printer_dpi).to_s + '^GB' +\n Integer(height * printer_dpi).to_s +\n ',' + Integer(width * printer_dpi).to_s + ',1^FS')\n\n # draw_rectangle(x * pdf_dpi, y * pdf_dpi, height * pdf_dpi, width * pdf_dpi)\n end" 2026-05-05 19:22:14 INFO [eval_router] [WRONG] sample=2484 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='Create a Java function to test method for net.sf.marineapi.nmea.util.date #date . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsAfterInit concode_elem_sep void testEqualsWrongType concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testGetMonth concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testSetDayOutOfBounds concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testSetYearFiveDigits concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testGetDay concode_elem_sep void testSetMonthOutOfBounds' 2026-05-05 19:22:14 INFO [eval_router] [WRONG] sample=2492 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Give a brief explanation of the following code:\ndef char_to_codepoint(c)\n codepoint = charset.index c\n if codepoint.nil?\n fail NotInCharset, "Char \\"#{c}\\" not part of the supported charset"\n end\n codepoint\n end' 2026-05-05 19:22:15 INFO [eval_router] [WRONG] sample=2600 pred=2 (CodeSearchNet) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic int stem(char s[], int len) {int numVowels = numVowels(s, len);for (int i = 0; i < affixes.length; i++) {Affix affix = affixes[i];if (numVowels > affix.vc && len >= affix.affix.length + 3 && endsWith(s, len, affix.affix)) {len -= affix.affix.length;return affix.palatalizes ? unpalatalize(s, len) : len;}}return len;}\n' 2026-05-05 19:22:15 INFO [eval_router] [WRONG] sample=2626 pred=2 (CodeSearchNet) gt=1 (CodeTrans) input='Migrate this Java code to C#:\npublic boolean isExpectedToken(int symbol) {ATN atn = getInterpreter().atn;ParserRuleContext ctx = _ctx;ATNState s = atn.states.get(getState());IntervalSet following = atn.nextTokens(s);if (following.contains(symbol)) {return true;}if ( !following.contains(Token.EPSILON) ) return false;while ( ctx!=null && ctx.invokingState>=0 && following.contains(Token.EPSILON) ) {ATNState invokingState = atn.states.get(ctx.invokingState);RuleTransition rt = (RuleTransition)invokingState.transition(0);following = atn.nextTokens(rt.followState);if (following.contains(symbol)) {return true;}ctx = (ParserRuleContext)ctx.parent;}if ( following.contains(Token.EPSILON) && symbol == Token.EOF ) {return true;}return false;}\n' 2026-05-05 19:22:15 INFO [eval_router] [WRONG] sample=2654 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic static double varp(double[] v) {double r = Double.NaN;if (v!=null && v.length > 1) {r = devsq(v) /v.length;}return r;}\n' 2026-05-05 19:22:16 INFO [eval_router] [WRONG] sample=2772 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Explain what the following Ruby code does:\ndef alias_exists? alias_name, args = {}\n RedisModelExtension::Database.redis.exists(self.name.constantize.generate_alias_key(alias_name, args))\n end' 2026-05-05 19:22:17 INFO [eval_router] [WRONG] sample=2874 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic ReceiveMessageRequest(String queueUrl) {setQueueUrl(queueUrl);}\n' 2026-05-05 19:22:17 INFO [eval_router] [WRONG] sample=2919 pred=0 (CONCODE) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic void preSerialize(){if(records.getTabpos() > 0) {TabIdRecord tir = ( TabIdRecord ) records.get(records.getTabpos());if(tir._tabids.length < boundsheets.size()) {fixTabIdRecord();}}}\n' 2026-05-05 19:22:17 INFO [eval_router] [WRONG] sample=2982 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Explain this code to me:\ndef set_magic_content_type(override=false)\n if override || file.content_type.blank? || generic_content_type?(file.content_type)\n new_content_type = ::FileMagic.new(::FileMagic::MAGIC_MIME).file( file.path ).split(\';\').first\n\n if file.respond_to?(:content_type=)\n file.content_type = new_content_type\n else\n file.instance_variable_set(:@content_type, new_content_type)\n end\n end\n rescue ::Exception => e\n raise CarrierWave::ProcessingError, I18n.translate(:"errors.messages.magic_mime_types_processing_error", e: e, default: \'Failed to process file with FileMagic, Original Error: %{e}\')\n end' 2026-05-05 19:22:18 INFO [eval_router] [WRONG] sample=3090 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Give me a high-level overview of what this code does:\ndef animate_once(indices, interval)\n if @animate_once_control == 2\n return if indices == @animate_once_indices && interval == @animate_once_interval\n @animate_once_control = 0\n end\n\n unless @animate_once_control == 1\n @anim_counter = 0\n @img_index = indices[0]\n @index_index = 0\n @animate_once_indices = indices\n @animate_once_interval = interval\n @animate_once_control = 1\n return\n end\n\n @anim_counter += 1\n return unless @anim_counter >= interval\n\n @index_index += 1\n @img_index = indices[@index_index]\n @anim_counter = 0\n @animate_once_control = 2 if @index_index == indices.length - 1\n end' 2026-05-05 19:22:18 INFO [eval_router] [WRONG] sample=3101 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Write a summary for the Ruby code below:\ndef build_filepath(path)\n filepath = rpm_safe("/" + path.gsub("#{build_dir}/", ""))\n return if config_files.include?(filepath)\n full_path = build_dir + filepath.gsub("[%]", "%")\n # FileSyncer.glob quotes pathnames that contain spaces, which is a problem on el7\n full_path.delete!(\'"\')\n # Mark directories with the %dir directive to prevent rpmbuild from counting their contents twice.\n return mark_filesystem_directories(filepath) if !File.symlink?(full_path) && File.directory?(full_path)\n filepath\n end' 2026-05-05 19:22:18 INFO [eval_router] [WRONG] sample=3115 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="Look at this code and tell me what it's doing:\ndef is_answered_for_instance?(instance)\n\t\t\tif instance_node = self.instance_node_for_instance(instance)\n\t\t\t\t# Answered if has text\n\t\t\t\tinstance_node.value.to_s.strip.length > 0\n\t\t\telse\n\t\t\t\tfalse\n\t\t\tend\n\t\tend" 2026-05-05 19:22:18 INFO [eval_router] [WRONG] sample=3125 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="Look at this code and tell me what it's doing:\ndef alias_method!\n klass.send(:define_method, replacement_name, &self)\n klass.send(:alias_method, aliased_name, method_name)\n klass.send(:alias_method, method_name, replacement_name)\n end" 2026-05-05 19:22:18 INFO [eval_router] [WRONG] sample=3144 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Write a summary for the Ruby code below:\ndef all_scenes_for(scenes)\n Array(scenes).map do |scene_class_name|\n scene = scene_class_name.constantize\n [ scene ] + all_scenes_for(scene.scenes)\n end.flatten.compact\n end' 2026-05-05 19:22:19 INFO [eval_router] [WRONG] sample=3187 pred=0 (CONCODE) gt=1 (CodeTrans) input='Translate the following Java code to C#:\npublic static double kthSmallest(double[] v, int k) {double r = Double.NaN;int index = k-1; if (v!=null && v.length > index && index >= 0) {Arrays.sort(v);r = v[index];}return r;}\n' 2026-05-05 19:22:19 INFO [eval_router] [WRONG] sample=3219 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="Describe this code:\ndef strip_html_tags(html)\n Nokogiri::HTML::DocumentFragment.parse(html, 'UTF-8').children.collect{|child| child.inner_text}.join\n end" 2026-05-05 19:22:19 INFO [eval_router] [WRONG] sample=3319 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Read the code below and provide a brief description of its functionality:\ndef to_ast\n args_ast = args.map { |arg| arg.respond_to?(:to_ast) ? arg.to_ast : arg }\n [name, args_ast]\n end' 2026-05-05 19:22:20 INFO [eval_router] [WRONG] sample=3340 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='I need a Java function that compatible with the equals implementation . concode_field_sep JobExitStatus NOOP concode_elem_sep JobExitStatus FILES_AVAILABLE concode_elem_sep JobExitStatus CAPTURE_SOURCE_METADATA_ERRORS concode_elem_sep JobExitStatus SOURCE_DELETION_ERRORS concode_elem_sep JobExitStatus DOWNLOAD_ERRORS concode_elem_sep JobExitStatus CONFIG_VALIDATION_FAIL concode_elem_sep JobExitStatus MOVEFILES_WORKAREA_ERRORS concode_elem_sep JobExitStatus EXECUTING concode_elem_sep JobExitStatus DB_NOT_ACCESSABLE concode_elem_sep JobExitStatus ANOTHER_FETCHER_IS_RUNNING concode_elem_sep JobExitStatus RUNFAILED concode_elem_sep JobExitStatus MULTIPLE_PARTIAL_ERRORS concode_elem_sep JobExitStatus MOVEFILES_DESTINATION_ERRORS concode_elem_sep JobExitStatus NO_NEW_FILES_FOUND concode_elem_sep JobExitStatus WORK_AREA_NOT_ACCESSABLE concode_elem_sep JobExitStatus PROCESS_VALIDATION_FAIL concode_elem_sep JobExitStatus DESTINATION_NOT_ACCESSABLE concode_elem_sep JobExitStatus UNKNOWN concode_elem_sep JobExitStatus DELAYERING_ERRORS concode_elem_sep ExitStatus thisExitStatus concode_elem_sep List partialExitCodes concode_elem_sep JobExitStatus NO_FILES_FOUND concode_elem_sep JobExitStatus SOURCE_NOT_ACCESSABLE concode_elem_sep JobExitStatus COMPLETED concode_field_sep List getPartialFailureCodes concode_elem_sep boolean equals concode_elem_sep ExitStatus getExitStatus concode_elem_sep String toString concode_elem_sep boolean isPartialFailureCode concode_elem_sep boolean isPartialFailureCode concode_elem_sep String getExitCode concode_elem_sep String getExitDescription' 2026-05-05 19:22:21 INFO [eval_router] [WRONG] sample=3614 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='Implement the following in Java: test method for net.sf.marineapi.nmea.util.date #setmonth int . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testConstructor concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsAfterInit concode_elem_sep void testEqualsWrongType concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testGetMonth concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testSetDayOutOfBounds concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testSetYearFiveDigits concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testGetDay' 2026-05-05 19:22:22 INFO [eval_router] [WRONG] sample=3745 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Read the code below and provide a brief description of its functionality:\ndef unban_user container, user, subreddit\n unfriend_wrapper container: container, name: user, r: subreddit, type: "banned"\n end' 2026-05-05 19:22:22 INFO [eval_router] [WRONG] sample=3751 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='What does this code snippet do?\ndef keys\n\n clib.tcmapiterinit(pointer_or_raise)\n a = []\n\n klen = FFI::MemoryPointer.new(:int)\n\n loop do\n k = clib.tcmapiternext(@pointer, klen)\n break if k.address == 0\n a << k.get_bytes(0, klen.get_int(0))\n end\n\n return a\n\n ensure\n\n klen.free\n end' 2026-05-05 19:22:22 INFO [eval_router] [WRONG] sample=3760 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='What is the purpose of the following Ruby function?\ndef rotate(hsh)\n current_ec2, new_ec2 = hsh.first\n\n cur_instances = EC2.by_tags("Name" => current_ec2.to_s)\n new_instances = EC2.by_tags("Name" => new_ec2.to_s)\n\n register_and_wait new_instances\n deregister cur_instances\n end' 2026-05-05 19:22:22 INFO [eval_router] [WRONG] sample=3805 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Give me a short description of what this Ruby code does:\ndef each_exception\n # With thanks to https://github.com/bugsnag/bugsnag-ruby/blob/6348306e44323eee347896843d16c690cd7c4362/lib/bugsnag/notification.rb#L81\n depth = 0\n exceptions = []\n ex = exception\n while !ex.nil? && !exceptions.include?(ex) && exceptions.length < MAX_EXCEPTIONS_TO_UNWRAP\n exceptions << ex\n yield(ex, depth)\n\n depth += 1\n ex =\n if ex.respond_to?(:cause) && ex.cause\n ex.cause\n elsif ex.respond_to?(:continued_exception) && ex.continued_exception\n ex.continued_exception\n elsif ex.respond_to?(:original_exception) && ex.original_exception\n ex.original_exception\n end\n end\n end' 2026-05-05 19:22:23 INFO [eval_router] [WRONG] sample=3838 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic Builder() {this(true);}\n' 2026-05-05 19:22:23 INFO [eval_router] [WRONG] sample=3927 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic void setNoChildReport() {letChildReport = false;for (final PerfTask task : tasks) {if (task instanceof TaskSequence) {((TaskSequence)task).setNoChildReport();}}}\n' 2026-05-05 19:22:24 INFO [eval_router] [WRONG] sample=3982 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="Look at this code and tell me what it's doing:\ndef run\n while @jobs.length > 0 do\n # do a warm up run first with the highest connection rate\n @current_job = @jobs.pop\n @current_rate = @current_job.high_rate.to_i\n httperf true\n\n (@current_job.low_rate.to_i..@current_job.high_rate.to_i).\n step(@current_job.rate_step.to_i) do |rate|\n @current_rate = rate\n httperf\n end\n output\n end\n end" 2026-05-05 19:22:24 INFO [eval_router] [WRONG] sample=4049 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="Review this Ruby code and give a summary of its functionality:\ndef read_response(session_id, request_message_id)\n validate_presence_of session_id, 'Session Id'\n validate_presence_of request_message_id, 'Request Message Id'\n\n message = { 'SessionID' => session_id, 'RequestMessageID' => request_message_id }\n response = @client.call(:read_response, message: message)\n\n extract_message(response)\n end" 2026-05-05 19:22:24 INFO [eval_router] [WRONG] sample=4082 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="Explain this code to me:\ndef add(model)\n all_models_for(model).each do |model|\n models_hash[model.to_s] = model.to_s\n name_with_slashes = model.model_name\n models_hash[name_with_slashes] = model.to_s\n name_with_colons = name_with_slashes.gsub('/','::')\n models_hash[name_with_colons] = model.to_s\n end\n end" 2026-05-05 19:22:25 INFO [eval_router] [WRONG] sample=4157 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="What does the following code do?\ndef node(reload=false)\n\n nid = @values[:nid]; return nil unless nid\n exe = execution(reload); return nil unless exe\n\n nodes = exe.data['nodes']; return nil unless nodes\n nodes[nid]\n end" 2026-05-05 19:22:25 INFO [eval_router] [WRONG] sample=4245 pred=0 (CONCODE) gt=1 (CodeTrans) input='Give me the C# translation of the following Java code:\npublic ListAppliedSchemaArnsResult listAppliedSchemaArns(ListAppliedSchemaArnsRequest request) {request = beforeClientExecution(request);return executeListAppliedSchemaArns(request);}\n' 2026-05-05 19:22:25 INFO [eval_router] Step 2 | correct=4192/4261 | acc=0.9838 2026-05-05 19:22:26 INFO [accelerate.utils.modeling] We will use 90% of the memory on device 0 for storing the model, and 10% for the buffer to avoid OOM. You can set `max_memory` in to a higher value to use more memory (at your own risk). 2026-05-05 19:22:34 INFO [eval_router] ------------------------------------------------------------ 2026-05-05 19:22:34 INFO [eval_router] Step 3 | Tasks: ['CONCODE', 'CodeTrans', 'CodeSearchNet', 'BFP'] 2026-05-05 19:22:34 INFO [eval_router] ------------------------------------------------------------ 2026-05-05 19:22:35 INFO [eval_router] [WRONG] sample=120 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic List getUndeletedList() {return undeletedList;}\n' 2026-05-05 19:22:37 INFO [eval_router] [WRONG] sample=481 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='test method for net.sf.marineapi.nmea.util.date #equals java.lang.object . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testConstructor concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsAfterInit concode_elem_sep void testEqualsWrongType concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testGetMonth concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testSetDayOutOfBounds concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testSetYearFiveDigits concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testGetDay concode_elem_sep void testSetMonthOutOfBounds\nSolve this in Java.' 2026-05-05 19:22:38 INFO [eval_router] [WRONG] sample=585 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Describe this code:\ndef calculate_sortable_values\n response_fieldable.input_fields.each do |response_field|\n if (x = response_value(response_field)).present?\n get_responses["#{response_field.id}_sortable_value"] = response_field.sortable_value(x)\n end\n end\n\n mark_responses_as_changed!\n end' 2026-05-05 19:22:39 INFO [eval_router] [WRONG] sample=663 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Explain this code to me:\ndef mod(input_a, input_b, name: nil)\n input_a, input_b = apply_data_type_coercion(input_a, input_b)\n _op(:mod, input_a, input_b, name: name)\n end' 2026-05-05 19:22:41 INFO [eval_router] [WRONG] sample=1040 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="Look at this code and tell me what it's doing:\ndef vars(nid, vs={})\n\n n = node(nid); return vs unless n\n\n (n['vars'] || {})\n .each { |k, v| vs[k] = Flor.dup(v) unless vs.has_key?(k) }\n\n pnid = n['parent']\n\n if @unit.loader && pnid == nil && n['vdomain'] != false\n\n @unit.loader.variables(n['vdomain'] || Flor.domain(@exid))\n .each { |k, v| vs[k] = Flor.dup(v) unless vs.has_key?(k) }\n end\n\n if cn = n['cnid']; vars(cn, vs); end\n vars(pnid, vs) if pnid\n\n vs\n end" 2026-05-05 19:22:42 INFO [eval_router] [WRONG] sample=1245 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic void setNoChildReport() {letChildReport = false;for (final PerfTask task : tasks) {if (task instanceof TaskSequence) {((TaskSequence)task).setNoChildReport();}}}\n' 2026-05-05 19:22:43 INFO [eval_router] [WRONG] sample=1318 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic String toString() {return getClass().getName()+ "(maxBasicQueries: " + maxBasicQueries+ ", queriesMade: " + queriesMade+ ")";}\n' 2026-05-05 19:22:43 INFO [eval_router] [WRONG] sample=1422 pred=1 (CodeTrans) gt=0 (CONCODE) input="I want to computes the determinant of the matrix using leibniz 's formula a direct implementation of leibniz determinant equation . this is of little practical use because of its slow runtime of o n ! where n is the width of the matrix . lu decomposition should be used instead . one advantage of leibniz 's equation is how simplistic it is . det a = sum & sigma ; in sn ; sgn & sigma ;-rrb- prod i = 1 to n ; ai , & sigma ; i sgn is the sign function of permutations . +1 or -1 for even and odd permutations a set of permutations . if n = 3 then the possible permutations are 1,2,3 1,3,2 , 3,2,1 , ... etc concode_field_sep PlaceHolder placeHolder concode_field_sep double recursive. Write the Java code for it." 2026-05-05 19:22:44 INFO [eval_router] [WRONG] sample=1497 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Review this Ruby code and give a summary of its functionality:\ndef pkey_string_to_hash(pkey)\n # https://github.com/gomo/dynamic_scaffold/pull/9/commits/ff5de0e38b3544347e82539c45ffd2efaf3410da\n # Stop support multiple pkey, on this commit.\n # Convert "key:1,code:foo" to {key: "1", code: "foo"}\n pkey.split(\',\').map {|v| v.split(\':\') }.each_with_object({}) {|v, res| res[v.first] = v.last }\n end' 2026-05-05 19:22:44 INFO [eval_router] [WRONG] sample=1565 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input="What does the following code do?\ndef draw_border(x, y, height, width)\n return unless numeric?(height) && numeric?(width)\n x = 0 unless numeric?(x)\n y = 0 unless numeric?(y)\n\n label_data.push('^FO' + Integer(x * printer_dpi).to_s + ',' +\n Integer(y * printer_dpi).to_s + '^GB' +\n Integer(height * printer_dpi).to_s +\n ',' + Integer(width * printer_dpi).to_s + ',1^FS')\n\n # draw_rectangle(x * pdf_dpi, y * pdf_dpi, height * pdf_dpi, width * pdf_dpi)\n end" 2026-05-05 19:22:46 INFO [eval_router] [WRONG] sample=1799 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='What does the following code do?\ndef check_for_upgrade\n if plan_id_changed?\n old_plan = Plan.find(plan_id_was) if plan_id_was.present?\n self.upgraded = true if old_plan.nil? || old_plan.order < plan.order\n end\n end' 2026-05-05 19:22:46 INFO [eval_router] [WRONG] sample=1876 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input='What does the following code do?\ndef cos(input_a, name: nil)\n check_allowed_types(input_a, TensorStream::Ops::FLOATING_POINT_TYPES)\n _op(:cos, input_a, name: name)\n end' 2026-05-05 19:22:46 INFO [eval_router] [WRONG] sample=1914 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='Create a Java function to test method for net.sf.marineapi.nmea.util.date #getday . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testConstructor concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsAfterInit concode_elem_sep void testEqualsWrongType concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testGetMonth concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testSetDayOutOfBounds concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testSetYearFiveDigits concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testSetMonthOutOfBounds' 2026-05-05 19:22:47 INFO [eval_router] [WRONG] sample=1974 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic void setBaseline(long clockTime) {t0 = clockTime;timeout = t0 + ticksAllowed;}\n' 2026-05-05 19:22:47 INFO [eval_router] [WRONG] sample=2033 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Give a brief explanation of the following code:\ndef char_to_codepoint(c)\n codepoint = charset.index c\n if codepoint.nil?