From 390156a48f2e92eda9760fde3ad60f3243fd19e1 Mon Sep 17 00:00:00 2001 From: Christopher Creutzig <89011131+ccreutzi@users.noreply.github.com> Date: Mon, 5 Aug 2024 09:32:48 +0200 Subject: [PATCH] Trace/replay `llms.internal.sendRequest` To decouple `texampleTests.m` from availability and speed of external servers, record calls to `llms.internal.sendRequest` (on dev machine) and replay (during most test runs, including CI). See tests/recording/README.md for instructions. --- +llms/+internal/callAzureChatAPI.m | 2 +- +llms/+internal/callOllamaChatAPI.m | 2 +- +llms/+internal/callOpenAIChatAPI.m | 2 +- +llms/+internal/sendRequestWrapper.m | 5 + .gitignore | 1 + extractOpenAIEmbeddings.m | 2 +- tests/code-coverage/coverage.xml | 3173 +++++++++++++++++ .../+llms/+internal/sendRequestWrapper.m | 40 + tests/private/recording-doubles/addpath.m | 2 + .../+llms/+internal/sendRequestWrapper.m | 30 + tests/private/replaying-doubles/addpath.m | 2 + ...lyzeScientificPapersUsingFunctionCalls.mat | Bin 0 -> 315514 bytes ...eSentimentinTextUsingChatGPTinJSONMode.mat | Bin 0 -> 20192 bytes ...taUsingParallelFunctionCallwithChatGPT.mat | Bin 0 -> 13429 bytes tests/recordings/CreateSimpleChatBot.mat | Bin 0 -> 17752 bytes .../recordings/CreateSimpleOllamaChatBot.mat | Bin 0 -> 17336 bytes .../recordings/DescribeImagesUsingChatGPT.mat | Bin 0 -> 4775 bytes ...nRetrievalUsingOpenAIDocumentEmbedding.mat | Bin 0 -> 89146 bytes ...InRealTimeByUsingOllamaInStreamingMode.mat | Bin 0 -> 17810 bytes ...nRealTimebyUsingChatGPTinStreamingMode.mat | Bin 0 -> 17473 bytes tests/recordings/README.md | 12 + ...gmentedGenerationUsingChatGPTandMATLAB.mat | Bin 0 -> 8953 bytes ...ugmentedGenerationUsingOllamaAndMATLAB.mat | Bin 0 -> 5950 bytes ...izeLargeDocumentsUsingChatGPTandMATLAB.mat | Bin 0 -> 134768 bytes tests/recordings/UsingDALLEToEditImages.mat | Bin 0 -> 179 bytes .../recordings/UsingDALLEToGenerateImages.mat | Bin 0 -> 179 bytes tests/test-results/results.xml | 504 +++ tests/texampleTests.m | 69 +- 28 files changed, 3828 insertions(+), 18 deletions(-) create mode 100644 +llms/+internal/sendRequestWrapper.m create mode 100644 tests/code-coverage/coverage.xml create mode 100644 tests/private/recording-doubles/+llms/+internal/sendRequestWrapper.m create mode 100644 tests/private/recording-doubles/addpath.m create mode 100644 tests/private/replaying-doubles/+llms/+internal/sendRequestWrapper.m create mode 100644 tests/private/replaying-doubles/addpath.m create mode 100644 tests/recordings/AnalyzeScientificPapersUsingFunctionCalls.mat create mode 100644 tests/recordings/AnalyzeSentimentinTextUsingChatGPTinJSONMode.mat create mode 100644 tests/recordings/AnalyzeTextDataUsingParallelFunctionCallwithChatGPT.mat create mode 100644 tests/recordings/CreateSimpleChatBot.mat create mode 100644 tests/recordings/CreateSimpleOllamaChatBot.mat create mode 100644 tests/recordings/DescribeImagesUsingChatGPT.mat create mode 100644 tests/recordings/InformationRetrievalUsingOpenAIDocumentEmbedding.mat create mode 100644 tests/recordings/ProcessGeneratedTextInRealTimeByUsingOllamaInStreamingMode.mat create mode 100644 tests/recordings/ProcessGeneratedTextinRealTimebyUsingChatGPTinStreamingMode.mat create mode 100644 tests/recordings/README.md create mode 100644 tests/recordings/RetrievalAugmentedGenerationUsingChatGPTandMATLAB.mat create mode 100644 tests/recordings/RetrievalAugmentedGenerationUsingOllamaAndMATLAB.mat create mode 100644 tests/recordings/SummarizeLargeDocumentsUsingChatGPTandMATLAB.mat