From 92f7857d86d63e0553ef4a219cd57a7456f08e93 Mon Sep 17 00:00:00 2001 From: Andres Cruz Date: Mon, 7 Oct 2024 13:32:53 +0200 Subject: [PATCH 01/12] OPIK-52 Add trace usage search (#352) --- .../java/com/comet/opik/api/filter/Field.java | 3 + .../com/comet/opik/api/filter/SpanField.java | 6 +- .../com/comet/opik/api/filter/TraceField.java | 3 + .../java/com/comet/opik/domain/TraceDAO.java | 75 ++- .../domain/filter/FilterQueryBuilder.java | 17 +- .../opik/domain/filter/FilterStrategy.java | 1 + .../v1/priv/DatasetsResourceTest.java | 7 +- .../resources/v1/priv/TracesResourceTest.java | 547 ++++++++++++------ .../comet/opik/utils/ValidationUtilsTest.java | 3 +- 9 files changed, 455 insertions(+), 207 deletions(-) diff --git a/apps/opik-backend/src/main/java/com/comet/opik/api/filter/Field.java b/apps/opik-backend/src/main/java/com/comet/opik/api/filter/Field.java index 1037ab6c66..333c16c6db 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/api/filter/Field.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/api/filter/Field.java @@ -12,6 +12,9 @@ public interface Field { String OUTPUT_QUERY_PARAM = "output"; String METADATA_QUERY_PARAM = "metadata"; String TAGS_QUERY_PARAM = "tags"; + String USAGE_COMPLETION_TOKENS_QUERY_PARAM = "usage.completion_tokens"; + String USAGE_PROMPT_TOKENS_QUERY_PARAM = "usage.prompt_tokens"; + String USAGE_TOTAL_TOKEN_QUERY_PARAMS = "usage.total_tokens"; String FEEDBACK_SCORES_QUERY_PARAM = "feedback_scores"; @JsonValue diff --git a/apps/opik-backend/src/main/java/com/comet/opik/api/filter/SpanField.java b/apps/opik-backend/src/main/java/com/comet/opik/api/filter/SpanField.java index 3e00bc068e..eaeb9e6713 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/api/filter/SpanField.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/api/filter/SpanField.java @@ -14,9 +14,9 @@ public enum SpanField implements Field { OUTPUT(OUTPUT_QUERY_PARAM, FieldType.STRING), METADATA(METADATA_QUERY_PARAM, FieldType.DICTIONARY), TAGS(TAGS_QUERY_PARAM, FieldType.LIST), - USAGE_COMPLETION_TOKENS("usage.completion_tokens", FieldType.NUMBER), - USAGE_PROMPT_TOKENS("usage.prompt_tokens", FieldType.NUMBER), - USAGE_TOTAL_TOKENS("usage.total_tokens", FieldType.NUMBER), + USAGE_COMPLETION_TOKENS(USAGE_COMPLETION_TOKENS_QUERY_PARAM, FieldType.NUMBER), + USAGE_PROMPT_TOKENS(USAGE_PROMPT_TOKENS_QUERY_PARAM, FieldType.NUMBER), + USAGE_TOTAL_TOKENS(USAGE_TOTAL_TOKEN_QUERY_PARAMS, FieldType.NUMBER), FEEDBACK_SCORES(FEEDBACK_SCORES_QUERY_PARAM, FieldType.FEEDBACK_SCORES_NUMBER), ; diff --git a/apps/opik-backend/src/main/java/com/comet/opik/api/filter/TraceField.java b/apps/opik-backend/src/main/java/com/comet/opik/api/filter/TraceField.java index 5f5a67c5a0..4eaa2900ed 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/api/filter/TraceField.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/api/filter/TraceField.java @@ -14,6 +14,9 @@ public enum TraceField implements Field { OUTPUT(OUTPUT_QUERY_PARAM, FieldType.STRING), METADATA(METADATA_QUERY_PARAM, FieldType.DICTIONARY), TAGS(TAGS_QUERY_PARAM, FieldType.LIST), + USAGE_COMPLETION_TOKENS(USAGE_COMPLETION_TOKENS_QUERY_PARAM, FieldType.NUMBER), + USAGE_PROMPT_TOKENS(USAGE_PROMPT_TOKENS_QUERY_PARAM, FieldType.NUMBER), + USAGE_TOTAL_TOKENS(USAGE_TOTAL_TOKEN_QUERY_PARAMS, FieldType.NUMBER), FEEDBACK_SCORES(FEEDBACK_SCORES_QUERY_PARAM, FieldType.FEEDBACK_SCORES_NUMBER), ; diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java index 265529ef14..38994473b3 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java @@ -310,6 +310,9 @@ LEFT JOIN ( ) AS s ON t.id = s.trace_id GROUP BY t.* + + HAVING + ORDER BY t.id DESC ; """; @@ -327,33 +330,53 @@ WHERE created_at BETWEEN toStartOfDay(yesterday()) AND toStartOfDay(today()) private static final String COUNT_BY_PROJECT_ID = """ SELECT count(id) as count - FROM - ( - SELECT - id - FROM traces - WHERE project_id = :project_id - AND workspace_id = :workspace_id - AND - - AND id in ( + FROM ( + SELECT + t.id, + sumMap(s.usage) as usage + FROM ( SELECT - entity_id - FROM ( - SELECT * - FROM feedback_scores - WHERE entity_type = 'trace' - AND workspace_id = :workspace_id - AND project_id = :project_id - ORDER BY entity_id DESC, last_updated_at DESC - LIMIT 1 BY entity_id, name - ) + id + FROM traces + WHERE project_id = :project_id + AND workspace_id = :workspace_id + AND + + AND id in ( + SELECT + entity_id + FROM ( + SELECT * + FROM feedback_scores + WHERE entity_type = 'trace' + AND workspace_id = :workspace_id + AND project_id = :project_id + ORDER BY entity_id DESC, last_updated_at DESC + LIMIT 1 BY entity_id, name + ) GROUP BY entity_id HAVING - ) - - ORDER BY id DESC, last_updated_at DESC - LIMIT 1 BY id + ) + + ORDER BY id DESC, last_updated_at DESC + LIMIT 1 BY id + ) AS t + LEFT JOIN ( + SELECT + trace_id, + usage + FROM spans + WHERE workspace_id = :workspace_id + AND project_id = :project_id + ORDER BY id DESC, last_updated_at DESC + LIMIT 1 BY id + ) AS s ON t.id = s.trace_id + GROUP BY + t.id + + HAVING + + ORDER BY t.id DESC ) AS latest_rows ; """; @@ -756,6 +779,9 @@ private ST newFindTemplate(String query, TraceSearchCriteria traceSearchCriteria .ifPresent(filters -> { filterQueryBuilder.toAnalyticsDbFilters(filters, FilterStrategy.TRACE) .ifPresent(traceFilters -> template.add("filters", traceFilters)); + filterQueryBuilder.toAnalyticsDbFilters(filters, FilterStrategy.TRACE_AGGREGATION) + .ifPresent(traceAggregationFilters -> template.add("trace_aggregation_filters", + traceAggregationFilters)); filterQueryBuilder.toAnalyticsDbFilters(filters, FilterStrategy.FEEDBACK_SCORES) .ifPresent(scoresFilters -> template.add("feedback_scores_filters", scoresFilters)); }); @@ -766,6 +792,7 @@ private void bindSearchCriteria(TraceSearchCriteria traceSearchCriteria, Stateme Optional.ofNullable(traceSearchCriteria.filters()) .ifPresent(filters -> { filterQueryBuilder.bind(statement, filters, FilterStrategy.TRACE); + filterQueryBuilder.bind(statement, filters, FilterStrategy.TRACE_AGGREGATION); filterQueryBuilder.bind(statement, filters, FilterStrategy.FEEDBACK_SCORES); }); } diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/filter/FilterQueryBuilder.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/filter/FilterQueryBuilder.java index 4fbfe066d4..c645b6c752 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/filter/FilterQueryBuilder.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/filter/FilterQueryBuilder.java @@ -34,6 +34,9 @@ public class FilterQueryBuilder { private static final String OUTPUT_ANALYTICS_DB = "output"; private static final String METADATA_ANALYTICS_DB = "metadata"; private static final String TAGS_ANALYTICS_DB = "tags"; + private static final String USAGE_COMPLETION_TOKENS_ANALYTICS_DB = "usage['completion_tokens']"; + private static final String USAGE_PROMPT_TOKENS_ANALYTICS_DB = "usage['prompt_tokens']"; + private static final String USAGE_TOTAL_TOKENS_ANALYTICS_DB = "usage['total_tokens']"; private static final String VALUE_ANALYTICS_DB = "value"; private static final Map> ANALYTICS_DB_OPERATOR_MAP = new EnumMap<>(Map.of( @@ -92,6 +95,9 @@ public class FilterQueryBuilder { .put(TraceField.OUTPUT, OUTPUT_ANALYTICS_DB) .put(TraceField.METADATA, METADATA_ANALYTICS_DB) .put(TraceField.TAGS, TAGS_ANALYTICS_DB) + .put(TraceField.USAGE_COMPLETION_TOKENS, USAGE_COMPLETION_TOKENS_ANALYTICS_DB) + .put(TraceField.USAGE_PROMPT_TOKENS, USAGE_PROMPT_TOKENS_ANALYTICS_DB) + .put(TraceField.USAGE_TOTAL_TOKENS, USAGE_TOTAL_TOKENS_ANALYTICS_DB) .put(TraceField.FEEDBACK_SCORES, VALUE_ANALYTICS_DB) .build()); @@ -105,9 +111,9 @@ public class FilterQueryBuilder { .put(SpanField.OUTPUT, OUTPUT_ANALYTICS_DB) .put(SpanField.METADATA, METADATA_ANALYTICS_DB) .put(SpanField.TAGS, TAGS_ANALYTICS_DB) - .put(SpanField.USAGE_COMPLETION_TOKENS, "usage['completion_tokens']") - .put(SpanField.USAGE_PROMPT_TOKENS, "usage['prompt_tokens']") - .put(SpanField.USAGE_TOTAL_TOKENS, "usage['total_tokens']") + .put(SpanField.USAGE_COMPLETION_TOKENS, USAGE_COMPLETION_TOKENS_ANALYTICS_DB) + .put(SpanField.USAGE_PROMPT_TOKENS, USAGE_PROMPT_TOKENS_ANALYTICS_DB) + .put(SpanField.USAGE_TOTAL_TOKENS, USAGE_TOTAL_TOKENS_ANALYTICS_DB) .put(SpanField.FEEDBACK_SCORES, VALUE_ANALYTICS_DB) .build()); @@ -122,6 +128,11 @@ public class FilterQueryBuilder { .add(TraceField.METADATA) .add(TraceField.TAGS) .build()), + FilterStrategy.TRACE_AGGREGATION, EnumSet.copyOf(ImmutableSet.builder() + .add(TraceField.USAGE_COMPLETION_TOKENS) + .add(TraceField.USAGE_PROMPT_TOKENS) + .add(TraceField.USAGE_TOTAL_TOKENS) + .build()), FilterStrategy.SPAN, EnumSet.copyOf(ImmutableSet.builder() .add(SpanField.ID) .add(SpanField.NAME) diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/filter/FilterStrategy.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/filter/FilterStrategy.java index 20b885990d..51ca9c00f5 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/filter/FilterStrategy.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/filter/FilterStrategy.java @@ -2,6 +2,7 @@ public enum FilterStrategy { TRACE, + TRACE_AGGREGATION, SPAN, FEEDBACK_SCORES } diff --git a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/DatasetsResourceTest.java b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/DatasetsResourceTest.java index d6c7df2fa8..4707fc4304 100644 --- a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/DatasetsResourceTest.java +++ b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/DatasetsResourceTest.java @@ -1204,10 +1204,9 @@ void create__whenDescriptionIsMultiline__thenAcceptTheRequest() { var dataset = factory.manufacturePojo(Dataset.class).toBuilder() .id(null) .description(""" - Test - Description - """ - ) + Test + Description + """) .build(); createAndAssert(dataset); diff --git a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/TracesResourceTest.java b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/TracesResourceTest.java index 931ce8c31a..4a7d72f5d9 100644 --- a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/TracesResourceTest.java +++ b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/TracesResourceTest.java @@ -13,9 +13,9 @@ import com.comet.opik.api.TraceUpdate; import com.comet.opik.api.TracesDelete; import com.comet.opik.api.error.ErrorMessage; +import com.comet.opik.api.filter.Field; import com.comet.opik.api.filter.Filter; import com.comet.opik.api.filter.Operator; -import com.comet.opik.api.filter.SpanField; import com.comet.opik.api.filter.TraceField; import com.comet.opik.api.filter.TraceFilter; import com.comet.opik.api.resources.utils.AuthTestUtils; @@ -73,8 +73,10 @@ import java.util.ArrayList; import java.util.List; import java.util.Map; +import java.util.Random; import java.util.Set; import java.util.UUID; +import java.util.function.Function; import java.util.regex.Pattern; import java.util.stream.Collectors; import java.util.stream.IntStream; @@ -112,6 +114,7 @@ class TracesResourceTest { private static final String USER = UUID.randomUUID().toString(); private static final String WORKSPACE_ID = UUID.randomUUID().toString(); private static final String TEST_WORKSPACE = UUID.randomUUID().toString(); + private static final Random RANDOM = new Random(); private static final RedisContainer REDIS = RedisContainerUtils.newRedisContainer(); @@ -235,7 +238,7 @@ void setUp() { @DisplayName("create trace, when api key is present, then return proper response") void create__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey, boolean expected) { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); mockTargetWorkspace(okApikey, workspaceName, workspaceId); @@ -269,7 +272,7 @@ void create__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey, boolea @DisplayName("update trace, when api key is present, then return proper response") void update__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey, boolean expected) { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); mockTargetWorkspace(okApikey, workspaceName, workspaceId); @@ -305,7 +308,7 @@ void update__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey, boolea @DisplayName("delete trace, when api key is present, then return proper response") void delete__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey, boolean expected) { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); mockTargetWorkspace(okApikey, workspaceName, WORKSPACE_ID); @@ -334,7 +337,7 @@ void delete__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey, boolea @DisplayName("get traces, when api key is present, then return proper response") void get__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey, boolean expected) { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); int tracesCount = setupTracesForWorkspace(workspaceName, workspaceId, okApikey); @@ -365,7 +368,7 @@ void get__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey, boolean e @DisplayName("Trace feedback, when api key is present, then return proper response") void feedback__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey, boolean expected) { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); mockTargetWorkspace(okApikey, workspaceName, WORKSPACE_ID); var trace = factory.manufacturePojo(Trace.class) @@ -404,7 +407,7 @@ void feedback__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey, bool void deleteFeedback__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey, boolean expected) { var trace = factory.manufacturePojo(Trace.class); - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); mockTargetWorkspace(okApikey, workspaceName, workspaceId); @@ -439,7 +442,7 @@ void deleteFeedback__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey void feedbackBatch__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey, boolean expected) { var trace = factory.manufacturePojo(Trace.class); - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); mockTargetWorkspace(okApikey, workspaceName, WORKSPACE_ID); @@ -798,7 +801,6 @@ void findWithUsage() { .map(span -> span.toBuilder() .projectName(projectName) .traceId(trace.id()) - .feedbackScores(null) .build())) .collect(Collectors.groupingBy(Span::traceId)); batchCreateSpansAndAssert( @@ -837,7 +839,6 @@ void findWithoutUsage() { .projectName(projectName) .traceId(trace.id()) .usage(null) - .feedbackScores(null) .build())) .toList(); batchCreateSpansAndAssert(spans, apiKey, workspaceName); @@ -850,9 +851,9 @@ void findWithoutUsage() { void getByProjectName__whenProjectNameIsNotEmpty__thenReturnTracesByProjectName() { var projectName = UUID.randomUUID().toString(); - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); @@ -891,10 +892,10 @@ void getByProjectName__whenProjectNameIsNotEmpty__thenReturnTracesByProjectName( @DisplayName("when project id is not empty, then return traces by project id") void getByProjectName__whenProjectIdIsNotEmpty__thenReturnTracesByProjectId() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var projectName = UUID.randomUUID().toString(); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); @@ -981,13 +982,13 @@ void getByProjectName__whenFilterWorkspaceName__thenReturnTracesFiltered() { @Test void getByProjectName__whenFilterIdAndNameEqual__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1020,13 +1021,13 @@ void getByProjectName__whenFilterIdAndNameEqual__thenReturnTracesFiltered() { @Test void getByProjectName__whenFilterNameEqual__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1053,13 +1054,13 @@ void getByProjectName__whenFilterNameEqual__thenReturnTracesFiltered() { @Test void