Results from larger set of repos (21 unique)

semantic_model_1/README.md

@@ -45,7 +45,7 @@ The model was trained with the parameters:
 
 **DataLoader**:
 
-`torch.utils.data.dataloader.DataLoader` of length 104 with parameters:
+`torch.utils.data.dataloader.DataLoader` of length 1875 with parameters:
 ```
 {'batch_size': 32, 'sampler': 'torch.utils.data.sampler.RandomSampler', 'batch_sampler': 'torch.utils.data.sampler.BatchSampler'}
 ```

semantic_model_1/emissions.csv

@@ -4,3 +4,6 @@ timestamp,experiment_id,project_name,duration,emissions,energy_consumed,country_
 2021-10-28T18:06:45,58422a3a-6556-4097-bce9-afa6e9835c3c,codecarbon,231.02277636528015,0.011459983560875213,0.01689992341601937,United States,USA,,N,,
 2021-10-29T15:07:06,66815b9e-abef-4674-85db-ec846faa810d,codecarbon,23.23954153060913,0.0007724635898565288,0.0011391443487587113,United States,USA,,N,,
 2021-10-29T19:00:02,817a03e1-4860-48af-92b5-cbe67bb9d590,codecarbon,26.98472785949707,0.0008453567739731631,0.0012466392000887458,United States,USA,,N,,
+2021-11-01T12:51:08,41106c2c-47fb-457d-8b5f-aab786e23c35,codecarbon,377.08731150627136,0.018545991880297232,0.02734958918450696,United States,USA,,N,,
+2021-11-01T13:21:53,f0702ede-7b7e-4bee-871e-d05f2890d905,codecarbon,375.65038895606995,0.018634241278422198,0.027479729691419503,United States,USA,,N,,
+2021-11-01T13:58:04,c79fcf58-dc4d-492c-ad56-f6fba8aea58f,codecarbon,396.0684072971344,0.019360529564662606,0.02855077978064646,United States,USA,,N,,

semantic_model_1/pytorch_model.bin

@@ -1,3 +1,3 @@
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-oid sha256:4f89c1ff8118b995f3995edf0424e720f95b6238ae58b47eef17c9e5b00a3d43
+oid sha256:1d99f294c5338c62a39589d33861049dd8076a212261ac0547c7e43b1a4200df
 size 328517361

semantic_model_1/results/results_processed_impact_df.csv

@@ -1,12 +1,7 @@
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semantic_model_2/README.md

@@ -45,7 +45,7 @@ The model was trained with the parameters:
 
 **DataLoader**:
 
-`torch.utils.data.dataloader.DataLoader` of length 104 with parameters:
+`torch.utils.data.dataloader.DataLoader` of length 1875 with parameters:
 ```
 {'batch_size': 32, 'sampler': 'torch.utils.data.sampler.RandomSampler', 'batch_sampler': 'torch.utils.data.sampler.BatchSampler'}
 ```

semantic_model_2/emissions.csv

@@ -3,3 +3,4 @@ timestamp,experiment_id,project_name,duration,emissions,energy_consumed,country_
 2021-10-28T18:25:43,859fabed-93af-46ed-a282-f5ced6ffc74e,codecarbon,1080.7339913845062,0.05542521175150775,0.08173500676868355,United States,USA,,N,,
 2021-10-29T15:41:45,09b365fc-634e-4e35-91c6-779f65982d37,codecarbon,97.58717751502991,0.004818391112582527,0.007105633298557203,United States,USA,,N,,
 2021-10-29T19:02:04,8d4ca7de-2ec2-472c-b448-5b2a3c463301,codecarbon,98.14684343338013,0.004485418114657444,0.00661460134073243,United States,USA,,N,,
+2021-11-01T14:32:20,99846188-5298-4647-a8f8-630250ecec7b,codecarbon,1699.7385001182556,0.08797467886237821,0.12973538115699912,United States,USA,,N,,

semantic_model_2/pytorch_model.bin

@@ -1,3 +1,3 @@
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-oid sha256:a7eb131e2b36a72555f733a389cfcfd5596b220a3c60653580649a92e966c778
+oid sha256:f33dda709f54f6cc3a23cf4421d0820d2d89be38280749c7234b4a8cf5351d84
 size 498663921