create mode 100644 tests/recordings/UsingDALLEToEditImages.mat create mode 100644 tests/recordings/UsingDALLEToGenerateImages.mat create mode 100644 tests/test-results/results.xml diff --git a/+llms/+internal/callAzureChatAPI.m b/+llms/+internal/callAzureChatAPI.m index bb73053..c053b4a 100644 --- a/+llms/+internal/callAzureChatAPI.m +++ b/+llms/+internal/callAzureChatAPI.m @@ -64,7 +64,7 @@ parameters = buildParametersCall(messages, functions, nvp); -[response, streamedText] = llms.internal.sendRequest(parameters,nvp.APIKey, URL, nvp.TimeOut, nvp.StreamFun); +[response, streamedText] = llms.internal.sendRequestWrapper(parameters,nvp.APIKey, URL, nvp.TimeOut, nvp.StreamFun); % If call errors, "choices" will not be part of response.Body.Data, instead % we get response.Body.Data.error diff --git a/+llms/+internal/callOllamaChatAPI.m b/+llms/+internal/callOllamaChatAPI.m index 4596231..0bad15f 100644 --- a/+llms/+internal/callOllamaChatAPI.m +++ b/+llms/+internal/callOllamaChatAPI.m @@ -53,7 +53,7 @@ parameters = buildParametersCall(model, messages, nvp); -[response, streamedText] = llms.internal.sendRequest(parameters,[],URL,nvp.TimeOut,nvp.StreamFun); +[response, streamedText] = llms.internal.sendRequestWrapper(parameters,[],URL,nvp.TimeOut,nvp.StreamFun); % If call errors, "choices" will not be part of response.Body.Data, instead % we get response.Body.Data.error diff --git a/+llms/+internal/callOpenAIChatAPI.m b/+llms/+internal/callOpenAIChatAPI.m index 8d58fd4..742ce50 100644 --- a/+llms/+internal/callOpenAIChatAPI.m +++ b/+llms/+internal/callOpenAIChatAPI.m @@ -62,7 +62,7 @@ parameters = buildParametersCall(messages, functions, nvp); -[response, streamedText] = llms.internal.sendRequest(parameters,nvp.APIKey, END_POINT, nvp.TimeOut, nvp.StreamFun); +[response, streamedText] = llms.internal.sendRequestWrapper(parameters,nvp.APIKey, END_POINT, nvp.TimeOut, nvp.StreamFun); % If call errors, "choices" will not be part of response.Body.Data, instead % we get response.Body.Data.error diff --git a/+llms/+internal/sendRequestWrapper.m b/+llms/+internal/sendRequestWrapper.m new file mode 100644 index 0000000..18160ce --- /dev/null +++ b/+llms/+internal/sendRequestWrapper.m @@ -0,0 +1,5 @@ +function [response, streamedText] = sendRequestWrapper(varargin) +% This function is undocumented and will change in a future release + +% A wrapper around sendRequest to have a test seam +[response, streamedText] = llms.internal.sendRequest(varargin{:}); diff --git a/.gitignore b/.gitignore index 4886537..510c487 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,7 @@ *.env *.asv *.mat +!tests/recordings/*.mat startup.m papers_to_read.csv data/* diff --git a/extractOpenAIEmbeddings.m b/extractOpenAIEmbeddings.m index 6813e0a..3f6b1a9 100644 --- a/extractOpenAIEmbeddings.m +++ b/extractOpenAIEmbeddings.m @@ -47,7 +47,7 @@ end -response = llms.internal.sendRequest(parameters,key, END_POINT, nvp.TimeOut); +response = llms.internal.sendRequestWrapper(parameters,key, END_POINT, nvp.TimeOut); if isfield(response.Body.Data, "data") emb = [response.Body.Data.data.embedding]; diff --git a/tests/code-coverage/coverage.xml b/tests/code-coverage/coverage.xml new file mode 100644 index 0000000..eedfe12 --- /dev/null +++ b/tests/code-coverage/coverage.xml @@ -0,0 +1,3173 @@ + + + + /System/Volumes/Data/mathworks/devel/sandbox/ccreutzi/llms-with-matlab/tests/ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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b/tests/private/recording-doubles/+llms/+internal/sendRequestWrapper.m