getByProjectName__whenFilterNameStartsWith__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1086,13 +1087,13 @@ void getByProjectName__whenFilterNameStartsWith__thenReturnTracesFiltered() { @Test void getByProjectName__whenFilterNameEndsWith__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1119,13 +1120,13 @@ void getByProjectName__whenFilterNameEndsWith__thenReturnTracesFiltered() { @Test void getByProjectName__whenFilterNameContains__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1152,13 +1153,13 @@ void getByProjectName__whenFilterNameContains__thenReturnTracesFiltered() { @Test void getByProjectName__whenFilterNameNotContains__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traceName = generator.generate().toString(); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() @@ -1190,13 +1191,13 @@ void getByProjectName__whenFilterNameNotContains__thenReturnTracesFiltered() { @Test void getByProjectName__whenFilterStartTimeEqual__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1223,13 +1224,13 @@ void getByProjectName__whenFilterStartTimeEqual__thenReturnTracesFiltered() { @Test void getByProjectName__whenFilterStartTimeGreaterThan__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1260,13 +1261,13 @@ void getByProjectName__whenFilterStartTimeGreaterThan__thenReturnTracesFiltered( @Test void getByProjectName__whenFilterStartTimeGreaterThanEqual__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1297,13 +1298,13 @@ void getByProjectName__whenFilterStartTimeGreaterThanEqual__thenReturnTracesFilt @Test void getByProjectName__whenFilterStartTimeLessThan__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1334,13 +1335,13 @@ void getByProjectName__whenFilterStartTimeLessThan__thenReturnTracesFiltered() { @Test void getByProjectName__whenFilterStartTimeLessThanEqual__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1371,13 +1372,13 @@ void getByProjectName__whenFilterStartTimeLessThanEqual__thenReturnTracesFiltere @Test void getByProjectName__whenFilterEndTimeEqual__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1404,13 +1405,13 @@ void getByProjectName__whenFilterEndTimeEqual__thenReturnTracesFiltered() { @Test void getByProjectName__whenFilterInputEqual__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1437,13 +1438,13 @@ void getByProjectName__whenFilterInputEqual__thenReturnTracesFiltered() { @Test void getByProjectName__whenFilterOutputEqual__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1470,13 +1471,13 @@ void getByProjectName__whenFilterOutputEqual__thenReturnTracesFiltered() { @Test void getByProjectName__whenFilterMetadataEqualString__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1510,12 +1511,12 @@ void getByProjectName__whenFilterMetadataEqualString__thenReturnTracesFiltered() @Test void getByProjectName__whenFilterMetadataEqualNumber__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1549,13 +1550,13 @@ void getByProjectName__whenFilterMetadataEqualNumber__thenReturnTracesFiltered() @Test void getByProjectName__whenFilterMetadataEqualBoolean__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1590,13 +1591,13 @@ void getByProjectName__whenFilterMetadataEqualBoolean__thenReturnTracesFiltered( @Test void getByProjectName__whenFilterMetadataEqualNull__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1630,13 +1631,13 @@ void getByProjectName__whenFilterMetadataEqualNull__thenReturnTracesFiltered() { @Test void getByProjectName__whenFilterMetadataContainsString__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1670,13 +1671,13 @@ void getByProjectName__whenFilterMetadataContainsString__thenReturnTracesFiltere @Test void getByProjectName__whenFilterMetadataContainsNumber__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1710,13 +1711,13 @@ void getByProjectName__whenFilterMetadataContainsNumber__thenReturnTracesFiltere @Test void getByProjectName__whenFilterMetadataContainsBoolean__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1751,13 +1752,13 @@ void getByProjectName__whenFilterMetadataContainsBoolean__thenReturnTracesFilter @Test void getByProjectName__whenFilterMetadataContainsNull__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1791,13 +1792,13 @@ void getByProjectName__whenFilterMetadataContainsNull__thenReturnTracesFiltered( @Test void getByProjectName__whenFilterMetadataGreaterThanNumber__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1831,13 +1832,13 @@ void getByProjectName__whenFilterMetadataGreaterThanNumber__thenReturnTracesFilt @Test void getByProjectName__whenFilterMetadataGreaterThanString__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1867,13 +1868,13 @@ void getByProjectName__whenFilterMetadataGreaterThanString__thenReturnTracesFilt @Test void getByProjectName__whenFilterMetadataGreaterThanBoolean__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1903,13 +1904,13 @@ void getByProjectName__whenFilterMetadataGreaterThanBoolean__thenReturnTracesFil @Test void getByProjectName__whenFilterMetadataGreaterThanNull__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1939,13 +1940,13 @@ void getByProjectName__whenFilterMetadataGreaterThanNull__thenReturnTracesFilter @Test void getByProjectName__whenFilterMetadataLessThanNumber__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -1979,13 +1980,13 @@ void getByProjectName__whenFilterMetadataLessThanNumber__thenReturnTracesFiltere @Test void getByProjectName__whenFilterMetadataLessThanString__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -2015,13 +2016,13 @@ void getByProjectName__whenFilterMetadataLessThanString__thenReturnTracesFiltere @Test void getByProjectName__whenFilterMetadataLessThanBoolean__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -2051,13 +2052,13 @@ void getByProjectName__whenFilterMetadataLessThanBoolean__thenReturnTracesFilter @Test void getByProjectName__whenFilterMetadataLessThanNull__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -2087,13 +2088,13 @@ void getByProjectName__whenFilterMetadataLessThanNull__thenReturnTracesFiltered( @Test void getByProjectName__whenFilterTagsContains__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -2122,15 +2123,259 @@ void getByProjectName__whenFilterTagsContains__thenReturnTracesFiltered() { getAndAssertPage(workspaceName, projectName, filters, traces, expectedTraces, unexpectedTraces, apiKey); } + static Stream getByProjectName__whenFilterUsage__thenReturnTracesFiltered() { + return Stream.of( + arguments("completion_tokens", TraceField.USAGE_COMPLETION_TOKENS), + arguments("prompt_tokens", TraceField.USAGE_PROMPT_TOKENS), + arguments("total_tokens", TraceField.USAGE_TOTAL_TOKENS)); + } + + @ParameterizedTest + @MethodSource("getByProjectName__whenFilterUsage__thenReturnTracesFiltered") + void getByProjectName__whenFilterUsageEqual__thenReturnTracesFiltered(String usageKey, Field field) { + var workspaceName = RandomStringUtils.randomAlphanumeric(10); + var workspaceId = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); + mockTargetWorkspace(apiKey, workspaceName, workspaceId); + + var projectName = RandomStringUtils.randomAlphanumeric(10); + var otherUsageValue = RANDOM.nextInt(); + var usageValue = RANDOM.nextInt(); + var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class).stream() + .map(trace -> trace.toBuilder() + .projectName(projectName) + .usage(Map.of(usageKey, (long) otherUsageValue)) + .feedbackScores(null) + .build()) + .collect(Collectors.toList()); + traces.set(0, traces.getFirst().toBuilder() + .usage(Map.of(usageKey, (long) usageValue)) + .build()); + traces.forEach(trace -> create(trace, apiKey, workspaceName)); + + var traceIdToSpanMap = traces.stream() + .map(trace -> factory.manufacturePojo(Span.class).toBuilder() + .projectName(projectName) + .traceId(trace.id()) + .usage(Map.of(usageKey, otherUsageValue)) + .build()) + .collect(Collectors.toMap(Span::traceId, Function.identity())); + traceIdToSpanMap.put(traces.getFirst().id(), traceIdToSpanMap.get(traces.getFirst().id()).toBuilder() + .usage(Map.of(usageKey, usageValue)) + .build()); + batchCreateSpansAndAssert(traceIdToSpanMap.values().stream().toList(), apiKey, workspaceName); + + var expectedTraces = List.of(traces.getFirst()); + var unrelatedTraces = List.of(factory.manufacturePojo(Trace.class)); + unrelatedTraces.forEach(trace -> create(trace, apiKey, workspaceName)); + + var filters = List.of(TraceFilter.builder() + .field(field) + .operator(Operator.EQUAL) + .value(traces.getFirst().usage().get(usageKey).toString()) + .build()); + var unexpectedTraces = Stream.of(traces.subList(1, traces.size()), unrelatedTraces).flatMap(List::stream) + .toList(); + getAndAssertPage(workspaceName, projectName, filters, traces, expectedTraces, unexpectedTraces, apiKey); + } + + @ParameterizedTest + @MethodSource("getByProjectName__whenFilterUsage__thenReturnTracesFiltered") + void getByProjectName__whenFilterUsageGreaterThan__thenReturnTracesFiltered(String usageKey, Field field) { + var workspaceName = RandomStringUtils.randomAlphanumeric(10); + var workspaceId = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); + mockTargetWorkspace(apiKey, workspaceName, workspaceId); + + var projectName = RandomStringUtils.randomAlphanumeric(10); + var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class).stream() + .map(trace -> trace.toBuilder() + .projectName(projectName) + .usage(Map.of(usageKey, 123L)) + .feedbackScores(null) + .build()) + .collect(Collectors.toList()); + traces.set(0, traces.getFirst().toBuilder() + .usage(Map.of(usageKey, 456L)) + .build()); + traces.forEach(trace -> create(trace, apiKey, workspaceName)); + + var traceIdToSpanMap = traces.stream() + .map(trace -> factory.manufacturePojo(Span.class).toBuilder() + .projectName(projectName) + .traceId(trace.id()) + .usage(Map.of(usageKey, 123)) + .build()) + .collect(Collectors.toMap(Span::traceId, Function.identity())); + traceIdToSpanMap.put(traces.getFirst().id(), traceIdToSpanMap.get(traces.getFirst().id()).toBuilder() + .usage(Map.of(usageKey, 456)) + .build()); + batchCreateSpansAndAssert(traceIdToSpanMap.values().stream().toList(), apiKey, workspaceName); + + var expectedTraces = List.of(traces.getFirst()); + var unrelatedTraces = List.of(factory.manufacturePojo(Trace.class)); + unrelatedTraces.forEach(trace -> create(trace, apiKey, workspaceName)); + + var filters = List.of(TraceFilter.builder() + .field(field) + .operator(Operator.GREATER_THAN) + .value("123") + .build()); + var unexpectedTraces = Stream.of(traces.subList(1, traces.size()), unrelatedTraces).flatMap(List::stream) + .toList(); + getAndAssertPage(workspaceName, projectName, filters, traces, expectedTraces, unexpectedTraces, apiKey); + } + + @ParameterizedTest + @MethodSource("getByProjectName__whenFilterUsage__thenReturnTracesFiltered") + void getByProjectName__whenFilterUsageGreaterThanEqual__thenReturnTracesFiltered(String usageKey, Field field) { + var workspaceName = RandomStringUtils.randomAlphanumeric(10); + var workspaceId = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); + mockTargetWorkspace(apiKey, workspaceName, workspaceId); + + var projectName = RandomStringUtils.randomAlphanumeric(10); + var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class).stream() + .map(trace -> trace.toBuilder() + .projectName(projectName) + .usage(Map.of(usageKey, 123L)) + .feedbackScores(null) + .build()) + .collect(Collectors.toList()); + traces.set(0, traces.getFirst().toBuilder() + .usage(Map.of(usageKey, 456L)) + .build()); + traces.forEach(trace -> create(trace, apiKey, workspaceName)); + + var traceIdToSpanMap = traces.stream() + .map(trace -> factory.manufacturePojo(Span.class).toBuilder() + .projectName(projectName) + .traceId(trace.id()) + .usage(Map.of(usageKey, 123)) + .build()) + .collect(Collectors.toMap(Span::traceId, Function.identity())); + traceIdToSpanMap.put(traces.getFirst().id(), traceIdToSpanMap.get(traces.getFirst().id()).toBuilder() + .usage(Map.of(usageKey, 456)) + .build()); + batchCreateSpansAndAssert(traceIdToSpanMap.values().stream().toList(), apiKey, workspaceName); + + var expectedTraces = List.of(traces.getFirst()); + var unrelatedTraces = List.of(factory.manufacturePojo(Trace.class)); + unrelatedTraces.forEach(trace -> create(trace, apiKey, workspaceName)); + + var filters = List.of(TraceFilter.builder() + .field(field) + .operator(Operator.GREATER_THAN_EQUAL) + .value(traces.getFirst().usage().get(usageKey).toString()) + .build()); + var unexpectedTraces = Stream.of(traces.subList(1, traces.size()), unrelatedTraces).flatMap(List::stream) + .toList(); + getAndAssertPage(workspaceName, projectName, filters, traces, expectedTraces, unexpectedTraces, apiKey); + } + + @ParameterizedTest + @MethodSource("getByProjectName__whenFilterUsage__thenReturnTracesFiltered") + void getByProjectName__whenFilterUsageLessThan__thenReturnTracesFiltered(String usageKey, Field field) { + var workspaceName = RandomStringUtils.randomAlphanumeric(10); + var workspaceId = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); + mockTargetWorkspace(apiKey, workspaceName, workspaceId); + + var projectName = RandomStringUtils.randomAlphanumeric(10); + var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class).stream() + .map(trace -> trace.toBuilder() + .projectName(projectName) + .usage(Map.of(usageKey, 456L)) + .feedbackScores(null) + .build()) + .collect(Collectors.toList()); + traces.set(0, traces.getFirst().toBuilder() + .usage(Map.of(usageKey, 123L)) + .build()); + traces.forEach(trace -> create(trace, apiKey, workspaceName)); + + var traceIdToSpanMap = traces.stream() + .map(trace -> factory.manufacturePojo(Span.class).toBuilder() + .projectName(projectName) + .traceId(trace.id()) + .usage(Map.of(usageKey, 456)) + .build()) + .collect(Collectors.toMap(Span::traceId, Function.identity())); + traceIdToSpanMap.put(traces.getFirst().id(), traceIdToSpanMap.get(traces.getFirst().id()).toBuilder() + .usage(Map.of(usageKey, 123)) + .build()); + batchCreateSpansAndAssert(traceIdToSpanMap.values().stream().toList(), apiKey, workspaceName); + + var expectedTraces = List.of(traces.getFirst()); + var unrelatedTraces = List.of(factory.manufacturePojo(Trace.class)); + unrelatedTraces.forEach(trace -> create(trace, apiKey, workspaceName)); + + var filters = List.of(TraceFilter.builder() + .field(field) + .operator(Operator.LESS_THAN) + .value("456") + .build()); + var unexpectedTraces = Stream.of(traces.subList(1, traces.size()), unrelatedTraces).flatMap(List::stream) + .toList(); + getAndAssertPage(workspaceName, projectName, filters, traces, expectedTraces, unexpectedTraces, apiKey); + } + + @ParameterizedTest + @MethodSource("getByProjectName__whenFilterUsage__thenReturnTracesFiltered") + void getByProjectName__whenFilterUsageLessThanEqual__thenReturnTracesFiltered(String usageKey, Field field) { + var workspaceName = RandomStringUtils.randomAlphanumeric(10); + var workspaceId = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); + mockTargetWorkspace(apiKey, workspaceName, workspaceId); + + var projectName = RandomStringUtils.randomAlphanumeric(10); + var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class).stream() + .map(trace -> trace.toBuilder() + .projectName(projectName) + .usage(Map.of(usageKey, 456L)) + .feedbackScores(null) + .build()) + .collect(Collectors.toList()); + traces.set(0, traces.getFirst().toBuilder() + .usage(Map.of(usageKey, 123L)) + .build()); + traces.forEach(trace -> create(trace, apiKey, workspaceName)); + + var traceIdToSpanMap = traces.stream() + .map(trace -> factory.manufacturePojo(Span.class).toBuilder() + .projectName(projectName) + .traceId(trace.id()) + .usage(Map.of(usageKey, 456)) + .build()) + .collect(Collectors.toMap(Span::traceId, Function.identity())); + traceIdToSpanMap.put(traces.getFirst().id(), traceIdToSpanMap.get(traces.getFirst().id()).toBuilder() + .usage(Map.of(usageKey, 123)) + .build()); + batchCreateSpansAndAssert(traceIdToSpanMap.values().stream().toList(), apiKey, workspaceName); + + var expectedTraces = List.of(traces.getFirst()); + var unrelatedTraces = List.of(factory.manufacturePojo(Trace.class)); + unrelatedTraces.forEach(trace -> create(trace, apiKey, workspaceName)); + + var filters = List.of(TraceFilter.builder() + .field(field) + .operator(Operator.LESS_THAN_EQUAL) + .value(traces.getFirst().usage().get(usageKey).toString()) + .build()); + var unexpectedTraces = Stream.of(traces.subList(1, traces.size()), unrelatedTraces).flatMap(List::stream) + .toList(); + getAndAssertPage(workspaceName, projectName, filters, traces, expectedTraces, unexpectedTraces, apiKey); + } + @Test void getByProjectName__whenFilterFeedbackScoresEqual__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -2178,13 +2423,13 @@ void getByProjectName__whenFilterFeedbackScoresEqual__thenReturnTracesFiltered() @Test void getByProjectName__whenFilterFeedbackScoresGreaterThan__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -2230,13 +2475,13 @@ void getByProjectName__whenFilterFeedbackScoresGreaterThan__thenReturnTracesFilt @Test void getByProjectName__whenFilterFeedbackScoresGreaterThanEqual__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -2277,13 +2522,13 @@ void getByProjectName__whenFilterFeedbackScoresGreaterThanEqual__thenReturnTrace @Test void getByProjectName__whenFilterFeedbackScoresLessThan__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -2325,13 +2570,13 @@ void getByProjectName__whenFilterFeedbackScoresLessThan__thenReturnTracesFiltere @Test void getByProjectName__whenFilterFeedbackScoresLessThanEqual__thenReturnTracesFiltered() { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) .stream() .map(trace -> trace.toBuilder() @@ -2370,47 +2615,6 @@ void getByProjectName__whenFilterFeedbackScoresLessThanEqual__thenReturnTracesFi getAndAssertPage(workspaceName, projectName, filters, traces, expectedTraces, unexpectedTraces, apiKey); } - static Stream getByProjectName__whenFilterInvalidQueryParam__thenReturn400() { - return Stream.of( - TraceFilter.builder() - .field(SpanField.USAGE_COMPLETION_TOKENS) - .operator(Operator.EQUAL) - .value(RandomStringUtils.randomNumeric(7)) - .build(), - TraceFilter.builder() - .field(SpanField.USAGE_PROMPT_TOKENS) - .operator(Operator.EQUAL) - .value(RandomStringUtils.randomNumeric(7)) - .build(), - TraceFilter.builder() - .field(SpanField.USAGE_TOTAL_TOKENS) - .operator(Operator.EQUAL) - .value(RandomStringUtils.randomNumeric(7)) - .build()); - } - - @ParameterizedTest - @MethodSource - void getByProjectName__whenFilterInvalidQueryParam__thenReturn400(Filter filter) { - - var filters = List.of(filter); - var expectedError = new io.dropwizard.jersey.errors.ErrorMessage( - 400, "Invalid filters query parameter '%s'".formatted(JsonUtils.writeValueAsString(filters))); - var projectName = generator.generate().toString(); - var actualResponse = client.target(URL_TEMPLATE.formatted(baseURI)) - .queryParam("project_name", projectName) - .queryParam("filters", toURLEncodedQueryParam(filters)) - .request() - .header(HttpHeaders.AUTHORIZATION, API_KEY) - .header(WORKSPACE_HEADER, TEST_WORKSPACE) - .get(); - - assertThat(actualResponse.getStatusInfo().getStatusCode()).isEqualTo(400); - - var actualError = actualResponse.readEntity(io.dropwizard.jersey.errors.ErrorMessage.class); - assertThat(actualError).isEqualTo(expectedError); - } - static Stream getByProjectName__whenFilterInvalidOperatorForFieldType__thenReturn400() { return Stream.of( TraceFilter.builder() @@ -2630,7 +2834,7 @@ void getByProjectName__whenFilterInvalidOperatorForFieldType__thenReturn400(Filt filter.operator().getQueryParamOperator(), filter.field().getQueryParamField(), filter.field().getType())); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var filters = List.of(filter); var actualResponse = client.target(URL_TEMPLATE.formatted(baseURI)) .queryParam("project_name", projectName) @@ -2712,9 +2916,9 @@ static Stream getByProjectName__whenFilterInvalidValueOrKeyForFieldType_ @ParameterizedTest @MethodSource void getByProjectName__whenFilterInvalidValueOrKeyForFieldType__thenReturn400(Filter filter) { - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); - String apiKey = UUID.randomUUID().toString(); + var apiKey = UUID.randomUUID().toString(); mockTargetWorkspace(apiKey, workspaceName, workspaceId); @@ -2725,7 +2929,7 @@ void getByProjectName__whenFilterInvalidValueOrKeyForFieldType__thenReturn400(Fi filter.key(), filter.field().getQueryParamField(), filter.field().getType())); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var filters = List.of(filter); var actualResponse = client.target(URL_TEMPLATE.formatted(baseURI)) .queryParam("workspace_name", workspaceName) @@ -2742,6 +2946,7 @@ void getByProjectName__whenFilterInvalidValueOrKeyForFieldType__thenReturn400(Fi assertThat(actualError).isEqualTo(expectedError); } } + private void getAndAssertPage(String workspaceName, String projectName, List filters, List traces, List expectedTraces, List unexpectedTraces, String apiKey) { @@ -3120,7 +3325,7 @@ void createTrace() { @Test @DisplayName("when creating traces with different workspaces names, then return created traces") void create__whenCreatingTracesWithDifferentWorkspacesNames__thenReturnCreatedTraces() { - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var trace1 = factory.manufacturePojo(Trace.class) .toBuilder() @@ -3163,7 +3368,7 @@ void createWithMissingId() { void create__whenProjectDoesNotExist__thenAcceptAndCreateProject() { var workspaceName = generator.generate().toString(); - var projectName = generator.generate().toString(); + var projectName = RandomStringUtils.randomAlphanumeric(10); var trace = factory.manufacturePojo(Trace.class).toBuilder() .projectName(projectName) .build(); @@ -4448,7 +4653,7 @@ void feedback() { @DisplayName("when workspace is specified, then return no content") void feedback__whenWorkspaceIsSpecified__thenReturnNoContent() { var projectName = UUID.randomUUID().toString(); - var workspaceName = UUID.randomUUID().toString(); + var workspaceName = RandomStringUtils.randomAlphanumeric(10); var workspaceId = UUID.randomUUID().toString(); var apiKey = UUID.randomUUID().toString(); @@ -4739,7 +4944,7 @@ private int setupTracesForWorkspace(String workspaceName, String workspaceId, St .build()) .toList(); - traces.forEach(trace -> TracesResourceTest.this.create(trace, okApikey, workspaceName)); + traces.forEach(trace -> create(trace, okApikey, workspaceName)); return traces.size(); } diff --git a/apps/opik-backend/src/test/java/com/comet/opik/utils/ValidationUtilsTest.java b/apps/opik-backend/src/test/java/com/comet/opik/utils/ValidationUtilsTest.java index f0b2f978c8..e3b2c6c247 100644 --- a/apps/opik-backend/src/test/java/com/comet/opik/utils/ValidationUtilsTest.java +++ b/apps/opik-backend/src/test/java/com/comet/opik/utils/ValidationUtilsTest.java @@ -17,8 +17,7 @@ public static Stream testNullOrNotBlank() { Arguments.of("\n", false), Arguments.of("a", true), Arguments.of(" a ", true), - Arguments.of("\n a \n", true) - ); + Arguments.of("\n a \n", true)); } @ParameterizedTest From 9d0190a8b7f318717a59d9e0067cdd7947bd501e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jacques=20Verr=C3=A9?= Date: Mon, 7 Oct 2024 12:49:22 +0100 Subject: [PATCH 02/12] Documentation updates (#356) * Documentation updates * Fix typo in docs --- .../cookbook/evaluate_hallucination_metric.md | 4 +- .../cookbook/evaluate_moderation_metric.md | 4 +- .../docs/cookbook/langchain.ipynb | 2 +- .../documentation/docs/cookbook/langchain.md | 4 +- .../docs/cookbook/llama-index.md | 4 +- .../documentation/docs/cookbook/openai.md | 4 +- .../documentation/docs/cookbook/ragas.md | 4 +- .../evaluation/metrics/heuristic_metrics.md | 30 +++----- .../docs/tracing/annotate_traces.md | 2 +- .../docs/tracing/integrations/_category_.json | 4 +- .../docs/tracing/log_distributed_traces.md | 2 +- .../docs/tracing/log_multimodal_traces.md | 70 ++++++++++++++++++ .../documentation/sidebars.ts | 2 +- .../static/img/tracing/image_trace.png | Bin 0 -> 926097 bytes 14 files changed, 98 insertions(+), 38 deletions(-) create mode 100644 apps/opik-documentation/documentation/docs/tracing/log_multimodal_traces.md create mode 100644 apps/opik-documentation/documentation/static/img/tracing/image_trace.png diff --git a/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.md b/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.md index a7943da62a..91f454040e 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.md +++ b/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.md @@ -4,9 +4,9 @@ For this guide we will be evaluating the Hallucination metric included in the LL ## Creating an account on Comet.com -[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_hall) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_hall) and grab you API Key. +[Comet](https://www.comet.com/site/?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_hall&utm_campaign=opik) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_hall&utm_campaign=opik) and grab you API Key. -> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_hall) for more information. +> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_hall&utm_campaign=opik) for more information. ```python diff --git a/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.md b/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.md index 964d16954e..4d083c42dd 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.md +++ b/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.md @@ -4,9 +4,9 @@ For this guide we will be evaluating the Moderation metric included in the LLM E ## Creating an account on Comet.com -[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_mod) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_mod) and grab you API Key. +[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_mod&utm_campaign=opik) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup/?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_mod&utm_campaign=opik) and grab you API Key. -> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_mod) for more information. +> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_mod&utm_campaign=opik) for more information. ```python diff --git a/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb b/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb index a9b38dce93..ea86acd224 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb +++ b/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb @@ -207,7 +207,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Automatting the evaluation\n", + "## Automating the evaluation\n", "\n", "In order to ensure our LLM application is working correctly, we will test it on our synthetic dataset.\n", "\n", diff --git a/apps/opik-documentation/documentation/docs/cookbook/langchain.md b/apps/opik-documentation/documentation/docs/cookbook/langchain.md index 279b29c5dd..aeaa03c706 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/langchain.md +++ b/apps/opik-documentation/documentation/docs/cookbook/langchain.md @@ -10,9 +10,9 @@ We will highlight three different parts of the workflow: ## Creating an account on Comet.com -[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=langchain) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=langchain) and grab you API Key. +[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=langchain&utm_campaign=opik) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=langchain&utm_campaign=opik) and grab you API Key. -> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=langchain) for more information. +> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=langchain&utm_campaign=opik) for more information. ```python diff --git a/apps/opik-documentation/documentation/docs/cookbook/llama-index.md b/apps/opik-documentation/documentation/docs/cookbook/llama-index.md index 65e13ada55..cb0ddacb77 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/llama-index.md +++ b/apps/opik-documentation/documentation/docs/cookbook/llama-index.md @@ -12,9 +12,9 @@ For this guide we will be downloading the essays from Paul Graham and use them a ## Creating an account on Comet.com -[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=llamaindex) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=llamaindex) and grab you API Key. +[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=llamaindex&utm_campaign=opik) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&=opik&utm_medium=colab&utm_content=llamaindex&utm_campaign=opik) and grab you API Key. -> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=llamaindex) for more information. +> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=llamaindex&utm_campaign=opik) for more information. ```python diff --git a/apps/opik-documentation/documentation/docs/cookbook/openai.md b/apps/opik-documentation/documentation/docs/cookbook/openai.md index 9a0c9a47a4..91909f57e9 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/openai.md +++ b/apps/opik-documentation/documentation/docs/cookbook/openai.md @@ -5,9 +5,9 @@ Opik integrates with OpenAI to provide a simple way to log traces for all OpenAI ## Creating an account on Comet.com -[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=openai) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=openai) and grab you API Key. +[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=openai&utm_campaign=opik) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=openai&utm_campaign=opik) and grab you API Key. -> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=openai) for more information. +> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=openai&utm_campaign=opik) for more information. ```python diff --git a/apps/opik-documentation/documentation/docs/cookbook/ragas.md b/apps/opik-documentation/documentation/docs/cookbook/ragas.md index 2395be865c..7815ed84fd 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/ragas.md +++ b/apps/opik-documentation/documentation/docs/cookbook/ragas.md @@ -9,9 +9,9 @@ There are two main ways to use Opik with Ragas: ## Creating an account on Comet.com -[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=openai) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=ragas) and grab you API Key. +[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=ragas&utm_campaign=opik) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=ragas&utm_campaign=opik) and grab you API Key. -> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=ragas) for more information. +> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=ragas&utm_campaign=opik) for more information. ```python diff --git a/apps/opik-documentation/documentation/docs/evaluation/metrics/heuristic_metrics.md b/apps/opik-documentation/documentation/docs/evaluation/metrics/heuristic_metrics.md index 0cb57cf6f4..57ee6a8b08 100644 --- a/apps/opik-documentation/documentation/docs/evaluation/metrics/heuristic_metrics.md +++ b/apps/opik-documentation/documentation/docs/evaluation/metrics/heuristic_metrics.md @@ -25,9 +25,9 @@ You can score an LLM response by first