\n fail NotInCharset, "Char \\"#{c}\\" not part of the supported charset"\n end\n codepoint\n end' 2026-05-05 19:22:47 INFO [eval_router] [WRONG] sample=2055 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic ResetImageAttributeRequest(String imageId, ResetImageAttributeName attribute) {setImageId(imageId);setAttribute(attribute.toString());}\n' 2026-05-05 19:22:48 INFO [eval_router] [WRONG] sample=2144 pred=2 (CodeSearchNet) gt=1 (CodeTrans) input='Migrate this Java code to C#:\npublic boolean isExpectedToken(int symbol) {ATN atn = getInterpreter().atn;ParserRuleContext ctx = _ctx;ATNState s = atn.states.get(getState());IntervalSet following = atn.nextTokens(s);if (following.contains(symbol)) {return true;}if ( !following.contains(Token.EPSILON) ) return false;while ( ctx!=null && ctx.invokingState>=0 && following.contains(Token.EPSILON) ) {ATNState invokingState = atn.states.get(ctx.invokingState);RuleTransition rt = (RuleTransition)invokingState.transition(0);following = atn.nextTokens(rt.followState);if (following.contains(symbol)) {return true;}ctx = (ParserRuleContext)ctx.parent;}if ( following.contains(Token.EPSILON) && symbol == Token.EOF ) {return true;}return false;}\n' 2026-05-05 19:22:48 INFO [eval_router] [WRONG] sample=2228 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Give me a high-level overview of what this code does:\ndef method_missing(method, *args, &block)\n if view_context.respond_to?(method, true)\n view_context.send(method, *args, &block)\n else\n super\n end\n end' 2026-05-05 19:22:50 INFO [eval_router] [WRONG] sample=2505 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic UnbufferedCharStream(int bufferSize) {n = 0;data = new int[bufferSize];}\n' 2026-05-05 19:22:51 INFO [eval_router] [WRONG] sample=2641 pred=0 (CONCODE) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic DescribeClusterUserKubeconfigRequest() {super("CS", "2015-12-15", "DescribeClusterUserKubeconfig", "csk");setUriPattern("/k8s/[ClusterId]/user_config");setMethod(MethodType.GET);}\n' 2026-05-05 19:22:53 INFO [eval_router] [WRONG] sample=2924 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic ReceiveMessageRequest(String queueUrl) {setQueueUrl(queueUrl);}\n' 2026-05-05 19:22:53 INFO [eval_router] [WRONG] sample=3033 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='I have this Ruby code, what does it do?\ndef before(*commands, &block)\n context = (@_context[:before] ||= [])\n block_given? ? run_context(context, &block) : context.concat(commands)\n end' 2026-05-05 19:22:55 INFO [eval_router] [WRONG] sample=3356 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input='What is the purpose of the following Ruby function?\ndef session(evaluator = nil, thread_pool_class: Concurrent::ImmediateExecutor, log_device_placement: false, profile_enabled: false)\n session = TensorStream::Session.new(evaluator, thread_pool_class: thread_pool_class, log_device_placement: log_device_placement, profile_enabled: profile_enabled)\n yield session if block_given?\n\n session\n end' 2026-05-05 19:22:56 INFO [eval_router] [WRONG] sample=3577 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Explain this code to me:\ndef set_magic_content_type(override=false)\n if override || file.content_type.blank? || generic_content_type?(file.content_type)\n new_content_type = ::FileMagic.new(::FileMagic::MAGIC_MIME).file( file.path ).split(\';\').first\n\n if file.respond_to?(:content_type=)\n file.content_type = new_content_type\n else\n file.instance_variable_set(:@content_type, new_content_type)\n end\n end\n rescue ::Exception => e\n raise CarrierWave::ProcessingError, I18n.translate(:"errors.messages.magic_mime_types_processing_error", e: e, default: \'Failed to process file with FileMagic, Original Error: %{e}\')\n end' 2026-05-05 19:22:58 INFO [eval_router] [WRONG] sample=3758 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='Code a Java function that test method for net.sf.marineapi.nmea.util.date #getmonth . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testConstructor concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsAfterInit concode_elem_sep void testEqualsWrongType concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testSetDayOutOfBounds concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testSetYearFiveDigits concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testGetDay concode_elem_sep void testSetMonthOutOfBounds' 2026-05-05 19:22:58 INFO [eval_router] [WRONG] sample=3780 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Write a summary for the Ruby code below:\ndef is_in_map(v)\n v.x >= 0 && v.y >= 0 && v.x < @size.x && v.y < @size.y\n end' 2026-05-05 19:22:58 INFO [eval_router] [WRONG] sample=3792 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='I want to test method for net.sf.marineapi.nmea.util.date #equals java.lang.object . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testConstructor concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsAfterInit concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testGetMonth concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testSetDayOutOfBounds concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testSetYearFiveDigits concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testGetDay concode_elem_sep void testSetMonthOutOfBounds. Write the Java code for it.' 2026-05-05 19:22:59 INFO [eval_router] [WRONG] sample=3940 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='What does this code snippet do?\ndef newton_iter(r, n, p, x, y, w)\n t1 = (r+1)**n\n t2 = (r+1)**(n-1)\n ((y + t1*x + p*(t1 - 1)*(r*w + 1)/r) / (n*t2*x - p*(t1 - 1)*(r*w + 1)/(r**2) + n*p*t2*(r*w + 1)/r + p*(t1 - 1)*w/r))\n end' 2026-05-05 19:23:00 INFO [eval_router] [WRONG] sample=4224 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Write a summary for the Ruby code below:\ndef build_filepath(path)\n filepath = rpm_safe("/" + path.gsub("#{build_dir}/", ""))\n return if config_files.include?(filepath)\n full_path = build_dir + filepath.gsub("[%]", "%")\n # FileSyncer.glob quotes pathnames that contain spaces, which is a problem on el7\n full_path.delete!(\'"\')\n # Mark directories with the %dir directive to prevent rpmbuild from counting their contents twice.\n return mark_filesystem_directories(filepath) if !File.symlink?(full_path) && File.directory?(full_path)\n filepath\n end' 2026-05-05 19:23:00 INFO [eval_router] [WRONG] sample=4233 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic ByteBuffer putInt(int value) {throw new ReadOnlyBufferException();}\n' 2026-05-05 19:23:01 INFO [eval_router] [WRONG] sample=4281 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='Implement the following in Java: test method for net.sf.marineapi.nmea.util.date #setmonth int . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testConstructor concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsAfterInit concode_elem_sep void testEqualsWrongType concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testGetMonth concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testSetDayOutOfBounds concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testSetYearFiveDigits concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testGetDay' 2026-05-05 19:23:01 INFO [eval_router] [WRONG] sample=4298 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Explain this code to me:\ndef call_rpc(method, jsonrpc: DEFAULT_JSONRPC, params: DEFAULT_PARAMS, id: DEFAULT_ID)\n conn.post("/", rpc_params(method, jsonrpc: jsonrpc, params: params, id: id))\n end' 2026-05-05 19:23:01 INFO [eval_router] [WRONG] sample=4385 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Look at this code and tell me what it\'s doing:\ndef stats(experiment_id)\n @url = "experiments/#{experiment_id}/stats"\n raise OptimizelyError::NoExperimentID, "An Experiment ID is required to retrieve the stats." if experiment_id.nil?\n\n response = self.get(@url)\n response.collect { |response_json| Stat.new(response_json) }\n end' 2026-05-05 19:23:02 INFO [eval_router] [WRONG] sample=4526 pred=0 (CONCODE) gt=1 (CodeTrans) input='Convert this Java code to C#:\npublic SimpleQQParser(String qqNames[], String indexField) {this.qqNames = qqNames;this.indexField = indexField;}\n' 2026-05-05 19:23:02 INFO [eval_router] [WRONG] sample=4549 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Describe this code:\ndef run(*commands)\n context = case\n when @_context.is_a?(Hash) && @_context[:tabs]\n @_context[:tabs][\'default\'][:commands]\n when @_context.is_a?(Hash)\n @_context[:commands]\n else\n @_context\n end\n context << commands.map { |c| c =~ /&$/ ? "(#{c})" : c }.join(" && ")\n end' 2026-05-05 19:23:04 INFO [eval_router] [WRONG] sample=4837 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="Look at this code and tell me what it's doing:\ndef is_answered_for_instance?(instance)\n\t\t\tif instance_node = self.instance_node_for_instance(instance)\n\t\t\t\t# Answered if has text\n\t\t\t\tinstance_node.value.to_s.strip.length > 0\n\t\t\telse\n\t\t\t\tfalse\n\t\t\tend\n\t\tend" 2026-05-05 19:23:05 INFO [eval_router] [WRONG] sample=4941 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Give me a high-level overview of what this code does:\ndef windows_safe_path(*pieces)\n path = File.join(*pieces)\n\n if File::ALT_SEPARATOR\n path.gsub(File::SEPARATOR, File::ALT_SEPARATOR)\n else\n path\n end\n end' 2026-05-05 19:23:05 INFO [eval_router] [WRONG] sample=4954 pred=0 (CONCODE) gt=1 (CodeTrans) input='Rewrite the following 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' 2026-05-05 19:23:05 INFO [eval_router] [WRONG] sample=4966 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='What does this code snippet do?\ndef columns_hash\n colModel.inject({}) { |h, col| h[col.name] = col; h }\n end' 2026-05-05 19:23:05 INFO [eval_router] [WRONG] sample=5017 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Describe this code:\ndef check_writable(path)\n raise Error, "\'#{path}\' is not writable" if path.exist? && !path.writable? || !path.parent.writable?\n end' 2026-05-05 19:23:08 INFO [eval_router] [WRONG] sample=5443 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input='What does this Ruby code do?\ndef delete_router_interface(router, id, type)\n data = case type\n when \'port\' then { \'port_id\' => id }\n when \'subnet\' then { \'subnet_id\' => id } \n else raise "Invalid Interface Type" \n end\n return put_request(address("routers/" + router + "/remove_router_interface"), data, @token)\n end' 2026-05-05 19:23:09 INFO [eval_router] [WRONG] sample=5627 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic final long getLong() {int newPosition = position + SizeOf.LONG;if (newPosition > limit) {throw new BufferUnderflowException();}long result = Memory.peekLong(backingArray, offset + position, order);position = newPosition;return result;}\n' 2026-05-05 19:23:09 INFO [eval_router] [WRONG] sample=5688 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Explain what the following Ruby code does:\ndef destroy_aliases!\n #do it only if it is existing object!\n if redis_old_keys[:aliases].size > 0\n redis_old_keys[:aliases].each do |alias_key|\n RedisModelExtension::Database.redis.srem alias_key, redis_old_keys[:key]\n #delete alias with 0 keys\n RedisModelExtension::Database.redis.del(alias_key) if RedisModelExtension::Database.redis.scard(alias_key).to_i == 0\n end\n end\n end' 2026-05-05 19:23:10 INFO [eval_router] [WRONG] sample=5844 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Summarize this code:\ndef redis_alias name, main_fields, name_of_field_for_order = nil, name_of_field_for_args = nil\n #set fields if they are not allready set!\n if name_of_field_for_order && name_of_field_for_args\n redis_field name_of_field_for_order, :array, [] unless redis_fields_config.has_key?(name_of_field_for_order)\n redis_field name_of_field_for_args, :hash, {} unless redis_fields_config.has_key?(name_of_field_for_args)\n end\n\n @redis_alias_config ||= {}\n #add specification of dynamic alias\n @redis_alias_config[name] = { \n main_fields: main_fields,\n order_field: name_of_field_for_order,\n args_field: name_of_field_for_args,\n }\n\n #create alias methods for find and get (find_by_name, get_by_name)\n create_class_alias_method(name)\n end' 2026-05-05 19:23:10 INFO [eval_router] [WRONG] sample=5853 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Give me a short description of what this Ruby code does:\ndef each_exception\n # With thanks to https://github.com/bugsnag/bugsnag-ruby/blob/6348306e44323eee347896843d16c690cd7c4362/lib/bugsnag/notification.rb#L81\n depth = 0\n exceptions = []\n ex = exception\n while !ex.nil? && !exceptions.include?(ex) && exceptions.length < MAX_EXCEPTIONS_TO_UNWRAP\n exceptions << ex\n yield(ex, depth)\n\n depth += 1\n ex =\n if ex.respond_to?(:cause) && ex.cause\n ex.cause\n elsif ex.respond_to?(:continued_exception) && ex.continued_exception\n ex.continued_exception\n elsif ex.respond_to?(:original_exception) && ex.original_exception\n ex.original_exception\n end\n end\n end' 2026-05-05 19:23:10 INFO [eval_router] [WRONG] sample=5857 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='Here is a programming problem, solve it in Java:\ntest method for net.sf.marineapi.nmea.util.date #setday int . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testConstructor concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsAfterInit concode_elem_sep void testEqualsWrongType concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testGetMonth concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testSetYearFiveDigits concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testGetDay concode_elem_sep void testSetMonthOutOfBounds' 2026-05-05 19:23:11 INFO [eval_router] [WRONG] sample=5917 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic final int[] getCharIntervals() {return points.clone();}\n' 2026-05-05 19:23:15 INFO [eval_router] [WRONG] sample=6599 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic static double varp(double[] v) {double r = Double.NaN;if (v!=null && v.length > 1) {r = devsq(v) /v.length;}return r;}\n' 2026-05-05 19:23:16 INFO [eval_router] [WRONG] sample=6815 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic String toString() {return "[Array Formula or Shared Formula]\\n" + "row = " + getRow() + "\\n" + "col = " + getColumn() + "\\n";}\n' 2026-05-05 19:23:17 INFO [eval_router] [WRONG] sample=6870 pred=0 (CONCODE) gt=1 (CodeTrans) input='Take this Java function and write it in C#:\npublic final ParserExtension getExtension(String key) {return this.extensions.get(key);}\n' 2026-05-05 19:23:17 INFO [eval_router] [WRONG] sample=6887 pred=2 (CodeSearchNet) gt=1 (CodeTrans) input='Make this Java code work in C#:\npublic void addAll(BlockList 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' 2026-05-05 19:23:19 INFO [eval_router] [WRONG] sample=7275 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='Create a Java function to test method for net.sf.marineapi.nmea.util.date #date . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsAfterInit concode_elem_sep void testEqualsWrongType concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testGetMonth concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testSetDayOutOfBounds concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testSetYearFiveDigits concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testGetDay concode_elem_sep void testSetMonthOutOfBounds' 2026-05-05 19:23:19 INFO [eval_router] [WRONG] sample=7276 pred=2 (CodeSearchNet) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic int stem(char s[], int len) {int numVowels = numVowels(s, len);for (int i = 0; i < affixes.length; i++) {Affix affix = affixes[i];if (numVowels > affix.vc && len >= affix.affix.length + 3 && endsWith(s, len, affix.affix)) {len -= affix.affix.length;return affix.palatalizes ? unpalatalize(s, len) : len;}}return len;}\n' 2026-05-05 19:23:19 INFO [eval_router] [WRONG] sample=7309 pred=2 (CodeSearchNet) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic WindowCacheConfig fromConfig(Config rc) {setPackedGitUseStrongRefs(rc.getBoolean(CONFIG_CORE_SECTION,CONFIG_KEY_PACKED_GIT_USE_STRONGREFS,isPackedGitUseStrongRefs()));setPackedGitOpenFiles(rc.getInt(CONFIG_CORE_SECTION, null,CONFIG_KEY_PACKED_GIT_OPENFILES, getPackedGitOpenFiles()));setPackedGitLimit(rc.getLong(CONFIG_CORE_SECTION, null,CONFIG_KEY_PACKED_GIT_LIMIT, getPackedGitLimit()));setPackedGitWindowSize(rc.getInt(CONFIG_CORE_SECTION, null,CONFIG_KEY_PACKED_GIT_WINDOWSIZE, getPackedGitWindowSize()));setPackedGitMMAP(rc.getBoolean(CONFIG_CORE_SECTION, null,CONFIG_KEY_PACKED_GIT_MMAP, isPackedGitMMAP()));setDeltaBaseCacheLimit(rc.getInt(CONFIG_CORE_SECTION, null,CONFIG_KEY_DELTA_BASE_CACHE_LIMIT, getDeltaBaseCacheLimit()));long maxMem = Runtime.getRuntime().maxMemory();long sft = rc.getLong(CONFIG_CORE_SECTION, null,CONFIG_KEY_STREAM_FILE_TRESHOLD, getStreamFileThreshold());sft = Math.min(sft, maxMem / 4); sft = Math.min(sft, Integer.MAX_VALUE); setStreamFileThreshold((int) sft);return this;}\n' 2026-05-05 19:23:20 INFO [eval_router] [WRONG] sample=7382 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input='Write a summary for the Ruby code below:\ndef update_values # rubocop:disable Metrics/AbcSize\n # set the parameters of carrierwave_image at the end for validates.\n permitting = []\n dynamic_scaffold.form.items.reject {|i| i.type?(:carrierwave_image) }.each do |item|\n item.extract_parameters(permitting)\n end\n permitting.concat(dynamic_scaffold.form.permit_params)\n dynamic_scaffold.form.items.select {|i| i.type?(:carrierwave_image) }.each do |item|\n item.extract_parameters(permitting)\n end\n\n values = params\n .require(dynamic_scaffold.model.name.underscore)\n .permit(*permitting)\n\n if dynamic_scaffold.scope && !valid_for_scope?(values)\n raise DynamicScaffold::Error::InvalidOperation, "You can update only to #{scope_params} on this scope"\n end\n\n values\n end' 2026-05-05 19:23:20 INFO [eval_router] [WRONG] sample=7459 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic ValueFiller getValueFiller() {return new ValueFiller() {private final MutableValueFloat mval = new MutableValueFloat();@Override\n' 2026-05-05 19:23:20 INFO [eval_router] [WRONG] sample=7465 pred=0 (CONCODE) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic CommonTokenStream(TokenSource tokenSource, int channel) {this(tokenSource);this.channel = channel;}\n' 2026-05-05 19:23:20 INFO [eval_router] [WRONG] sample=7474 pred=2 (CodeSearchNet) gt=1 (CodeTrans) input='Here is some Java code. Translate it to C#:\npublic BasicSessionCredentials(String accessKeyId, String accessKeySecret, String sessionToken,long roleSessionDurationSeconds) {if (accessKeyId == null) {throw new IllegalArgumentException("Access key ID cannot be null.");}if (accessKeySecret == null) {throw new IllegalArgumentException("Access key secret cannot be null.");}this.accessKeyId = accessKeyId;this.accessKeySecret = accessKeySecret;this.sessionToken = sessionToken;this.roleSessionDurationSeconds = roleSessionDurationSeconds;this.sessionStartedTimeInMilliSeconds = System.currentTimeMillis();}\n' 2026-05-05 19:23:21 INFO [eval_router] [WRONG] sample=7552 pred=0 (CONCODE) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic String toString() {if (getChildren() == null || getChildren().size() == 0)return "";StringBuilder sb = new StringBuilder();sb.append("");for (QueryNode child : getChildren()) {sb.append("\\n");sb.append(child.toString());}sb.append("\\n");return sb.toString();}\n' 2026-05-05 19:23:22 INFO [eval_router] [WRONG] sample=7748 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="Look at this code and tell me what it's doing:\ndef alias_method!\n klass.send(:define_method, replacement_name, &self)\n klass.send(:alias_method, aliased_name, method_name)\n klass.send(:alias_method, method_name, replacement_name)\n end" 2026-05-05 19:23:22 INFO [eval_router] [WRONG] sample=7849 pred=0 (CONCODE) gt=1 (CodeTrans) input='Write the C# version of this Java code:\npublic CreateVpnConnectionResult createVpnConnection(CreateVpnConnectionRequest request) {request = beforeClientExecution(request);return executeCreateVpnConnection(request);}\n' 2026-05-05 19:23:23 INFO [eval_router] [WRONG] sample=7879 pred=0 (CONCODE) gt=1 (CodeTrans) input='Turn this Java snippet into C#:\npublic CharSequence toQueryString(EscapeQuerySyntax escaper) {if (isDefaultField(this.field)) {return "\\"" + getTermEscapeQuoted(escaper) + "\\"";} else {return this.field + ":" + "\\"" + getTermEscapeQuoted(escaper) + "\\"";}}\n' 2026-05-05 19:23:23 INFO [eval_router] [WRONG] sample=7892 pred=0 (CONCODE) gt=1 (CodeTrans) input='Give me the C# translation of the following Java code:\npublic ListAppliedSchemaArnsResult listAppliedSchemaArns(ListAppliedSchemaArnsRequest request) {request = beforeClientExecution(request);return executeListAppliedSchemaArns(request);}\n' 2026-05-05 19:23:23 INFO [eval_router] [WRONG] sample=7942 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Give me a high-level overview of what this code does:\ndef animate_once(indices, interval)\n if @animate_once_control == 2\n return if indices == @animate_once_indices && interval == @animate_once_interval\n @animate_once_control = 0\n end\n\n unless @animate_once_control == 1\n @anim_counter = 0\n @img_index = indices[0]\n @index_index = 0\n @animate_once_indices = indices\n @animate_once_interval = interval\n @animate_once_control = 1\n return\n end\n\n @anim_counter += 1\n return unless @anim_counter >= interval\n\n @index_index += 1\n @img_index = indices[@index_index]\n @anim_counter = 0\n @animate_once_control = 2 if @index_index == indices.length - 1\n end' 2026-05-05 19:23:24 INFO [eval_router] [WRONG] sample=8152 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='Code a Java function that test method for net.sf.marineapi.nmea.util.date #equals java.lang.object . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testConstructor concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsWrongType concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testGetMonth concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testSetDayOutOfBounds concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testSetYearFiveDigits concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testGetDay concode_elem_sep void testSetMonthOutOfBounds' 2026-05-05 19:23:25 INFO [eval_router] [WRONG] sample=8239 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Give me a short description of what this Ruby code does:\ndef component_html_data\n # To stimulusjs\n data_target = html_options.try(:[], :data).try(:[], :target) || options.try(:delete, :target)\n add_html_data(:target, data_target) unless data_target.nil?\n\n data_controller = html_options.try(:[], :data).try(:[], :controller) || options.try(:delete, :controller)\n add_html_data(:controller, data_controller) unless data_controller.nil?\n\n data_action = html_options.try(:[], :data).try(:[], :action) || options.try(:delete, :action)\n add_html_data(:action, data_action) unless data_action.nil?\n\n # To turbolinks\n data_turbolinks = html_options.try(:[], :data).try(:[], :turbolinks) || options.try(:delete, :turbolinks)\n add_html_data(:turbolinks, data_turbolinks) unless data_turbolinks.nil?\n end' 2026-05-05 19:23:26 INFO [eval_router] [WRONG] sample=8376 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input='What is the purpose of the following Ruby function?\ndef attach_to(ip)\n TCPSocket.instance_eval do\n (class << self; self; end).instance_eval do\n alias_method :original_open, :open\n\n case RUBY_VERSION\n when /1.8/, /1.9/\n define_method(:open) do |conn_address, conn_port|\n original_open(conn_address, conn_port, ip)\n end\n else\n define_method(:open) do |conn_address, conn_port, local_host, local_port|\n original_open(conn_address, conn_port, ip, local_port)\n end\n end\n end\n end\n\n result = begin\n yield\n rescue StandardError => e\n raise e\n ensure\n TCPSocket.instance_eval do\n (class << self; self; end).instance_eval do\n alias_method :open, :original_open\n remove_method :original_open\n end\n end\n end\n\n result\n end' 2026-05-05 19:23:27 INFO [eval_router] [WRONG] sample=8554 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='What does this code snippet do?\ndef audit_responses\n form.response_fields.each do |response_field|\n response_field.audit_response(self.response_value(response_field), get_responses)\n end\n\n mark_responses_as_changed!\n end' 2026-05-05 19:23:27 INFO [eval_router] [WRONG] sample=8643 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input='What is the purpose of the following Ruby function?\ndef create(model_name,options={})\n # @TODO: this is another path that parallels the ModelFactory\n model_class = Metro::Models.find(model_name)\n mc = model_class.new options\n mc.scene = scene\n mc.window = window\n mc\n end' 2026-05-05 19:23:27 INFO [eval_router] [WRONG] sample=8644 pred=0 (CONCODE) gt=1 (CodeTrans) input='I need this code in C# instead of Java:\npublic static double devsq(double[] v) {double r = Double.NaN;if (v!=null && v.length >= 1) {double m = 0;double s = 0;int n = v.length;for (int i=0; i>> process_bytearrays(bytearray(b\'Hello\'), bytearray(b\'Worl\')) == bytearray(b\'HelloWorl\\x00\')\n >>> process_bytearrays(bytearray(b\'Hello\'), bytearray(b\'WorldExtraData\')) == bytearray(b\'HelloWorld\')\n >>> process_bytearrays(bytearray(), bytearray(b\'World\')) == bytearray(b\'World\\x00\\x00\\x00\\x00\\x00\')\n >>> process_bytearrays(bytearray(), bytearray()) == bytearray(b\'\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\')\n >>> process_bytearrays(bytearray(b\'Hi\'), bytearray(b\'\')) == bytearray(b\'Hi\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\')\n >>> process_bytearrays(bytearray(b\'12345\'), bytearray(b\'67890\')) == bytearray(b\'1234567890\')\n """\n pass' 2026-05-05 19:24:09 INFO [eval_router] [WRONG] sample=4298 pred=4 (KodCode) gt=2 (CodeSearchNet) input='This is a Ruby function, summarize what it does for documentation:\ndef floor(input_a, name: nil)\n check_allowed_types(input_a, TensorStream::Ops::FLOATING_POINT_TYPES)\n _op(:floor, input_a, name: name)\n end' 2026-05-05 19:24:09 INFO [eval_router] [WRONG] sample=4354 pred=4 (KodCode) gt=2 (CodeSearchNet) input='This is a Ruby function, summarize what it does for documentation:\ndef send_func(tx:, private_key:, method:, params: []) # rubocop:disable Naming/UncommunicativeMethodParamName\n data, _output_types = function_data_with_ot(method, *params)\n transaction = if tx.is_a?(Hash)\n Transaction.from_hash(tx)\n else\n tx\n end\n transaction.data = data\n resp = @rpc.send_transaction(transaction, private_key)\n\n resp&.dig("result")\n end' 2026-05-05 19:24:12 INFO [eval_router] [WRONG] sample=4854 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Read the code below and provide a brief description of its functionality:\ndef draw(alpha = 0xff, z_index = 0, color = 0xffffff)\n return unless @visible\n\n color = (alpha << 24) | color\n text_color =\n if @enabled\n if @state == :down\n @down_text_color\n else\n @state == :over ? @over_text_color : @text_color\n end\n else\n @disabled_text_color\n end\n text_color = (alpha << 24) | text_color\n @img[@img_index].draw @x, @y, z_index, @scale_x, @scale_y, color if @img\n if @text\n if @center_x or @center_y\n rel_x = @center_x ? 0.5 : 0\n rel_y = @center_y ? 0.5 : 0\n @font.draw_text_rel @text, @text_x, @text_y, z_index, rel_x, rel_y, @scale_x, @scale_y, text_color\n else\n @font.draw_text @text, @text_x, @text_y, z_index, @scale_x, @scale_y, text_color\n end\n end\n end' 2026-05-05 19:24:13 INFO [eval_router] [WRONG] sample=5040 pred=4 (KodCode) gt=2 (CodeSearchNet) input="Look at this code and tell me what it's doing:\ndef point_equal(pa, pb)\n # x1 / z1 == x2 / z2 <==> x1 * z2 == x2 * z1\n return false if (pa[0] * pb[2] - pb[0] * pa[2]) % @@p != 0\n return false if (pa[1] * pb[2] - pb[1] * pa[2]) % @@p != 0\n return true\n end" 2026-05-05 19:24:15 INFO [eval_router] [WRONG] sample=5257 pred=0 (CONCODE) gt=4 (KodCode) input='How do I from typing import List\n\ndef top_k_frequent_ips(n: int, ip_list: List[str], k: int) -> List[str]:\n """\n Identify the top k IP addresses that appear most frequently in the log entries.\n \n Parameters:\n n (int): Number of log entries\n ip_list (list): List of IP addresses\n k (int): Number of top frequent IP addresses to output\n \n Returns:\n list: Top k frequent IP addresses sorted by their frequency and then lexicographically\n\n >>> top_k_frequent_ips(7, ["192.168.0.1", "192.168.0.2", "192.168.0.1", "192.168.0.3", "192.168.0.2", "192.168.0.3", "192.168.0.3"], 2)\n ["192.168.0.3", "192.168.0.1"]\n >>> top_k_frequent_ips(5, ["10.0.0.1", "10.0.0.2", "10.0.0.1", "10.0.0.3", "10.0.0.2"], 1)\n ["10.0.0.1"]\n >>> top_k_frequent_ips(3, ["192.168.1.1", "192.168.1.2", "192.168.1.1"], 1)\n ["192.168.1.1"]\n >>> top_k_frequent_ips(6, ["192.168.1.1", "192.168.1.2", "192.168.1.2", "192.168.1.1", "192.168.1.3", "192.168.1.3"], 2)\n ["192.168.1.1", "192.168.1.2"]\n >>> top_k_frequent_ips(1, ["127.0.0.1"], 1)\n ["127.0.0.1"]\n >>> top_k_frequent_ips(4, ["10.0.0.1", "10.0.0.2", "10.0.0.3", "10.0.0.4"], 3)\n ["10.0.0.1", "10.0.0.2", "10.0.0.3"]\n """ in Python? Write the code.' 2026-05-05 19:24:15 INFO [eval_router] [WRONG] sample=5328 pred=2 (CodeSearchNet) gt=4 (KodCode) input='Write Python code that You are given a string representation of a positive integer. You need to determine the smallest positive integer that consists of the same digits as the given number but arranged in non-decreasing order.\n\nFor example:\n\n * For the input "321", the output should be "123".\n * For the input "465467", the output should be "445667".\n * For the input "1000", the output should be "0001".\n\nThe function should take a single string argument representing the number and return the rearranged number as a string.\n\nInput\n- A single string representing a positive integer (1 ≤ length of string ≤ 1,000,000).\n\nOutput\n- A single string representing the smallest integer that can be formed using the digits of the input number.\n\nExample\n\nInput\n```\n321\n```\nOutput\n```\n123\n```\nInput\n```\n465467\n```\nOutput\n```\n445667\n```\nInput\n```\n1000\n```\nOutput\n```\n0001\n```\n\n### Format: Generate an executable Python function to solve the given problem. The function should read input from `stdin` and write the output to `stdout`. Do not directly test on the sample inputs. Ensure that when the Python program runs, it reads the inputs, executes the algorithm, and writes the output to `stdout`.' 2026-05-05 19:24:15 INFO [eval_router] [WRONG] sample=5377 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Give a brief explanation of the following code:\ndef char_to_codepoint(c)\n codepoint = charset.index c\n if codepoint.nil?\n fail NotInCharset, "Char \\"#{c}\\" not part of the supported charset"\n end\n codepoint\n end' 2026-05-05 19:24:16 INFO [eval_router] [WRONG] sample=5438 pred=4 (KodCode) gt=2 (CodeSearchNet) input="What does this code snippet do?\ndef expire_request(session_id, message_id)\n validate_presence_of session_id, 'Session Id'\n validate_presence_of message_id, 'Message Id'\n\n @client.call(:expire_request, message: { 'SessionID' => session_id, 'MessageID' => message_id })\n\n return true\n end" 2026-05-05 19:24:16 INFO [eval_router] [WRONG] sample=5520 pred=4 (KodCode) gt=2 (CodeSearchNet) input='What does this code snippet do?\ndef logical_and(input_a, input_b, name: nil)\n check_data_types(input_a, input_b)\n _op(:logical_and, input_a, input_b, name: name)\n end' 2026-05-05 19:24:17 INFO [eval_router] [WRONG] sample=5645 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Summarize this code:\ndef prepend_path(*paths)\n path_values = Array(paths)\n path_values << ENV[path_key]\n\n separator = File::PATH_SEPARATOR || ":"\n path_values.join(separator)\n end' 2026-05-05 19:24:18 INFO [eval_router] [WRONG] sample=5727 pred=2 (CodeSearchNet) gt=4 (KodCode) input='Write me a Python program that import random\n\ndef roll_dice():\n return random.randint(1,6)\n\ndef roll_dice_six_times():\n return [roll_dice() for _ in range(6)]\n\n# print(roll_dice())\n# print(roll_dice_six_times())\n\ndef calculate_score(rolls):\n three_of_a_kind = False\n pairs = 0\n score = 0\n roll_counts = {}\n for roll in rolls:\n roll_counts[roll] = roll_counts.get(roll, 0) + 1\n\n for dice in roll_counts:\n if roll_counts[dice] == 3:\n three_of_a_kind = True\n elif roll_counts[dice] >= 2:\n pairs += 1\n\n if three_of_a_kind:\n score += 15\n elif pairs >= 2:\n score += 5\n\n return score\n\n# print(calculate_score(roll_dice_six_times()))\n\ndef get_player_name():\n return input("Enter your name: ")\n\ndef get_computer_name():\n return "Computer"\n\ndef get_best_score(player_name, computer_name):\n return random.choice([player_name, computer_name])\n\ndef game():\n player_name = get_player_name()\n computer_name = get_computer_name()\n player_score = calculate_score(roll_dice_six_times())\n computer_score = calculate_score(roll_dice_six_times())\n best_score = get_best_score(player_name, computer_name)\n print(f"{player_name} rolled: {roll_dice_six_times()}")\n print(f"{computer_name} rolled: {roll_dice_six_times()}")\n print(f"{player_name} scored: {player_score}")\n print(f"{computer_name} scored: {computer_score}")\n print(f"The winner is {best_score} with the highest score!")\n # return player_score, computer_score\n\ndef main():\n while True:\n game()\n response = input("Would you like to play again?' 2026-05-05 19:24:18 INFO [eval_router] [WRONG] sample=5804 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="Read the code below and provide a brief description of its functionality:\ndef nameize(str)\n str = str.dup\n str.gsub!(/&(\\w{2,6}?|#[0-9A-Fa-f]{2,6});/,'') # remove html entitities\n str.gsub!(/[^- [[:word:]]]/u, '') # remove non-word characters (using unicode definition of a word char)\n str.strip!\n str.downcase! # upper case characters in urls are confusing\n str.gsub!(/\\ +/u, '-') # spaces to dashes, preferred separator char everywhere\n CGI.escape(str)\n end" 2026-05-05 19:24:23 INFO [eval_router] [WRONG] sample=6527 pred=4 (KodCode) gt=2 (CodeSearchNet) input="Look at this code and tell me what it's doing:\ndef clear_flair_templates type, subreddit\n logged_in?\n post('/api/clearflairtemplates', body: { flair_type: type, r: subreddit, uh: @modhash, api_type: 'json'})\n end" 2026-05-05 19:24:23 INFO [eval_router] [WRONG] sample=6670 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Explain this code to me:\ndef asin(input, name: nil)\n check_allowed_types(input, FLOATING_POINT_TYPES)\n _op(:asin, input, name: name)\n end' 2026-05-05 19:24:24 INFO [eval_router] [WRONG] sample=6719 pred=0 (CONCODE) gt=4 (KodCode) input="Write Python code that A company organizes an annual programming competition that consists of several coding challenges. Each challenge has a different difficulty rating and different competitors. Competitors earn points from each challenge based on their performance.\n\nThe competition results are recorded in a list of dictionaries, where each dictionary contains the name of the competitor, a list of challenges they participated in, and the points they scored in each challenge. The performance of a competitor is defined as the total points they scored across all challenges.\n\nWrite a program to output the competition leaderboard, which is a sorted list of competitors by their performance in descending order. If two competitors have the same total points, they should be listed in alphabetical order of their names.\n\n---\n### EXAMPLES\n\n```python\ncompetition_results([\n {'competitor': 'Alice', 'challenges': ['C1', 'C2'], 'points': [50, 75]},\n {'competitor': 'Bob', 'challenges': ['C2', 'C3'], 'points': [75, 60]},\n {'competitor': 'Charlie', 'challenges': ['C1', 'C2', 'C3'], 'points': [20, 35, 45]}\n]) == [{'competitor': 'Bob', 'points': 135},\n {'competitor': 'Alice', 'points': 125},\n {'competitor': 'Charlie', 'points': 100}]\n\ncompetition_results([\n {'competitor': 'Dave', 'challenges': ['C1'], 'points': [80]},\n {'competitor': 'Eve', 'challenges': ['C1', 'C2'], 'points': [50, 75]},\n {'competitor': 'Frank', 'challenges': ['C2'], 'points': [75]}\n]) == [{'competitor': 'Eve', 'points': 125},\n {'competitor': 'Dave', 'points': 80},\n {'competitor': 'Frank', 'points': 75}]\n\ncompetition_results([\n {'competitor': 'George', 'challenges': ['C1', 'C2'], 'points': [70, 30]},\n {'competitor': 'Hannah', 'challenges': ['C3'], 'points': [90]},\n {'competitor': 'Ian', 'challenges': ['C1', 'C3'], 'points': [60, 30]}\n]) == [{'competitor': 'George', 'points': 100},\n {'competitor': 'Hannah', 'points': 90},\n {'competitor': 'Ian', 'points': 90}]\n```" 2026-05-05 19:24:25 INFO [eval_router] [WRONG] sample=6844 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Summarize the following Ruby code:\ndef pow(input_a, input_b, name: nil)\n input_a, input_b = apply_data_type_coercion(input_a, input_b)\n _op(:pow, input_a, input_b, name: name)\n end' 2026-05-05 19:24:25 INFO [eval_router] [WRONG] sample=6936 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Summarize this code:\ndef call_func(method:, params: [], tx: {}) # rubocop:disable Naming/UncommunicativeMethodParamName\n data, output_types = function_data_with_ot(method, *params)\n resp = @rpc.call_rpc(:call, params: [tx.merge(data: data, to: address), "latest"])\n result = resp["result"]\n\n data = [Utils.remove_hex_prefix(result)].pack("H*")\n return if data.nil?\n\n re = decode_abi output_types, data\n re.length == 1 ? re.first : re\n end' 2026-05-05 19:24:26 INFO [eval_router] [WRONG] sample=7031 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Summarize this code:\ndef redis_alias name, main_fields, name_of_field_for_order = nil, name_of_field_for_args = nil\n #set fields if they are not allready set!\n if name_of_field_for_order && name_of_field_for_args\n redis_field name_of_field_for_order, :array, [] unless redis_fields_config.has_key?(name_of_field_for_order)\n redis_field name_of_field_for_args, :hash, {} unless redis_fields_config.has_key?(name_of_field_for_args)\n end\n\n @redis_alias_config ||= {}\n #add specification of dynamic alias\n @redis_alias_config[name] = { \n main_fields: main_fields,\n order_field: name_of_field_for_order,\n args_field: name_of_field_for_args,\n }\n\n #create alias methods for find and get (find_by_name, get_by_name)\n create_class_alias_method(name)\n end' 2026-05-05 19:24:27 INFO [eval_router] [WRONG] sample=7188 pred=4 (KodCode) gt=2 (CodeSearchNet) input="Summarize the following Ruby code:\ndef pmmap_grouped(data)\n pmmap_grouped = ['rss', 'size', 'pss', 'shared_clean', \n 'shared_dirty', 'private_clean', 'private_dirty', \n 'referenced', 'anonymous', 'swap']\n os_list = []\n data.each do |k, v|\n os = OpenStruct.new\n os.path = k\n pmmap_grouped.each_index {|i| os[pmmap_grouped[i]] = v[i]}\n os_list.push(os)\n end\n os_list\n end" 2026-05-05 19:24:27 INFO [eval_router] [WRONG] sample=7210 pred=2 (CodeSearchNet) gt=4 (KodCode) input='I need a Python function that ### Mailcap File Handler Implementation\n\nMailcap files are essential for configuring how MIME-aware applications handle files with different MIME types. Python\'s `mailcap` module provides tools to interact with these files. In this task, you are required to work with a subset of this module\'s functionalities to demonstrate your understanding of handling MIME types.\n\n#### Function 1: `get_caps_from_string`\n\nYou will first implement a function that simulates reading mailcap entries from a string (as opposed to actual files on disk). \n\n```python\ndef get_caps_from_string(mailcap_string):\n """\n Parses a string containing mailcap entries and returns a dictionary mapping\n MIME types to lists of action dictionaries.\n \n Args:\n - mailcap_string (str): A string where each line is a mailcap entry, in the format\n \'MIMEtype; action\'\n \n Returns:\n - dict: A dictionary where each key is a MIME type and the value is a list of \n dictionaries representing actions.\n """\n pass\n```\n\n- `mailcap_string` is a multiline string where each line corresponds to a mailcap entry in the format `MIMEtype; action`.\n- The function will return a dictionary mapping MIME types to a list of dictionaries representing the actions.\n\n#### Function 2: `find_match`\n\nUsing the output of the `get_caps_from_string` function, implement the `find_match` function which mimics `mailcap.findmatch`.\n\n```python\ndef find_match(caps, MIMEtype, key=\'view\', filename=\'/dev/null\', plist=[]):\n """\n Finds a suitable command line to execute for a given MIME type based on the provided caps.\n \n Args:\n - caps (dict): Dictionary returned by get_caps_from_string.\n - MIMEtype (str): The MIME type to find a command for.\n - key (str): The type of activity to perform (default is \'view\').\n - filename (str): Filename to replace %s in the command (default is \'/dev/null\').\n - plist (list): List of string parameters in the form \'name=value\'.\n \n Returns:\n - tuple: A 2-tuple where the first element is the command line string to be executed,\n and the second element is the mailcap entry for the given MIME type. \n Returns (None, None) if no match is found.\n """\n pass\n```\n\n### Requirements:\n- Your code should parse the given mailcap string correctly.\n- You should handle edge cases where the mailcap string is empty or malformed.\n- Parameters in `plist` should correctly replace placeholders like `%{name}` in the command.\n- Invalid characters in `filename` or `plist` should cause the function to safely handle these cases without causing security issues.\n\n### Example Usage\n\n```python\nmailcap_string = """\nvideo/mpeg; xmpeg %s\ntext/html; browser %s\ntext/plain; cat %s\napplication/pdf; pdfreader %s\n"""\n\ncaps = get_caps_from_string(mailcap_string)\n\ncommand, entry = find_match(caps, \'video/mpeg\', filename=\'example.mpg\')\nprint(command, entry) # Output: \'xmpeg example.mpg\', {\'view\': \'xmpeg %s\'}\n```\n\n### Constraints:\n1. The filename should not contain characters other than alphanumerics and "@+=:,./-_".\n2. If such characters are in the filename or plist, `find_match` should return `(None, None)`.\n\n### Notes:\n- You should not use any external libraries other than those in the standard library.\n- Remember to handle different cases to ensure robustness and security of the implementation.' 2026-05-05 19:24:28 INFO [eval_router] [WRONG] sample=7373 pred=4 (KodCode) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic Builder(boolean ignoreCase) {this.ignoreCase = ignoreCase;}\n' 2026-05-05 19:24:28 INFO [eval_router] [WRONG] sample=7422 pred=0 (CONCODE) gt=4 (KodCode) input="Here is a programming problem, solve it in Python:\nGiven a collected rainfall measurement over a consecutive number of days, find the smallest period of days where the cumulative rainfall surpasses a given threshold. If it's impossible to surpass the threshold, return -1.\n\nExample 1:\nInput:\nrainfall = [2, 3, 1, 2, 4, 3]\nthreshold = 7\nOutput:\n2\nExplanation:\nThe smallest period with cumulative rainfall surpassing 7 is between days 4 and 5 (2+4=6 which exceeds 7).\n\nExample 2:\nInput:\nrainfall = [1, 1, 1, 1, 1]\nthreshold = 3\nOutput:\n3\nExplanation:\nThe smallest period with cumulative rainfall surpassing 3 is between days 1 to 3.