new file mode 100644 index 0000000..ab4858c --- /dev/null +++ b/tests/private/recording-doubles/+llms/+internal/sendRequestWrapper.m @@ -0,0 +1,40 @@ +function [response, streamedText] = sendRequestWrapper(parameters, token, varargin) +% This function is undocumented and will change in a future release + +% A wrapper around sendRequest to have a test seam +persistent seenCalls +if isempty(seenCalls) + seenCalls = cell(0,2); +end + +persistent filename + +if nargin == 1 && isequal(parameters,"close") + save(filename+".mat","seenCalls"); + seenCalls = cell(0,2); + return +end + +if nargin==2 && isequal(parameters,"open") + filename = token; + return +end + +streamFunCalls = {}; +hasCallback = nargin >= 5 && isa(varargin{3},'function_handle'); +if hasCallback + streamFun = varargin{3}; +end +function wrappedStreamFun(varargin) + streamFunCalls(end+1) = varargin; + streamFun(varargin{:}); +end +if hasCallback + varargin{3} = @wrappedStreamFun; +end + + +[response, streamedText] = llms.internal.sendRequest(parameters, token, varargin{:}); + +seenCalls(end+1,:) = {{parameters},{response,streamFunCalls,streamedText}}; +end diff --git a/tests/private/recording-doubles/addpath.m b/tests/private/recording-doubles/addpath.m new file mode 100644 index 0000000..d1f1059 --- /dev/null +++ b/tests/private/recording-doubles/addpath.m @@ -0,0 +1,2 @@ +function addpath(~) +% ignore addpath calls in examples diff --git a/tests/private/replaying-doubles/+llms/+internal/sendRequestWrapper.m b/tests/private/replaying-doubles/+llms/+internal/sendRequestWrapper.m new file mode 100644 index 0000000..0b689d7 --- /dev/null +++ b/tests/private/replaying-doubles/+llms/+internal/sendRequestWrapper.m @@ -0,0 +1,30 @@ +function [response, streamedText] = sendRequestWrapper(parameters, token, varargin) +% This function is undocumented and will change in a future release + +% A wrapper around sendRequest to have a test seam +persistent seenCalls +if isempty(seenCalls) + seenCalls = cell(0,2); +end + +if nargin == 1 && isequal(parameters,"close") + seenCalls = cell(0,2); + return +end + +if nargin==2 && isequal(parameters,"open") + load(token+".mat","seenCalls"); + return +end + +result = seenCalls{1,2}; +response = result{1}; +streamFunCalls = result{2}; +streamedText = result{3}; + +if nargin >= 5 && isa(varargin{3},'function_handle') + streamFun = varargin{3}; + cellfun(streamFun, streamFunCalls); +end + +seenCalls(1,:) = []; diff --git a/tests/private/replaying-doubles/addpath.m b/tests/private/replaying-doubles/addpath.m new file mode 100644 index 0000000..d1f1059 --- /dev/null +++ b/tests/private/replaying-doubles/addpath.m @@ -0,0 +1,2 @@ +function addpath(~) +% ignore addpath calls in examples diff --git a/tests/recordings/AnalyzeScientificPapersUsingFunctionCalls.mat b/tests/recordings/AnalyzeScientificPapersUsingFunctionCalls.mat new file mode 100644 index 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zcmeZu4DoSvQZUssQ1EpO(M`+DN!3vZ$Vn_o%P-2c0*X01nwjV*I2WZRmZYXAC>SXi8dw>cS{WKD7#SFuC=d%6V1UunmmkR12I7i2kCPJ;HZUZaDLi9H ja%1C2X#M2az^QeP^T^SaD=W`+T3Q|ruw-!JW8nk<)-fvN literal 0 HcmV?d00001 diff --git a/tests/test-results/results.xml b/tests/test-results/results.xml new file mode 100644 index 0000000..4606587 --- /dev/null +++ b/tests/test-results/results.xml @@ -0,0 +1,504 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + An assumption was not met in tollamaChat/extremeTopK and it filtered the remainder of the