feat: support git commit message generation with custom openai and anthropic service (#390)

This commit is contained in:
Carl-Robert Linnupuu 2024-03-12 21:26:33 +02:00
parent 9990c6a57b
commit 8c986fd7de
4 changed files with 148 additions and 61 deletions

View file

@ -2,6 +2,12 @@ package ee.carlrobert.codegpt.actions;
import static com.intellij.openapi.ui.Messages.OK;
import static com.intellij.util.ObjectUtils.tryCast;
import static ee.carlrobert.codegpt.settings.service.ServiceType.ANTHROPIC;
import static ee.carlrobert.codegpt.settings.service.ServiceType.AZURE;
import static ee.carlrobert.codegpt.settings.service.ServiceType.CUSTOM_OPENAI;
import static ee.carlrobert.codegpt.settings.service.ServiceType.LLAMA_CPP;
import static ee.carlrobert.codegpt.settings.service.ServiceType.OPENAI;
import static ee.carlrobert.codegpt.settings.service.ServiceType.YOU;
import static java.util.stream.Collectors.joining;
import static java.util.stream.Collectors.toList;
@ -16,10 +22,13 @@ import com.intellij.openapi.editor.Document;
import com.intellij.openapi.editor.Editor;
import com.intellij.openapi.editor.ex.EditorEx;
import com.intellij.openapi.project.Project;
import com.intellij.openapi.vcs.FilePath;
import com.intellij.openapi.vcs.VcsDataKeys;
import com.intellij.openapi.vcs.changes.Change;
import com.intellij.openapi.vcs.changes.ui.ChangesBrowserBase;
import com.intellij.openapi.vcs.changes.ui.CommitDialogChangesBrowser;
import com.intellij.openapi.vcs.ui.CommitMessage;
import com.intellij.openapi.vfs.VirtualFile;
import ee.carlrobert.codegpt.CodeGPTBundle;
import ee.carlrobert.codegpt.EncodingManager;
import ee.carlrobert.codegpt.Icons;
@ -35,8 +44,12 @@ import java.io.BufferedReader;
import java.io.File;
import java.io.IOException;
import java.io.InputStreamReader;
import java.util.AbstractMap;
import java.util.ArrayList;
import java.util.List;
import java.util.Objects;
import java.util.function.Function;
import java.util.stream.Stream;
import okhttp3.sse.EventSource;
import org.jetbrains.annotations.NotNull;
@ -56,23 +69,26 @@ public class GenerateGitCommitMessageAction extends AnAction {
@Override
public void update(@NotNull AnActionEvent event) {
var selectedService = GeneralSettings.getCurrentState().getSelectedService();
if (selectedService == ServiceType.OPENAI || selectedService == ServiceType.AZURE
|| selectedService == ServiceType.LLAMA_CPP) {
var filesSelected = !getReferencedFilePaths(event).isEmpty();
var callAllowed = (selectedService == ServiceType.OPENAI
&& OpenAICredentialManager.getInstance().isCredentialSet())
|| (selectedService == ServiceType.AZURE
&& AzureCredentialsManager.getInstance().isCredentialSet())
|| selectedService == ServiceType.LLAMA_CPP;
event.getPresentation().setEnabled(callAllowed && filesSelected);
event.getPresentation().setText(CodeGPTBundle.get(callAllowed
? "action.generateCommitMessage.title"
: "action.generateCommitMessage.missingCredentials"));
} else {
event.getPresentation().setEnabled(false);
event.getPresentation()
.setText(CodeGPTBundle.get("action.generateCommitMessage.serviceWarning"));
if (selectedService == YOU) {
event.getPresentation().setVisible(false);
return;
}
var includedChangesFilePaths = getIncludedChangesFilePaths(event);
var includedUnversionedChangesFilePaths = getIncludedUnversionedFilePaths(event);
var filesSelected =
!includedChangesFilePaths.isEmpty() || !includedUnversionedChangesFilePaths.isEmpty();
var callAllowed = isCallAllowed(selectedService);