\n\nExample 3:\nInput:\nrainfall = [1, 2, 3]\nthreshold = 7\nOutput:\n-1\nExplanation:\nThere is no period where the cumulative rainfall exceeds 7.\n\nYour Task:\nYou don't need to read input or print anything. Your task is to complete the function smallestPeriod() which takes a list of integers rainfall as input and an integer threshold, and returns the length of the smallest period.\n\nExpected Time Complexity: O(n)\nExpected Auxiliary Space: O(1)\n\nConstraints:\n1 <= length of rainfall <= 10^5\n1 <= rainfall[i] <= 10^4\n1 <= threshold <= 10^9" 2026-05-05 19:24:29 INFO [eval_router] [WRONG] sample=7572 pred=4 (KodCode) gt=2 (CodeSearchNet) input='What does the following code do?\ndef variations(experiment_id)\n raise OptimizelyError::NoExperimentID, "An Experiment ID is required to retrieve variations." if experiment_id.nil?\n\n response = self.get("experiments/#{experiment_id}/variations")\n response.collect { |variation_json| Variation.new(variation_json) }\n end' 2026-05-05 19:24:30 INFO [eval_router] [WRONG] sample=7624 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Give me a high-level overview of what this code does:\ndef animate_once(indices, interval)\n if @animate_once_control == 2\n return if indices == @animate_once_indices && interval == @animate_once_interval\n @animate_once_control = 0\n end\n\n unless @animate_once_control == 1\n @anim_counter = 0\n @img_index = indices[0]\n @index_index = 0\n @animate_once_indices = indices\n @animate_once_interval = interval\n @animate_once_control = 1\n return\n end\n\n @anim_counter += 1\n return unless @anim_counter >= interval\n\n @index_index += 1\n @img_index = indices[@index_index]\n @anim_counter = 0\n @animate_once_control = 2 if @index_index == indices.length - 1\n end' 2026-05-05 19:24:30 INFO [eval_router] [WRONG] sample=7647 pred=0 (CONCODE) gt=4 (KodCode) input='I need a Python function that You are given an encoded string `s` and a dictionary of words `dict`. The encoded string `s` contains digits and possibly more digits representing delimiters between words. A valid decoding of `s` is such that every word in the decoded string belongs to the dictionary `dict`. The delimiters are given as numbers in a separate array `delimiters`, and they represent the indices in the string `s` where splits can occur.\n\nImplement the `Decoder` class:\n\n- `Decoder(String s, List dict, List delimiters)` Initializes the object with the encoded string `s`, the dictionary of valid words `dict`, and the list of permissible delimiter indices `delimiters`.\n- `boolean isValidEncoding()` Returns `true` if the string `s` can be fully decoded into words from `dict` using the delimiters, otherwise returns `false`.\n\nExample:\n- `s = "123456"`\n- `dict = ["12", "34", "56", "1234", "56"]`\n- `delimiters = [2, 4]`\n \nIn this example, a valid decoding would be ["12", "34", "56"], so the function should return `true`.' 2026-05-05 19:24:31 INFO [eval_router] [WRONG] sample=7871 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Summarize this code:\ndef read(path)\n owconnect do |socket|\n owwrite(socket,:path => path, :function => READ)\n return to_number(owread(socket).data)\n end\n end' 2026-05-05 19:24:32 INFO [eval_router] [WRONG] sample=7932 pred=4 (KodCode) gt=0 (CONCODE) input='Write me a Java program that creates a scriptsig that can redeem a pay-to-address output . if given signature is null , incomplete scriptsig will be created with op_0 instead of signature concode_field_sep List chunks concode_field_sep ScriptBuilder op concode_elem_sep ScriptBuilder op concode_elem_sep Script updateScriptWithSignature concode_elem_sep Script createOpReturnScript concode_elem_sep ScriptBuilder data concode_elem_sep ScriptBuilder data concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep ScriptBuilder smallNum concode_elem_sep ScriptBuilder smallNum concode_elem_sep Script createRedeemScript concode_elem_sep ScriptBuilder addChunk concode_elem_sep ScriptBuilder addChunk concode_elem_sep Script createOutputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigOutputScript concode_elem_sep Script build concode_elem_sep Script createP2SHMultiSigInputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript' 2026-05-05 19:24:33 INFO [eval_router] [WRONG] sample=8129 pred=2 (CodeSearchNet) gt=4 (KodCode) input='import numpy as np\n\ndef initialize_nd_array(shape, low=0.0, high=1.0):\n """\n Initializes an N-dimensional array with random numbers within the specified range.\n \n Parameters:\n shape (tuple): Shape of the desired N-dimensional array.\n low (float): Lower bound of random numbers (inclusive). Default is 0.0.\n high (float): Upper bound of random numbers (exclusive). Default is 1.0.\n \n Returns:\n np.ndarray: N-dimensional array with random numbers.\n \n >>> arr = initialize_nd_array((2, 2, 2))\n >>> arr.shape\n (2, 2, 2)\n >>> (arr >= 0.0).all() and (arr < 1.0).all()\n True\n\n >>> arr = initialize_nd_array((3, 3), low=10.0, high=20.0)\n >>> arr.shape\n (3, 3)\n >>> (arr >= 10.0).all() and (arr < 20.0).all()\n True\n\n >>> arr = initialize_nd_array((5,), low=-5.0, high=5.0)\n >>> arr.shape\n (5,)\n >>> (arr >= -5.0).all() and (arr < 5.0).all()\n True\n\n >>> arr = initialize_nd_array((2, 3, 4, 5))\n >>> arr.shape\n (2, 3, 4, 5)\n >>> (arr >= 0.0).all() and (arr < 1.0).all()\n True\n\n >>> arr = initialize_nd_array((2, 3, 3, 2, 2), low=50, high=100)\n >>> arr.shape\n (2, 3, 3, 2, 2)\n >>> (arr >= 50.0).all() and (arr < 100.0).all()\n True\n """\nSolve this in Python.' 2026-05-05 19:24:34 INFO [eval_router] [WRONG] sample=8359 pred=4 (KodCode) gt=2 (CodeSearchNet) input='This is a Ruby function, summarize what it does for documentation:\ndef random_uniform(shape, name: nil, dtype: :float32, minval: 0, maxval: 1, seed: nil)\n _op(:random_uniform, shape, name: name, dtype: dtype, minval: minval, maxval: maxval, seed: seed)\n end' 2026-05-05 19:24:36 INFO [eval_router] [WRONG] sample=8654 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input='Give me a short description of what this Ruby code does:\ndef recolor(bg: \'#000\', fg: \'#fff\', bg_opacity: "1.0", fg_opacity: "1.0")\r\n OptionalDeps.require_nokogiri\r\n bg.prepend(\'#\') unless bg.start_with? \'#\'\r\n fg.prepend(\'#\') unless fg.start_with? \'#\'\r\n doc = Nokogiri::XML(self.string)\r\n doc.css(\'path\')[0][\'fill\'] = bg # dark backdrop\r\n doc.css(\'path\')[1][\'fill\'] = fg # light drawing\r\n doc.css(\'path\')[0][\'fill-opacity\'] = bg_opacity.to_s # dark backdrop\r\n doc.css(\'path\')[1][\'fill-opacity\'] = fg_opacity.to_s # light drawing\r\n @svgstr = doc.to_xml\r\n self\r\n end' 2026-05-05 19:24:38 INFO [eval_router] [WRONG] sample=8887 pred=4 (KodCode) gt=2 (CodeSearchNet) input='This is a Ruby function, summarize what it does for documentation:\ndef days_to_week_start(start_day = Date.beginning_of_week)\n start_day_number = DAYS_INTO_WEEK[start_day]\n current_day_number = wday != 0 ? wday - 1 : 6\n (current_day_number - start_day_number) % 7\n end' 2026-05-05 19:24:38 INFO [eval_router] [WRONG] sample=8971 pred=4 (KodCode) gt=2 (CodeSearchNet) input="What does this code snippet do?\ndef delete_user_flair user, subreddit\n logged_in?\n post('/api/deleteflair', body: {name: user, r: subreddit, uh: @modhash, api_type: 'json'})\n end" 2026-05-05 19:24:38 INFO [eval_router] [WRONG] sample=8978 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input='Write a summary for the Ruby code below:\ndef update_values # rubocop:disable Metrics/AbcSize\n # set the parameters of carrierwave_image at the end for validates.\n permitting = []\n dynamic_scaffold.form.items.reject {|i| i.type?(:carrierwave_image) }.each do |item|\n item.extract_parameters(permitting)\n end\n permitting.concat(dynamic_scaffold.form.permit_params)\n dynamic_scaffold.form.items.select {|i| i.type?(:carrierwave_image) }.each do |item|\n item.extract_parameters(permitting)\n end\n\n values = params\n .require(dynamic_scaffold.model.name.underscore)\n .permit(*permitting)\n\n if dynamic_scaffold.scope && !valid_for_scope?(values)\n raise DynamicScaffold::Error::InvalidOperation, "You can update only to #{scope_params} on this scope"\n end\n\n values\n end' 2026-05-05 19:24:39 INFO [eval_router] [WRONG] sample=9027 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Describe this code:\ndef calculate_sortable_values\n response_fieldable.input_fields.each do |response_field|\n if (x = response_value(response_field)).present?\n get_responses["#{response_field.id}_sortable_value"] = response_field.sortable_value(x)\n end\n end\n\n mark_responses_as_changed!\n end' 2026-05-05 19:24:39 INFO [eval_router] [WRONG] sample=9113 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Summarize this code:\ndef select(query, filters)\n where, *bind_values = conditions(query, filters)\n [\n [\n from(filters),\n where,\n order_by(filters),\n limits(filters)\n ].join(" "),\n *bind_values\n ]\n end' 2026-05-05 19:24:40 INFO [eval_router] [WRONG] sample=9201 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Give me a high-level overview of what this code does:\ndef annotate_pdf(pdf, options={})\n with_options options do\n\n xpos, ypos = x, y\n orig_xpos = xpos\n\n if barcode.two_dimensional?\n boolean_groups.reverse_each do |groups|\n groups.each do |bar,amount|\n if bar\n pdf.move_to(xpos, ypos).\n line_to(xpos, ypos+xdim).\n line_to(xpos+(xdim*amount), ypos+xdim).\n line_to(xpos+(xdim*amount), ypos).\n line_to(xpos, ypos).\n fill\n end\n xpos += (xdim*amount)\n end\n xpos = orig_xpos\n ypos += xdim\n end\n else\n boolean_groups.each do |bar,amount|\n if bar\n pdf.move_to(xpos, ypos).\n line_to(xpos, ypos+height).\n line_to(xpos+(xdim*amount), ypos+height).\n line_to(xpos+(xdim*amount), ypos).\n line_to(xpos, ypos).\n fill\n end\n xpos += (xdim*amount)\n end\n end\n\n end\n\n pdf\n end' 2026-05-05 19:24:42 INFO [eval_router] [WRONG] sample=9560 pred=4 (KodCode) gt=2 (CodeSearchNet) input="This is a Ruby function, summarize what it does for documentation:\ndef fetch_http_fallback_identifier(head_request)\n if head_request.key?('last-modified')\n head_request['last-modified']\n elsif head_request.key?('content-length')\n head_request['content-length']\n else\n Time.now.to_s\n end\n end" 2026-05-05 19:24:44 INFO [eval_router] [WRONG] sample=9808 pred=3 (BFP) gt=2 (CodeSearchNet) input='Explain this code to me:\ndef csv_write(path, rows, cols: nil)\n atomic_write(path) do |tmp|\n CSV.open(tmp.path, "wb") { |f| csv_write0(f, rows, cols: cols) }\n end\n end' 2026-05-05 19:24:45 INFO [eval_router] [WRONG] sample=9955 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Explain this code to me:\ndef mod(input_a, input_b, name: nil)\n input_a, input_b = apply_data_type_coercion(input_a, input_b)\n _op(:mod, input_a, input_b, name: name)\n end' 2026-05-05 19:24:46 INFO [eval_router] [WRONG] sample=10105 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Write a summary for the Ruby code below:\ndef method_missing(name, *args, &block)\n obj = __getobj__\n __substitute_self__(obj.__send__(name, *args, &block), obj)\n end' 2026-05-05 19:24:46 INFO [eval_router] [WRONG] sample=10126 pred=4 (KodCode) gt=2 (CodeSearchNet) input='This is a Ruby function, summarize what it does for documentation:\ndef alias_action(*args)\n target = args.pop[:to]\n validate_target(target)\n aliased_actions[target] ||= []\n aliased_actions[target] += args\n end' 2026-05-05 19:24:48 INFO [eval_router] [WRONG] sample=10567 pred=4 (KodCode) gt=2 (CodeSearchNet) input="What does this code snippet do?\ndef route(name)\n\n if name.is_a?(String)\n\n [ Flor.dup_and_merge(\n @message,\n 'tasker' => name, 'original_tasker' => @message['tasker'],\n 'routed' => true) ]\n\n else\n\n [ Flor.dup_and_merge(\n @message,\n 'routed' => !! name) ]\n end\n end" 2026-05-05 19:24:49 INFO [eval_router] [WRONG] sample=10658 pred=4 (KodCode) gt=2 (CodeSearchNet) input="Look at this code and tell me what it's doing:\ndef vars(nid, vs={})\n\n n = node(nid); return vs unless n\n\n (n['vars'] || {})\n .each { |k, v| vs[k] = Flor.dup(v) unless vs.has_key?(k) }\n\n pnid = n['parent']\n\n if @unit.loader && pnid == nil && n['vdomain'] != false\n\n @unit.loader.variables(n['vdomain'] || Flor.domain(@exid))\n .each { |k, v| vs[k] = Flor.dup(v) unless vs.has_key?(k) }\n end\n\n if cn = n['cnid']; vars(cn, vs); end\n vars(pnid, vs) if pnid\n\n vs\n end" 2026-05-05 19:24:50 INFO [eval_router] [WRONG] sample=10794 pred=0 (CONCODE) gt=4 (KodCode) input='Implement the following in Python: def longest_palindromic_substring_length(n: int, s: str) -> int:\n """Returns the length of the longest palindromic substring in the given string s.\n Args:\n n : int : The length of the string s.\n s : str : The string in which we need to find the longest palindromic substring.\n \n Returns:\n int : The length of the longest palindromic substring.\n\n >>> longest_palindromic_substring_length(7, "racecar")\n 7\n >>> longest_palindromic_substring_length(12, "abacdfgdcaba")\n 3\n >>> longest_palindromic_substring_length(5, "abcde")\n 1\n >>> longest_palindromic_substring_length(1, "a")\n 1\n >>> longest_palindromic_substring_length(2, "aa")\n 2\n >>> longest_palindromic_substring_length(2, "ab")\n 1\n >>> longest_palindromic_substring_length(4, "aaaa")\n 4\n >>> longest_palindromic_substring_length(14, "foobarcivicbaz")\n 5\n """' 2026-05-05 19:24:52 INFO [eval_router] [WRONG] sample=11056 pred=4 (KodCode) gt=2 (CodeSearchNet) input='This is a Ruby function, summarize what it does for documentation:\ndef embedding_lookup(params, ids, partition_strategy: "mod", name: nil, validate_indices: true, max_norm: nil)\n _embedding_lookup_and_transform(params, ids, partition_strategy: partition_strategy, name: name, max_norm: max_norm, transform_fn: nil)\n end' 2026-05-05 19:24:53 INFO [eval_router] [WRONG] sample=11346 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Describe this code:\ndef move_free(aim, speed)\n if aim.is_a? Vector\n x_d = aim.x - @x; y_d = aim.y - @y\n distance = Math.sqrt(x_d**2 + y_d**2)\n\n if distance == 0\n @speed.x = @speed.y = 0\n return\n end\n\n @speed.x = 1.0 * x_d * speed / distance\n @speed.y = 1.0 * y_d * speed / distance\n\n if (@speed.x < 0 and @x + @speed.x <= aim.x) or (@speed.x >= 0 and @x + @speed.x >= aim.x)\n @x = aim.x\n @speed.x = 0\n else\n @x += @speed.x\n end\n\n if (@speed.y < 0 and @y + @speed.y <= aim.y) or (@speed.y >= 0 and @y + @speed.y >= aim.y)\n @y = aim.y\n @speed.y = 0\n else\n @y += @speed.y\n end\n else\n rads = aim * Math::PI / 180\n @speed.x = speed * Math.cos(rads)\n @speed.y = speed * Math.sin(rads)\n @x += @speed.x\n @y += @speed.y\n end\n end' 2026-05-05 19:24:54 INFO [eval_router] [WRONG] sample=11530 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input="What does the following code do?\ndef draw_border(x, y, height, width)\n return unless numeric?(height) && numeric?(width)\n x = 0 unless numeric?(x)\n y = 0 unless numeric?(y)\n\n label_data.push('^FO' + Integer(x * printer_dpi).to_s + ',' +\n Integer(y * printer_dpi).to_s + '^GB' +\n Integer(height * printer_dpi).to_s +\n ',' + Integer(width * printer_dpi).to_s + ',1^FS')\n\n # draw_rectangle(x * pdf_dpi, y * pdf_dpi, height * pdf_dpi, width * pdf_dpi)\n end" 2026-05-05 19:24:56 INFO [eval_router] [WRONG] sample=11766 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Describe this code:\ndef interpolate interpolant\n case @opts[:type]\n when :linear\n for_each (interpolant) { |x| linear_interpolation(x) }\n when :cubic\n cubic_spline_interpolation interpolant\n else\n raise ArgumentError, "1 D interpolation of type #{@opts[:type]} not supported"\n end\n end' 2026-05-05 19:24:57 INFO [eval_router] [WRONG] sample=11854 pred=0 (CONCODE) gt=4 (KodCode) input='Build a Python function that Given a positive integer n, you are asked to find the number of ways to partition the set {1, 2, ..., n} into non-empty subsets such that each subset is a sequence of consecutive integers. Two partitions are different if there exists some subset that lies in one partition but not the other.\n\nFor example, for n = 3, the following partitions are possible: {{1, 2, 3}}, {{1}, {2, 3}}, {{1, 2}, {3}}, {{1}, {2}, {3}}. Notice that each subset in the partition is a sequence of consecutive integers.\n\nInput\n\nThe input consists of a single integer n (1 ≤ n ≤ 100).\n\nOutput\n\nPrint the number of partitions of the set {1, 2, ..., n} into non-empty subsets of consecutive integers.\n\nExamples\n\nInput\n\n3\n\nOutput\n\n4\n\n\nInput\n\n4\n\nOutput\n\n8\n\n\nInput\n\n5\n\nOutput\n\n16\n\n\nNote\n\nIn the first example, the valid partitions are: \n\n1. {{1, 2, 3}}\n2. {{1}, {2, 3}}\n3. {{1, 2}, {3}}\n4. {{1}, {2}, {3}}\n\nIn the second example, the valid partitions are:\n\n1. {{1, 2, 3, 4}}\n2. {{1}, {2, 3, 4}}\n3. {{1, 2}, {3, 4}}\n4. {{1, 2, 3}, {4}}\n5. {{1}, {2}, {3, 4}}\n6. {{1}, {2, 3}, {4}}\n7. {{1, 2}, {3}, {4}}\n8. {{1}, {2}, {3}, {4}}\n\n### Format: Generate an executable Python function to solve the given problem. The function should read input from `stdin` and write the output to `stdout`. Do not directly test on the sample inputs. Ensure that when the Python program runs, it reads the inputs, executes the algorithm, and writes the output to `stdout`.' 2026-05-05 19:24:58 INFO [eval_router] [WRONG] sample=12074 pred=2 (CodeSearchNet) gt=4 (KodCode) input='Write Python code that Write a function, `find_missing_number`, that takes in a list of unique integers sorted in ascending order which represents a range of consecutive numbers, and returns the single missing integer in the range. The list is guaranteed to have exactly one missing number.\n\nFor example:\n\n```python\n find_missing_number([1, 2, 3, 4, 6]) => 5 # Because the sequence should be 1, 2, 3, 4, 5, 6,\n # with 5 missing.\n\n find_missing_number([10, 11, 12, 13, 15]) => 14 # Because the sequence should be 10, 11, 12, 13, 14, 15,\n # with 14 missing.\n\n find_missing_number([100, 101, 103, 104]) => 102 # Because the sequence should be 100, 101, 102, 103, 104,\n # with 102 missing.\n```\n```python\n find_missing_number([1, 2, 3, 4, 6]) # returns 5, because the sequence should be 1, 2, 3, 4, 5, 6,\n # with 5 missing.\n\n find_missing_number([10, 11, 12, 13, 15]) # returns 14, because the sequence should be 10, 11, 12, 13, 14, 15,\n # with 14 missing.\n\n find_missing_number([100, 101, 103, 104]) # returns 102, because the sequence should be 100, 101, 102, 103, 104,\n # with 102 missing.\n```\n\n### Format: Generate an executable Python function to solve the given problem. The function should read input from `stdin` and write the output to `stdout`. Do not directly test on the sample inputs. Ensure that when the Python program runs, it reads the inputs, executes the algorithm, and writes the output to `stdout`.' 2026-05-05 19:25:00 INFO [eval_router] [WRONG] sample=12380 pred=4 (KodCode) gt=0 (CONCODE) input='Here is a programming problem, solve it in Java:\ncreates a scriptpubkey that sends to the given script hash . read bip 16 to learn more about this kind of script . concode_field_sep List chunks concode_field_sep ScriptBuilder op concode_elem_sep ScriptBuilder op concode_elem_sep Script updateScriptWithSignature concode_elem_sep Script createOpReturnScript concode_elem_sep ScriptBuilder data concode_elem_sep ScriptBuilder data concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep ScriptBuilder smallNum concode_elem_sep ScriptBuilder smallNum concode_elem_sep Script createRedeemScript concode_elem_sep ScriptBuilder addChunk concode_elem_sep ScriptBuilder addChunk concode_elem_sep Script createInputScript concode_elem_sep Script createInputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigOutputScript concode_elem_sep Script build concode_elem_sep Script createP2SHMultiSigInputScript' 2026-05-05 19:25:00 INFO [eval_router] [WRONG] sample=12473 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Give me a short description of what this Ruby code does:\ndef add(input_a, input_b, name: nil)\n input_a, input_b = apply_data_type_coercion(input_a, input_b)\n _op(:add, input_a, input_b, name: name)\n end' 2026-05-05 19:25:01 INFO [eval_router] [WRONG] sample=12640 pred=2 (CodeSearchNet) gt=4 (KodCode) input='Code a Python function that Explain the bubble sort algorithm and provide a step-by-step explanation of how it works. Additionally, write a function in your preferred programming language that implements the bubble sort algorithm and analyze its time complexity. Discuss the advantages and disadvantages of using bubble sort compared to other sorting algorithms, such as quicksort or mergesort, and explain in which scenarios bubble sort might still be a reasonable algorithm to use.' 2026-05-05 19:25:02 INFO [eval_router] [WRONG] sample=12665 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Look at this code and tell me what it\'s doing:\ndef stats(experiment_id)\n @url = "experiments/#{experiment_id}/stats"\n raise OptimizelyError::NoExperimentID, "An Experiment ID is required to retrieve the stats." if experiment_id.nil?