semantic_model_2/results/results_processed_impact_df.csv

@@ -1,12 +1,7 @@
 ,repo,parent_commit,commit,changes,num_methods_changed,compilable,average_precision,auc_score
-0,OpenHFT/Chronicle-Network,2de8b43b60b7098c5a6196f71fc470510a2d8c4d,d7e241129800cadc54fe5b56f4d04b8e2f070138,"[['src/main/java/net/openhft/chronicle/network/TCPRegistry.java~acquireServerSocketChannel#L122-L141'], ['src/main/java/net/openhft/chronicle/network/connection/WireOutPublisher.java~isEmpty#L85-L87'], ['src/main/java/net/openhft/chronicle/network/tcp/VanillaChronicleServerSocketChannel.java~socket#L37-L62']]",3,True,0.0,0.0
-1,OpenHFT/Chronicle-Network,3382b09f453f6633e9e39894a354dc033ed5b41d,708e5aa61b65231fb003bfe307845517dadf613c,"[['src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~tryWrite#L473-L498', 'src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~TcpEventHandler#L101-L141', 'src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~loopFinished#L343-L348', 'src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~action#L162-L184', 'src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~invokeHandler#L354-L401', 'src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~performClose#L451-L471'], ['src/main/java/net/openhft/chronicle/network/connection/FatalFailureConnectionStrategy.java~connect#L71-L146'], ['src/main/java/net/openhft/chronicle/network/connection/ThreadPrivateTLongObjHashMap.java~assertThreadPrivate#L210-L225']]",8,True,0.026684770615408783,0.6671246819338422
-2,OpenHFT/Chronicle-Network,58b19b563bb9ca97293205906b9a44c5f68be9f7,3382b09f453f6633e9e39894a354dc033ed5b41d,"[['src/main/java/net/openhft/chronicle/network/ConnectionDetails.java~sessionProvider#L46-L52', 'src/main/java/net/openhft/chronicle/network/ConnectionDetails.java~sessionProvider#L40-L44', 'src/main/java/net/openhft/chronicle/network/ConnectionDetails.java~setDisable#L70-L74'], ['src/main/java/net/openhft/chronicle/network/HeaderTcpHandler.java~process#L48-L100'], ['src/main/java/net/openhft/chronicle/network/RemoteConnector.java~connect#L71-L86'], ['src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~reader#L148-L152', 'src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~tcpHandler#L309-L315', 'src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~warmUp#L260-L273', 'src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~action#L154-L249'], ['src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~terminationEventHandler#L136-L141', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~wireType#L107-L114', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~socketChannel#L55-L62', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~serverThreadingStrategy#L205-L211', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~sessionDetails#L121-L128', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~isAcceptor#L72-L79', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~networkStatsListener#L187-L192', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~heartbeatTimeoutMs#L143-L149', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~heartbeatListener#L161-L166', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~socketReconnector#L178-L185', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~wireOutPublisher#L94-L100'], ['src/main/java/net/openhft/chronicle/network/WireTcpHandler.java~isAcceptor#L112-L116', 'src/main/java/net/openhft/chronicle/network/WireTcpHandler.java~wireType#L89-L98', 'src/main/java/net/openhft/chronicle/network/WireTcpHandler.java~onEndOfConnection#L176-L187', 'src/main/java/net/openhft/chronicle/network/WireTcpHandler.java~isAcceptor#L83-L87', 'src/main/java/net/openhft/chronicle/network/WireTcpHandler.java~publisher#L104-L110'], ['src/main/java/net/openhft/chronicle/network/WireTypeSniffingTcpHandler.java~process#L49-L91'], ['src/main/java/net/openhft/chronicle/network/cluster/Cluster.java~clusterContext#L54-L59', 'src/main/java/net/openhft/chronicle/network/cluster/Cluster.java~findClusterNotifier#L139-L146', 'src/main/java/net/openhft/chronicle/network/cluster/Cluster.java~findConnectionManager#L120-L127', 'src/main/java/net/openhft/chronicle/network/cluster/Cluster.java~findTerminationEventHandler#L129-L137'], ['src/main/java/net/openhft/chronicle/network/cluster/HostConnector.java~reconnect#L125-L129'], ['src/main/java/net/openhft/chronicle/network/connection/AbstractStatelessClient.java~proxyReturnWireTypedObject#L121-L133'], ['src/main/java/net/openhft/chronicle/network/connection/TcpChannelHub.java~writeMetaDataForKnownTID#L898-L919', 'src/main/java/net/openhft/chronicle/network/connection/TcpChannelHub.java~writeMetaDataStartTime#L886-L896', 'src/main/java/net/openhft/chronicle/network/connection/TcpChannelHub.java~preventSubscribeUponReconnect#L359-L363', 'src/main/java/net/openhft/chronicle/network/connection/TcpChannelHub.java~nextUniqueTransaction#L597-L609', 