event.getPresentation().setEnabled(callAllowed && filesSelected);
event.getPresentation().setText(CodeGPTBundle.get(callAllowed
? "action.generateCommitMessage.title"
: "action.generateCommitMessage.missingCredentials"));
}
private boolean isCallAllowed(ServiceType serviceType) {
return (serviceType == OPENAI && OpenAICredentialManager.getInstance().isCredentialSet())
|| (serviceType == AZURE && AzureCredentialsManager.getInstance().isCredentialSet())
|| List.of(LLAMA_CPP, ANTHROPIC, CUSTOM_OPENAI).contains(serviceType);
}
@Override
@ -82,7 +98,10 @@ public class GenerateGitCommitMessageAction extends AnAction {
return;
}
var gitDiff = getGitDiff(project, getReferencedFilePaths(event));
var gitDiff = getGitDiff(
project,
getIncludedChangesFilePaths(event),
getIncludedUnversionedFilePaths(event));
var tokenCount = encodingManager.countTokens(gitDiff);
if (tokenCount > MAX_TOKEN_COUNT_WARNING
@ -130,16 +149,31 @@ public class GenerateGitCommitMessageAction extends AnAction {
return commitMessage != null ? commitMessage.getEditorField().getEditor() : null;
}
private String getGitDiff(Project project, List<String> filePaths) {
var process = createGitDiffProcess(project.getBasePath(), filePaths);
var reader = new BufferedReader(new InputStreamReader(process.getInputStream()));
return reader.lines().collect(joining("\n"));
private String getGitDiff(
Project project,
List<String> includedChangesFilePaths,
List<String> includedUnversionedFilePaths) {
return Stream.of(
new AbstractMap.SimpleEntry<>(includedChangesFilePaths, true),
new AbstractMap.SimpleEntry<>(includedUnversionedFilePaths, false))
.filter(entry -> !entry.getKey().isEmpty())
.map(entry -> {
var process =
createGitDiffProcess(project.getBasePath(), entry.getKey(), entry.getValue());
return new BufferedReader(new InputStreamReader(process.getInputStream()))
.lines()
.collect(joining("\n"));
})
.collect(joining("\n"));
}
private Process createGitDiffProcess(String projectPath, List<String> filePaths) {
private Process createGitDiffProcess(String projectPath, List<String> filePaths, boolean cached) {
var command = new ArrayList<String>();
command.add("git");
command.add("diff");
if (cached) {
command.add("--cached");
}
command.addAll(filePaths);
var processBuilder = new ProcessBuilder(command);
@ -151,16 +185,29 @@ public class GenerateGitCommitMessageAction extends AnAction {
}
}
private @NotNull List<String> getReferencedFilePaths(AnActionEvent event) {
private @NotNull List<String> getFilePaths(
AnActionEvent event,
Function<CommitDialogChangesBrowser, Stream<?>> extractor) {
var changesBrowserBase = event.getData(ChangesBrowserBase.DATA_KEY);
if (changesBrowserBase == null) {
return List.of();
}
var includedChanges = ((CommitDialogChangesBrowser) changesBrowserBase).getIncludedChanges();
return includedChanges.stream()
.filter(item -> item.getVirtualFile() != null)
.map(item -> item.getVirtualFile().getPath())
return extractor.apply((CommitDialogChangesBrowser) changesBrowserBase)
.map(obj -> obj instanceof Change
? ((Change) obj).getVirtualFile()
: ((FilePath) obj).getVirtualFile())
.filter(Objects::nonNull)
.map(VirtualFile::getPath)
.distinct()
.collect(toList());
}
private @NotNull List<String> getIncludedChangesFilePaths(AnActionEvent event) {
return getFilePaths(event, browser -> browser.getIncludedChanges().stream());
}
private @NotNull List<String> getIncludedUnversionedFilePaths(AnActionEvent event) {
return getFilePaths(event, browser -> browser.getIncludedUnversionedFiles().stream());
}
}