\n\n response = self.get(@url)\n response.collect { |response_json| Stat.new(response_json) }\n end' 2026-05-05 19:25:05 INFO [eval_router] [WRONG] sample=13165 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input="Summarize the following Ruby code:\ndef remove_response(session_id, request_message_id)\n validate_presence_of session_id, 'Session Id'\n validate_presence_of request_message_id, 'Request Message Id'\n\n message = { 'SessionID' => session_id, 'RequestMessageID' => request_message_id }\n @client.call(:remove_response, message: message)\n\n return true\n end" 2026-05-05 19:25:05 INFO [eval_router] [WRONG] sample=13277 pred=4 (KodCode) gt=0 (CONCODE) input='Write me a Java program that creates a script of the form op_return data . this feature allows you to attach a small piece of data like a hash of something stored elsewhere to a zero valued output which can never be spent and thus does not pollute the ledger . concode_field_sep List chunks concode_field_sep ScriptBuilder op concode_elem_sep ScriptBuilder op concode_elem_sep Script updateScriptWithSignature concode_elem_sep ScriptBuilder data concode_elem_sep ScriptBuilder data concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep ScriptBuilder smallNum concode_elem_sep ScriptBuilder smallNum concode_elem_sep Script createRedeemScript concode_elem_sep ScriptBuilder addChunk concode_elem_sep ScriptBuilder addChunk concode_elem_sep Script createInputScript concode_elem_sep Script createInputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigOutputScript concode_elem_sep Script build concode_elem_sep Script createP2SHMultiSigInputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript' 2026-05-05 19:25:07 INFO [eval_router] [WRONG] sample=13487 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Give a brief explanation of the following code:\ndef reset!\n self.client_id = DEFAULT_CLIENT_ID\n self.client_secret = DEFAULT_CLIENT_SECRET\n self.oauth_token = DEFAULT_OAUTH_TOKEN\n self.endpoint = DEFAULT_ENDPOINT\n self.site = DEFAULT_SITE\n self.ssl = DEFAULT_SSL\n self.user_agent = DEFAULT_USER_AGENT\n self.connection_options = DEFAULT_CONNECTION_OPTIONS\n self.mime_type = DEFAULT_MIME_TYPE\n self.login = DEFAULT_LOGIN\n self.password = DEFAULT_PASSWORD\n self.basic_auth = DEFAULT_BASIC_AUTH\n self.auto_pagination = DEFAULT_AUTO_PAGINATION\n self.content_locale = DEFAULT_CONTENT_LOCALE\n self.adapter = DEFAULT_ADAPTER\n self.subdomain = DEFAULT_SUBDOMAIN\n self\n end' 2026-05-05 19:25:07 INFO [eval_router] [WRONG] sample=13580 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Describe this code:\ndef shape(input, name: nil, out_type: :int32)\n return constant(shape_eval(input, out_type), dtype: out_type, name: "Shape/#{name}") if input.is_a?(Array) && !input[0].is_a?(Tensor)\n return constant(input.shape.shape, dtype: out_type, name: "Shape/#{input.name}_c") if shape_full_specified(input)\n _op(:shape, input, name: name, out_type: out_type)\n end' 2026-05-05 19:25:08 INFO [eval_router] [WRONG] sample=13666 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Describe this code:\ndef on_create\n @model_class.after_create { |r|\n r.paper_trail.record_create if r.paper_trail.save_version?\n }\n return if @model_class.paper_trail_options[:on].include?(:create)\n @model_class.paper_trail_options[:on] << :create\n end' 2026-05-05 19:25:08 INFO [eval_router] [WRONG] sample=13759 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Explain what the following Ruby code does:\ndef matches_conditions?(action, subject, extra_args)\n if @match_all\n call_block_with_all(action, subject, extra_args)\n elsif @block && !subject_class?(subject)\n @block.call(subject, *extra_args)\n elsif @conditions.kind_of?(Hash) && subject.class == Hash\n nested_subject_matches_conditions?(subject)\n elsif @conditions.kind_of?(Hash) && !subject_class?(subject)\n matches_conditions_hash?(subject)\n else\n # Don\'t stop at "cannot" definitions when there are conditions.\n @conditions.empty? ? true : @base_behavior\n end\n end' 2026-05-05 19:25:09 INFO [eval_router] [WRONG] sample=13848 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Explain this code to me:\ndef set_magic_content_type(override=false)\n if override || file.content_type.blank? || generic_content_type?(file.content_type)\n new_content_type = ::FileMagic.new(::FileMagic::MAGIC_MIME).file( file.path ).split(\';\').first\n\n if file.respond_to?(:content_type=)\n file.content_type = new_content_type\n else\n file.instance_variable_set(:@content_type, new_content_type)\n end\n end\n rescue ::Exception => e\n raise CarrierWave::ProcessingError, I18n.translate(:"errors.messages.magic_mime_types_processing_error", e: e, default: \'Failed to process file with FileMagic, Original Error: %{e}\')\n end' 2026-05-05 19:25:11 INFO [eval_router] [WRONG] sample=14138 pred=4 (KodCode) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic GetRepoWebhookLogListRequest() {super("cr", "2016-06-07", "GetRepoWebhookLogList", "cr");setUriPattern("/repos/[RepoNamespace]/[RepoName]/webhooks/[WebhookId]/logs");setMethod(MethodType.GET);}\n' 2026-05-05 19:25:11 INFO [eval_router] [WRONG] sample=14241 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Give me a high-level overview of what this code does:\ndef variable(value, name: nil, initializer: nil, graph: nil, dtype: nil, trainable: true)\n op = Graph.get_default_graph.add_op(:assign, nil, value)\n common_options = {\n initializer: initializer || op,\n name: name,\n graph: graph,\n dtype: dtype,\n trainable: trainable,\n }\n tensor = if value.is_a?(String)\n i_var(dtype || :string, 0, [], get_variable_scope, common_options)\n elsif value.is_a?(Integer)\n i_var(dtype || :int32, 0, [], get_variable_scope, common_options)\n elsif value.is_a?(Float)\n i_var(dtype || :float32, 0, [], get_variable_scope, common_options)\n else\n i_var(dtype || :float32, 0, nil, get_variable_scope, common_options)\n end\n op.set_input(0, tensor.op)\n Graph.get_default_graph.add_node(op)\n tensor\n end' 2026-05-05 19:25:12 INFO [eval_router] Step 4 | correct=14173/14261 | acc=0.9938 2026-05-05 19:25:12 INFO [accelerate.utils.modeling] We will use 90% of the memory on device 0 for storing the model, and 10% for the buffer to avoid OOM. You can set `max_memory` in to a higher value to use more memory (at your own risk). 2026-05-05 19:25:23 INFO [eval_router] ------------------------------------------------------------ 2026-05-05 19:25:23 INFO [eval_router] Step 5 | Tasks: ['CONCODE', 'CodeTrans', 'CodeSearchNet', 'BFP', 'KodCode', 'RunBugRun'] 2026-05-05 19:25:23 INFO [eval_router] ------------------------------------------------------------ 2026-05-05 19:25:26 INFO [eval_router] [WRONG] sample=431 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Give me a high-level overview of what this code does:\ndef annotate_pdf(pdf, options={})\n with_options options do\n\n xpos, ypos = x, y\n orig_xpos = xpos\n\n if barcode.two_dimensional?\n boolean_groups.reverse_each do |groups|\n groups.each do |bar,amount|\n if bar\n pdf.move_to(xpos, ypos).\n line_to(xpos, ypos+xdim).\n line_to(xpos+(xdim*amount), ypos+xdim).\n line_to(xpos+(xdim*amount), ypos).\n line_to(xpos, ypos).\n fill\n end\n xpos += (xdim*amount)\n end\n xpos = orig_xpos\n ypos += xdim\n end\n else\n boolean_groups.each do |bar,amount|\n if bar\n pdf.move_to(xpos, ypos).\n line_to(xpos, ypos+height).\n line_to(xpos+(xdim*amount), ypos+height).\n line_to(xpos+(xdim*amount), ypos).\n line_to(xpos, ypos).\n fill\n end\n xpos += (xdim*amount)\n end\n end\n\n end\n\n pdf\n end' 2026-05-05 19:25:26 INFO [eval_router] [WRONG] sample=536 pred=5 (RunBugRun) gt=2 (CodeSearchNet) input='Write a summary for the Ruby code below:\ndef pid_exists(pid)\n return false if pid < 0\n # According to "man 2 kill" PID 0 has a special meaning:\n # it refers to <> so we don\'t want to go any further.\n # If we get here it means this UNIX platform *does* have\n # a process with id 0.\n return true if pid == 0\n\n ::Process.kill(0, pid)\n return true\n rescue Errno::ESRCH # No such process\n return false\n rescue Errno::EPERM\n # EPERM clearly means there\'s a process to deny access to\n return true\n rescue RangeError # the given pid is invalid.\n return false\nend' 2026-05-05 19:25:27 INFO [eval_router] [WRONG] sample=669 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input='Give me a short description of what this Ruby code does:\ndef recolor(bg: \'#000\', fg: \'#fff\', bg_opacity: "1.0", fg_opacity: "1.0")\r\n OptionalDeps.require_nokogiri\r\n bg.prepend(\'#\') unless bg.start_with? \'#\'\r\n fg.prepend(\'#\') unless fg.start_with? \'#\'\r\n doc = Nokogiri::XML(self.string)\r\n doc.css(\'path\')[0][\'fill\'] = bg # dark backdrop\r\n doc.css(\'path\')[1][\'fill\'] = fg # light drawing\r\n doc.css(\'path\')[0][\'fill-opacity\'] = bg_opacity.to_s # dark backdrop\r\n doc.css(\'path\')[1][\'fill-opacity\'] = fg_opacity.to_s # light drawing\r\n @svgstr = doc.to_xml\r\n self\r\n end' 2026-05-05 19:25:28 INFO [eval_router] [WRONG] sample=805 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input='Write a summary for the Ruby code below:\ndef update_values # rubocop:disable Metrics/AbcSize\n # set the parameters of carrierwave_image at the end for validates.\n permitting = []\n dynamic_scaffold.form.items.reject {|i| i.type?(:carrierwave_image) }.each do |item|\n item.extract_parameters(permitting)\n end\n permitting.concat(dynamic_scaffold.form.permit_params)\n dynamic_scaffold.form.items.select {|i| i.type?(:carrierwave_image) }.each do |item|\n item.extract_parameters(permitting)\n end\n\n values = params\n .require(dynamic_scaffold.model.name.underscore)\n .permit(*permitting)\n\n if dynamic_scaffold.scope && !valid_for_scope?(values)\n raise DynamicScaffold::Error::InvalidOperation, "You can update only to #{scope_params} on this scope"\n end\n\n values\n end' 2026-05-05 19:25:29 INFO [eval_router] [WRONG] sample=974 pred=4 (KodCode) gt=2 (CodeSearchNet) input="Summarize the following Ruby code:\ndef pmmap_grouped(data)\n pmmap_grouped = ['rss', 'size', 'pss', 'shared_clean', \n 'shared_dirty', 'private_clean', 'private_dirty', \n 'referenced', 'anonymous', 'swap']\n os_list = []\n data.each do |k, v|\n os = OpenStruct.new\n os.path = k\n pmmap_grouped.each_index {|i| os[pmmap_grouped[i]] = v[i]}\n os_list.push(os)\n end\n os_list\n end" 2026-05-05 19:25:32 INFO [eval_router] [WRONG] sample=1419 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Write a summary for the Ruby code below:\ndef characters\n chars = data.split(//n)\n\n if type == \'C\'\n result = []\n count = 0\n while count < chars.size\n if chars[count] =~ /^\\d$/\n #If encountering a digit, next char/byte *must* be second digit in pair. I.e. if chars[count] is 5,\n #chars[count+1] must be /[0-9]/, otherwise it\'s not valid\n result << "#{chars[count]}#{chars[count+1]}"\n count += 2\n else\n result << chars[count]\n count += 1\n end\n end\n result\n else\n chars\n end\n end' 2026-05-05 19:25:33 INFO [eval_router] [WRONG] sample=1562 pred=5 (RunBugRun) gt=2 (CodeSearchNet) input='What does the following code do?\ndef recover_x(y, sign)\n return nil if y >= @@p\n # x2 means x^2\n x2 = (y*y-1) * modp_inv(@@d*y*y+1)\n # when x2==0 and sign!=0, these combination of arguments is illegal\n if x2.equal? 0 then\n unless sign.equal? 0 then\n return nil\n else\n return 0\n end\n end\n # Compute square root of x2\n x = pow_mod(x2 , ((@@p+3) / 8) , @@p)\n x = x * @@modp_sqrt_m1 % @@p unless ((x*x - x2) % @@p).equal? 0\n return nil unless ((x*x - x2) % @@p).equal? 0\n x = @@p - x unless (x & 1).equal? sign\n return x\n end' 2026-05-05 19:25:34 INFO [eval_router] [WRONG] sample=1729 pred=2 (CodeSearchNet) gt=4 (KodCode) input='Create a Python function to def find_file_with_most_entries(log_files: list[list[str]], start_time: str, end_time: str) -> int:\n """\n Finds the index of the log file with the most entries within the specified time window.\n \n Args:\n log_files: list of log files, each represented as a list of timestamped entries.\n start_time: start time in "YYYY-MM-DD HH:MM:SS" format.\n end_time: end time in "YYYY-MM-DD HH:MM:SS" format.\n \n Returns:\n int: index of the log file with the most entries within the given timeframe,\n or -1 if no entries fall within the timeframe.\n """\n from datetime import datetime\n \n start_dt = datetime.strptime(start_time, "%Y-%m-%d %H:%M:%S")\n end_dt = datetime.strptime(end_time, "%Y-%m-%d %H:%M:%S")\n \n max_entries = 0\n result_index = -1\n \n for i, log_file in enumerate(log_files):\n count = 0\n for timestamp in log_file:\n entry_dt = datetime.strptime(timestamp, "%Y-%m-%d %H:%M:%S")\n if start_dt <= entry_dt <= end_dt:\n count += 1\n \n if count > max_entries:\n max_entries = count\n result_index = i\n \n return result_index' 2026-05-05 19:25:40 INFO [eval_router] [WRONG] sample=2730 pred=4 (KodCode) gt=5 (RunBugRun) input='This Ruby code is buggy, correct it:\n=begin\n Problem https://atcoder.jp/contests/abc086/tasks/abc086_a\n Reference https://qiita.com/Hayate_0807/items/2e9705091b181a104621\n https://docs.ruby-lang.org/ja/search/version:2.3.0/query:even/#entry-1\n\n=end\na,b = gets.chomp().split(" ").map(&:to_i)\n=begin\np a\np b\n=end\nc = ( a * b ).even?\nif c\n p "Even"\nelse\n p "Odd"\nend' 2026-05-05 19:25:41 INFO [eval_router] [WRONG] sample=2863 pred=5 (RunBugRun) gt=2 (CodeSearchNet) input='Summarize this code:\ndef to_filter_proc(filter)\n case ff = filter\n when NilClass then ->(f){ true }\n when Proc then ff\n when Regexp then ->(f){ ff =~ f.to_s }\n else\n ->(f){ ff === f }\n end\n end' 2026-05-05 19:25:42 INFO [eval_router] [WRONG] sample=3071 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Explain this code to me:\ndef csv_write(path, rows, cols: nil)\n atomic_write(path) do |tmp|\n CSV.open(tmp.path, "wb") { |f| csv_write0(f, rows, cols: cols) }\n end\n end' 2026-05-05 19:25:42 INFO [eval_router] [WRONG] sample=3085 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Summarize the following Ruby code:\ndef pow(input_a, input_b, name: nil)\n input_a, input_b = apply_data_type_coercion(input_a, input_b)\n _op(:pow, input_a, input_b, name: name)\n end' 2026-05-05 19:25:43 INFO [eval_router] [WRONG] sample=3307 pred=4 (KodCode) gt=2 (CodeSearchNet) input='This is a Ruby function, summarize what it does for documentation:\ndef random_uniform(shape, name: nil, dtype: :float32, minval: 0, maxval: 1, seed: nil)\n _op(:random_uniform, shape, name: name, dtype: dtype, minval: minval, maxval: maxval, seed: seed)\n end' 2026-05-05 19:25:44 INFO [eval_router] [WRONG] sample=3396 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Describe this code:\ndef calculate_sortable_values\n response_fieldable.input_fields.each do |response_field|\n if (x = response_value(response_field)).present?\n get_responses["#{response_field.id}_sortable_value"] = response_field.sortable_value(x)\n end\n end\n\n mark_responses_as_changed!\n end' 2026-05-05 19:25:45 INFO [eval_router] [WRONG] sample=3531 pred=0 (CONCODE) gt=4 (KodCode) input="Write Python code that A company organizes an annual programming competition that consists of several coding challenges. Each challenge has a different difficulty rating and different competitors. Competitors earn points from each challenge based on their performance.\n\nThe competition results are recorded in a list of dictionaries, where each dictionary contains the name of the competitor, a list of challenges they participated in, and the points they scored in each challenge. The performance of a competitor is defined as the total points they scored across all challenges.\n\nWrite a program to output the competition leaderboard, which is a sorted list of competitors by their performance in descending order. If two competitors have the same total points, they should be listed in alphabetical order of their names.\n\n---\n### EXAMPLES\n\n```python\ncompetition_results([\n {'competitor': 'Alice', 'challenges': ['C1', 'C2'], 'points': [50, 75]},\n {'competitor': 'Bob', 'challenges': ['C2', 'C3'], 'points': [75, 60]},\n {'competitor': 'Charlie', 'challenges': ['C1', 'C2', 'C3'], 'points': [20, 35, 45]}\n]) == [{'competitor': 'Bob', 'points': 135},\n {'competitor': 'Alice', 'points': 125},\n {'competitor': 'Charlie', 'points': 100}]\n\ncompetition_results([\n {'competitor': 'Dave', 'challenges': ['C1'], 'points': [80]},\n {'competitor': 'Eve', 'challenges': ['C1', 'C2'], 'points': [50, 75]},\n {'competitor': 'Frank', 'challenges': ['C2'], 'points': [75]}\n]) == [{'competitor': 'Eve', 'points': 125},\n {'competitor': 'Dave', 'points': 80},\n {'competitor': 'Frank', 'points': 75}]\n\ncompetition_results([\n {'competitor': 'George', 'challenges': ['C1', 'C2'], 'points': [70, 30]},\n {'competitor': 'Hannah', 'challenges': ['C3'], 'points': [90]},\n {'competitor': 'Ian', 'challenges': ['C1', 'C3'], 'points': [60, 30]}\n]) == [{'competitor': 'George', 'points': 100},\n {'competitor': 'Hannah', 'points': 90},\n {'competitor': 'Ian', 'points': 90}]\n```" 2026-05-05 19:25:45 INFO [eval_router] [WRONG] sample=3597 pred=2 (CodeSearchNet) gt=4 (KodCode) input='Write me a Python program that import random\n\ndef roll_dice():\n return random.randint(1,6)\n\ndef roll_dice_six_times():\n return [roll_dice() for _ in range(6)]\n\n# print(roll_dice())\n# print(roll_dice_six_times())\n\ndef calculate_score(rolls):\n three_of_a_kind = False\n pairs = 0\n score = 0\n roll_counts = {}\n for roll in rolls:\n roll_counts[roll] = roll_counts.get(roll, 0) + 1\n\n for dice in roll_counts:\n if roll_counts[dice] == 3:\n three_of_a_kind = True\n elif roll_counts[dice] >= 2:\n pairs += 1\n\n if three_of_a_kind:\n score += 15\n elif pairs >= 2:\n score += 5\n\n return score\n\n# print(calculate_score(roll_dice_six_times()))\n\ndef get_player_name():\n return input("Enter your name: ")\n\ndef get_computer_name():\n return "Computer"\n\ndef get_best_score(player_name, computer_name):\n return random.choice([player_name, computer_name])\n\ndef game():\n player_name = get_player_name()\n computer_name = get_computer_name()\n player_score = calculate_score(roll_dice_six_times())\n computer_score = calculate_score(roll_dice_six_times())\n best_score = get_best_score(player_name, computer_name)\n print(f"{player_name} rolled: {roll_dice_six_times()}")\n print(f"{computer_name} rolled: {roll_dice_six_times()}")\n print(f"{player_name} scored: {player_score}")\n print(f"{computer_name} scored: {computer_score}")\n print(f"The winner is {best_score} with the highest score!")\n # return player_score, computer_score\n\ndef main():\n while True:\n game()\n response = input("Would you like to play again?' 2026-05-05 19:25:47 INFO [eval_router] [WRONG] sample=3933 pred=4 (KodCode) gt=2 (CodeSearchNet) input='This is a Ruby function, summarize what it does for documentation:\ndef embedding_lookup(params, ids, partition_strategy: "mod", name: nil, validate_indices: true, max_norm: nil)\n _embedding_lookup_and_transform(params, ids, partition_strategy: partition_strategy, name: name, max_norm: max_norm, transform_fn: nil)\n end' 2026-05-05 19:25:49 INFO [eval_router] [WRONG] sample=4301 pred=4 (KodCode) gt=2 (CodeSearchNet) input='I have this Ruby code, what does it do?\ndef cover?(point)\n\t\t\tp = [point.lat - @nw.lat, point.lng - @se.lng]\n\n\t\t\tp21x = p[0] * @p21\n\t\t\tp41x = p[1] * @p41\n\n\t\t\t0 < p21x and p21x < @p21ms and 0 <= p41x and p41x <= @p41ms\n\t\tend' 2026-05-05 19:25:50 INFO [eval_router] [WRONG] sample=4476 pred=2 (CodeSearchNet) gt=5 (RunBugRun) input='I wrote this Ruby code but it has issues, fix it:\nclass Dice\n\n def initialize(given_ary)\n @ary = given_ary\n end\n\n def topface(val)\n 4.times do\n self.roll ("E")\n if self.top == val\n return\n end\n end\n 3.times do\n self.roll("N")\n if self.top == val\n return\n end\n end\n end\n\n def frontface(val)\n 4.times do\n tmp = @ary[1]\n @ary[1] = @ary[2]\n @ary[2] = @ary[4]\n @ary[4] = @ary[3]\n @ary[3] = tmp\n if @ary[1] == val\n return\n end\n end\n end\n\ndef checkall(givendice)\n 4.times do\n self.roll("E")\n 4.times do\n tmp = @ary[1]\n @ary[1] = @ary[2]\n @ary[2] = @ary[4]\n @ary[4] = @ary[3]\n @ary[3] = tmp\n if identical(givendice)\n return true\n end\n end\n end\n 3.times do\n self.roll("N")\n 4.times do\n tmp = @ary[1]\n @ary[1] = @ary[2]\n @ary[2] = @ary[4]\n @ary[4] = @ary[3]\n @ary[3] = tmp\n if identical(givendice)\n return true\n end\n end\n end\n return false\nend\n\ndef roll(direction)\n case direction.downcase\n when "e"\n tmp = @ary[0]\n @ary[0] = @ary[3]\n @ary[3] = @ary[5]\n @ary[5] = @ary[2]\n @ary[2] = tmp\n when "w"\n tmp = @ary[0]\n @ary[0] = @ary[2]\n @ary[2] = @ary[5]\n @ary[5] = @ary[3]\n @ary[3] = tmp\n when "s"\n tmp = @ary[0]\n @ary[0] = @ary[4]\n @ary[4] = @ary[5]\n @ary[5] = @ary[1]\n @ary[1] = tmp\n when "n"\n tmp = @ary[0]\n @ary[0] = @ary[1]\n @ary[1] = @ary[5]\n @ary[5] = @ary[4]\n @ary[4] = tmp\n end\nend\n\n def top\n @ary[0]\n end\n\n def front\n @ary[5]\n end\n\n def right\n @ary[2]\n end\n\n def vals\n @ary\n end\n\n def compare(givendice)\n 4.times do\n self.roll("E")\n if identical(givendice)\n return true\n end\n end\n 3.times do\n self.roll("N")\n if identical(givendice)\n return true\n end\n 4.times do\n self.roll("E")\n if identical(givendice)\n return true\n end\n end\n\n end\n false\nend\n\n def identical(givendice)\n @ary.zip(givendice.vals).map{ |x,y| (x-y).abs}.inject{:+} == 0\n end\n\nend\n\ndice1 = Dice.new(gets.split.map.(&:to_i))\ndice2 = Dice.new(gets.split.map.