test. + ---------------- + Test Diagnostic: + ---------------- + disabled due to Ollama/llama.cpp not honoring parameter reliably + --------------------- + Framework Diagnostic: + --------------------- + assumeTrue failed. + --> The value must evaluate to "true". + + Actual Value: + logical + + 0 + ------------------ + Stack Information: + ------------------ + In /System/Volumes/Data/mathworks/devel/sandbox/ccreutzi/llms-with-matlab/tests/tollamaChat.m (tollamaChat.extremeTopK) at 53 + + + An assumption was not met in tollamaChat/extremeTfsZ and it filtered the remainder of the test. + ---------------- + Test Diagnostic: + ---------------- + disabled due to Ollama/llama.cpp not honoring parameter reliably + --------------------- + Framework Diagnostic: + --------------------- + assumeTrue failed. + --> The value must evaluate to "true". + + Actual Value: + logical + + 0 + ------------------ + Stack Information: + ------------------ + In /System/Volumes/Data/mathworks/devel/sandbox/ccreutzi/llms-with-matlab/tests/tollamaChat.m (tollamaChat.extremeTfsZ) at 68 + + + + An assumption was not met in tollamaChat/seedFixesResult and it filtered the remainder of the test. + ---------------- + Test Diagnostic: + ---------------- + disabled due to Ollama/llama.cpp not honoring parameter reliably + --------------------- + Framework Diagnostic: + --------------------- + assumeTrue failed. + --> The value must evaluate to "true". + + Actual Value: + logical + + 0 + ------------------ + Stack Information: + ------------------ + In /System/Volumes/Data/mathworks/devel/sandbox/ccreutzi/llms-with-matlab/tests/tollamaChat.m (tollamaChat.seedFixesResult) at 93 + + + + + An assumption was not met in tollamaChat/reactToEndpoint and it filtered the remainder of the test. + ---------------- + Test Diagnostic: + ---------------- + Test point assumes a second Ollama server is running and $SECOND_OLLAMA_ENDPOINT points to it. + --------------------- + Framework Diagnostic: + --------------------- + assumeTrue failed. + --> The value must evaluate to "true". + + Actual Value: + logical + + 0 + ------------------ + Stack Information: + ------------------ + In /System/Volumes/Data/mathworks/devel/sandbox/ccreutzi/llms-with-matlab/tests/tollamaChat.m (tollamaChat.reactToEndpoint) at 131 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/tests/texampleTests.m b/tests/texampleTests.m index ea5955b..e08a5c9 100644 --- a/tests/texampleTests.m +++ b/tests/texampleTests.m @@ -8,9 +8,25 @@ ChatBotExample = {"CreateSimpleChatBot", "CreateSimpleOllamaChatBot"}; end + properties + TestDir; + end methods (TestClassSetup) function setUpAndTearDowns(testCase) + % Capture and replay server interactions + testCase.TestDir = fileparts(mfilename("fullpath")); + import matlab.unittest.fixtures.PathFixture + capture = false; % run in capture or replay mode, cf. recordings/README.md + + if capture + testCase.applyFixture(PathFixture( ... + fullfile(testCase.TestDir,"private","recording-doubles"))); + else + testCase.applyFixture(PathFixture( ... + fullfile(testCase.TestDir,"private","replaying-doubles"))); + end + import matlab.unittest.fixtures.CurrentFolderFixture testCase.applyFixture(CurrentFolderFixture("../examples/mlx-scripts")); @@ -29,22 +45,39 @@ function setUpAndTearDowns(testCase) testCase.addTeardown(@() iCloseAll()); end end - + + methods + function startCapture(testCase,testName) + llms.internal.sendRequestWrapper("open", ... + fullfile(testCase.TestDir,"recordings",testName)); + end + end + + methods(TestMethodTeardown) + function closeCapture(~) + llms.internal.sendRequestWrapper("close"); + end + end + methods(Test) - function testAnalyzeScientificPapersUsingFunctionCalls(~) + function testAnalyzeScientificPapersUsingFunctionCalls(testCase) + testCase.startCapture("AnalyzeScientificPapersUsingFunctionCalls"); AnalyzeScientificPapersUsingFunctionCalls; end function testAnalyzeSentimentinTextUsingChatGPTinJSONMode(testCase) + testCase.startCapture("AnalyzeSentimentinTextUsingChatGPTinJSONMode"); testCase.verifyWarning(@AnalyzeSentimentinTextUsingChatGPTinJSONMode,... "llms:warningJsonInstruction"); end - function testAnalyzeTextDataUsingParallelFunctionCallwithChatGPT(~) + function testAnalyzeTextDataUsingParallelFunctionCallwithChatGPT(testCase) + testCase.startCapture("AnalyzeTextDataUsingParallelFunctionCallwithChatGPT"); AnalyzeTextDataUsingParallelFunctionCallwithChatGPT; end function testCreateSimpleChatBot(testCase,ChatBotExample) + testCase.startCapture(ChatBotExample); % set up a fake input command, returning canned user prompts count = 0; prompts = [ @@ -85,43 +118,51 @@ function testCreateSimpleChatBot(testCase,ChatBotExample) testCase.verifySize(messages.Messages,[1 2*(count-1)]); end - function testDescribeImagesUsingChatGPT(~) + function testDescribeImagesUsingChatGPT(testCase) + testCase.startCapture("DescribeImagesUsingChatGPT"); DescribeImagesUsingChatGPT; end - function testInformationRetrievalUsingOpenAIDocumentEmbedding(~) + function testInformationRetrievalUsingOpenAIDocumentEmbedding(testCase) + testCase.startCapture("InformationRetrievalUsingOpenAIDocumentEmbedding"); InformationRetrievalUsingOpenAIDocumentEmbedding; end - function testProcessGeneratedTextinRealTimebyUsingChatGPTinStreamingMode(~) + function testProcessGeneratedTextinRealTimebyUsingChatGPTinStreamingMode(testCase) + testCase.startCapture("ProcessGeneratedTextinRealTimebyUsingChatGPTinStreamingMode"); ProcessGeneratedTextinRealTimebyUsingChatGPTinStreamingMode; end - function testProcessGeneratedTextInRealTimeByUsingOllamaInStreamingMode(~) + function testProcessGeneratedTextInRealTimeByUsingOllamaInStreamingMode(testCase) + testCase.startCapture("ProcessGeneratedTextInRealTimeByUsingOllamaInStreamingMode"); ProcessGeneratedTextInRealTimeByUsingOllamaInStreamingMode; end - function testRetrievalAugmentedGenerationUsingChatGPTandMATLAB(~) + function testRetrievalAugmentedGenerationUsingChatGPTandMATLAB(testCase) + testCase.startCapture("RetrievalAugmentedGenerationUsingChatGPTandMATLAB"); RetrievalAugmentedGenerationUsingChatGPTandMATLAB; end - function testRetrievalAugmentedGenerationUsingOllamaAndMATLAB(~) + function testRetrievalAugmentedGenerationUsingOllamaAndMATLAB(testCase) + testCase.startCapture("RetrievalAugmentedGenerationUsingOllamaAndMATLAB"); RetrievalAugmentedGenerationUsingOllamaAndMATLAB; end - function testSummarizeLargeDocumentsUsingChatGPTandMATLAB(~) + function testSummarizeLargeDocumentsUsingChatGPTandMATLAB(testCase) + testCase.startCapture("SummarizeLargeDocumentsUsingChatGPTandMATLAB"); SummarizeLargeDocumentsUsingChatGPTandMATLAB; end - function testUsingDALLEToEditImages(~) + function testUsingDALLEToEditImages(testCase) + testCase.startCapture("UsingDALLEToEditImages"); UsingDALLEToEditImages; end - function testUsingDALLEToGenerateImages(~) + function testUsingDALLEToGenerateImages(testCase) + testCase.startCapture("UsingDALLEToGenerateImages"); UsingDALLEToGenerateImages; end - end - + end end function iCloseAll()