'src/main/java/net/openhft/chronicle/network/connection/TcpChannelHub.java~writeSocket#L616-L671', 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'src/main/java/net/openhft/chronicle/network/connection/VanillaWireOutPublisher.java~addWireConsumer#L136-L141'], ['src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~nc#L157-L162', 'src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~onWriteTime#L108-L116', 'src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~process#L46-L62', 'src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~sendHeartBeat#L67-L72', 'src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~onEndOfConnection#L77-L82', 'src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~onReadTime#L98-L103', 'src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~hasClientClosed#L131-L136', 'src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~nc#L167-L174', 'src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~onReadComplete#L121-L126']]",56,True,0.166148108291866,0.5833339201535525
-3,OpenHFT/Chronicle-Network,5de5a824b5a9947fc17e1d087c8202d1495607c1,b3f22fa25d4cb7a409a17acbc456beef60845f56,"[['src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~action#L170-L192'], ['src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~performClose#L159-L162'], ['src/main/java/net/openhft/chronicle/network/cluster/ClusterAcceptorEventHandler.java~closeSocket#L89-L91'], ['src/main/java/net/openhft/chronicle/network/cluster/ClusterContext.java~readMarshallable#L277-L282'], ['src/main/java/net/openhft/chronicle/network/connection/VanillaWireOutPublisher.java~applyAction#L87-L90', 'src/main/java/net/openhft/chronicle/network/connection/VanillaWireOutPublisher.java~applyAction#L48-L61'], ['src/main/java/net/openhft/chronicle/network/connection/WireOutPublisher.java~applyAction#L57-L59'], ['src/main/java/net/openhft/chronicle/network/ssl/BytesBufferHandler.java~handleDecryptedData#L53-L76'], ['src/main/java/net/openhft/chronicle/network/tcp/VanillaSocketChannel.java~shouldPerformCloseInBackground#L117-L120']]",9,True,0.020219359625503867,0.5489130434782609
-4,OpenHFT/Chronicle-Network,5defb9156d778c0a54e6e161713772782193cfff,58b19b563bb9ca97293205906b9a44c5f68be9f7,"[['src/main/java/net/openhft/chronicle/network/ConnectionDetails.java~sessionProvider#L45-L50', 'src/main/java/net/openhft/chronicle/network/ConnectionDetails.java~sessionProvider#L40-L43', 'src/main/java/net/openhft/chronicle/network/ConnectionDetails.java~setDisable#L68-L71'], ['src/main/java/net/openhft/chronicle/network/HeaderTcpHandler.java~process#L48-L100'], ['src/main/java/net/openhft/chronicle/network/RemoteConnector.java~connect#L71-L86'], ['src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~warmUp#L260-L272', 'src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~tcpHandler#L308-L313', 'src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~action#L153-L249', 'src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~reader#L148-L151'], ['src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~isAcceptor#L71-L77', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~heartbeatTimeoutMs#L137-L142', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~networkStatsListener#L179-L183', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~wireType#L104-L110', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~terminationEventHandler#L131-L135', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~serverThreadingStrategy#L196-L201', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~sessionDetails#L117-L123', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~socketReconnector#L171-L177', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~socketChannel#L55-L61', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~wireOutPublisher#L92-L97', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~heartbeatListener#L154-L158'], ['src/main/java/net/openhft/chronicle/network/WireTcpHandler.java~publisher#L102-L107', 'src/main/java/net/openhft/chronicle/network/WireTcpHandler.java~wireType#L88-L96', 'src/main/java/net/openhft/chronicle/network/WireTcpHandler.java~isAcceptor#L83-L86', 'src/main/java/net/openhft/chronicle/network/WireTcpHandler.java~isAcceptor#L109-L112', 'src/main/java/net/openhft/chronicle/network/WireTcpHandler.java~onEndOfConnection#L172-L182'], ['src/main/java/net/openhft/chronicle/network/WireTypeSniffingTcpHandler.java~process#L49-L91'], ['src/main/java/net/openhft/chronicle/network/cluster/Cluster.java~findConnectionManager#L119-L125', 'src/main/java/net/openhft/chronicle/network/cluster/Cluster.java~findTerminationEventHandler#L127-L134', 'src/main/java/net/openhft/chronicle/network/cluster/Cluster.java~clusterContext#L54-L58', 'src/main/java/net/openhft/chronicle/network/cluster/Cluster.java~findClusterNotifier#L136-L142'], ['src/main/java/net/openhft/chronicle/network/cluster/HostConnector.java~reconnect#L125-L129', 