(&:to_i))\nputs (dice1.checkall(dice2))? "Yes" : "No"' 2026-05-05 19:25:52 INFO [eval_router] [WRONG] sample=4689 pred=4 (KodCode) gt=0 (CONCODE) input='Create a Java function to create a program that satisfies an op_checkmultisig program , using pre-encoded signatures . optionally , appends the script program bytes if spending a p2sh output . concode_field_sep List chunks concode_field_sep ScriptBuilder op concode_elem_sep ScriptBuilder op concode_elem_sep Script updateScriptWithSignature concode_elem_sep Script createOpReturnScript concode_elem_sep ScriptBuilder data concode_elem_sep ScriptBuilder data concode_elem_sep ScriptBuilder smallNum concode_elem_sep ScriptBuilder smallNum concode_elem_sep Script createRedeemScript concode_elem_sep ScriptBuilder addChunk concode_elem_sep ScriptBuilder addChunk concode_elem_sep Script createInputScript concode_elem_sep Script createInputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigOutputScript concode_elem_sep Script build concode_elem_sep Script createP2SHMultiSigInputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript' 2026-05-05 19:25:53 INFO [eval_router] [WRONG] sample=4955 pred=4 (KodCode) gt=5 (RunBugRun) input="Refactor this Ruby code to improve readability and performance:\nclass Dice\n\tattr_reader :surface\n\tdef initialize arr\n\t\t@surface = arr\n\tend\n\tdef rotate d\n\t\ttmp = @surface.clone\n\t\tcase d\n\t\twhen 'N'\n\t\t\ttmp[0]=@surface[1];tmp[1]=@surface[5];tmp[5]=@surface[4];tmp[4]=@surface[0]\n\t\twhen 'S'\n\t\t\ttmp[0]=@surface[4];tmp[1]=@surface[0];tmp[5]=@surface[1];tmp[4]=@surface[5]\n\t\twhen 'W'\n\t\t\ttmp[3]=@surface[0];tmp[0]=@surface[4];tmp[4]=@surface[5];tmp[5]=@surface[3]\n\t\twhen 'E'\n\t\t\ttmp[3]=@surface[5];tmp[0]=@surface[3];tmp[4]=@surface[0];tmp[5]=@surface[4]\n\t\tend\n\t\t@surface = tmp\n\tend\nend\nr = Dice.new gets.split\ngets.each_char { |ch| r.rotate ch }\nputs r.surface[0]" 2026-05-05 19:25:54 INFO [eval_router] [WRONG] sample=4973 pred=0 (CONCODE) gt=4 (KodCode) input='Implement the following in Python: Given an array of integers, each integer appears either twice or three times except for one integer which appears exactly once. Write a function to find _the single integer that appears only once_. Your solution should have a linear runtime complexity `O(n)` and use only constant extra space `O(1)`.' 2026-05-05 19:25:55 INFO [eval_router] [WRONG] sample=5133 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input="Review this Ruby code and give a summary of its functionality:\ndef read_response(session_id, request_message_id)\n validate_presence_of session_id, 'Session Id'\n validate_presence_of request_message_id, 'Request Message Id'\n\n message = { 'SessionID' => session_id, 'RequestMessageID' => request_message_id }\n response = @client.call(:read_response, message: message)\n\n extract_message(response)\n end" 2026-05-05 19:25:55 INFO [eval_router] [WRONG] sample=5188 pred=0 (CONCODE) gt=2 (CodeSearchNet) input="What does this Ruby code do?\ndef add_field(value)\n return if value.nil?\n return if value.strip.empty?\n\n # Increment the variable field count\n self.variable_fields_count += 1\n\n # Add the field\n label_data.push('^FN' + variable_fields_count.to_s +\n '^FD' + value + '^FS')\n end" 2026-05-05 19:25:55 INFO [eval_router] [WRONG] sample=5288 pred=4 (KodCode) gt=2 (CodeSearchNet) input='This is a Ruby function, summarize what it does for documentation:\ndef floor(input_a, name: nil)\n check_allowed_types(input_a, TensorStream::Ops::FLOATING_POINT_TYPES)\n _op(:floor, input_a, name: name)\n end' 2026-05-05 19:25:56 INFO [eval_router] [WRONG] sample=5302 pred=4 (KodCode) gt=0 (CONCODE) input='Write me a Java program that creates a script of the form op_return data . this feature allows you to attach a small piece of data like a hash of something stored elsewhere to a zero valued output which can never be spent and thus does not pollute the ledger . concode_field_sep List chunks concode_field_sep ScriptBuilder op concode_elem_sep ScriptBuilder op concode_elem_sep Script updateScriptWithSignature concode_elem_sep ScriptBuilder data concode_elem_sep ScriptBuilder data concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep ScriptBuilder smallNum concode_elem_sep ScriptBuilder smallNum concode_elem_sep Script createRedeemScript concode_elem_sep ScriptBuilder addChunk concode_elem_sep ScriptBuilder addChunk concode_elem_sep Script createInputScript concode_elem_sep Script createInputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigOutputScript concode_elem_sep Script build concode_elem_sep Script createP2SHMultiSigInputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript' 2026-05-05 19:25:56 INFO [eval_router] [WRONG] sample=5329 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Review this Ruby code and give a summary of its functionality:\ndef pkey_string_to_hash(pkey)\n # https://github.com/gomo/dynamic_scaffold/pull/9/commits/ff5de0e38b3544347e82539c45ffd2efaf3410da\n # Stop support multiple pkey, on this commit.\n # Convert "key:1,code:foo" to {key: "1", code: "foo"}\n pkey.split(\',\').map {|v| v.split(\':\') }.each_with_object({}) {|v, res| res[v.first] = v.last }\n end' 2026-05-05 19:25:56 INFO [eval_router] [WRONG] sample=5440 pred=4 (KodCode) gt=5 (RunBugRun) input='This code doesn\'t work correctly, fix it:\nstr1 = gets.chomp\nstr2 = gets.chomp\nlenStr1 = str1.length\nlenStr2 = str2.length\nmatrix = Array.new()\n(lenStr2+1).times{|i| matrix.push(Array.new(lenStr1,0))}\nfor i in 1..lenStr1 do\n\tmatrix[0][i] = i\nend\nfor i in 1..lenStr2 do\n\tmatrix[i][0] = i\nend\nfor i in 1..lenStr1 do\n\tfor j in 1..lenStr2 do\n\t\tx = (str1[j-1] == str2[i-1]) ? 0 : 1\n\t\ty = matrix[j][i-1] + 1\n\t\tz = matrix[j-1][i] + 1\n\t\tmatrix[j][i] = [matrix[j-1][i-1]+x, y, z].min\n\tend\nend\nprint("#{matrix[lenStr2][lenStr1]}\\n")' 2026-05-05 19:25:57 INFO [eval_router] [WRONG] sample=5560 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input="What does the following code do?\ndef draw_border(x, y, height, width)\n return unless numeric?(height) && numeric?(width)\n x = 0 unless numeric?(x)\n y = 0 unless numeric?(y)\n\n label_data.push('^FO' + Integer(x * printer_dpi).to_s + ',' +\n Integer(y * printer_dpi).to_s + '^GB' +\n Integer(height * printer_dpi).to_s +\n ',' + Integer(width * printer_dpi).to_s + ',1^FS')\n\n # draw_rectangle(x * pdf_dpi, y * pdf_dpi, height * pdf_dpi, width * pdf_dpi)\n end" 2026-05-05 19:25:58 INFO [eval_router] [WRONG] sample=5698 pred=2 (CodeSearchNet) gt=4 (KodCode) input='Write Python code that You are given a string representation of a positive integer. You need to determine the smallest positive integer that consists of the same digits as the given number but arranged in non-decreasing order.\n\nFor example:\n\n * For the input "321", the output should be "123".\n * For the input "465467", the output should be "445667".\n * For the input "1000", the output should be "0001".\n\nThe function should take a single string argument representing the number and return the rearranged number as a string.\n\nInput\n- A single string representing a positive integer (1 ≤ length of string ≤ 1,000,000).\n\nOutput\n- A single string representing the smallest integer that can be formed using the digits of the input number.\n\nExample\n\nInput\n```\n321\n```\nOutput\n```\n123\n```\nInput\n```\n465467\n```\nOutput\n```\n445667\n```\nInput\n```\n1000\n```\nOutput\n```\n0001\n```\n\n### Format: Generate an executable Python function to solve the given problem. The function should read input from `stdin` and write the output to `stdout`. Do not directly test on the sample inputs. Ensure that when the Python program runs, it reads the inputs, executes the algorithm, and writes the output to `stdout`.' 2026-05-05 19:25:58 INFO [eval_router] [WRONG] sample=5704 pred=4 (KodCode) gt=2 (CodeSearchNet) input='This is a Ruby function, summarize what it does for documentation:\ndef send_func(tx:, private_key:, method:, params: []) # rubocop:disable Naming/UncommunicativeMethodParamName\n data, _output_types = function_data_with_ot(method, *params)\n transaction = if tx.is_a?(Hash)\n Transaction.from_hash(tx)\n else\n tx\n end\n transaction.data = data\n resp = @rpc.send_transaction(transaction, private_key)\n\n resp&.dig("result")\n end' 2026-05-05 19:25:59 INFO [eval_router] [WRONG] sample=5794 pred=0 (CONCODE) gt=4 (KodCode) input='Write a solution in Python for the following:\nYou are given a list of `exercises` each associated with a difficulty level represented as an integer. Your task is to balance the list between two trainers. Each trainer should get a list of exercises such that the difference between the maximum difficulty assigned to either of the trainers is minimized. Return _the minimum possible difference in the maximum difficulty level_ between the two trainers after distribution. An exercise cannot be divided and must be fully assigned to one of the two trainers.\n\nGiven an array `exercises` of integers, return _the minimum difference between the sums of difficulties for the two lists of exercises_.\n\n### Format: Generate an executable Python function to solve the given problem. The function should read input from `stdin` and write the output to `stdout`. Do not directly test on the sample inputs. Ensure that when the Python program runs, it reads the inputs, executes the algorithm, and writes the output to `stdout`.' 2026-05-05 19:25:59 INFO [eval_router] [WRONG] sample=5869 pred=4 (KodCode) gt=2 (CodeSearchNet) input="This is a Ruby function, summarize what it does for documentation:\ndef elements_to_check\n if _expected_items\n SitePrism.logger.debug('Expected Items has been set.')\n _mapped_items.select { |item_name| _expected_items.include?(item_name) }\n else\n _mapped_items\n end\n end" 2026-05-05 19:25:59 INFO [eval_router] [WRONG] sample=5911 pred=1 (CodeTrans) gt=4 (KodCode) input='Write a solution in Python for the following:\ndef first_non_repeating_char(input_str: str) -> str:\n """ \n Returns the first non-repeating character in the input string.\n If there is no non-repeating character, returns an empty string.\n \n >>> first_non_repeating_char("swiss") == "w"\n >>> first_non_repeating_char("teeter") == "r"\n >>> first_non_repeating_char("aabb") == ""\n >>> first_non_repeating_char("あいうえおあい") == "う"\n >>> first_non_repeating_char("😊😂😊") == "😂"\n >>> first_non_repeating_char("") == ""\n >>> first_non_repeating_char("a") == "a"\n >>> first_non_repeating_char("😊") == "😊"\n >>> first_non_repeating_char("aabbcc") == ""\n >>> first_non_repeating_char("😊😊😂😂") == ""\n >>> first_non_repeating_char("abacabad") == "c"\n >>> first_non_repeating_char("abcdefggfedcba") == ""\n """' 2026-05-05 19:26:01 INFO [eval_router] [WRONG] sample=6121 pred=4 (KodCode) gt=0 (CONCODE) input='Here is a programming problem, solve it in Java:\ncreates a scriptpubkey that sends to the given script hash . read bip 16 to learn more about this kind of script . concode_field_sep List chunks concode_field_sep ScriptBuilder op concode_elem_sep ScriptBuilder op concode_elem_sep Script updateScriptWithSignature concode_elem_sep Script createOpReturnScript concode_elem_sep ScriptBuilder data concode_elem_sep ScriptBuilder data concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep ScriptBuilder smallNum concode_elem_sep ScriptBuilder smallNum concode_elem_sep Script createRedeemScript concode_elem_sep ScriptBuilder addChunk concode_elem_sep ScriptBuilder addChunk concode_elem_sep Script createInputScript concode_elem_sep Script createInputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigOutputScript concode_elem_sep Script build concode_elem_sep Script createP2SHMultiSigInputScript' 2026-05-05 19:26:06 INFO [eval_router] [WRONG] sample=6949 pred=4 (KodCode) gt=2 (CodeSearchNet) input='This is a Ruby function, summarize what it does for documentation:\ndef update_backend\n if Idioma.configuration.redis_backend\n if i18n_value.present?\n Idioma::RedisBackend.update_phrase(self)\n else\n Idioma::RedisBackend.delete_phrase(self)\n end\n end\n end' 2026-05-05 19:26:06 INFO [eval_router] [WRONG] sample=7001 pred=5 (RunBugRun) gt=2 (CodeSearchNet) input='Describe this code:\ndef current_branch\r\n out = execute "git branch"\r\n out.split("\\n").each do |l| \r\n if !l.include?(\'(\') && (l =~ /^\\*\\s+(\\S+)/)\r\n return $1\r\n end\r\n end\r\n nil\r\n end' 2026-05-05 19:26:07 INFO [eval_router] [WRONG] sample=7249 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Explain this code to me:\ndef set_magic_content_type(override=false)\n if override || file.content_type.blank? || generic_content_type?(file.content_type)\n new_content_type = ::FileMagic.new(::FileMagic::MAGIC_MIME).file( file.path ).split(\';\').first\n\n if file.respond_to?(:content_type=)\n file.content_type = new_content_type\n else\n file.instance_variable_set(:@content_type, new_content_type)\n end\n end\n rescue ::Exception => e\n raise CarrierWave::ProcessingError, I18n.translate(:"errors.messages.magic_mime_types_processing_error", e: e, default: \'Failed to process file with FileMagic, Original Error: %{e}\')\n end' 2026-05-05 19:26:08 INFO [eval_router] [WRONG] sample=7298 pred=2 (CodeSearchNet) gt=4 (KodCode) input="Create a Python function to Given a N*M matrix, return an array of its spiral order traversal. Review the example for more details.\n\nExample 1:\nInput:\nN = 3, M = 3\nmatrix[][] = {{1, 2, 3},\n {4, 5, 6},\n {7, 8, 9}}\nOutput:\n1 2 3 6 9 8 7 4 5\nExplanation:\nMatrix is as below:\n1 2 3\n4 5 6\n7 8 9\nPrinting it in spiral order will lead to the output as 1 2 3 6 9 8 7 4 5\n\nExample 2:\nInput:\nN = 3, M = 4\nmatrix[][] = {{1, 2, 3, 4},\n {5, 6, 7, 8},\n {9, 10, 11, 12}}\nOutput:\n1 2 3 4 8 12 11 10 9 5 6 7\nExplanation:\nMatrix is as below:\n1 2 3 4\n5 6 7 8\n9 10 11 12\nPrinting it in spiral order will lead to the output as 1 2 3 4 8 12 11 10 9 5 6 7\n\nYour Task:\nYou don't need to read input or print anything. Complete the function spiralOrder() that takes matrix, N, and M as input parameters and returns a list of integers in order of the values visited in the spiral traversal.\n\nExpected Time Complexity: O(N * M)\nExpected Auxiliary Space: O(N * M) for the resultant list only.\n\nConstraints:\n1 <= N, M <= 100\n0 <= mat[i][j] <= 1000" 2026-05-05 19:26:10 INFO [eval_router] [WRONG] sample=7615 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Summarize this code:\ndef redis_alias name, main_fields, name_of_field_for_order = nil, name_of_field_for_args = nil\n #set fields if they are not allready set!\n if name_of_field_for_order && name_of_field_for_args\n redis_field name_of_field_for_order, :array, [] unless redis_fields_config.has_key?(name_of_field_for_order)\n redis_field name_of_field_for_args, :hash, {} unless redis_fields_config.has_key?(name_of_field_for_args)\n end\n\n @redis_alias_config ||= {}\n #add specification of dynamic alias\n @redis_alias_config[name] = { \n main_fields: main_fields,\n order_field: name_of_field_for_order,\n args_field: name_of_field_for_args,\n }\n\n #create alias methods for find and get (find_by_name, get_by_name)\n create_class_alias_method(name)\n end' 2026-05-05 19:26:12 INFO [eval_router] [WRONG] sample=8040 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Describe this code:\ndef on_create\n @model_class.after_create { |r|\n r.paper_trail.record_create if r.paper_trail.save_version?\n }\n return if @model_class.paper_trail_options[:on].include?(:create)\n @model_class.paper_trail_options[:on] << :create\n end' 2026-05-05 19:26:13 INFO [eval_router] [WRONG] sample=8217 pred=2 (CodeSearchNet) gt=4 (KodCode) input='I need a Python function that ### Mailcap File Handler Implementation\n\nMailcap files are essential for configuring how MIME-aware applications handle files with different MIME types. Python\'s `mailcap` module provides tools to interact with these files. In this task, you are required to work with a subset of this module\'s functionalities to demonstrate your understanding of handling MIME types.\n\n#### Function 1: `get_caps_from_string`\n\nYou will first implement a function that simulates reading mailcap entries from a string (as opposed to actual files on disk). \n\n```python\ndef get_caps_from_string(mailcap_string):\n """\n Parses a string containing mailcap entries and returns a dictionary mapping\n MIME types to lists of action dictionaries.\n \n Args:\n - mailcap_string (str): A string where each line is a mailcap entry, in the format\n \'MIMEtype; action\'\n \n Returns:\n - dict: A dictionary where each key is a MIME type and the value is a list of \n dictionaries representing actions.\n """\n pass\n```\n\n- `mailcap_string` is a multiline string where each line corresponds to a mailcap entry in the format `MIMEtype; action`.\n- The function will return a dictionary mapping MIME types to a list of dictionaries representing the actions.\n\n#### Function 2: `find_match`\n\nUsing the output of the `get_caps_from_string` function, implement the `find_match` function which mimics `mailcap.findmatch`.\n\n```python\ndef find_match(caps, MIMEtype, key=\'view\', filename=\'/dev/null\', plist=[]):\n """\n Finds a suitable command line to execute for a given MIME type based on the provided caps.\n \n Args:\n - caps (dict): Dictionary returned by get_caps_from_string.\n - MIMEtype (str): The MIME type to find a command for.\n - key (str): The type of activity to perform (default is \'view\').\n - filename (str): Filename to replace %s in the command (default is \'/dev/null\').\n - plist (list): List of string parameters in the form \'name=value\'.\n \n Returns:\n - tuple: A 2-tuple where the first element is the command line string to be executed,\n and the second element is the mailcap entry for the given MIME type. \n Returns (None, None) if no match is found.\n """\n pass\n```\n\n### Requirements:\n- Your code should parse the given mailcap string correctly.\n- You should handle edge cases where the mailcap string is empty or malformed.\n- Parameters in `plist` should correctly replace placeholders like `%{name}` in the command.\n- Invalid characters in `filename` or `plist` should cause the function to safely handle these cases without causing security issues.\n\n### Example Usage\n\n```python\nmailcap_string = """\nvideo/mpeg; xmpeg %s\ntext/html; browser %s\ntext/plain; cat %s\napplication/pdf; pdfreader %s\n"""\n\ncaps = get_caps_from_string(mailcap_string)\n\ncommand, entry = find_match(caps, \'video/mpeg\', filename=\'example.mpg\')\nprint(command, entry) # Output: \'xmpeg example.mpg\', {\'view\': \'xmpeg %s\'}\n```\n\n### Constraints:\n1. The filename should not contain characters other than alphanumerics and "@+=:,./-_".\n2. If such characters are in the filename or plist, `find_match` should return `(None, None)`.\n\n### Notes:\n- You should not use any external libraries other than those in the standard library.\n- Remember to handle different cases to ensure robustness and security of the implementation.' 2026-05-05 19:26:15 INFO [eval_router] [WRONG] sample=8534 pred=2 (CodeSearchNet) gt=5 (RunBugRun) input='Make this Ruby code better:\ndef get_circle_equation(x, y)\n [x, y, 1, x**2 + y**2]\nend\n\ndef get_invers_matrix(m)\n det = m[0][0] * m[1][1] * m[2][2] + m[0][1] * m[1][2] * m[2][0] + m[1][0] * m[2][1] * m[0][2]\n det -= m[0][2] * m[1][1] * m[2][0] + m[0][1] * m[1][0] * m[2][2] + m[1][2] * m[2][1] * m[0][0]\n\n v1 = [m[1][1] * m[2][2] - m[1][2] * m[2][1], m[0][2] * m[2][1] - m[0][1] * m[2][2],\n m[0][1] * m[1][2] - m[0][2] * m[1][1]]\n v2 = [m[1][2] * m[1][0] - m[1][0] * m[2][2], m[0][0] * m[2][2] - m[0][2] * m[2][0],\n m[0][2] * m[1][0] - m[0][0] * m[1][2]]\n v3 = [m[1][0] * m[2][1] - m[1][1] * m[2][0], m[0][1] * m[2][0] - m[0][0] * m[2][1],\n m[0][0] * m[1][1] - m[0][1] * m[1][0]]\n\n v1 = v1.map { |i| i / det }\n v2 = v2.map { |i| i / det }\n v3 = v3.map { |i| i / det }\n [v1, v2, v3]\nend\n\ndef mluti(m1, m2)\n v1 = m1[0][0] * m2[0] + m1[0][1] * m2[1] + m1[0][2] * m2[2]\n v2 = m1[1][0] * m2[0] + m1[1][1] * m2[1] + m1[1][2] * m2[2]\n v3 = m1[2][0] * m2[0] + m1[2][1] * m2[1] + m1[2][2] * m2[2]\n [v1, v2, v3]\nend\nn = gets.to_i\n\nn.times do\n x1, y1, x2, y2, x3, y3 = gets.split.map(&:to_f)\n e1 = get_circle_equation(x1, y1)\n e2 = get_circle_equation(x2, y2)\n e3 = get_circle_equation(x3, y3)\n\n matrix = [e1[0..2], e2[0..2], e3[0..2]]\n invers_matrix = get_invers_matrix(matrix)\n vec = mluti(invers_matrix, [e1[3], e2[3], e3[3]])\n center = [vec[0] / 2, vec[1] / 2]\n r = Math.sqrt((x1 - center[0])**2 + (y1 - center[1])**2)\n\n puts format(\'%.3f %.3f %.3f\', center[0].round(3), center[1].round(3), r.round(3))\n # puts "#{center[0].round(3)} #{center[0].round(3)} #{r.round(3)}"\nend\n' 2026-05-05 19:26:16 INFO [eval_router] [WRONG] sample=8645 pred=4 (KodCode) gt=0 (CONCODE) input='Write me a Java program that creates a scriptsig that can redeem a pay-to-address output . if given signature is null , incomplete scriptsig will be created with op_0 instead of signature concode_field_sep List chunks concode_field_sep ScriptBuilder op concode_elem_sep ScriptBuilder op concode_elem_sep Script updateScriptWithSignature concode_elem_sep Script createOpReturnScript concode_elem_sep ScriptBuilder data concode_elem_sep ScriptBuilder data concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep ScriptBuilder smallNum concode_elem_sep ScriptBuilder smallNum concode_elem_sep Script createRedeemScript concode_elem_sep ScriptBuilder addChunk concode_elem_sep ScriptBuilder addChunk concode_elem_sep Script createOutputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigInputScript concode_elem_sep Script createMultiSigOutputScript concode_elem_sep Script build concode_elem_sep Script createP2SHMultiSigInputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript' 2026-05-05 19:26:18 INFO [eval_router] [WRONG] sample=8929 pred=4 (KodCode) gt=2 (CodeSearchNet) input="Explain this code to me:\ndef add(model)\n all_models_for(model).each do |model|\n models_hash[model.to_s] = model.to_s\n name_with_slashes = model.model_name\n models_hash[name_with_slashes] = model.to_s\n name_with_colons = name_with_slashes.gsub('/','::')\n models_hash[name_with_colons] = model.to_s\n end\n end" 2026-05-05 19:26:20 INFO [eval_router] [WRONG] sample=9229 pred=0 (CONCODE) gt=4 (KodCode) input='I need a Python function that You are given an encoded string `s` and a dictionary of words `dict`. The encoded string `s` contains digits and possibly more digits representing delimiters between words. A valid decoding of `s` is such that every word in the decoded string belongs to the dictionary `dict`. The delimiters are given as numbers in a separate array `delimiters`, and they represent the indices in the string `s` where splits can occur.