initializing the metrics and then calling ```python from opik.evaluation.metrics import Contains -metric = Contains("hello", case_sensitive=True) +metric = Contains(name="contains_hello", case_sensitive=True) -score = metric.score("Hello world !") +score = metric.score(output="Hello world !", reference="Hello") print(score) ``` @@ -41,12 +41,9 @@ The `Equals` metric can be used to check if the output of an LLM exactly matches ```python from opik.evaluation.metrics import Equals -metric = Equals( - name="checks_equals_hello", - searched_value="hello", -) +metric = Equals() -score = metric.score("Hello world !") +score = metric.score(output="Hello world !", reference="Hello, world !") print(score) ``` @@ -57,13 +54,9 @@ The `Contains` metric can be used to check if the output of an LLM contains a sp ```python from opik.evaluation.metrics import Contains -metric = Contains( - name="checks_contains_hello", - searched_value="hello", - case_sensitive=False, -) +metric = Contains(case_sensitive=False) -score = metric.score("Hello world !") +score = metric.score(output="Hello world !", reference="Hello") print(score) ``` @@ -74,10 +67,7 @@ The `RegexMatch` metric can be used to check if the output of an LLM matches a s ```python from opik.evaluation.metrics import RegexMatch -metric = RegexMatch( - name="checks_regex_match", - regex_pattern="^[a-zA-Z0-9]+$", -) +metric = RegexMatch(regex="^[a-zA-Z0-9]+$") score = metric.score("Hello world !") print(score) @@ -92,7 +82,7 @@ from opik.evaluation.metrics import IsJson metric = IsJson(name="is_json_metric") -score = metric.score('{"key": "some_valid_sql"}') +score = metric.score(output='{"key": "some_valid_sql"}') print(score) ``` @@ -103,8 +93,8 @@ The `LevenshteinRatio` metric can be used to check if the output of an LLM is va ```python from opik.evaluation.metrics import LevenshteinRatio -metric = LevenshteinRatio(name="levenshtein_ratio_metric", searched_value="hello") +metric = LevenshteinRatio() -score = metric.score("Hello world !") +score = metric.score(output="Hello world !", reference="hello") print(score) ``` diff --git a/apps/opik-documentation/documentation/docs/tracing/annotate_traces.md b/apps/opik-documentation/documentation/docs/tracing/annotate_traces.md index be2b1bd60c..515e53be9a 100644 --- a/apps/opik-documentation/documentation/docs/tracing/annotate_traces.md +++ b/apps/opik-documentation/documentation/docs/tracing/annotate_traces.md @@ -1,5 +1,5 @@ --- -sidebar_position: 3 +sidebar_position: 4 sidebar_label: Annotate Traces --- diff --git a/apps/opik-documentation/documentation/docs/tracing/integrations/_category_.json b/apps/opik-documentation/documentation/docs/tracing/integrations/_category_.json index 3a7d438396..2144e30289 100644 --- a/apps/opik-documentation/documentation/docs/tracing/integrations/_category_.json +++ b/apps/opik-documentation/documentation/docs/tracing/integrations/_category_.json @@ -1,7 +1,7 @@ { "label": "Integrations", - "position": 6, + "position": 5, "link": { "type": "generated-index" } - } \ No newline at end of file + } diff --git a/apps/opik-documentation/documentation/docs/tracing/log_distributed_traces.md b/apps/opik-documentation/documentation/docs/tracing/log_distributed_traces.md index 92cca0bd79..c0dbddc72f 100644 --- a/apps/opik-documentation/documentation/docs/tracing/log_distributed_traces.md +++ b/apps/opik-documentation/documentation/docs/tracing/log_distributed_traces.md @@ -1,5 +1,5 @@ --- -sidebar_position: 2 +sidebar_position: 3 sidebar_label: Log Distributed Traces --- diff --git a/apps/opik-documentation/documentation/docs/tracing/log_multimodal_traces.md b/apps/opik-documentation/documentation/docs/tracing/log_multimodal_traces.md new file mode 100644 index 0000000000..5e7678947b --- /dev/null +++ b/apps/opik-documentation/documentation/docs/tracing/log_multimodal_traces.md @@ -0,0 +1,70 @@ +--- +sidebar_position: 2 +sidebar_label: Log Multimodal Traces +toc_min_heading_level: 2 +toc_max_heading_level: 4 +--- + +# Log Multimodal Traces + +Opik supports multimodal traces allowing you to track not just the text input and output of your LLM, but also images. + +![Traces with OpenAI](/img/tracing/image_trace.png) + +## Log a trace with an image using OpenAI SDK + +As long as your trace input or output follows the OpenAI format, images will automatically be detected and rendered in the Opik UI. + +We recommend that you use the [`track_openai`](/python-sdk-reference/integrations/openai/track_openai.html) wrapper to ensure the OpenAI API call is traced correctly: + +```python +from opik.integrations.openai import track_openai +from openai import OpenAI + +# Create the OpenAI client and enable Opik tracing +client = track_openai(OpenAI()) + +response = client.chat.completions.create( + model="gpt-4o-mini", + messages=[ + { + "role": "user", + "content": [ + {"type": "text", "text": "What’s in this image?"}, + { + "type": "image_url", + "image_url": { + "url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg", + }, + }, + ], + } + ], + max_tokens=300, +) + +print(response.choices[0]) +``` + +## Manually logging images + +If you are not using the OpenAI SDK, you can still log images to the platform. The UI will automatically detect the image and display it if the input field has a `message` attribute that follows the OpenAI format: + +```json +{ + "messages": [ + ..., + { + "type": "image_url", + "image_url": { + "url": "" + } + } + ], + ... +} +``` + +:::tip +Let's us know on [Github](https://github.com/comet-ml/opik/issues/new/choose) if you would like to us to support additional image formats or models. +::: diff --git a/apps/opik-documentation/documentation/sidebars.ts b/apps/opik-documentation/documentation/sidebars.ts index 7f1f988dcd..8a2a98e822 100644 --- a/apps/opik-documentation/documentation/sidebars.ts +++ b/apps/opik-documentation/documentation/sidebars.ts @@ -25,7 +25,7 @@ const sidebars: SidebarsConfig = { type: 'category', label: 'Tracing', collapsed: false, - items: ['tracing/log_traces', 'tracing/log_distributed_traces', 'tracing/annotate_traces', { + items: ['tracing/log_traces', 'tracing/log_multimodal_traces', 'tracing/log_distributed_traces', 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b4b57d1bfe7df27192df600a5c916677f385c50a Mon Sep 17 00:00:00 2001 From: Thiago dos Santos Hora Date: Mon, 7 Oct 2024 14:47:48 +0200 Subject: [PATCH 03/12] [OPIK-210] Fix NPE in batch endpoint when project name is null (#351) --- .../com/comet/opik/domain/SpanService.java | 6 ++--- .../java/com/comet/opik/domain/TraceDAO.java | 8 +++--- .../com/comet/opik/domain/TraceService.java | 8 +++--- .../utils/ClickHouseContainerUtils.java | 6 ++++- .../v1/internal/UsageResourceTest.java | 12 ++++----- .../resources/v1/priv/SpansResourceTest.java | 24 +++++++++++++++++ .../resources/v1/priv/TracesResourceTest.java | 27 +++++++++++++++++-- 7 files changed, 69 insertions(+), 22 deletions(-) diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/SpanService.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/SpanService.java index 315f20eee9..648708b59d 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/SpanService.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/SpanService.java @@ -262,11 +262,12 @@ public Mono create(@NonNull SpanBatch batch) { List projectNames = batch.spans() .stream() .map(Span::projectName) + .map(WorkspaceUtils::getProjectName) .distinct() .toList(); Mono> resolveProjects = Flux.fromIterable(projectNames) - .flatMap(this::resolveProject) + .flatMap(this::getOrCreateProject) .collectList() .map(projects -> bindSpanToProjectAndId(batch, projects)) .subscribeOn(Schedulers.boundedElastic()); @@ -293,7 +294,4 @@ private List bindSpanToProjectAndId(SpanBatch batch, List project .toList(); } - private Mono resolveProject(String projectName) { - return getOrCreateProject(WorkspaceUtils.getProjectName(projectName)); - } } diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java index 38994473b3..275a5f8f9e 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java @@ -1,7 +1,6 @@ package com.comet.opik.domain; import com.comet.opik.api.Trace; -import com.comet.opik.api.TraceCountResponse; import com.comet.opik.api.TraceSearchCriteria; import com.comet.opik.api.TraceUpdate; import com.comet.opik.domain.filter.FilterQueryBuilder; @@ -36,6 +35,7 @@ import java.util.stream.Collectors; import static com.comet.opik.api.Trace.TracePage; +import static com.comet.opik.api.TraceCountResponse.WorkspaceTraceCount; import static com.comet.opik.domain.AsyncContextUtils.bindUserNameAndWorkspaceContext; import static com.comet.opik.domain.AsyncContextUtils.bindWorkspaceIdToFlux; import static com.comet.opik.domain.AsyncContextUtils.bindWorkspaceIdToMono; @@ -67,7 +67,7 @@ interface TraceDAO { Mono batchInsert(List traces, Connection connection); - Flux countTracesPerWorkspace(Connection connection); + Flux countTracesPerWorkspace(Connection connection); } @Slf4j @@ -877,12 +877,12 @@ private String getOrDefault(JsonNode value) { } @com.newrelic.api.agent.Trace(dispatcher = true) - public Flux countTracesPerWorkspace(Connection connection) { + public Flux countTracesPerWorkspace(Connection connection) { var statement = connection.createStatement(TRACE_COUNT_BY_WORKSPACE_ID); return Mono.from(statement.execute()) - .flatMapMany(result -> result.map((row, rowMetadata) -> TraceCountResponse.WorkspaceTraceCount.builder() + .flatMapMany(result -> result.map((row, rowMetadata) -> WorkspaceTraceCount.builder() .workspace(row.get("workspace_id", String.class)) .traceCount(row.get("trace_count", Integer.class)).build())); } diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceService.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceService.java index 1b2ab35dab..ac03ca7b34 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceService.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceService.java @@ -101,11 +101,12 @@ public Mono create(TraceBatch batch) { List projectNames = batch.traces() .stream() .map(Trace::projectName) + .map(WorkspaceUtils::getProjectName) .distinct() .toList(); Mono> resolveProjects = Flux.fromIterable(projectNames) - .flatMap(this::resolveProject) + .flatMap(this::getOrCreateProject) .collectList() .map(projects -> bindTraceToProjectAndId(batch, projects)) .subscribeOn(Schedulers.boundedElastic()); @@ -132,10 +133,6 @@ private List bindTraceToProjectAndId(TraceBatch batch, List proj .toList(); } - private Mono resolveProject(String projectName) { - return getOrCreateProject(WorkspaceUtils.getProjectName(projectName)); - } - private Mono insertTrace(Trace newTrace, Project project, UUID id) { //TODO: refactor to implement proper conflict resolution return template.nonTransaction(connection -> dao.findById(id, connection)) @@ -327,6 +324,7 @@ public Mono validateTraceWorkspace(@NonNull String workspaceId, @NonNul } @Override + @com.newrelic.api.agent.Trace(dispatcher = true) public Mono countTracesPerWorkspace() { return template.stream(dao::countTracesPerWorkspace) .collectList() diff --git a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/utils/ClickHouseContainerUtils.java b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/utils/ClickHouseContainerUtils.java index 122dc0eed6..9282783960 100644 --- a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/utils/ClickHouseContainerUtils.java +++ b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/utils/ClickHouseContainerUtils.java @@ -12,10 +12,14 @@ public class ClickHouseContainerUtils { public static final String DATABASE_NAME_VARIABLE = "ANALYTICS_DB_DATABASE_NAME"; public static ClickHouseContainer newClickHouseContainer() { + return newClickHouseContainer(true); + } + + public static ClickHouseContainer newClickHouseContainer(boolean reusable) { // TODO: Use non-deprecated ClickHouseContainer: https://github.com/comet-ml/opik/issues/58 return new ClickHouseContainer( DockerImageName.parse("clickhouse/clickhouse-server:24.3.8.13-alpine")) - .withReuse(true); + .withReuse(reusable); } public static DatabaseAnalyticsFactory newDatabaseAnalyticsFactory(ClickHouseContainer clickHouseContainer, diff --git a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/internal/UsageResourceTest.java b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/internal/UsageResourceTest.java index 78e22c95ec..864d7b462c 100644 --- a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/internal/UsageResourceTest.java +++ b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/internal/UsageResourceTest.java @@ -55,7 +55,7 @@ public class UsageResourceTest { private static final MySQLContainer MYSQL_CONTAINER = MySQLContainerUtils.newMySQLContainer(); - private static final ClickHouseContainer CLICK_HOUSE_CONTAINER = ClickHouseContainerUtils.newClickHouseContainer(); + private static final ClickHouseContainer CLICK_HOUSE_CONTAINER = ClickHouseContainerUtils.newClickHouseContainer(false); @RegisterExtension private static final TestDropwizardAppExtension app; @@ -134,21 +134,21 @@ void tracesCountForWorkspace() { // Setup second workspace with traces, but leave created_at date set to today, so traces do not end up in the pool var workspaceNameForToday = UUID.randomUUID().toString(); var workspaceIdForToday = UUID.randomUUID().toString(); - setupTracesForWorkspace(workspaceNameForToday, workspaceIdForToday, okApikey); + var apikey = UUID.randomUUID().toString(); + + setupTracesForWorkspace(workspaceNameForToday, workspaceIdForToday, apikey); try (var actualResponse = client.target(USAGE_RESOURCE_URL_TEMPLATE.formatted(baseURI)) .path("/workspace-trace-counts") .request() - .header(HttpHeaders.AUTHORIZATION, okApikey) - .header(WORKSPACE_HEADER, workspaceName) .get()) { assertThat(actualResponse.getStatusInfo().getStatusCode()).isEqualTo(200); assertThat(actualResponse.hasEntity()).isTrue(); var response = actualResponse.readEntity(TraceCountResponse.class); - assertThat(response.workspacesTracesCount().size()).isEqualTo(1); - assertThat(response.workspacesTracesCount().get(0)) + assertThat(response.workspacesTracesCount()).hasSize(1); + assertThat(response.workspacesTracesCount().getFirst()) .isEqualTo(new TraceCountResponse.WorkspaceTraceCount(workspaceId, tracesCount)); } } diff --git a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/SpansResourceTest.java b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/SpansResourceTest.java index ecc0b11279..2d5640ad40 100644 --- a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/SpansResourceTest.java +++ b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/SpansResourceTest.java @@ -3231,6 +3231,30 @@ void batch__whenCreateSpans__thenReturnNoContent() { API_KEY); } + @Test + void batch__whenSpansProjectNameIsNull__thenUserDefaultProjectAndReturnNoContent() { + + String apiKey = UUID.randomUUID().toString(); + String workspaceName = UUID.randomUUID().toString(); + String workspaceId = UUID.randomUUID().toString(); + + mockTargetWorkspace(apiKey, workspaceName, workspaceId); + + var expectedSpans = PodamFactoryUtils.manufacturePojoList(podamFactory, Span.class).stream() + .map(trace -> trace.toBuilder() + .projectName(null) + .endTime(null) + .usage(null) + .feedbackScores(null) + .build()) + .toList(); + + batchCreateAndAssert(expectedSpans, apiKey, workspaceName); + + getAndAssertPage(workspaceName, DEFAULT_PROJECT, List.of(), List.of(), expectedSpans.reversed(), List.of(), + apiKey); + } + @Test void batch__whenSendingMultipleSpansWithSameId__thenReturn422() { var expectedSpans = List.of(podamFactory.manufacturePojo(Span.class).toBuilder() diff --git a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/TracesResourceTest.java b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/TracesResourceTest.java index 4a7d72f5d9..48d12ebc55 100644 --- a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/TracesResourceTest.java +++ b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/TracesResourceTest.java @@ -3434,12 +3434,11 @@ void batch__whenCreateTraces__thenReturnNoContent() { var projectName = UUID.randomUUID().toString(); - var projectId = createProject(projectName, TEST_WORKSPACE, API_KEY); + createProject(projectName, TEST_WORKSPACE, API_KEY); var expectedTraces = IntStream.range(0, 1000) .mapToObj(i -> factory.manufacturePojo(Trace.class).toBuilder() .projectName(projectName) - .projectId(projectId) .endTime(null) .usage(null) .feedbackScores(null) @@ -3452,6 +3451,30 @@ void batch__whenCreateTraces__thenReturnNoContent() { API_KEY); } + @Test + void batch__whenTraceProjectNameIsNull__thenUserDefaultProjectAndReturnNoContent() { + + String apiKey = UUID.randomUUID().toString(); + String workspaceName = UUID.randomUUID().toString(); + String workspaceId = UUID.randomUUID().toString(); + + mockTargetWorkspace(apiKey, workspaceName, workspaceId); + + var expectedTraces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class).stream() + .map(trace -> trace.toBuilder() + .projectName(null) + .endTime(null) + .usage(null) + .feedbackScores(null) + .build()) + .toList(); + + batchCreateTracesAndAssert(expectedTraces, apiKey, workspaceName); + + getAndAssertPage(workspaceName, DEFAULT_PROJECT, List.of(), List.of(), expectedTraces.reversed(), List.of(), + apiKey); + } + @Test void batch__whenSendingMultipleTracesWithSameId__thenReturn422() { var trace = factory.manufacturePojo(Trace.class).toBuilder() From e95988dfbb1d63530fe74c0ce71b7dfd9fae03e8 Mon Sep 17 00:00:00 2001 From: Thiago dos Santos Hora Date: Mon, 7 Oct 2024 15:04:47 +0200 Subject: [PATCH 04/12] [OPIK-138] Add last updated trace at field (#342) * [OPIK-138] Add last updated trace at field * Fix tests --- .../main/java/com/comet/opik/api/Project.java | 9 +- .../com/comet/opik/domain/DatasetItemDAO.java | 4 +- .../com/comet/opik/domain/DatasetService.java | 4 +- .../domain/FeedbackDefinitionService.java | 4 +- .../opik/domain/FeedbackScoreService.java | 8 +- .../com/comet/opik/domain/ProjectService.java | 64 +++++-- .../java/com/comet/opik/domain/TraceDAO.java | 36 ++++ .../com/comet/opik/domain/TraceService.java | 4 +- .../infrastructure/bi/UsageReportService.java | 4 +- .../db/ClickHouseHealthyCheck.java | 2 +- .../db/DatabaseAnalyticsModule.java | 4 +- ...ate.java => TransactionTemplateAsync.java} | 4 +- .../v1/internal/UsageResourceTest.java | 6 +- .../v1/priv/ProjectsResourceTest.java | 156 ++++++++++++++++-- .../opik/domain/TraceServiceImplTest.java | 9 +- 15 files changed, 269 insertions(+), 49 deletions(-) rename apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/{TransactionTemplate.java => TransactionTemplateAsync.java} (90%) diff --git a/apps/opik-backend/src/main/java/com/comet/opik/api/Project.java b/apps/opik-backend/src/main/java/com/comet/opik/api/Project.java index a0479bcad6..a3f98e0614 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/api/Project.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/api/Project.java @@ -5,6 +5,7 @@ import com.fasterxml.jackson.databind.PropertyNamingStrategies; import com.fasterxml.jackson.databind.annotation.JsonNaming; import io.swagger.v3.oas.annotations.media.Schema; +import jakarta.annotation.Nullable; import jakarta.validation.constraints.NotBlank; import jakarta.validation.constraints.Pattern; import lombok.Builder; @@ -29,7 +30,9 @@ public record Project( @JsonView({Project.View.Public.class}) @Schema(accessMode = Schema.AccessMode.READ_ONLY) Instant createdAt, @JsonView({Project.View.Public.class}) @Schema(accessMode = Schema.AccessMode.READ_ONLY) String createdBy, @JsonView({Project.View.Public.class}) @Schema(accessMode = Schema.AccessMode.READ_ONLY) Instant lastUpdatedAt, - @JsonView({Project.View.Public.class}) @Schema(accessMode = Schema.AccessMode.READ_ONLY) String lastUpdatedBy){ + @JsonView({Project.View.Public.class}) @Schema(accessMode = Schema.AccessMode.READ_ONLY) String lastUpdatedBy, + @JsonView({ + Project.View.Public.class}) @Schema(accessMode = Schema.AccessMode.READ_ONLY) @Nullable Instant lastUpdatedTraceAt){ public static class View { public static class Write { @@ -47,5 +50,9 @@ public record ProjectPage( @JsonView({Project.View.Public.class}) List content) implements com.comet.opik.api.Page{ + + public static ProjectPage empty(int page) { + return new ProjectPage(page, 0, 0, List.of()); + } } } diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/DatasetItemDAO.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/DatasetItemDAO.java index c742802aca..236ff63f0f 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/DatasetItemDAO.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/DatasetItemDAO.java @@ -6,7 +6,7 @@ import com.comet.opik.api.ExperimentItem; import com.comet.opik.api.FeedbackScore; import com.comet.opik.api.ScoreSource; -import com.comet.opik.infrastructure.db.TransactionTemplate; +import com.comet.opik.infrastructure.db.TransactionTemplateAsync; import com.comet.opik.utils.JsonUtils; import com.fasterxml.jackson.databind.JsonNode; import com.google.inject.ImplementedBy; @@ -337,7 +337,7 @@ LEFT JOIN ( ; """; - private final @NonNull TransactionTemplate asyncTemplate; + private final @NonNull TransactionTemplateAsync asyncTemplate; @Override @Trace(dispatcher = true) diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/DatasetService.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/DatasetService.java index 041be369ad..ffba539171 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/DatasetService.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/DatasetService.java @@ -29,8 +29,8 @@ import static com.comet.opik.api.Dataset.DatasetPage; import static com.comet.opik.domain.ExperimentItemDAO.ExperimentSummary; -import static com.comet.opik.infrastructure.db.TransactionTemplate.READ_ONLY; -import static com.comet.opik.infrastructure.db.TransactionTemplate.WRITE; +import static com.comet.opik.infrastructure.db.TransactionTemplateAsync.READ_ONLY; +import static com.comet.opik.infrastructure.db.TransactionTemplateAsync.WRITE; import static java.util.stream.Collectors.toMap; @ImplementedBy(DatasetServiceImpl.class) diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/FeedbackDefinitionService.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/FeedbackDefinitionService.java index afe5e86273..cf1697d1e2 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/FeedbackDefinitionService.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/FeedbackDefinitionService.java @@ -22,8 +22,8 @@ import java.util.List; import java.util.UUID; -import static com.comet.opik.infrastructure.db.TransactionTemplate.READ_ONLY; -import static com.comet.opik.infrastructure.db.TransactionTemplate.WRITE; +import static com.comet.opik.infrastructure.db.TransactionTemplateAsync.READ_ONLY; +import static com.comet.opik.infrastructure.db.TransactionTemplateAsync.WRITE; @ImplementedBy(FeedbackDefinitionServiceImpl.class) public interface FeedbackDefinitionService { diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/FeedbackScoreService.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/FeedbackScoreService.java index a15de2c8a1..182001d8f5 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/FeedbackScoreService.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/FeedbackScoreService.java @@ -7,7 +7,7 @@ import com.comet.opik.api.error.ErrorMessage; import com.comet.opik.api.error.IdentifierMismatchException; import com.comet.opik.infrastructure.auth.RequestContext; -import com.comet.opik.infrastructure.db.TransactionTemplate; +import com.comet.opik.infrastructure.db.TransactionTemplateAsync; import com.comet.opik.infrastructure.lock.LockService; import com.comet.opik.utils.WorkspaceUtils; import com.google.inject.ImplementedBy; @@ -30,8 +30,8 @@ import java.util.function.Function; import static com.comet.opik.domain.FeedbackScoreDAO.EntityType; -import static com.comet.opik.infrastructure.db.TransactionTemplate.READ_ONLY; -import static com.comet.opik.infrastructure.db.TransactionTemplate.WRITE; +import static com.comet.opik.infrastructure.db.TransactionTemplateAsync.READ_ONLY; +import static com.comet.opik.infrastructure.db.TransactionTemplateAsync.WRITE; import static java.util.stream.Collectors.groupingBy; import static java.util.stream.Collectors.toMap; @@ -58,7 +58,7 @@ class FeedbackScoreServiceImpl implements FeedbackScoreService { private final @NonNull FeedbackScoreDAO dao; private final @NonNull ru.vyarus.guicey.jdbi3.tx.TransactionTemplate syncTemplate; - private final @NonNull TransactionTemplate asyncTemplate; + private final @NonNull TransactionTemplateAsync asyncTemplate; private final @NonNull IdGenerator idGenerator; private final @NonNull LockService lockService; diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/ProjectService.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/ProjectService.java index 043d6e5a5e..1293f7428f 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/ProjectService.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/ProjectService.java @@ -2,12 +2,14 @@ import com.comet.opik.api.Page; import com.comet.opik.api.Project; +import com.comet.opik.api.Project.ProjectPage; import com.comet.opik.api.ProjectCriteria; import com.comet.opik.api.ProjectUpdate; import com.comet.opik.api.error.CannotDeleteProjectException; import com.comet.opik.api.error.EntityAlreadyExistsException; import com.comet.opik.api.error.ErrorMessage; import com.comet.opik.infrastructure.auth.RequestContext; +import com.comet.opik.infrastructure.db.TransactionTemplateAsync; import com.google.inject.ImplementedBy; import jakarta.inject.Inject; import jakarta.inject.Provider; @@ -21,12 +23,16 @@ import ru.vyarus.guicey.jdbi3.tx.TransactionTemplate; import java.sql.SQLIntegrityConstraintViolationException; +import java.time.Instant; import java.util.List; +import java.util.Map; import java.util.Optional; +import java.util.Set; import java.util.UUID; -import static com.comet.opik.infrastructure.db.TransactionTemplate.READ_ONLY; -import static com.comet.opik.infrastructure.db.TransactionTemplate.WRITE; +import static com.comet.opik.infrastructure.db.TransactionTemplateAsync.READ_ONLY; +import static com.comet.opik.infrastructure.db.TransactionTemplateAsync.WRITE; +import static java.util.stream.Collectors.toSet; @ImplementedBy(ProjectServiceImpl.class) public interface ProjectService { @@ -58,10 +64,15 @@ public interface ProjectService { @RequiredArgsConstructor(onConstructor_ = @Inject) class ProjectServiceImpl implements ProjectService { + record ProjectRecordSet(List content, long total) { + } + private static final String PROJECT_ALREADY_EXISTS = "Project already exists"; private final @NonNull TransactionTemplate template; private final @NonNull IdGenerator idGenerator; private final @NonNull Provider requestContext; + private final @NonNull TraceDAO traceDAO; + private final @NonNull TransactionTemplateAsync transactionTemplateAsync; private NotFoundException createNotFoundError() { String message = "Project not found"; @@ -89,14 +100,16 @@ private Project createProject(Project project, UUID projectId, String userName, .build(); try { - return template.inTransaction(WRITE, handle -> { + template.inTransaction(WRITE, handle -> { var repository = handle.attach(ProjectDAO.class); repository.save(workspaceId, newProject); - return repository.findById(projectId, workspaceId); + return newProject; }); + + return get(newProject.id(), workspaceId); } catch (UnableToExecuteStatementException e) { if (e.getCause() instanceof SQLIntegrityConstraintViolationException) { throw newConflict(); @@ -117,7 +130,7 @@ public Project update(@NonNull UUID id, @NonNull ProjectUpdate projectUpdate) { String workspaceId = requestContext.get().getWorkspaceId(); try { - return template.inTransaction(WRITE, handle -> { + template.inTransaction(WRITE, handle -> { var repository = handle.attach(ProjectDAO.class); @@ -130,9 +143,10 @@ public Project update(@NonNull UUID id, @NonNull ProjectUpdate projectUpdate) { projectUpdate.description(), userName); - return repository.findById(id, workspaceId); + return null; }); + return get(id, workspaceId); } catch (UnableToExecuteStatementException e) { if (e.getCause() instanceof SQLIntegrityConstraintViolationException) { throw newConflict(); @@ -151,12 +165,20 @@ public Project get(@NonNull UUID id) { @Override public Project get(@NonNull UUID id, @NonNull String workspaceId) { - return template.inTransaction(READ_ONLY, handle -> { + Project project = template.inTransaction(READ_ONLY, handle -> { var repository = handle.attach(ProjectDAO.class); return repository.fetch(id, workspaceId).orElseThrow(this::createNotFoundError); }); + + Map lastUpdatedTraceAt = transactionTemplateAsync + .nonTransaction(connection -> traceDAO.getLastUpdatedTraceAt(Set.of(id), workspaceId, connection)) + .block(); + + return project.toBuilder() + .lastUpdatedTraceAt(lastUpdatedTraceAt.get(id)) + .build(); } @Override @@ -188,19 +210,37 @@ public void delete(@NonNull UUID id) { @Override public Page find(int page, int size, @NonNull ProjectCriteria criteria) { + String workspaceId = requestContext.get().getWorkspaceId(); - return template.inTransaction(READ_ONLY, handle -> { + ProjectRecordSet projectRecordSet = template.inTransaction(READ_ONLY, handle -> { ProjectDAO repository = handle.attach(ProjectDAO.class); int offset = (page - 1) * size; - List projects = repository.find(size, offset, workspaceId, criteria.projectName()); - - return new Project.ProjectPage(page, projects.size(), - repository.findCount(workspaceId, criteria.projectName()), projects); + return new ProjectRecordSet( + repository.find(size, offset, workspaceId, criteria.projectName()), + repository.findCount(workspaceId, criteria.projectName())); }); + + if (projectRecordSet.content().isEmpty()) { + return ProjectPage.empty(page); + } + + Map projectLastUpdatedTraceAtMap = transactionTemplateAsync.nonTransaction(connection -> { + Set projectIds = projectRecordSet.content().stream().map(Project::id).collect(toSet()); + return traceDAO.getLastUpdatedTraceAt(projectIds, workspaceId, connection); + }).block(); + + List projects = projectRecordSet.content() + .stream() + .map(project -> project.toBuilder() + .lastUpdatedTraceAt(projectLastUpdatedTraceAtMap.get(project.id())) + .build()) + .toList(); + + return new ProjectPage(page, projects.size(), projectRecordSet.total(), projects); } @Override diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java index 275a5f8f9e..86b934ab21 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java @@ -24,6 +24,7 @@ import org.stringtemplate.v4.ST; import reactor.core.publisher.Flux; import reactor.core.publisher.Mono; +import reactor.core.publisher.SignalType; import java.time.Instant; import java.util.Arrays; @@ -68,6 +69,9 @@ interface TraceDAO { Mono batchInsert(List traces, Connection connection); Flux countTracesPerWorkspace(Connection connection); + + Mono> getLastUpdatedTraceAt(@NonNull Set projectIds, @NonNull String workspaceId, + @NonNull Connection connection); } @Slf4j @@ -494,6 +498,17 @@ LEFT JOIN ( ; """; + private static final String SELECT_TRACE_LAST_UPDATED_AT = """ + SELECT + t.project_id as project_id, + MAX(t.last_updated_at) as last_updated_at + FROM traces t + WHERE t.workspace_id = :workspace_id + AND t.project_id IN :project_ids + GROUP BY t.project_id + ; + """; + private final @NonNull FeedbackScoreDAO feedbackScoreDAO; private final @NonNull FilterQueryBuilder filterQueryBuilder; @@ -886,4 +901,25 @@ public Flux countTracesPerWorkspace(Connection connection) .workspace(row.get("workspace_id", String.class)) .traceCount(row.get("trace_count", Integer.class)).build())); } + + @Override + public Mono> getLastUpdatedTraceAt( + @NonNull Set projectIds, @NonNull String workspaceId, @NonNull Connection connection) { + + log.info("Getting last updated trace at for projectIds {}", Arrays.toString(projectIds.toArray())); + + var statement = connection.createStatement(SELECT_TRACE_LAST_UPDATED_AT) + .bind("project_ids", projectIds.toArray(UUID[]::new)) + .bind("workspace_id", workspaceId); + + return Mono.from(statement.execute()) + .flatMapMany(result -> result.map((row, rowMetadata) -> Map.entry(row.get("project_id", UUID.class), + row.get("last_updated_at", Instant.class)))) + .collectMap(Map.Entry::getKey, Map.Entry::getValue) + .doFinally(signalType -> { + if (signalType == SignalType.ON_COMPLETE) { + log.info("Got last updated trace at for projectIds {}", Arrays.toString(projectIds.toArray())); + } + }); + } } diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceService.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceService.java index ac03ca7b34..e864530bc0 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceService.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceService.java @@ -11,7 +11,7 @@ import com.comet.opik.api.error.ErrorMessage; import com.comet.opik.api.error.IdentifierMismatchException; import com.comet.opik.infrastructure.auth.RequestContext; -import com.comet.opik.infrastructure.db.TransactionTemplate; +import com.comet.opik.infrastructure.db.TransactionTemplateAsync; import com.comet.opik.infrastructure.lock.LockService; import com.comet.opik.utils.AsyncUtils; import com.comet.opik.utils.WorkspaceUtils; @@ -73,7 +73,7 @@ class TraceServiceImpl implements TraceService { private final @NonNull TraceDAO dao; private final @NonNull SpanDAO spanDAO; private final @NonNull FeedbackScoreDAO feedbackScoreDAO; - private final @NonNull TransactionTemplate template; + private final @NonNull TransactionTemplateAsync template; private final @NonNull ProjectService projectService; private final @NonNull IdGenerator idGenerator; private final @NonNull LockService lockService; diff --git a/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/bi/UsageReportService.java b/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/bi/UsageReportService.java index 7420ffe724..7a790c7e21 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/bi/UsageReportService.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/bi/UsageReportService.java @@ -12,8 +12,8 @@ import java.sql.SQLIntegrityConstraintViolationException; import java.util.Optional; -import static com.comet.opik.infrastructure.db.TransactionTemplate.READ_ONLY; -import static com.comet.opik.infrastructure.db.TransactionTemplate.WRITE; +import static com.comet.opik.infrastructure.db.TransactionTemplateAsync.READ_ONLY; +import static com.comet.opik.infrastructure.db.TransactionTemplateAsync.WRITE; @ImplementedBy(UsageReportServiceImpl.class) interface UsageReportService { diff --git a/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/ClickHouseHealthyCheck.java b/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/ClickHouseHealthyCheck.java index 37ded1a564..6b55196210 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/ClickHouseHealthyCheck.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/ClickHouseHealthyCheck.java @@ -13,7 +13,7 @@ @RequiredArgsConstructor(onConstructor_ = @Inject) public class ClickHouseHealthyCheck extends NamedHealthCheck { - private final @NonNull TransactionTemplate template; + private final @NonNull TransactionTemplateAsync template; @Override public String getName() { diff --git a/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/DatabaseAnalyticsModule.java b/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/DatabaseAnalyticsModule.java index ce164a384f..f50c65ecf6 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/DatabaseAnalyticsModule.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/DatabaseAnalyticsModule.java @@ -34,8 +34,8 @@ public String getDatabaseName() { @Provides @Singleton - public TransactionTemplate getTransactionTemplate(ConnectionFactory connectionFactory) { - return new TransactionTemplateImpl(connectionFactory); + public TransactionTemplateAsync getTransactionTemplate(ConnectionFactory connectionFactory) { + return new TransactionTemplateAsyncImpl(connectionFactory); } } diff --git a/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/TransactionTemplate.java b/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/TransactionTemplateAsync.java similarity index 90% rename from apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/TransactionTemplate.java rename to apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/TransactionTemplateAsync.java index 9c8ee64bfe..3557b0939c 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/TransactionTemplate.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/TransactionTemplateAsync.java @@ -7,7 +7,7 @@ import reactor.core.publisher.Mono; import ru.vyarus.guicey.jdbi3.tx.TxConfig; -public interface TransactionTemplate { +public interface TransactionTemplateAsync { TxConfig WRITE = new TxConfig().readOnly(false); TxConfig READ_ONLY = new TxConfig().readOnly(true); @@ -26,7 +26,7 @@ interface NoTransactionStream { } @RequiredArgsConstructor -class TransactionTemplateImpl implements TransactionTemplate { +class TransactionTemplateAsyncImpl implements TransactionTemplateAsync { private final ConnectionFactory connectionFactory; diff --git a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/internal/UsageResourceTest.java b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/internal/UsageResourceTest.java index 864d7b462c..807ecab9f6 100644 --- a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/internal/UsageResourceTest.java +++ b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/internal/UsageResourceTest.java @@ -11,7 +11,7 @@ import com.comet.opik.api.resources.utils.TestDropwizardAppExtensionUtils; import com.comet.opik.api.resources.utils.TestUtils; import com.comet.opik.api.resources.utils.WireMockUtils; -import com.comet.opik.infrastructure.db.TransactionTemplate; +import com.comet.opik.infrastructure.db.TransactionTemplateAsync; import com.comet.opik.podam.PodamFactoryUtils; import com.redis.testcontainers.RedisContainer; import jakarta.ws.rs.client.Entity; @@ -80,10 +80,10 @@ public class UsageResourceTest { private String baseURI; private ClientSupport client; - private TransactionTemplate template; + private TransactionTemplateAsync template; @BeforeAll - void setUpAll(ClientSupport client, Jdbi jdbi, TransactionTemplate template) throws SQLException { + void setUpAll(ClientSupport client, Jdbi jdbi, TransactionTemplateAsync template) throws SQLException { MigrationUtils.runDbMigration(jdbi, MySQLContainerUtils.migrationParameters()); diff --git a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/ProjectsResourceTest.java b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/ProjectsResourceTest.java index 193909b6ef..10ea8ccc84 100644 --- a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/ProjectsResourceTest.java +++ b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/ProjectsResourceTest.java @@ -2,8 +2,10 @@ import com.comet.opik.api.Project; import com.comet.opik.api.ProjectUpdate; +import com.comet.opik.api.Trace; import com.comet.opik.api.error.ErrorMessage; import com.comet.opik.api.resources.utils.AuthTestUtils; +import com.comet.opik.api.resources.utils.ClickHouseContainerUtils; import com.comet.opik.api.resources.utils.ClientSupportUtils; import com.comet.opik.api.resources.utils.MigrationUtils; import com.comet.opik.api.resources.utils.MySQLContainerUtils; @@ -11,6 +13,7 @@ import com.comet.opik.api.resources.utils.TestDropwizardAppExtensionUtils; import com.comet.opik.api.resources.utils.TestUtils; import com.comet.opik.api.resources.utils.WireMockUtils; +import com.comet.opik.infrastructure.DatabaseAnalyticsFactory; import com.comet.opik.podam.PodamFactoryUtils; import com.github.tomakehurst.wiremock.client.WireMock; import com.redis.testcontainers.RedisContainer; @@ -30,18 +33,23 @@ import org.junit.jupiter.params.ParameterizedTest; import org.junit.jupiter.params.provider.Arguments; import org.junit.jupiter.params.provider.MethodSource; +import org.testcontainers.containers.ClickHouseContainer; import org.testcontainers.containers.MySQLContainer; import org.testcontainers.junit.jupiter.Testcontainers; import ru.vyarus.dropwizard.guice.test.ClientSupport; import ru.vyarus.dropwizard.guice.test.jupiter.ext.TestDropwizardAppExtension; import uk.co.jemos.podam.api.PodamFactory; +import java.sql.SQLException; import java.time.Instant; import java.util.List; import java.util.UUID; import java.util.regex.Pattern; +import java.util.stream.IntStream; import java.util.stream.Stream; +import static com.comet.opik.api.resources.utils.ClickHouseContainerUtils.DATABASE_NAME; +import static com.comet.opik.api.resources.utils.MigrationUtils.CLICKHOUSE_CHANGELOG_FILE; import static com.comet.opik.domain.ProjectService.DEFAULT_PROJECT; import static com.comet.opik.infrastructure.auth.RequestContext.SESSION_COOKIE; import static com.comet.opik.infrastructure.auth.RequestContext.WORKSPACE_HEADER; @@ -62,7 +70,9 @@ class ProjectsResourceTest { public static final String URL_PATTERN = "http://.*/v1/private/projects/.{8}-.{4}-.{4}-.{4}-.{12}"; public static final String URL_TEMPLATE = "%s/v1/private/projects"; - public static final String[] IGNORED_FIELDS = {"createdBy", "lastUpdatedBy", "createdAt", "lastUpdatedAt"}; + public static final String URL_TEMPLATE_TRACE = "%s/v1/private/traces"; + public static final String[] IGNORED_FIELDS = {"createdBy", "lastUpdatedBy", "createdAt", "lastUpdatedAt", + "lastUpdatedTraceAt"}; private static final String API_KEY = UUID.randomUUID().toString(); private static final String USER = UUID.randomUUID().toString(); @@ -70,7 +80,7 @@ class ProjectsResourceTest { private static final String TEST_WORKSPACE = UUID.randomUUID().toString(); private static final RedisContainer REDIS = RedisContainerUtils.newRedisContainer(); - + private static final ClickHouseContainer CLICKHOUSE_CONTAINER = ClickHouseContainerUtils.newClickHouseContainer(); private static final MySQLContainer MYSQL = MySQLContainerUtils.newMySQLContainer(); @RegisterExtension @@ -81,11 +91,15 @@ class ProjectsResourceTest { static { MYSQL.start(); REDIS.start(); + CLICKHOUSE_CONTAINER.start(); wireMock = WireMockUtils.startWireMock(); + DatabaseAnalyticsFactory databaseAnalyticsFactory = ClickHouseContainerUtils + .newDatabaseAnalyticsFactory(CLICKHOUSE_CONTAINER, DATABASE_NAME); + app = TestDropwizardAppExtensionUtils.newTestDropwizardAppExtension( - MYSQL.getJdbcUrl(), null, wireMock.runtimeInfo(), REDIS.getRedisURI()); + MYSQL.getJdbcUrl(), databaseAnalyticsFactory, wireMock.runtimeInfo(), REDIS.getRedisURI()); } private final PodamFactory factory = PodamFactoryUtils.newPodamFactory(); @@ -94,10 +108,15 @@ class ProjectsResourceTest { private ClientSupport client; @BeforeAll - void setUpAll(ClientSupport client, Jdbi jdbi) { + void setUpAll(ClientSupport client, Jdbi jdbi) throws SQLException { MigrationUtils.runDbMigration(jdbi, MySQLContainerUtils.migrationParameters()); + try (var connection = CLICKHOUSE_CONTAINER.createConnection("")) { + MigrationUtils.runDbMigration(connection, CLICKHOUSE_CHANGELOG_FILE, + ClickHouseContainerUtils.migrationParameters()); + } + this.baseURI = "http://localhost:%d".formatted(client.getPort()); this.client = client; @@ -723,6 +742,64 @@ void getProjects__whenSearchingByProjectNameFragments__thenReturnFullTextSearchR "My chat expert: " + projectSuffix); } + @Test + @DisplayName("when projects with traces, then return project with last updated trace at") + void getProjects__whenProjectsHasTraces__thenReturnProjectWithLastUpdatedTraceAt() { + + String workspaceName = UUID.randomUUID().toString(); + String apiKey = UUID.randomUUID().toString(); + String workspaceId = UUID.randomUUID().toString(); + + mockTargetWorkspace(apiKey, workspaceName, workspaceId); + + var project = factory.manufacturePojo(Project.class); + var project2 = factory.manufacturePojo(Project.class); + var project3 = factory.manufacturePojo(Project.class); + + var id = createProject(project, apiKey, workspaceName); + var id2 = createProject(project2, apiKey, workspaceName); + var id3 = createProject(project3, apiKey, workspaceName); + + List traceIds = IntStream.range(0, 5) + .mapToObj(i -> createCreateTrace(project.name(), apiKey, workspaceName)) + .toList(); + + List traceIds2 = IntStream.range(0, 5) + .mapToObj(i -> createCreateTrace(project2.name(), apiKey, workspaceName)) + .toList(); + + List traceIds3 = IntStream.range(0, 5) + .mapToObj(i -> createCreateTrace(project3.name(), apiKey, workspaceName)) + .toList(); + + Trace trace = getTrace(traceIds.getLast(), apiKey, workspaceName); + Trace trace2 = getTrace(traceIds2.getLast(), apiKey, workspaceName); + Trace trace3 = getTrace(traceIds3.getLast(), apiKey, workspaceName); + + Project expectedProject = project.toBuilder().id(id).lastUpdatedTraceAt(trace.lastUpdatedAt()).build(); + Project expectedProject2 = project2.toBuilder().id(id2).lastUpdatedTraceAt(trace2.lastUpdatedAt()).build(); + Project expectedProject3 = project3.toBuilder().id(id3).lastUpdatedTraceAt(trace3.lastUpdatedAt()).build(); + + var actualResponse = client.target(URL_TEMPLATE.formatted(baseURI)) + .request() + .header(HttpHeaders.AUTHORIZATION, apiKey) + .header(WORKSPACE_HEADER, workspaceName) + .get(); + + var actualEntity = actualResponse.readEntity(Project.ProjectPage.class); + assertThat(actualResponse.getStatusInfo().getStatusCode()).isEqualTo(200); + + assertThat(actualEntity.content().stream().map(Project::id).toList()) + .isEqualTo(List.of(id3, id2, id)); + + assertThat(actualEntity.content().get(0).lastUpdatedTraceAt()) + .isEqualTo(expectedProject3.lastUpdatedTraceAt()); + assertThat(actualEntity.content().get(1).lastUpdatedTraceAt()) + .isEqualTo(expectedProject2.lastUpdatedTraceAt()); + assertThat(actualEntity.content().get(2).lastUpdatedTraceAt()) + .isEqualTo(expectedProject.lastUpdatedTraceAt()); + } + } @Nested @@ -744,7 +821,9 @@ void getProjectById() { var id = createProject(project); - assertProject(project.toBuilder().id(id).build()); + assertProject(project.toBuilder().id(id) + .lastUpdatedTraceAt(null) + .build()); } @Test @@ -763,6 +842,56 @@ void getProjectById__whenProjectNotFound__whenReturn404() { assertThat(actualResponse.readEntity(ErrorMessage.class).errors()).contains("Project not found"); } + @Test + @DisplayName("when project has traces, then return project with last updated trace at") + void getProjectById__whenProjectHasTraces__thenReturnProjectWithLastUpdatedTraceAt() { + + var project = factory.manufacturePojo(Project.class); + + var id = createProject(project); + + List traceIds = IntStream.range(0, 5) + .mapToObj(i -> createCreateTrace(project.name(), API_KEY, TEST_WORKSPACE)) + .toList(); + + Trace trace = getTrace(traceIds.getLast(), API_KEY, TEST_WORKSPACE); + + Project expectedProject = project.toBuilder().id(id).lastUpdatedTraceAt(trace.lastUpdatedAt()).build(); + + assertProject(expectedProject); + } + + } + + private UUID createCreateTrace(String projectName, String apiKey, String workspaceName) { + var trace = factory.manufacturePojo(Trace.class).toBuilder() + .projectName(projectName) + .build(); + + try (var actualResponse = client.target(URL_TEMPLATE_TRACE.formatted(baseURI)) + .request() + .header(HttpHeaders.AUTHORIZATION, apiKey) + .header(WORKSPACE_HEADER, workspaceName) + .post(Entity.json(trace))) { + + assertThat(actualResponse.getStatusInfo().getStatusCode()).isEqualTo(201); + assertThat(actualResponse.hasEntity()).isFalse(); + + return TestUtils.getIdFromLocation(actualResponse.getLocation()); + } + } + + private Trace getTrace(UUID id, String apiKey, String workspaceName) { + try (var actualResponse = client.target(URL_TEMPLATE_TRACE.formatted(baseURI)) + .path(id.toString()) + .request() + .header(HttpHeaders.AUTHORIZATION, apiKey) + .header(WORKSPACE_HEADER, workspaceName) + .get()) { + + assertThat(actualResponse.getStatusInfo().getStatusCode()).isEqualTo(200); + return actualResponse.readEntity(Trace.class); + } } private void assertProject(Project project) { @@ -789,6 +918,7 @@ private void assertProject(Project project, String apiKey, String workspaceName) assertThat(actualEntity.lastUpdatedBy()).isEqualTo(USER); assertThat(actualEntity.createdBy()).isEqualTo(USER); + assertThat(actualEntity.lastUpdatedTraceAt()).isEqualTo(project.lastUpdatedTraceAt()); assertThat(actualEntity.createdAt()).isAfter(project.createdAt()); assertThat(actualEntity.lastUpdatedAt()).isAfter(project.createdAt()); } @@ -823,7 +953,9 @@ void create() { id = TestUtils.getIdFromLocation(actualResponse.getLocation()); } - assertProject(project.toBuilder().id(id) + assertProject(project.toBuilder() + .id(id) + .lastUpdatedTraceAt(null) .build()); } @@ -851,7 +983,10 @@ void create__whenWorkspaceNameIsSpecified__thenAcceptTheRequest() { } - assertProject(project.toBuilder().id(id).build(), apiKey, workspaceName); + assertProject(project.toBuilder() + .id(id) + .lastUpdatedTraceAt(null) + .build(), apiKey, workspaceName); } @Test @@ -875,7 +1010,7 @@ void create__whenDescriptionIsMultiline__thenAcceptTheRequest() { id = TestUtils.getIdFromLocation(actualResponse.getLocation()); } - assertProject(project.toBuilder().id(id).build()); + assertProject(project.toBuilder().lastUpdatedTraceAt(null).id(id).build()); } @Test @@ -959,6 +1094,7 @@ void create__whenProjectsHaveSameNameButDifferentWorkspace__thenAcceptTheRequest var project2 = project1.toBuilder() .id(factory.manufacturePojo(UUID.class)) + .lastUpdatedTraceAt(null) .build(); UUID id2; @@ -974,8 +1110,8 @@ void create__whenProjectsHaveSameNameButDifferentWorkspace__thenAcceptTheRequest id2 = TestUtils.getIdFromLocation(actualResponse.getLocation()); } - assertProject(project1.toBuilder().id(id).build()); - assertProject(project2.toBuilder().id(id2).build(), apiKey2, workspaceName); + assertProject(project1.toBuilder().id(id).lastUpdatedTraceAt(null).build()); + assertProject(project2.toBuilder().id(id2).lastUpdatedTraceAt(null).build(), apiKey2, workspaceName); } } diff --git a/apps/opik-backend/src/test/java/com/comet/opik/domain/TraceServiceImplTest.java b/apps/opik-backend/src/test/java/com/comet/opik/domain/TraceServiceImplTest.java index cce25f38bd..674d28b7a1 100644 --- a/apps/opik-backend/src/test/java/com/comet/opik/domain/TraceServiceImplTest.java +++ b/apps/opik-backend/src/test/java/com/comet/opik/domain/TraceServiceImplTest.java @@ -7,7 +7,7 @@ import com.comet.opik.api.error.ErrorMessage; import com.comet.opik.api.error.InvalidUUIDVersionException; import com.comet.opik.infrastructure.auth.RequestContext; -import com.comet.opik.infrastructure.db.TransactionTemplate; +import com.comet.opik.infrastructure.db.TransactionTemplateAsync; import com.comet.opik.infrastructure.lock.LockService; import com.fasterxml.uuid.Generators; import io.r2dbc.spi.Connection; @@ -53,7 +53,7 @@ class TraceServiceImplTest { private FeedbackScoreDAO feedbackScoreDAO; @Mock - private TransactionTemplate template; + private TransactionTemplateAsync template; @Mock private ProjectService projectService; @@ -95,7 +95,7 @@ void create__whenConcurrentTraceCreationsWithSameProjectNameConflict__thenHandle when(template.nonTransaction(any())) .thenAnswer(invocation -> { - TransactionTemplate.TransactionCallback trace = invocation.getArgument(0); + TransactionTemplateAsync.TransactionCallback trace = invocation.getArgument(0); return trace.execute(connection); }); @@ -194,7 +194,8 @@ void find__whenProjectIdNotEmpty__thenReturnSearchByProjectId() { when(template.nonTransaction(any())) .thenAnswer(invocation -> { - TransactionTemplate.TransactionCallback callback = invocation.getArgument(0); + TransactionTemplateAsync.TransactionCallback callback = invocation + .getArgument(0); return callback.execute(connection); }); From 1096e0680e87f9e4c5e8c309eeed42af7cd9e80b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jacques=20Verr=C3=A9?= Date: Mon, 7 Oct 2024 17:03:42 +0100 Subject: [PATCH 05/12] Added nb_samples parameter in evaluate function (#355) * Added nb_samples parameter in eveluate function * Fixed test --- sdks/python/examples/evaluation_example.py | 12 ++++--- .../src/opik/api_objects/dataset/dataset.py | 36 ++++++++++++++----- sdks/python/src/opik/evaluation/evaluator.py | 4 +++ .../src/opik/evaluation/tasks_scorer.py | 5 +-- .../tests/unit/evaluation/test_evaluate.py | 6 ++-- 5 files changed, 45 insertions(+), 18 deletions(-) diff --git a/sdks/python/examples/evaluation_example.py b/sdks/python/examples/evaluation_example.py index ba78f30250..a05699f68f 100644 --- a/sdks/python/examples/evaluation_example.py +++ b/sdks/python/examples/evaluation_example.py @@ -1,7 +1,6 @@ from typing import Dict, Any from opik.evaluation.metrics import ( - Contains, IsJson, Hallucination, ) @@ -16,13 +15,15 @@ openai_client = track_openai(openai.OpenAI()) -contains_hello = Contains(searched_value="hello", name="ContainsHello") -contains_bye = Contains(searched_value="bye", name="ContainsBye") +# contains_hello = Contains(searched_value="hello", name="ContainsHello") +# contains_bye = Contains(searched_value="bye", name="ContainsBye") is_json = IsJson() hallucination = Hallucination() client = Opik() -dataset = client.create_dataset(name="My 42 dataset", description="For storing stuff") +dataset = client.get_or_create_dataset( + name="My 42 dataset", description="For storing stuff" +) # dataset = client.get_dataset(name="My 42 dataset") json = """ @@ -69,5 +70,6 @@ def llm_task(item: DatasetItem) -> Dict[str, Any]: experiment_name="My experiment", dataset=dataset, task=llm_task, - scoring_metrics=[contains_hello, contains_bye, is_json, hallucination], + nb_samples=2, + scoring_metrics=[is_json, hallucination], ) diff --git a/sdks/python/src/opik/api_objects/dataset/dataset.py b/sdks/python/src/opik/api_objects/dataset/dataset.py index c308338166..2a78600f85 100644 --- a/sdks/python/src/opik/api_objects/dataset/dataset.py +++ b/sdks/python/src/opik/api_objects/dataset/dataset.py @@ -179,12 +179,17 @@ def to_json(self) -> str: return converters.to_json(dataset_items, keys_mapping={}) - def get_all_items(self) -> List[dataset_item.DatasetItem]: + def get_items( + self, nb_samples: Optional[int] = None + ) -> List[dataset_item.DatasetItem]: """ - Retrieve all items from the dataset. + Retrieve a fixed set number of dataset items. + + Args: + nb_samples: The number of samples to retrieve. Returns: - A list of DatasetItem objects representing all items in the dataset. + A list of DatasetItem objects representing the samples. """ results: List[dataset_item.DatasetItem] = [] @@ -194,8 +199,11 @@ def get_all_items(self) -> List[dataset_item.DatasetItem]: last_retrieved_id=results[-1].id if len(results) > 0 else None, ) + previous_results_size = len(results) + if nb_samples is not None and len(results) == nb_samples: + break + item_bytes = b"".join(stream) - stream_results: List[dataset_item.DatasetItem] = [] for line in item_bytes.split(b"\n"): if len(line) == 0: continue @@ -212,15 +220,27 @@ def get_all_items(self) -> List[dataset_item.DatasetItem]: source=item_content.get("source"), # type: ignore ) - stream_results.append(item) + results.append(item) - if len(stream_results) == 0: - break + # Break the loop if we have enough samples + if nb_samples is not None and len(results) == nb_samples: + break - results.extend(stream_results) + # Break the loop if we have not received any new samples + if len(results) == previous_results_size: + break return results + def get_all_items(self) -> List[dataset_item.DatasetItem]: + """ + Retrieve all items from the dataset. + + Returns: + A list of DatasetItem objects representing all items in the dataset. + """ + return self.get_items() + def insert_from_json( self, json_array: str, diff --git a/sdks/python/src/opik/evaluation/evaluator.py b/sdks/python/src/opik/evaluation/evaluator.py index 0f2b1fa738..accb5d45f9 100644 --- a/sdks/python/src/opik/evaluation/evaluator.py +++ b/sdks/python/src/opik/evaluation/evaluator.py @@ -17,6 +17,7 @@ def evaluate( experiment_name: Optional[str] = None, experiment_config: Optional[Dict[str, Any]] = None, verbose: int = 1, + nb_samples: Optional[int] = None, task_threads: int = 16, ) -> evaluation_result.EvaluationResult: """ @@ -42,6 +43,8 @@ def evaluate( verbose: an integer value that controls evaluation output logs such as summary and tqdm progress bar. 0 - no outputs, 1 - outputs are enabled (default). + nb_samples: number of samples to evaluate. If no value is provided, all samples in the dataset will be evaluated. + task_threads: amount of thread workers to run tasks. If set to 1, no additional threads are created, all tasks executed in the current thread sequentially. are executed sequentially in the current thread. @@ -55,6 +58,7 @@ def evaluate( dataset_=dataset, task=task, scoring_metrics=scoring_metrics, + nb_samples=nb_samples, workers=task_threads, verbose=verbose, ) diff --git a/sdks/python/src/opik/evaluation/tasks_scorer.py b/sdks/python/src/opik/evaluation/tasks_scorer.py index 1f9c3f68b3..fcf2457812 100644 --- a/sdks/python/src/opik/evaluation/tasks_scorer.py +++ b/sdks/python/src/opik/evaluation/tasks_scorer.py @@ -2,7 +2,7 @@ import logging from concurrent import futures -from typing import List +from typing import List, Optional from .types import LLMTask from opik.api_objects.dataset import dataset, dataset_item from opik.api_objects import opik_client, trace @@ -96,9 +96,10 @@ def run( task: LLMTask, scoring_metrics: List[base_metric.BaseMetric], workers: int, + nb_samples: Optional[int], verbose: int, ) -> List[test_result.TestResult]: - dataset_items = dataset_.get_all_items() + dataset_items = dataset_.get_items(nb_samples=nb_samples) test_cases: List[test_result.TestResult] if workers == 1: diff --git a/sdks/python/tests/unit/evaluation/test_evaluate.py b/sdks/python/tests/unit/evaluation/test_evaluate.py index 28c6363428..936a2e1af6 100644 --- a/sdks/python/tests/unit/evaluation/test_evaluate.py +++ b/sdks/python/tests/unit/evaluation/test_evaluate.py @@ -21,7 +21,7 @@ def test_evaluate_happyflow(fake_streamer): mock_dataset = mock.Mock() mock_dataset.name = "the-dataset-name" - mock_dataset.get_all_items.return_value = [ + mock_dataset.get_items.return_value = [ dataset_item.DatasetItem( id="dataset-item-id-1", input={"input": "say hello"}, @@ -133,7 +133,7 @@ def test_evaluate___output_key_is_missing_in_task_output_dict__equals_metric_mis # to compute Equals metric score. mock_dataset = mock.Mock() mock_dataset.name = "the-dataset-name" - mock_dataset.get_all_items.return_value = [ + mock_dataset.get_items.return_value = [ dataset_item.DatasetItem( id="dataset-item-id-1", input={"input": "say hello"}, @@ -158,4 +158,4 @@ def say_task(dataset_item: dataset_item.DatasetItem): task_threads=1, ) - mock_dataset.get_all_items.assert_called_once() + mock_dataset.get_items.assert_called_once() From 6e98a364df2067b248bcc330bb5ab37a5ebd1881 Mon Sep 17 00:00:00 2001 From: Fernando Carril Date: Mon, 7 Oct 2024 18:30:23 +0200 Subject: [PATCH 06/12] [OPIK-137] Integrate new last_updated_trace_at in the Projects table (#358) --- .../src/components/pages/ProjectsPage/ProjectsPage.tsx | 3 ++- apps/opik-frontend/src/types/projects.ts | 1 + 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/apps/opik-frontend/src/components/pages/ProjectsPage/ProjectsPage.tsx b/apps/opik-frontend/src/components/pages/ProjectsPage/ProjectsPage.tsx index df6462dd2a..f9e10df028 100644 --- a/apps/opik-frontend/src/components/pages/ProjectsPage/ProjectsPage.tsx +++ b/apps/opik-frontend/src/components/pages/ProjectsPage/ProjectsPage.tsx @@ -45,7 +45,8 @@ export const DEFAULT_COLUMNS: ColumnData[] = [ id: "last_updated_at", label: "Last updated", type: COLUMN_TYPE.time, - accessorFn: (row) => formatDate(row.last_updated_at), + accessorFn: (row) => + formatDate(row.last_updated_trace_at ?? row.created_at), }, ]; diff --git a/apps/opik-frontend/src/types/projects.ts b/apps/opik-frontend/src/types/projects.ts index 99fdffeecc..d5eaafc386 100644 --- a/apps/opik-frontend/src/types/projects.ts +++ b/apps/opik-frontend/src/types/projects.ts @@ -6,4 +6,5 @@ export interface Project { created_by: string; last_updated_at: string; last_updated_by: string; + last_updated_trace_at?: string; } From b8557b2497caaead5607532a69b99e64ed9ccdd5 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jacques=20Verr=C3=A9?