'src/main/java/net/openhft/chronicle/network/cluster/HostConnector.java~connectUri#L131-L134'], ['src/main/java/net/openhft/chronicle/network/connection/AbstractStatelessClient.java~proxyReturnWireTypedObject#L122-L134'], ['src/main/java/net/openhft/chronicle/network/connection/TcpChannelHub.java~preventSubscribeUponReconnect#L359-L362', 'src/main/java/net/openhft/chronicle/network/connection/TcpChannelHub.java~writeMetaDataForKnownTID#L892-L912', 'src/main/java/net/openhft/chronicle/network/connection/TcpChannelHub.java~writeAsyncHeader#L921-L933', 'src/main/java/net/openhft/chronicle/network/connection/TcpChannelHub.java~lock2#L944-L949', 'src/main/java/net/openhft/chronicle/network/connection/TcpChannelHub.java~subscribe#L405-L408', 'src/main/java/net/openhft/chronicle/network/connection/TcpChannelHub.java~writeSocket#L613-L667', 'src/main/java/net/openhft/chronicle/network/connection/TcpChannelHub.java~isOutBytesLocked#L850-L853', 'src/main/java/net/openhft/chronicle/network/connection/TcpChannelHub.java~lock#L935-L938', 'src/main/java/net/openhft/chronicle/network/connection/TcpChannelHub.java~nextUniqueTransaction#L595-L606', 'src/main/java/net/openhft/chronicle/network/connection/TcpChannelHub.java~writeMetaDataStartTime#L881-L890'], ['src/main/java/net/openhft/chronicle/network/connection/VanillaWireOutPublisher.java~addWireConsumer#L137-L141', 'src/main/java/net/openhft/chronicle/network/connection/VanillaWireOutPublisher.java~put#L161-L194', 'src/main/java/net/openhft/chronicle/network/connection/VanillaWireOutPublisher.java~removeBytesConsumer#L143-L147', 'src/main/java/net/openhft/chronicle/network/connection/VanillaWireOutPublisher.java~applyAction#L96-L135', 'src/main/java/net/openhft/chronicle/network/connection/VanillaWireOutPublisher.java~canTakeMoreData#L206-L218'], ['src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~onEndOfConnection#L75-L79', 'src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~hasClientClosed#L125-L129', 'src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~sendHeartBeat#L66-L70', 'src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~onWriteTime#L104-L111', 'src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~onReadComplete#L116-L120', 'src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~process#L46-L61', 'src/main/java/net/openhft/chronicle/network/ssl/SslDelegatingTcpHandler.java~nc#L150-L154', 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-5,OpenHFT/Chronicle-Network,710db28f130fd4925906c091515008a9e9aa0b51,9443bbbb3c88cf311c4733b2d01d40fac2195106,"[['src/main/java/net/openhft/chronicle/network/AcceptorEventHandler.java~closeSocket#L122-L125', 'src/main/java/net/openhft/chronicle/network/AcceptorEventHandler.java~action#L77-L120'], ['src/main/java/net/openhft/chronicle/network/TCPRegistry.java~createSSC#L111-L120', 'src/main/java/net/openhft/chronicle/network/TCPRegistry.java~assertAllServersStopped#L202-L248'], ['src/main/java/net/openhft/chronicle/network/TcpEventHandler.java~TcpEventHandler#L106-L144'], ['src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~performCloseInBackground#L49-L55', 'src/main/java/net/openhft/chronicle/network/VanillaNetworkContext.java~performClose#L162-L165'], ['src/main/java/net/openhft/chronicle/network/cluster/Cluster.java~readMarshallable#L54-L77', 'src/main/java/net/openhft/chronicle/network/cluster/Cluster.java~performClose#L104-L107', 'src/main/java/net/openhft/chronicle/network/cluster/Cluster.java~clusterContext#L48-L52', 'src/main/java/net/openhft/chronicle/network/cluster/Cluster.java~writeMarshallable#L79-L86', 'src/main/java/net/openhft/chronicle/network/cluster/Cluster.java~hostDetails#L99-L102', 'src/main/java/net/openhft/chronicle/network/cluster/Cluster.java~findHostDetails#L88-L97', 'src/main/java/net/openhft/chronicle/network/cluster/Cluster.java~Cluster#L40-L42'], ['src/main/java/net/openhft/chronicle/network/cluster/ClusterContext.java~networkContextFactory#L260-L262', 'src/main/java/net/openhft/chronicle/network/cluster/ClusterContext.java~isClosed#L280-L283', 'src/main/java/net/openhft/chronicle/network/cluster/ClusterContext.java~heartbeatTimeoutMs#L212-L216', 'src/main/java/net/openhft/chronicle/network/cluster/ClusterContext.java~wireOutPublisherFactory#L250-L252', 'src/main/java/net/openhft/chronicle/network/cluster/ClusterContext.java~heartbeatIntervalMs#L202-L206', 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semantic_structural_model/emissions.csv

@@ -6,3 +6,8 @@ timestamp,experiment_id,project_name,duration,emissions,energy_consumed,country_
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semantic_structural_model/model.pt

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semantic_structural_model/results/results_processed_impact_df.csv

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