\n\nImplement the `Decoder` class:\n\n- `Decoder(String s, List dict, List delimiters)` Initializes the object with the encoded string `s`, the dictionary of valid words `dict`, and the list of permissible delimiter indices `delimiters`.\n- `boolean isValidEncoding()` Returns `true` if the string `s` can be fully decoded into words from `dict` using the delimiters, otherwise returns `false`.\n\nExample:\n- `s = "123456"`\n- `dict = ["12", "34", "56", "1234", "56"]`\n- `delimiters = [2, 4]`\n \nIn this example, a valid decoding would be ["12", "34", "56"], so the function should return `true`.' 2026-05-05 19:26:21 INFO [eval_router] [WRONG] sample=9511 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Give me a high-level overview of what this code does:\ndef animate_once(indices, interval)\n if @animate_once_control == 2\n return if indices == @animate_once_indices && interval == @animate_once_interval\n @animate_once_control = 0\n end\n\n unless @animate_once_control == 1\n @anim_counter = 0\n @img_index = indices[0]\n @index_index = 0\n @animate_once_indices = indices\n @animate_once_interval = interval\n @animate_once_control = 1\n return\n end\n\n @anim_counter += 1\n return unless @anim_counter >= interval\n\n @index_index += 1\n @img_index = indices[@index_index]\n @anim_counter = 0\n @animate_once_control = 2 if @index_index == indices.length - 1\n end' 2026-05-05 19:26:24 INFO [eval_router] [WRONG] sample=9999 pred=5 (RunBugRun) gt=4 (KodCode) input='import numpy as np\n\ndef initialize_nd_array(shape, low=0.0, high=1.0):\n """\n Initializes an N-dimensional array with random numbers within the specified range.\n \n Parameters:\n shape (tuple): Shape of the desired N-dimensional array.\n low (float): Lower bound of random numbers (inclusive). Default is 0.0.\n high (float): Upper bound of random numbers (exclusive). Default is 1.0.\n \n Returns:\n np.ndarray: N-dimensional array with random numbers.\n \n >>> arr = initialize_nd_array((2, 2, 2))\n >>> arr.shape\n (2, 2, 2)\n >>> (arr >= 0.0).all() and (arr < 1.0).all()\n True\n\n >>> arr = initialize_nd_array((3, 3), low=10.0, high=20.0)\n >>> arr.shape\n (3, 3)\n >>> (arr >= 10.0).all() and (arr < 20.0).all()\n True\n\n >>> arr = initialize_nd_array((5,), low=-5.0, high=5.0)\n >>> arr.shape\n (5,)\n >>> (arr >= -5.0).all() and (arr < 5.0).all()\n True\n\n >>> arr = initialize_nd_array((2, 3, 4, 5))\n >>> arr.shape\n (2, 3, 4, 5)\n >>> (arr >= 0.0).all() and (arr < 1.0).all()\n True\n\n >>> arr = initialize_nd_array((2, 3, 3, 2, 2), low=50, high=100)\n >>> arr.shape\n (2, 3, 3, 2, 2)\n >>> (arr >= 50.0).all() and (arr < 100.0).all()\n True\n """\nSolve this in Python.' 2026-05-05 19:26:25 INFO [eval_router] [WRONG] sample=10042 pred=2 (CodeSearchNet) gt=0 (CONCODE) input='Build a Java function that test method for net.sf.marineapi.nmea.util.date #setyear int . concode_field_sep Date instance concode_elem_sep GregorianCalendar cal concode_field_sep void testConstructorWithString concode_elem_sep void testSetMonth concode_elem_sep void testSetYearThreeDigits concode_elem_sep void testConstructor concode_elem_sep void testToStringFourDigitYear concode_elem_sep void testEqualsAfterInit concode_elem_sep void testEqualsWrongType concode_elem_sep void testSetYearTwoDigit concode_elem_sep void testEqualsWhenChanged concode_elem_sep void testToISO8601WithTime concode_elem_sep void setUp concode_elem_sep void testGetMonth concode_elem_sep void testEqualsItself concode_elem_sep void testSetYearNegative concode_elem_sep void testConstructorWithValues concode_elem_sep void testSetDayOutOfBounds concode_elem_sep void testGetYear concode_elem_sep void testToISO8601WithTimeAndZeroZone concode_elem_sep void testToISO8601FourDigitYear concode_elem_sep void testSetDay concode_elem_sep void testSetYearFourDigit concode_elem_sep void testToStringTwoDigitYear concode_elem_sep void testToISO8601WithTimeAndPositiveOffset concode_elem_sep void testToISO8601TwoDigitYear concode_elem_sep void testToISO8601WithTimeAndNegativeOffset concode_elem_sep void testGetDay concode_elem_sep void testSetMonthOutOfBounds' 2026-05-05 19:26:25 INFO [eval_router] [WRONG] sample=10089 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Summarize this code:\ndef dir(path)\n owconnect do |socket|\n owwrite(socket,:path => path, :function => DIR)\n \n fields = []\n while true\n response = owread(socket)\n if response.data\n fields << response.data\n else\n break\n end\n end\n return fields\n end\n end' 2026-05-05 19:26:27 INFO [eval_router] [WRONG] sample=10406 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Look at this code and tell me what it\'s doing:\ndef files_to_check\n files = config["check"].reduce([]) { |a, e| a + Dir[e] }\n config["ignore"].reduce(files) { |a, e| a - Dir[e] }\n end' 2026-05-05 19:26:27 INFO [eval_router] [WRONG] sample=10499 pred=2 (CodeSearchNet) gt=5 (RunBugRun) input='Rewrite this Ruby code to be cleaner and more efficient:\nclass Dice\n\tTOP=0\n\tFRONT=1\n\tRIGHT=2\n\tLEFT=3\n\tBACK=4\n\tBOTTOM=5\n\t\n\tdef initialize( nums )\n\t\t@face = nums\n\tend\n\t\n\tdef rolltoTopIndex( faceindex )\n\t\tcase faceindex\n\t\twhen FRONT\n\t\t\troll( "N" )\n\t\twhen RIGHT\n\t\t\troll( "W" )\n\t\twhen LEFT\n\t\t\troll( "E" )\n\t\twhen BACK\n\t\t\troll( "S" )\n\t\twhen BOTTOM\n\t\t\troll( "NN" )\n\t\twhen TOP\n\t\tend\n\tend\n\t\n\tdef roll( actions )\n\t\tfor i in ( 0 ... actions.length )\n\t\t\tt = 0\n\t\t\tcase actions[i]\n\t\t\twhen "E"\n\t\t\t\tt = @face[ TOP ]\n\t\t\t\t@face[ TOP ] = @face[ LEFT ]\n\t\t\t\t@face[ LEFT ] = @face[ BOTTOM ]\n\t\t\t\t@face[ BOTTOM ] = @face[ RIGHT ]\n\t\t\t\t@face[ RIGHT ] = t\n\t\t\twhen "N"\n\t\t\t\tt = @face[ TOP ]\n\t\t\t\t@face[ TOP ] = @face[ FRONT ]\n\t\t\t\t@face[ FRONT ] = @face[ BOTTOM ]\n\t\t\t\t@face[ BOTTOM ] = @face[ BACK ]\n\t\t\t\t@face[ BACK ] = t\n\t\t\twhen "S"\n\t\t\t\tt = @face[ TOP ]\n\t\t\t\t@face[ TOP ] = @face[ BACK ]\n\t\t\t\t@face[ BACK ] = @face[ BOTTOM ]\n\t\t\t\t@face[ BOTTOM ] = @face[ FRONT ]\n\t\t\t\t@face[ FRONT ] = t\t\n\t\t\twhen "W"\n\t\t\t\tt = @face[ TOP ]\n\t\t\t\t@face[ TOP ] = @face[ RIGHT ]\n\t\t\t\t@face[ RIGHT ] = @face[ BOTTOM ]\n\t\t\t\t@face[ BOTTOM ] = @face[ LEFT ]\n\t\t\t\t@face[ LEFT ] = t\t\n\t\t\twhen "M"\n\t\t\t\tt = @face[ FRONT ]\n\t\t\t\t@face[ FRONT ] = @face[ RIGHT ]\n\t\t\t\t@face[ RIGHT ] = @face[ BACK ]\n\t\t\t\t@face[ BACK ] = @face[ LEFT ]\n\t\t\t\t@face[ LEFT ] = t\t\t\t\t\n\t\t\tend\n\t\tend\n\tend\n\tattr_accessor :face\nend\n\ndiceface = gets.split( " " ).map { |val| val.to_i }\ndice1 = Dice.new( diceface )\ndiceface = gets.split( " " ).map { |val| val.to_i }\ndice2 = Dice.new( diceface )\n\ncnt = 0\ncatch ( :samedice ) do\n\tfor i in ( Dice::TOP ... Dice::BOTTOM )\n\t\tif dice1.face[Dice::TOP] == dice2.face[i]\n\t\t\tdice2.rolltoTopIndex( i )\n\t\t\tfor j in ( Dice::FRONT .. Dice::BACK )\n\t\t\t\tif dice1.face[Dice::FRONT] == dice2.face[Dice::FRONT]\n\t\t\t\t\tcnt = 0\n\t\t\t\t\tfor k in ( Dice::TOP ... Dice::BOTTOM )\n\t\t\t\t\t\tif dice1.face[k] == dice2.face[k]\n\t\t\t\t\t\t\tcnt += 1\n\t\t\t\t\t\tend\n\t\t\t\t\tend\n\t\t\t\t\tthrow :samedice if cnt == 6\n\t\t\t\tend\n\t\t\t\tdice2.roll( "M" )\n\t\t\tend\n\t\tend\n\t\tdice2.face = diceface\n\tend\nend\n\nif cnt == 6\n\tputs( "Yes" )\nelse\n\tputs( "No" )\nend' 2026-05-05 19:26:29 INFO [eval_router] [WRONG] sample=10801 pred=4 (KodCode) gt=1 (CodeTrans) input='Give me the C# translation of the following Java code:\npublic static byte[] grow(byte[] array, int minSize) {assert minSize >= 0: "size must be positive (got " + minSize + "): likely integer overflow?";if (array.length < minSize) {return growExact(array, oversize(minSize, Byte.BYTES));} elsereturn array;}\n' 2026-05-05 19:26:31 INFO [eval_router] [WRONG] sample=11078 pred=4 (KodCode) gt=2 (CodeSearchNet) input='I have this Ruby code, what does it do?\ndef rev_status(git_session, rev)\r\n mod_dirs = module_dirs(git_session, rev)\r\n mod_stats = []\r\n # export all relevant modules at once\r\n # this makes status calculation significantly faster compared\r\n # to exporting each module separately \r\n # (e.g. 1.0s instead of 1.5s on linux for a commit with 20 modules)\r\n git_session.within_exported_rev(rev, mod_dirs) do |d|\r\n mod_dirs.each do |rel_path|\r\n mod_stats << build_module_status(d, d+"/"+rel_path)\r\n end\r\n end\r\n stat = RevStatus.new(mod_stats)\r\n stat.git_rev = git_session.rev_sha1(rev)\r\n stat\r\n end' 2026-05-05 19:26:31 INFO [eval_router] [WRONG] sample=11143 pred=4 (KodCode) gt=2 (CodeSearchNet) input='This is a Ruby function, summarize what it does for documentation:\ndef days_to_week_start(start_day = Date.beginning_of_week)\n start_day_number = DAYS_INTO_WEEK[start_day]\n current_day_number = wday != 0 ? wday - 1 : 6\n (current_day_number - start_day_number) % 7\n end' 2026-05-05 19:26:33 INFO [eval_router] [WRONG] sample=11370 pred=4 (KodCode) gt=2 (CodeSearchNet) input="Explain this code to me:\ndef check\n last_timestamp = ts_16_offset = nil\n last_ts_16 = nil\n\n # The timestamp_16 is a 2 byte time stamp value that is used instead of\n # the 4 byte timestamp field for monitoring records that have\n # current_activity_type_intensity values with an activity type of 6. The\n # value seems to be in seconds, but the 0 value reference does not seem\n # to be included in the file. However, it can be approximated using the\n # surrounding timestamp values.\n @monitorings.each do |record|\n if last_ts_16 && ts_16_offset && record.timestamp_16 &&\n record.timestamp_16 < last_ts_16\n # Detect timestamp_16 wrap-arounds. timestamp_16 is a 16 bit value.\n # In case of a wrap-around we adjust the ts_16_offset accordingly.\n ts_16_offset += 2 ** 16\n end\n if ts_16_offset\n # We have already found the offset. Adjust all timestamps according\n # to 'offset + timestamp_16'\n if record.timestamp_16\n record.timestamp = ts_16_offset + record.timestamp_16\n last_ts_16 = record.timestamp_16\n end\n else\n # We are still looking for the offset.\n if record.timestamp_16 && last_timestamp\n # We have a previous timestamp and found the first record with a\n # timestamp_16 value set. We assume that the timestamp of this\n # record is one minute after the previously found timestamp.\n # That's just a guess. Who knows what the Garmin engineers were\n # thinking here?\n ts_16_offset = last_timestamp + 60 - record.timestamp_16\n record.timestamp = ts_16_offset + record.timestamp_16\n last_ts_16 = record.timestamp_16\n else\n # Just save the timestamp of the current record.\n last_timestamp = record.timestamp\n end\n end\n end\n end" 2026-05-05 19:26:38 INFO [eval_router] [WRONG] sample=12256 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input="Summarize the following Ruby code:\ndef remove_response(session_id, request_message_id)\n validate_presence_of session_id, 'Session Id'\n validate_presence_of request_message_id, 'Request Message Id'\n\n message = { 'SessionID' => session_id, 'RequestMessageID' => request_message_id }\n @client.call(:remove_response, message: message)\n\n return true\n end" 2026-05-05 19:26:39 INFO [eval_router] [WRONG] sample=12402 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Explain this code to me:\ndef atan(input, name: nil)\n check_allowed_types(input, FLOATING_POINT_TYPES)\n _op(:atan, input, name: name)\n end' 2026-05-05 19:26:40 INFO [eval_router] [WRONG] sample=12514 pred=2 (CodeSearchNet) gt=4 (KodCode) input='Code a Python function that def minStepsToPalindrome(s: str) -> int:\n """ Returns the minimum number of steps required to make the given string a palindrome.\n \n >>> minStepsToPalindrome("abccba")\n 0\n >>> minStepsToPalindrome("abbac")\n 1\n >>> minStepsToPalindrome("a")\n 0\n >>> minStepsToPalindrome("abcd")\n 3\n >>> minStepsToPalindrome("abcbad")\n 1\n >>> minStepsToPalindrome("racecar")\n 0\n >>> minStepsToPalindrome("abcbe")\n 2\n >>> minStepsToPalindrome("abcadba")\n 2\n >>> minStepsToPalindrome("aaaaa")\n 0\n >>> minStepsToPalindrome("ab")\n 1\n """' 2026-05-05 19:26:41 INFO [eval_router] [WRONG] sample=12725 pred=0 (CONCODE) gt=4 (KodCode) input='Implement the following in Python: def longest_palindromic_substring_length(n: int, s: str) -> int:\n """Returns the length of the longest palindromic substring in the given string s.\n Args:\n n : int : The length of the string s.\n s : str : The string in which we need to find the longest palindromic substring.\n \n Returns:\n int : The length of the longest palindromic substring.\n\n >>> longest_palindromic_substring_length(7, "racecar")\n 7\n >>> longest_palindromic_substring_length(12, "abacdfgdcaba")\n 3\n >>> longest_palindromic_substring_length(5, "abcde")\n 1\n >>> longest_palindromic_substring_length(1, "a")\n 1\n >>> longest_palindromic_substring_length(2, "aa")\n 2\n >>> longest_palindromic_substring_length(2, "ab")\n 1\n >>> longest_palindromic_substring_length(4, "aaaa")\n 4\n >>> longest_palindromic_substring_length(14, "foobarcivicbaz")\n 5\n """' 2026-05-05 19:26:43 INFO [eval_router] [WRONG] sample=13042 pred=2 (CodeSearchNet) gt=4 (KodCode) input='Write Python code that Write a function, `find_missing_number`, that takes in a list of unique integers sorted in ascending order which represents a range of consecutive numbers, and returns the single missing integer in the range. The list is guaranteed to have exactly one missing number.\n\nFor example:\n\n```python\n find_missing_number([1, 2, 3, 4, 6]) => 5 # Because the sequence should be 1, 2, 3, 4, 5, 6,\n # with 5 missing.\n\n find_missing_number([10, 11, 12, 13, 15]) => 14 # Because the sequence should be 10, 11, 12, 13, 14, 15,\n # with 14 missing.\n\n find_missing_number([100, 101, 103, 104]) => 102 # Because the sequence should be 100, 101, 102, 103, 104,\n # with 102 missing.\n```\n```python\n find_missing_number([1, 2, 3, 4, 6]) # returns 5, because the sequence should be 1, 2, 3, 4, 5, 6,\n # with 5 missing.\n\n find_missing_number([10, 11, 12, 13, 15]) # returns 14, because the sequence should be 10, 11, 12, 13, 14, 15,\n # with 14 missing.\n\n find_missing_number([100, 101, 103, 104]) # returns 102, because the sequence should be 100, 101, 102, 103, 104,\n # with 102 missing.\n```\n\n### Format: Generate an executable Python function to solve the given problem. The function should read input from `stdin` and write the output to `stdout`. Do not directly test on the sample inputs. Ensure that when the Python program runs, it reads the inputs, executes the algorithm, and writes the output to `stdout`.' 2026-05-05 19:26:43 INFO [eval_router] [WRONG] sample=13057 pred=2 (CodeSearchNet) gt=1 (CodeTrans) input='I have this Java code, convert it to C#:\npublic WindowCacheConfig fromConfig(Config rc) {setPackedGitUseStrongRefs(rc.getBoolean(CONFIG_CORE_SECTION,CONFIG_KEY_PACKED_GIT_USE_STRONGREFS,isPackedGitUseStrongRefs()));setPackedGitOpenFiles(rc.getInt(CONFIG_CORE_SECTION, null,CONFIG_KEY_PACKED_GIT_OPENFILES, getPackedGitOpenFiles()));setPackedGitLimit(rc.getLong(CONFIG_CORE_SECTION, null,CONFIG_KEY_PACKED_GIT_LIMIT, getPackedGitLimit()));setPackedGitWindowSize(rc.getInt(CONFIG_CORE_SECTION, null,CONFIG_KEY_PACKED_GIT_WINDOWSIZE, getPackedGitWindowSize()));setPackedGitMMAP(rc.getBoolean(CONFIG_CORE_SECTION, null,CONFIG_KEY_PACKED_GIT_MMAP, isPackedGitMMAP()));setDeltaBaseCacheLimit(rc.getInt(CONFIG_CORE_SECTION, null,CONFIG_KEY_DELTA_BASE_CACHE_LIMIT, getDeltaBaseCacheLimit()));long maxMem = Runtime.getRuntime().maxMemory();long sft = rc.getLong(CONFIG_CORE_SECTION, null,CONFIG_KEY_STREAM_FILE_TRESHOLD, getStreamFileThreshold());sft = Math.min(sft, maxMem / 4); sft = Math.min(sft, Integer.MAX_VALUE); setStreamFileThreshold((int) sft);return this;}\n' 2026-05-05 19:26:43 INFO [eval_router] [WRONG] sample=13064 pred=0 (CONCODE) gt=4 (KodCode) input='How do I from typing import List\n\ndef top_k_frequent_ips(n: int, ip_list: List[str], k: int) -> List[str]:\n """\n Identify the top k IP addresses that appear most frequently in the log entries.\n \n Parameters:\n n (int): Number of log entries\n ip_list (list): List of IP addresses\n k (int): Number of top frequent IP addresses to output\n \n Returns:\n list: Top k frequent IP addresses sorted by their frequency and then lexicographically\n\n >>> top_k_frequent_ips(7, ["192.168.0.1", "192.168.0.2", "192.168.0.1", "192.168.0.3", "192.168.0.2", "192.168.0.3", "192.168.0.3"], 2)\n ["192.168.0.3", "192.168.0.1"]\n >>> top_k_frequent_ips(5, ["10.0.0.1", "10.0.0.2", "10.0.0.1", "10.0.0.3", "10.0.0.2"], 1)\n ["10.0.0.1"]\n >>> top_k_frequent_ips(3, ["192.168.1.1", "192.168.1.2", "192.168.1.1"], 1)\n ["192.168.1.1"]\n >>> top_k_frequent_ips(6, ["192.168.1.1", "192.168.1.2", "192.168.1.2", "192.168.1.1", "192.168.1.3", "192.168.1.3"], 2)\n ["192.168.1.1", "192.168.1.2"]\n >>> top_k_frequent_ips(1, ["127.0.0.1"], 1)\n ["127.0.0.1"]\n >>> top_k_frequent_ips(4, ["10.0.0.1", "10.0.0.2", "10.0.0.3", "10.0.0.4"], 3)\n ["10.0.0.1", "10.0.0.2", "10.0.0.3"]\n """ in Python? Write the code.' 2026-05-05 19:26:46 INFO [eval_router] [WRONG] sample=13469 pred=0 (CONCODE) gt=4 (KodCode) input='Give me Python code that **Objective: Understanding and Creating Residual Plots in Seaborn**\n\n### Question:\n\nYou are given a dataset `mpg` from the seaborn library, which contains information about various car models. The dataset includes the following columns:\n- `mpg`: miles per gallon\n- `cylinders`: number of cylinders\n- `displacement`: engine displacement\n- `horsepower`: engine horsepower\n- `weight`: weight of the car\n- `acceleration`: time taken to accelerate from 0 to 60 mph\n- `model_year`: model year of the car\n- `origin`: origin of the car\n- `name`: name of the car\n\n### Tasks:\n\n1. Load the dataset `mpg` using Seaborn\'s `load_dataset` function.\n2. Create a scatter plot of the residuals after fitting a simple regression model using `sns.residplot`:\n - Use `weight` as the predictor variable (`x`) and `displacement` as the dependent variable (`y`).\n - Interpret whether there is any structure in the residual plot indicating a potential violation of the linear regression assumption.\n3. Create another residual plot to check if removing higher-order trends stabilizes the residuals:\n - Use `horsepower` as the predictor variable (`x`) and `mpg` as the dependent variable (`y`).\n - Use `order=2` to fit a polynomial regression model.\n - Interpret the structure of the residual plot.\n4. Enhance the residual plot from Task 3 by adding a LOWESS curve:\n - Use the option `lowess=True` and set the line color to red.\n - Interpret how the LOWESS curve helps in understanding the structure of residuals.\n\n### Constraints:\n- Use only seaborn and matplotlib libraries for plotting.\n- Ensure the plots are self-contained with appropriate axis labels and titles.\n- Provide the interpretations as comments in your code.\n\n### Expected Input and Output Formats:\n\n- **Input:** Code to generate the plots based on the `mpg` dataset.\n- **Output:** Residual plots as specified and corresponding interpretations as code comments.\n\n### Performance Requirements:\n- Efficiently generate plots with correct aesthetics using seaborn functions.\n- Appropriately interpret the plots based on the residual structures.\n\n### Example Code Template:\n\n```python\nimport seaborn as sns\nimport matplotlib.pyplot as plt\n\n# Task 1: Load the dataset\nmpg = sns.load_dataset("mpg")\n\n# Task 2: Create a scatter plot of residuals for \'weight\' vs \'displacement\'\nplt.figure(figsize=(10, 6))\nsns.residplot(data=mpg, x="weight", y="displacement")\nplt.title(\'Residual Plot: Weight vs Displacement\')\nplt.xlabel(\'Weight\')\nplt.ylabel(\'Residuals of Displacement\')\n# Interpretation: [Your comment here]\n\n# Task 3: Create a residual plot with polynomial regression (order=2) for \'horsepower\' vs \'mpg\'\nplt.figure(figsize=(10, 6))\nsns.residplot(data=mpg, x="horsepower", y="mpg", order=2)\nplt.title(\'Residual Plot (Polynomial Regression): Horsepower vs MPG\')\nplt.xlabel(\'Horsepower\')\nplt.ylabel(\'Residuals of MPG\')\n# Interpretation: [Your comment here]\n\n# Task 4: Add a LOWESS curve to the residual plot from Task 3 and interpret\nplt.figure(figsize=(10, 6))\nsns.residplot(data=mpg, x="horsepower", y="mpg", order=2, lowess=True, line_kws=dict(color="r"))\nplt.title(\'Residual Plot with LOWESS Curve: Horsepower vs MPG\')\nplt.xlabel(\'Horsepower\')\nplt.ylabel(\'Residuals of MPG\')\n# Interpretation: [Your comment here]\n\nplt.show()\n```' 2026-05-05 19:26:46 INFO [eval_router] [WRONG] sample=13547 pred=1 (CodeTrans) gt=2 (CodeSearchNet) input='Describe this code:\ndef instances_metadata()\n instance_wildcard = File.join(@vagrant_vm_dir, "*", ::Vagrantomatic::Instance::VAGRANTFILE)\n instances = {}\n Dir.glob(instance_wildcard).each { |f|\n elements = f.split(File::SEPARATOR)\n # /var/lib/vagrantomatic/mycoolvm/Vagrantfile\n # -----------------------^^^^^^^^------------\n name = elements[elements.size - 2]\n\n instances[name] = instance_metadata(name)\n }\n\n instances\n end' 2026-05-05 19:26:48 INFO [eval_router] [WRONG] sample=13788 pred=5 (RunBugRun) gt=2 (CodeSearchNet) input='What does this Ruby code do?\ndef validate_instance_node(instance_node, answer_node = nil)\n\t\t\tis_valid = (self.value.to_i >= instance_node.value.to_s.length.to_i)\n\n\t\t\tinstance_node.errors[:base] << { :nodes => { answer_node.id => ["MAXIMUM_LENGTH"] } } if !is_valid\n\n\t\t\tis_valid\n\t\tend' 2026-05-05 19:26:49 INFO [eval_router] [WRONG] sample=14068 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Describe this code:\ndef shape(input, name: nil, out_type: :int32)\n return constant(shape_eval(input, out_type), dtype: out_type, name: "Shape/#{name}") if input.is_a?