View file

@ -104,6 +104,15 @@ public class CompletionRequestProvider {
.build();
}
public static Request buildCustomOpenAICompletionRequest(String system, String context) {
return buildCustomOpenAIChatCompletionRequest(
CustomServiceSettings.getCurrentState(),
List.of(
new OpenAIChatCompletionMessage("system", system),
new OpenAIChatCompletionMessage("user", context)),
true);
}
public static Request buildCustomOpenAILookupCompletionRequest(String context) {
return buildCustomOpenAIChatCompletionRequest(
CustomServiceSettings.getCurrentState(),

View file

@ -8,6 +8,7 @@ import static ee.carlrobert.codegpt.settings.service.ServiceType.YOU;
import com.intellij.openapi.application.ApplicationManager;
import com.intellij.openapi.components.Service;
import com.intellij.openapi.diagnostic.Logger;
import ee.carlrobert.codegpt.codecompletions.CodeCompletionRequestProvider;
import ee.carlrobert.codegpt.codecompletions.InfillRequestDetails;
import ee.carlrobert.codegpt.completions.llama.LlamaModel;
@ -16,11 +17,14 @@ import ee.carlrobert.codegpt.credentials.AzureCredentialsManager;
import ee.carlrobert.codegpt.credentials.OpenAICredentialManager;
import ee.carlrobert.codegpt.settings.GeneralSettings;
import ee.carlrobert.codegpt.settings.configuration.ConfigurationSettings;
import ee.carlrobert.codegpt.settings.service.anthropic.AnthropicSettings;
import ee.carlrobert.codegpt.settings.service.azure.AzureSettings;
import ee.carlrobert.codegpt.settings.service.custom.CustomServiceSettings;
import ee.carlrobert.codegpt.settings.service.llama.LlamaSettings;
import ee.carlrobert.codegpt.settings.service.openai.OpenAISettings;
import ee.carlrobert.llm.client.DeserializationUtil;
import ee.carlrobert.llm.client.anthropic.completion.ClaudeCompletionRequest;
import ee.carlrobert.llm.client.anthropic.completion.ClaudeCompletionRequestMessage;
import ee.carlrobert.llm.client.llama.completion.LlamaCompletionRequest;
import ee.carlrobert.llm.client.openai.completion.OpenAIChatCompletionEventSourceListener;
import ee.carlrobert.llm.client.openai.completion.request.OpenAIChatCompletionMessage;
@ -37,6 +41,8 @@ import okhttp3.sse.EventSources;
@Service
public final class CompletionRequestService {
private static final Logger LOG = Logger.getInstance(CompletionRequestService.class);
private CompletionRequestService() {
}
@ -122,43 +128,68 @@ public final class CompletionRequestService {
public void generateCommitMessageAsync(
String prompt,
CompletionEventListener<String> eventListener) {
var request = new OpenAIChatCompletionRequest.Builder(List.of(
new OpenAIChatCompletionMessage("system",
ConfigurationSettings.getCurrentState().getCommitMessagePrompt()),
var configuration = ConfigurationSettings.getCurrentState();
var commitMessagePrompt = configuration.getCommitMessagePrompt();
var openaiRequest = new OpenAIChatCompletionRequest.Builder(List.of(
new OpenAIChatCompletionMessage("system", commitMessagePrompt),
new OpenAIChatCompletionMessage("user", prompt)))
.setModel(OpenAISettings.getCurrentState().getModel())
.build();
var selectedService = GeneralSettings.getCurrentState().getSelectedService();
if (selectedService == OPENAI) {
CompletionClientProvider.getOpenAIClient().getChatCompletionAsync(request, eventListener);
}
if (selectedService == AZURE) {
CompletionClientProvider.getAzureClient().getChatCompletionAsync(request, eventListener);
}
if (selectedService == LLAMA_CPP) {
var settings = LlamaSettings.getCurrentState();
PromptTemplate promptTemplate;
if (settings.isRunLocalServer()) {
promptTemplate = settings.isUseCustomModel()
? settings.getLocalModelPromptTemplate()
: LlamaModel.findByHuggingFaceModel(settings.getHuggingFaceModel()).getPromptTemplate();
} else {
promptTemplate = settings.getRemoteModelPromptTemplate();
}
var finalPrompt = promptTemplate.buildPrompt(
ConfigurationSettings.getCurrentState().getCommitMessagePrompt(),
prompt, List.of());
var configuration = ConfigurationSettings.getCurrentState();
CompletionClientProvider.getLlamaClient().getChatCompletionAsync(
new LlamaCompletionRequest.Builder(finalPrompt)
.setN_predict(configuration.getMaxTokens())
.setTemperature(configuration.getTemperature())
.setTop_k(settings.getTopK())
.setTop_p(settings.getTopP())
.setMin_p(settings.getMinP())
.setRepeat_penalty(settings.getRepeatPenalty())
.build(), eventListener);
switch (selectedService) {
case OPENAI:
CompletionClientProvider.getOpenAIClient()
.getChatCompletionAsync(openaiRequest, eventListener);
break;
case CUSTOM_OPENAI:
var httpClient = CompletionClientProvider.getDefaultClientBuilder().build();
EventSources.createFactory(httpClient).newEventSource(
CompletionRequestProvider.buildCustomOpenAICompletionRequest(
commitMessagePrompt,
prompt),
new OpenAIChatCompletionEventSourceListener(eventListener));
break;
case ANTHROPIC:
var anthropicSettings = AnthropicSettings.getCurrentState();
var claudeRequest = new ClaudeCompletionRequest();
claudeRequest.setSystem(commitMessagePrompt);
claudeRequest.setStream(true);
claudeRequest.setMaxTokens(configuration.getMaxTokens());
claudeRequest.setModel(anthropicSettings.getModel());
claudeRequest.setMessages(
List.of(new ClaudeCompletionRequestMessage("user", prompt)));
CompletionClientProvider.getClaudeClient()
.getCompletionAsync(claudeRequest, eventListener);
break;
case AZURE:
CompletionClientProvider.getAzureClient()
.getChatCompletionAsync(openaiRequest, eventListener);
break;
case LLAMA_CPP:
var settings = LlamaSettings.getCurrentState();
PromptTemplate promptTemplate;
if (settings.isRunLocalServer()) {
promptTemplate = settings.isUseCustomModel()
? settings.getLocalModelPromptTemplate()
: LlamaModel.findByHuggingFaceModel(settings.getHuggingFaceModel())
.getPromptTemplate();
} else {
promptTemplate = settings.getRemoteModelPromptTemplate();
}
var finalPrompt = promptTemplate.buildPrompt(commitMessagePrompt, prompt, List.of());
CompletionClientProvider.getLlamaClient().getChatCompletionAsync(
new LlamaCompletionRequest.Builder(finalPrompt)
.setN_predict(configuration.getMaxTokens())
.setTemperature(configuration.getTemperature())
.setTop_k(settings.getTopK())
.setTop_p(settings.getTopP())
.setMin_p(settings.getMinP())
.setRepeat_penalty(settings.getRepeatPenalty())
.build(), eventListener);
break;
default:
LOG.debug("Unknown service: {}", selectedService);
break;
}
}