(Array) && !input[0].is_a?(Tensor)\n return constant(input.shape.shape, dtype: out_type, name: "Shape/#{input.name}_c") if shape_full_specified(input)\n _op(:shape, input, name: name, out_type: out_type)\n end' 2026-05-05 19:26:50 INFO [eval_router] [WRONG] sample=14167 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Explain this code to me:\ndef asin(input, name: nil)\n check_allowed_types(input, FLOATING_POINT_TYPES)\n _op(:asin, input, name: name)\n end' 2026-05-05 19:26:50 INFO [eval_router] [WRONG] sample=14245 pred=4 (KodCode) gt=2 (CodeSearchNet) input="Look at this code and tell me what it's doing:\ndef point_equal(pa, pb)\n # x1 / z1 == x2 / z2 <==> x1 * z2 == x2 * z1\n return false if (pa[0] * pb[2] - pb[0] * pa[2]) % @@p != 0\n return false if (pa[1] * pb[2] - pb[1] * pa[2]) % @@p != 0\n return true\n end" 2026-05-05 19:26:53 INFO [eval_router] [WRONG] sample=14632 pred=4 (KodCode) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic GetRepoWebhookLogListRequest() {super("cr", "2016-06-07", "GetRepoWebhookLogList", "cr");setUriPattern("/repos/[RepoNamespace]/[RepoName]/webhooks/[WebhookId]/logs");setMethod(MethodType.GET);}\n' 2026-05-05 19:26:53 INFO [eval_router] [WRONG] sample=14646 pred=0 (CONCODE) gt=2 (CodeSearchNet) input='Write a summary for the Ruby code below:\ndef method_missing(name, *args, &block)\n obj = __getobj__\n __substitute_self__(obj.__send__(name, *args, &block), obj)\n end' 2026-05-05 19:26:54 INFO [eval_router] [WRONG] sample=14793 pred=2 (CodeSearchNet) gt=1 (CodeTrans) input='What is the C# equivalent of this Java code?\npublic static BATBlock createEmptyBATBlock(final POIFSBigBlockSize bigBlockSize, boolean isXBAT) {BATBlock block = new BATBlock(bigBlockSize);if(isXBAT) {final int _entries_per_xbat_block = bigBlockSize.getXBATEntriesPerBlock();block._values[ _entries_per_xbat_block ] = POIFSConstants.END_OF_CHAIN;}return block;}\n' 2026-05-05 19:26:54 INFO [eval_router] [WRONG] sample=14839 pred=4 (KodCode) gt=0 (CONCODE) input='Implement the following in Java: create a program that satisfies an op_checkmultisig program . concode_field_sep List chunks concode_field_sep ScriptBuilder op concode_elem_sep ScriptBuilder op concode_elem_sep Script updateScriptWithSignature concode_elem_sep Script createOpReturnScript concode_elem_sep ScriptBuilder data concode_elem_sep ScriptBuilder data concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep Script createMultiSigInputScriptBytes concode_elem_sep ScriptBuilder smallNum concode_elem_sep ScriptBuilder smallNum concode_elem_sep Script createRedeemScript concode_elem_sep ScriptBuilder addChunk concode_elem_sep ScriptBuilder addChunk concode_elem_sep Script createInputScript concode_elem_sep Script createInputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createOutputScript concode_elem_sep Script createMultiSigOutputScript concode_elem_sep Script build concode_elem_sep Script createP2SHMultiSigInputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript concode_elem_sep Script createP2SHOutputScript' 2026-05-05 19:26:54 INFO [eval_router] [WRONG] sample=14859 pred=2 (CodeSearchNet) gt=4 (KodCode) input='Code a Python function that Explain the bubble sort algorithm and provide a step-by-step explanation of how it works. Additionally, write a function in your preferred programming language that implements the bubble sort algorithm and analyze its time complexity. Discuss the advantages and disadvantages of using bubble sort compared to other sorting algorithms, such as quicksort or mergesort, and explain in which scenarios bubble sort might still be a reasonable algorithm to use.' 2026-05-05 19:26:54 INFO [eval_router] [WRONG] sample=14891 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Give a brief explanation of the following code:\ndef reset!\n self.client_id = DEFAULT_CLIENT_ID\n self.client_secret = DEFAULT_CLIENT_SECRET\n self.oauth_token = DEFAULT_OAUTH_TOKEN\n self.endpoint = DEFAULT_ENDPOINT\n self.site = DEFAULT_SITE\n self.ssl = DEFAULT_SSL\n self.user_agent = DEFAULT_USER_AGENT\n self.connection_options = DEFAULT_CONNECTION_OPTIONS\n self.mime_type = DEFAULT_MIME_TYPE\n self.login = DEFAULT_LOGIN\n self.password = DEFAULT_PASSWORD\n self.basic_auth = DEFAULT_BASIC_AUTH\n self.auto_pagination = DEFAULT_AUTO_PAGINATION\n self.content_locale = DEFAULT_CONTENT_LOCALE\n self.adapter = DEFAULT_ADAPTER\n self.subdomain = DEFAULT_SUBDOMAIN\n self\n end' 2026-05-05 19:26:55 INFO [eval_router] [WRONG] sample=15034 pred=2 (CodeSearchNet) gt=4 (KodCode) input='Implement a Python function that def min_additions_to_palindrome(s: str) -> int:\n """\n Returns the minimum number of additions required to make the string s a palindrome.\n\n >>> min_additions_to_palindrome("ab")\n 1\n >>> min_additions_to_palindrome("race")\n 3\n >>> min_additions_to_palindrome("a")\n 0\n >>> min_additions_to_palindrome("aaaa")\n 0\n >>> min_additions_to_palindrome("madam")\n 0\n >>> min_additions_to_palindrome("a" * 500 + "b" * 500)\n 500\n >>> min_additions_to_palindrome("abcdef")\n 5\n >>> min_additions_to_palindrome("abcdedcba")\n 0\n >>> min_additions_to_palindrome("z")\n 0\n """' 2026-05-05 19:26:55 INFO [eval_router] [WRONG] sample=15042 pred=4 (KodCode) gt=1 (CodeTrans) input='I want to switch from Java to C# for this function:\npublic Builder(boolean ignoreCase) {this.ignoreCase = ignoreCase;}\n' 2026-05-05 19:26:57 INFO [eval_router] Step 5 | correct=15184/15261 | acc=0.9950 2026-05-05 19:26:57 INFO [accelerate.utils.modeling] We will use 90% of the memory on device 0 for storing the model, and 10% for the buffer to avoid OOM. You can set `max_memory` in to a higher value to use more memory (at your own risk). 2026-05-05 19:27:11 INFO [eval_router] ------------------------------------------------------------ 2026-05-05 19:27:11 INFO [eval_router] Step 6 | Tasks: ['CONCODE', 'CodeTrans', 'CodeSearchNet', 'BFP', 'KodCode', 'RunBugRun', 'TheVault_Csharp'] 2026-05-05 19:27:11 INFO [eval_router] ------------------------------------------------------------ 2026-05-05 19:27:11 INFO [eval_router] [WRONG] sample=23 pred=4 (KodCode) gt=6 (TheVault_Csharp) input='Explain this code to me:\npublic void Add(string fromAddress, string toAddress, CryptoItem item, int amount)\n {\n if (amount <= 0)\n return;\n if (item.nonFungible)\n {\n string tItem = @"from:""{0}"",to:""{1}"",token_id:""{2}"",token_index:""{3}"",value:""1""";\n tItem = string.Format(tItem, fromAddress, toAddress, item.id, item.index);\n Items.Add(tItem);\n }\n else\n {\n string tItem = @"from:""{0}"",to:""{1}"",token_id:""{2}"",value:""{3}""";\n tItem = string.Format(tItem, fromAddress, toAddress, item.id, amount.ToString());\n Items.Add(tItem);\n }\n }' 2026-05-05 19:27:12 INFO [eval_router] [WRONG] sample=100 pred=1 (CodeTrans) gt=5 (RunBugRun) input='I wrote this Ruby code but it has issues, fix it:\ngets;gets;x=!p;x.map{|a|x.map{|b|c,d,*k=a,b;$_.chop.chars{|i|d^=c^=i.<();\n newNanoFrameworkDevice.Device.DeviceInformation = new SerialDeviceInformation(deviceInformation, deviceSelector);\n newNanoFrameworkDevice.Parent = this;\n newNanoFrameworkDevice.Transport = TransportType.Serial;\n ... add it to the collection of tentative devices\n _tentativeNanoFrameworkDevices.Add(newNanoFrameworkDevice as NanoDeviceBase);\n perform check for valid nanoFramework device is this is not the initial enumeration\n if (IsDevicesEnumerationComplete)\n {\n if (await CheckValidNanoFrameworkSerialDeviceAsync(newNanoFrameworkDevice.Device.DeviceInformation))\n {\n the device info was updated above, need to get it from the tentative devices collection\n NanoFrameworkDevices.Add(FindNanoFrameworkDevice(newNanoFrameworkDevice.Device.DeviceInformation.DeviceInformation.Id));\n OnLogMessageAvailable(NanoDevicesEventSource.Log.ValidDevice($"{newNanoFrameworkDevice.Description} {newNanoFrameworkDevice.Device.DeviceInformation.DeviceInformation.Id}"));\n done here, clear tentative list\n _tentativeNanoFrameworkDevices.Clear();\n done here\n return;\n }\n clear tentative list\n _tentativeNanoFrameworkDevices.Clear();\n OnLogMessageAvailable(NanoDevicesEventSource.Log.QuitDevice(deviceInformation.Id));\n _serialDevices.Remove(serialDevice);\n }\n }\n }\n }' 2026-05-05 19:27:28 INFO [eval_router] [WRONG] sample=2753 pred=2 (CodeSearchNet) gt=6 (TheVault_Csharp) input='What does this code snippet do?\n[Test]\n public void SecurityTest()\n {\n }' 2026-05-05 19:27:30 INFO [eval_router] [WRONG] sample=3067 pred=4 (KodCode) gt=6 (TheVault_Csharp) input='What is the purpose of the following C# function?\npublic ConversationStrategySetting AddConversationStrategySettings()\n {\n ConversationStrategySetting convsetting = this.mManageStrategyModel.AddConversationStrategySettings(this.CurrentNegotiationSetting.NegotiationStrategySettingsID, true);\n #region → Adjust Conv. to Defualt Negotiation .\n if (CurrentNegotiationSetting != null )\n {\n convsetting.StartDate = CurrentNegotiationSetting.DefaultStartDate;\n convsetting.EndDate = CurrentNegotiationSetting.DefaultEndDate;\n convsetting.StrategyType = CurrentNegotiationSetting.StrategyType;\n convsetting.StrategyTypeID = CurrentNegotiationSetting.StrategyTypeID;\n convsetting.BetaValue = CurrentNegotiationSetting.BetaValue;\n }\n #endregion\n AdjustConversationToWholePeriod(convsetting);\n return convsetting;\n }' 2026-05-05 19:27:31 INFO [eval_router] [WRONG] sample=3292 pred=6 (TheVault_Csharp) gt=4 (KodCode) input='How do I ### Objective\n\nWrite functions to calculate the monthly mortgage payment and the total payment amount for a fixed-rate mortgage. The functions should take into consideration the principal amount, the annual interest rate, and the term of the loan in years.\n\n### Question\n\nYou need to implement two functions: `monthly_mortgage_payment` and `total_payment_amount`. These functions compute the monthly payment and the total payment amount on a fixed-rate mortgage given specific parameters.\n\n#### `monthly_mortgage_payment`\nThis function calculates the monthly mortgage payment using the loan principal, annual interest rate, and the loan term in years.\n\n**Function Signature:**\n```python\ndef monthly_mortgage_payment(principal: float, annual_interest_rate: float, term_years: float) -> float:\n```\n\n**Input:**\n* `principal` (float): The principal loan amount, greater than 0.\n* `annual_interest_rate` (float): The annual interest rate as a percentage, non-negative.\n* `term_years` (float): The term of the loan in years, greater than 0.\n\n**Output:**\n* Returns the calculated monthly mortgage payment as a float.\n* Raises `ValueError` if principal <= 0, annual_interest_rate < 0, or term_years <= 0.\n\n#### `total_payment_amount`\nThis function computes the total amount paid over the lifetime of the loan.\n\n**Function Signature:**\n```python\ndef total_payment_amount(principal: float, annual_interest_rate: float, term_years: float) -> float:\n```\n\n**Input:**\n* `principal` (float): The principal loan amount, greater than 0.\n* `annual_interest_rate` (float): The annual interest rate as a percentage, non-negative.\n* `term_years` (float): The term of the loan in years, greater than 0.\n\n**Output:**\n* Returns the total payment amount as a float.\n* Raises `ValueError` if principal <= 0, annual_interest_rate < 0, or term_years <= 0.\n\n### Example\n```python\n# Example function calls and expected results:\n\nprint(monthly_mortgage_payment(200000.0, 5.0, 30)) # Expected output: 1074.204231415352\n\nprint(total_payment_amount(200000.0, 5.0, 30)) # Expected output: 386313.5233095264\n```\n\n### Constraints\n1. Ensure proper validation of input parameters as described.\n2. Implement accurate floating-point arithmetic for loan calculations.\n3. Your implementations should be efficient with time complexity of O(1).\n4. Use appropriate exception handling for invalid input values.\n\nThe formula for calculating the monthly payment is:\n\n\\[ M = P \\times \\frac{r(1+r)^n}{(1+r)^n - 1} \\]\n\nwhere:\n* \\( M \\) is the monthly payment,\n* \\( P \\) is the principal loan amount,\n* \\( r \\) is the monthly interest rate (annual interest rate divided by 12, then divided by 100),\n* \\( n \\) is the total number of payments (loan term in years multiplied by 12).\n\nAnd the total payment amount is simply the monthly payment multiplied by the number of payments:\n\\[ \\text{Total Payment} = M \\times n \\] in Python? Write the code.' 2026-05-05 19:27:32 INFO [eval_router] [WRONG] sample=3368 pred=2 (CodeSearchNet) gt=6 (TheVault_Csharp) input='What is the purpose of the following C# function?\nprivate void AddDeviceWatcher(DeviceWatcher deviceWatcher, String deviceSelector)\n {\n deviceWatcher.Added += new TypedEventHandler(OnDeviceAdded);\n deviceWatcher.Removed += new TypedEventHandler(OnDeviceRemoved);\n deviceWatcher.EnumerationCompleted += new TypedEventHandler(OnDeviceEnumerationComplete);\n _mapDeviceWatchersToDeviceSelector.Add(deviceWatcher, deviceSelector);\n }' 2026-05-05 19:27:33 INFO [eval_router] [WRONG] sample=3479 pred=6 (TheVault_Csharp) gt=2 (CodeSearchNet) input='Give me a high-level overview of what this code does:\ndef animate_once(indices, interval)\n if @animate_once_control == 2\n return if indices == @animate_once_indices && interval == @animate_once_interval\n @animate_once_control = 0\n end\n\n unless @animate_once_control == 1\n @anim_counter = 0\n @img_index = indices[0]\n @index_index = 0\n @animate_once_indices = indices\n @animate_once_interval = interval\n @animate_once_control = 1\n return\n end\n\n @anim_counter += 1\n return unless @anim_counter >= interval\n\n @index_index += 1\n @img_index = indices[@index_index]\n @anim_counter = 0\n @animate_once_control = 2 if @index_index == indices.length - 1\n end' 2026-05-05 19:27:34 INFO [eval_router] [WRONG] sample=3753 pred=6 (TheVault_Csharp) gt=4 (KodCode) input='Here\'s what I need: def contains_cycle(graph):\n """\n Detects if there is a cycle in the directed graph.\n \n :param graph: A dictionary representing the directed graph.\n :returns: True if there is a cycle, False otherwise.\n \n >>> graph = {\'CS101\': [\'CS102\', \'CS103\'], \'CS102\': [\'CS104\'], \'CS103\': [\'CS105\'], \'CS104\': [\'CS101\'], \'CS105\': []}\n >>> contains_cycle(graph)\n True\n \n >>> graph = {\'A\': [\'B\'], \'B\': [\'C\'], \'C\': []}\n >>> contains_cycle(graph)\n False\n """\nWrite it in Python.' 2026-05-05 19:27:35 INFO [eval_router] [WRONG] sample=3790 pred=2 (CodeSearchNet) gt=6 (TheVault_Csharp) input='Explain this code to me:\npublic async Task fundingStatusAsync(String MerchantID, String Date)\n {\n if (MerchantID.IsEmpty() != Date.IsEmpty()) { throw new ArgumentException("Both MerchantID and Date parameters are required, or neither"); }\n String url = null;\n if ((MerchantID.IsEmpty() == true) || (Date.IsEmpty() == true))\n {\n url = ENDPOINT_FUNDING;\n }\n else\n {\n url = ENDPOINT_FUNDING + "?merchid=" + MerchantID + "&date=" + Date;\n }\n return (JObject)await SendAsync(url, HttpMethod.Get, null);\n }' 2026-05-05 19:27:35 INFO [eval_router] [WRONG] sample=3826 pred=6 (TheVault_Csharp) gt=4 (KodCode) input="### Password Strengthener\n\nGiven the criteria for a strong password, implement the `strong_password` function which determines the minimum number of additional characters required to make a given password strong.\n\n#### Criteria for a Strong Password:\n1. The password must be at least 6 characters long.\n2. It must contain at least one digit.\n3. It must contain at least one lowercase English character.\n4. It must contain at least one uppercase English character.\n5. It must contain at least one special character from the set `!@#$%^&*()-+`.\n\n#### Input Format:\n* The first input line is an integer `n` (1 ≤ n ≤ 100), representing the length of the password `password`.\n* The second input line is a string `password` consisting of `n` characters which can either be lowercase/uppercase English letters, digits, or special characters.\n\n#### Output Format:\n* Return the minimum number of characters to be added to make the password strong.\n\n#### Example:\n\n* Input: \n ```plaintext\n 3\n Ab1\n ```\n* Output:\n ```plaintext\n 3\n ```\n (Explanation: She can make the password strong by adding 3 characters, for example, `$hk`, turning the password into `Ab1$hk`.)\n\n* Input: \n ```plaintext\n 11\n #Algorithms\n ```\n* Output:\n ```plaintext\n 1\n ```\n (Explanation: The password isn't strong, but she can make it strong by adding a single digit.)\n\n#### Constraints:\n* 1 ≤ password.length ≤ 100\n* Password only contains numbers, lowercase, uppercase characters, and special characters from the set `!@#$%^&*()-+`.\n\nYou need to implement the following function:\n```python\ndef strong_password(n, password):\n # Return the minimum number of characters to make the password strong\n```\nSolve this in Python." 2026-05-05 19:27:35 INFO [eval_router] [WRONG] sample=3878 pred=2 (CodeSearchNet) gt=6 (TheVault_Csharp) input='Describe this code:\npublic object GetValue(Obj var){\n\t\t\tobject result;\n\t\t\tif (TryGetValue (var, out result))\n\t\t\t\t\treturn result;\n\t\t\telse\n\t\t\t\tthrow new VariableNotFoundException();\n\t\t}' 2026-05-05 19:27:36 INFO [eval_router] [WRONG] sample=4021 pred=4 (KodCode) gt=6 (TheVault_Csharp) input='I have this C# code, what does it do?\n[Test]\n public void SentForApprovalTest()\n {\n }' 2026-05-05 19:27:36 INFO [eval_router] [WRONG] sample=4041 pred=4 (KodCode) gt=6 (TheVault_Csharp) input='Look at this code and tell me what it\'s doing:\npublic static void ReadIPTCMetadatasUsingStream()\n {\n using (Stream stream = File.Open(Common.MapSourceFilePath(filePath), FileMode.Open, FileAccess.ReadWrite))\n {\n using (PsdFormat format = new PsdFormat(stream))\n {\n if (format.HasIptc)\n {\n IptcCollection iptc = format.GetIptc();\n foreach (IptcProperty iptcProperty in iptc)\n {\n Console.Write("Tag id: {0}, name: {1}", iptcProperty.TagId, iptcProperty.Name);\n }\n }\n }\n }\n }' 2026-05-05 19:27:37 INFO [eval_router] [WRONG] sample=4148 pred=4 (KodCode) gt=6 (TheVault_Csharp) input='Give me a high-level overview of what this code does:\npublic override bool Equals(object obj) {\n if (ReferenceEquals(this, obj)) return true;\n EvaluationResult evaRslt = obj as EvaluationResult;\n if (evaRslt == null) return false;\n if (!Equals(IsError, evaRslt.IsError)) return false;\n if (!Equals(Instruction, evaRslt.Instruction)) return false;\n if (!Equals(TranslationInstruction, evaRslt.TranslationInstruction)) return false;\n if (!Equals(Message, evaRslt.Message)) return false;\n return true;\n }' 2026-05-05 19:27:38 INFO [eval_router] [WRONG] sample=4278 pred=5 (RunBugRun) gt=6 (TheVault_Csharp) input='Explain this code to me:\nprotected virtual IModule CreateModule(ModuleInfo moduleInfo)\n {\n if (moduleInfo == null) throw new ArgumentNullException("moduleInfo");\n return this.CreateModule(moduleInfo.ModuleType);\n }' 2026-05-05 19:27:38 INFO [eval_router] [WRONG] sample=4357 pred=2 (CodeSearchNet) gt=6 (TheVault_Csharp) input='Explain this code to me:\n[Test]\n public void ProductTest()\n {\n OclOrderedSet a = TestUtils.CreateIntOrderedSet(1, 2);\n OclOrderedSet b = TestUtils.CreateIntOrderedSet(1, 3);\n OclTupleType tupleType = OclTupleType.Tuple(OclTupleType.Part("first", OclInteger.Type), OclTupleType.Part("second", OclInteger.Type));\n OclSet pr = new OclSet(tupleType,\n new OclTuple(tupleType, (OclInteger)1, (OclInteger)1),\n new OclTuple(tupleType, (OclInteger)1, (OclInteger)3),\n new OclTuple(tupleType, (OclInteger)2, (OclInteger)1),\n new OclTuple(tupleType, (OclInteger)2, (OclInteger)3)\n );\n TestUtils.AreEqual(pr, a.product(b));\n }' 2026-05-05 19:27:39 INFO [eval_router] [WRONG] sample=4451 pred=4 (KodCode) gt=6 (TheVault_Csharp) input='Write a summary for the C# code below:\npublic DesignComment DesignsIdCommentsFkGet (string id, string fk)\n {\n ApiResponse localVarResponse = DesignsIdCommentsFkGetWithHttpInfo(id, fk);\n return localVarResponse.Data;\n }' 2026-05-05 19:27:39 INFO [eval_router] [WRONG] sample=4575 pred=5 (RunBugRun) gt=6 (TheVault_Csharp) input='What is the purpose of the following C# function?\nprivate List ParseArtists() \n {\n\t\t List artists = new List();\n\t\t string name;\n this.Next();\n while (this.reader.IsStartElement())\n {\n name = this.reader.LocalName;\n\t\t\t if(name.Equals("artist"))\n\t\t\t\t artists.Add(ParseArtist());\n\t\t\t else\n\t\t\t\t throw new XmlParserException("Unexpected element \'<" + name + ">\'");\n this.Next();\n\t\t }\n\t\t return artists;\n\t }' 2026-05-05 19:27:40 INFO [eval_router] [WRONG] sample=4644 pred=4 (KodCode) gt=2 (CodeSearchNet) input='Describe this code:\ndef shape(input, name: nil, out_type: :int32)\n return constant(shape_eval(input, out_type), dtype: out_type, name: "Shape/#{name}") if input.is_a?(Array) && !input[0].is_a?(Tensor)\n return constant(input.shape.shape, dtype: out_type, name: "Shape/#{input.name}_c") if shape_full_specified(input)\n _op(:shape, input, name: name, out_type: out_type)\n end' 2026-05-05 19:27:40 INFO [eval_router] [WRONG] sample=4682 pred=0 (CONCODE) gt=6 (TheVault_Csharp) input='Explain what the following C# code does:\npublic ProductGroup ProductGroupsFindOneGet (string filter = null)\n {\n ApiResponse localVarResponse = ProductGroupsFindOneGetWithHttpInfo(filter);\n return localVarResponse.Data;\n }' 2026-05-05 19:27:40 INFO [eval_router] [WRONG] sample=4716 pred=4 (KodCode) gt=6 (TheVault_Csharp) input='This is a C# function, summarize what it does for documentation:\npublic Template WorkflowsIdTemplatesFkPut (string id, string fk, Template data = null)\n {\n ApiResponse