= Date: Mon, 7 Oct 2024 17:34:52 +0100 Subject: [PATCH 07/12] Add experiment link in the SDK (#353) * Add experiment link * Add mock for get_experiment_url method * Fix linter issues * Update example --- sdks/python/examples/evaluation_example.py | 8 ++----- sdks/python/src/opik/evaluation/evaluator.py | 3 +++ sdks/python/src/opik/evaluation/report.py | 11 ++++++++++ sdks/python/src/opik/url_helpers.py | 16 ++++++++++++++ .../tests/unit/evaluation/test_evaluate.py | 22 ++++++++++++------- 5 files changed, 46 insertions(+), 14 deletions(-) diff --git a/sdks/python/examples/evaluation_example.py b/sdks/python/examples/evaluation_example.py index a05699f68f..3f887b1caa 100644 --- a/sdks/python/examples/evaluation_example.py +++ b/sdks/python/examples/evaluation_example.py @@ -1,9 +1,6 @@ from typing import Dict, Any -from opik.evaluation.metrics import ( - IsJson, - Hallucination, -) +from opik.evaluation.metrics import IsJson, Hallucination from opik.evaluation import evaluate from opik import Opik, DatasetItem, track from opik.integrations.openai import track_openai @@ -15,8 +12,6 @@ openai_client = track_openai(openai.OpenAI()) -# contains_hello = Contains(searched_value="hello", name="ContainsHello") -# contains_bye = Contains(searched_value="bye", name="ContainsBye") is_json = IsJson() hallucination = Hallucination() @@ -63,6 +58,7 @@ def llm_task(item: DatasetItem) -> Dict[str, Any]: "output": response.choices[0].message.content, "input": item.input["message"], "context": item.input["context"], + "reference": "test", } diff --git a/sdks/python/src/opik/evaluation/evaluator.py b/sdks/python/src/opik/evaluation/evaluator.py index accb5d45f9..59e4a9439c 100644 --- a/sdks/python/src/opik/evaluation/evaluator.py +++ b/sdks/python/src/opik/evaluation/evaluator.py @@ -75,6 +75,9 @@ def evaluate( dataset_name=dataset.name, experiment_config=experiment_config, ) + + report.display_experiment_link(dataset.name, experiment.id) + experiment_items = [ experiment_item.ExperimentItem( dataset_item_id=result.test_case.dataset_item_id, diff --git a/sdks/python/src/opik/evaluation/report.py b/sdks/python/src/opik/evaluation/report.py index b2caecf1fd..ad420c9450 100644 --- a/sdks/python/src/opik/evaluation/report.py +++ b/sdks/python/src/opik/evaluation/report.py @@ -2,6 +2,7 @@ from typing import List, Dict, Tuple from collections import defaultdict from . import test_result +from .. import url_helpers def _format_time(seconds: float) -> str: @@ -81,3 +82,13 @@ def display_experiment_results( console_container = console.Console() console_container.print(panel_content) console_container.print("Uploading results to Opik ... ") + + +def display_experiment_link(dataset_name: str, experiment_id: str) -> None: + console_container = console.Console() + experiment_url = url_helpers.get_experiment_url( + dataset_name=dataset_name, experiment_id=experiment_id + ) + console_container.print( + f"View the results [link={experiment_url}]in your Opik dashboard[/link]." + ) diff --git a/sdks/python/src/opik/url_helpers.py b/sdks/python/src/opik/url_helpers.py index 463c329c28..e2e2d9115b 100644 --- a/sdks/python/src/opik/url_helpers.py +++ b/sdks/python/src/opik/url_helpers.py @@ -1,4 +1,5 @@ import opik.config +import opik.api_objects.opik_client def get_ui_url() -> str: @@ -8,6 +9,21 @@ def get_ui_url() -> str: return opik_url_override.rstrip("/api") +def get_experiment_url(dataset_name: str, experiment_id: str) -> str: + client = opik.api_objects.opik_client.get_client_cached() + + # Get dataset id from name + dataset = client._rest_client.datasets.get_dataset_by_identifier( + dataset_name=dataset_name + ) + dataset_id = dataset.id + + config = opik.config.OpikConfig() + ui_url = get_ui_url() + + return f'{ui_url}/{config.workspace}/experiments/{dataset_id}/compare?experiments=%5B"{experiment_id}"%5D' + + def get_projects_url() -> str: config = opik.config.OpikConfig() ui_url = get_ui_url() diff --git a/sdks/python/tests/unit/evaluation/test_evaluate.py b/sdks/python/tests/unit/evaluation/test_evaluate.py index 936a2e1af6..390de83bc5 100644 --- a/sdks/python/tests/unit/evaluation/test_evaluate.py +++ b/sdks/python/tests/unit/evaluation/test_evaluate.py @@ -3,7 +3,7 @@ from opik.api_objects.dataset import dataset_item from opik.api_objects import opik_client -from opik import evaluation, exceptions +from opik import evaluation, exceptions, url_helpers from opik.evaluation import metrics from ...testlib import backend_emulator_message_processor, ANY_BUT_NONE, assert_equal from ...testlib.models import ( @@ -56,6 +56,9 @@ def say_task(dataset_item: dataset_item.DatasetItem): mock_create_experiment = mock.Mock() mock_create_experiment.return_value = mock_experiment + mock_get_experiment_url = mock.Mock() + mock_get_experiment_url.return_value = "any_url" + with mock.patch.object( opik_client.Opik, "create_experiment", mock_create_experiment ): @@ -64,13 +67,16 @@ def say_task(dataset_item: dataset_item.DatasetItem): "construct_online_streamer", mock_construct_online_streamer, ): - evaluation.evaluate( - dataset=mock_dataset, - task=say_task, - experiment_name="the-experiment-name", - scoring_metrics=[metrics.Equals()], - task_threads=1, - ) + with mock.patch.object( + url_helpers, "get_experiment_url", mock_get_experiment_url + ): + evaluation.evaluate( + dataset=mock_dataset, + task=say_task, + experiment_name="the-experiment-name", + scoring_metrics=[metrics.Equals()], + task_threads=1, + ) mock_create_experiment.assert_called_once_with( dataset_name="the-dataset-name", From 21215ad8728d6a69fd2552f929743e0f1d9aa7e1 Mon Sep 17 00:00:00 2001 From: Douglas Blank Date: Mon, 7 Oct 2024 14:09:19 -0400 Subject: [PATCH 08/12] Moved flush to after_call (#354) * Moved flush to after_call * pre-commit config in root is different from pre-commit in sdk/python --------- Co-authored-by: Douglas Blank --- .../src/opik/decorator/base_track_decorator.py | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/sdks/python/src/opik/decorator/base_track_decorator.py b/sdks/python/src/opik/decorator/base_track_decorator.py index 5a759df085..efb01789c9 100644 --- a/sdks/python/src/opik/decorator/base_track_decorator.py +++ b/sdks/python/src/opik/decorator/base_track_decorator.py @@ -41,6 +41,7 @@ def track( capture_input: bool = True, capture_output: bool = True, generations_aggregator: Optional[Callable[[List[Any]], Any]] = None, + flush: bool = False, ) -> Union[Callable, Callable[[Callable], Callable]]: """ Decorator to track the execution of a function. @@ -55,6 +56,7 @@ def track( capture_input: Whether to capture the input arguments. capture_output: Whether to capture the output result. generations_aggregator: Function to aggregate generation results. + flush: Whether to flush the client after logging. Returns: Callable: The decorated function(if used without parentheses) @@ -81,6 +83,7 @@ def track( capture_input=capture_input, capture_output=capture_output, generations_aggregator=generations_aggregator, + flush=flush, ) def decorator(func: Callable) -> Callable: @@ -93,6 +96,7 @@ def decorator(func: Callable) -> Callable: capture_input=capture_input, capture_output=capture_output, generations_aggregator=generations_aggregator, + flush=flush, ) return decorator @@ -107,6 +111,7 @@ def _decorate( capture_input: bool, capture_output: bool, generations_aggregator: Optional[Callable[[List[Any]], Any]], + flush: bool, ) -> Callable: if not inspect_helpers.is_async(func): return self._tracked_sync( @@ -118,6 +123,7 @@ def _decorate( capture_input=capture_input, capture_output=capture_output, generations_aggregator=generations_aggregator, + flush=flush, ) return self._tracked_async( @@ -129,6 +135,7 @@ def _decorate( capture_input=capture_input, capture_output=capture_output, generations_aggregator=generations_aggregator, + flush=flush, ) def _tracked_sync( @@ -141,6 +148,7 @@ def _tracked_sync( capture_input: bool, capture_output: bool, generations_aggregator: Optional[Callable[[List[Any]], str]], + flush: bool, ) -> Callable: @functools.wraps(func) def wrapper(*args, **kwargs) -> Any: # type: ignore @@ -179,6 +187,7 @@ def wrapper(*args, **kwargs) -> Any: # type: ignore self._after_call( output=result, capture_output=capture_output, + flush=flush, ) if result is not None: return result @@ -195,6 +204,7 @@ def _tracked_async( capture_input: bool, capture_output: bool, generations_aggregator: Optional[Callable[[List[Any]], str]], + flush: bool, ) -> Callable: @functools.wraps(func) async def wrapper(*args, **kwargs) -> Any: # type: ignore @@ -232,6 +242,7 @@ async def wrapper(*args, **kwargs) -> Any: # type: ignore self._after_call( output=result, capture_output=capture_output, + flush=flush, ) if result is not None: return result @@ -382,6 +393,7 @@ def _after_call( capture_output: bool, generators_span_to_end: Optional[span.SpanData] = None, generators_trace_to_end: Optional[trace.TraceData] = None, + flush: bool = False, ) -> None: try: if output is not None: @@ -413,6 +425,9 @@ def _after_call( client.trace(**trace_data_to_end.__dict__) + if flush: + client.flush() + except Exception as exception: LOGGER.error( logging_messages.UNEXPECTED_EXCEPTION_ON_SPAN_FINALIZATION_FOR_TRACKED_FUNCTION, From 3749d1151b86f1ef1d0d14247854e09b6d5fe4a1 Mon Sep 17 00:00:00 2001 From: AndreiCautisanu <30831438+AndreiCautisanu@users.noreply.github.com> Date: Tue, 8 Oct 2024 12:25:03 +0300 Subject: [PATCH 09/12] OPIK-194 Sanity end-to-end tests - UI tests (#357) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * sanity tests batch 1 - traces spans basic * Update sanity.yml * Update sanity.yml * Update conftest.py * Update conftest.py * proper datatype for inputs outputs * run on demand --------- Co-authored-by: Andrei Căutișanu --- .github/workflows/sanity.yml | 63 +++++++++++++++++++ .../application_sanity/conftest.py | 33 +++++----- .../application_sanity/sanity_config.yaml | 6 +- .../application_sanity/test_sanity.py | 56 +++++++++++++++++ tests_end_to_end/page_objects/ProjectsPage.py | 16 +++++ tests_end_to_end/page_objects/TracesPage.py | 13 ++++ .../page_objects/TracesPageSpansMenu.py | 8 +++ tests_end_to_end/page_objects/__init__.py | 0 8 files changed, 175 insertions(+), 20 deletions(-) create mode 100644 .github/workflows/sanity.yml create mode 100644 tests_end_to_end/application_sanity/test_sanity.py create mode 100644 tests_end_to_end/page_objects/ProjectsPage.py create mode 100644 tests_end_to_end/page_objects/TracesPage.py create mode 100644 tests_end_to_end/page_objects/TracesPageSpansMenu.py create mode 100644 tests_end_to_end/page_objects/__init__.py diff --git a/.github/workflows/sanity.yml b/.github/workflows/sanity.yml new file mode 100644 index 0000000000..aaf0517947 --- /dev/null +++ b/.github/workflows/sanity.yml @@ -0,0 +1,63 @@ +name: Install Local Version of Opik + +on: + workflow_dispatch: + +jobs: + test_installation: + runs-on: ubuntu-20.04 + + steps: + - name: Checkout repo + uses: actions/checkout@v3 + with: + ref: ${{ github.ref }} + + - name: Setup Python + uses: actions/setup-python@v5 + with: + python-version: 3.12 + + - name: Install Opik + run: pip install ${{ github.workspace }}/sdks/python + + - name: Install Test Dependencies + run: | + pip install -r ${{ github.workspace }}/tests_end_to_end/test_requirements.txt + playwright install + + - name: Install Opik + env: + OPIK_USAGE_REPORT_ENABLED: false + run: | + cd ${{ github.workspace }}/deployment/docker-compose + docker compose up -d --build + + - name: Check Docker pods are up + run: | + chmod +x ./tests_end_to_end/installer/check_docker_compose_pods.sh + ./tests_end_to_end/installer/check_docker_compose_pods.sh + shell: bash + + - name: Check backend health + run: | + chmod +x ./tests_end_to_end/installer/check_backend.sh + ./tests_end_to_end/installer/check_backend.sh + shell: bash + + - name: Check app is up via the UI + run: | + pytest -v -s ${{ github.workspace }}/tests_end_to_end/installer/test_app_status.py + + - name: Run sanity suite + run: | + cd ${{ github.workspace }}/tests_end_to_end + export PYTHONPATH='.' + pytest -s application_sanity/test_sanity.py --browser chromium --base-url http://localhost:5173 --setup-show + + - name: Stop Opik server + if: always() + run: | + cd ${{ github.workspace }}/deployment/docker-compose + docker compose down + cd - diff --git a/tests_end_to_end/application_sanity/conftest.py b/tests_end_to_end/application_sanity/conftest.py index affe999d99..6ef87c9133 100644 --- a/tests_end_to_end/application_sanity/conftest.py +++ b/tests_end_to_end/application_sanity/conftest.py @@ -20,16 +20,17 @@ def config(): @pytest.fixture(scope='session', autouse=True) def configure_local(config): - configure(use_local=True) + os.environ['OPIK_URL_OVERRIDE'] = "http://localhost:5173/api" + os.environ['OPIK_WORKSPACE'] = 'default' os.environ['OPIK_PROJECT_NAME'] = config['project']['name'] @pytest.fixture(scope='session', autouse=True) def client(config): - return opik.Opik(project_name=config['project']['name']) + return opik.Opik(project_name=config['project']['name'], host='http://localhost:5173/api') -@pytest.fixture(scope='function') +@pytest.fixture(scope='module') def log_traces_and_spans_low_level(client, config): """ Log 5 traces with spans and subspans using the low level Opik client @@ -37,7 +38,7 @@ def log_traces_and_spans_low_level(client, config): """ trace_config = { - 'count': config['traces']['client']['count'], + 'count': config['traces']['count'], 'prefix': config['traces']['client']['prefix'], 'tags': config['traces']['client']['tags'], 'metadata': config['traces']['client']['metadata'], @@ -45,7 +46,7 @@ def log_traces_and_spans_low_level(client, config): } span_config = { - 'count': config['spans']['client']['count'], + 'count': config['spans']['count'], 'prefix': config['spans']['client']['prefix'], 'tags': config['spans']['client']['tags'], 'metadata': config['spans']['client']['metadata'], @@ -55,8 +56,8 @@ def log_traces_and_spans_low_level(client, config): for trace_index in range(trace_config['count']): client_trace = client.trace( name=trace_config['prefix'] + str(trace_index), - input=f'input-{trace_index}', - output=f'output-{trace_index}', + input={'input': f'input-{trace_index}'}, + output={'output': f'output-{trace_index}'}, tags=trace_config['tags'], metadata=trace_config['metadata'], feedback_scores=trace_config['feedback_scores'] @@ -64,8 +65,8 @@ def log_traces_and_spans_low_level(client, config): for span_index in range(span_config['count']): client_span = client_trace.span( name=span_config['prefix'] + str(span_index), - input=f'input-{span_index}', - output=f'output-{span_index}', + input={'input': f'input-{span_index}'}, + output={'output': f'output-{span_index}'}, tags=span_config['tags'], metadata=span_config['metadata'] ) @@ -73,7 +74,7 @@ def log_traces_and_spans_low_level(client, config): client_span.log_feedback_score(name=score['name'], value=score['value']) -@pytest.fixture(scope='function') +@pytest.fixture(scope='module') def log_traces_and_spans_decorator(config): """ Log 5 traces with spans and subspans using the low level Opik client @@ -81,7 +82,7 @@ def log_traces_and_spans_decorator(config): """ trace_config = { - 'count': config['traces']['decorator']['count'], + 'count': config['traces']['count'], 'prefix': config['traces']['decorator']['prefix'], 'tags': config['traces']['decorator']['tags'], 'metadata': config['traces']['decorator']['metadata'], @@ -89,7 +90,7 @@ def log_traces_and_spans_decorator(config): } span_config = { - 'count': config['spans']['decorator']['count'], + 'count': config['spans']['count'], 'prefix': config['spans']['decorator']['prefix'], 'tags': config['spans']['decorator']['tags'], 'metadata': config['spans']['decorator']['metadata'], @@ -100,12 +101,12 @@ def log_traces_and_spans_decorator(config): def make_span(x): opik_context.update_current_span( name=span_config['prefix'] + str(x), - input=f'input-{x}', + input={'input': f'input-{x}'}, metadata=span_config['metadata'], tags=span_config['tags'], feedback_scores=span_config['feedback_scores'] ) - return f'output-{x}' + return {'output': f'output-{x}'} @track() def make_trace(x): @@ -114,12 +115,12 @@ def make_trace(x): opik_context.update_current_trace( name=trace_config['prefix'] + str(x), - input=f'input-{x}', + input={'input': f'input-{x}'}, metadata=trace_config['metadata'], tags=trace_config['tags'], feedback_scores=trace_config['feedback_scores'] ) - return f'output-{x}' + return {'output': f'output-{x}'} for x in range(trace_config['count']): make_trace(x) diff --git a/tests_end_to_end/application_sanity/sanity_config.yaml b/tests_end_to_end/application_sanity/sanity_config.yaml index 9d53bda6bd..7efebfab0f 100644 --- a/tests_end_to_end/application_sanity/sanity_config.yaml +++ b/tests_end_to_end/application_sanity/sanity_config.yaml @@ -2,9 +2,9 @@ project: name: "test-project" traces: + count: 5 client: prefix: "client-trace-" - count: 5 tags: ["c-tag1", "c-tag2"] feedback-scores: c-score1: 0.5 @@ -15,7 +15,6 @@ traces: decorator: prefix: "decorator-trace-" - count: 5 tags: ["d-tag1", "d-tag2"] feedback-scores: d-score1: 0.1 @@ -25,9 +24,9 @@ traces: d-md2: "val2" spans: + count: 2 client: prefix: "client-span-" - count: 2 tags: ["c-span1", "c-span2"] feedback-scores: s-score1: 0.2 @@ -38,7 +37,6 @@ spans: decorator: prefix: "decorator-span-" - count: 2 tags: ["d-span1", "d-span2"] feedback-scores: s-score1: 0.93 diff --git a/tests_end_to_end/application_sanity/test_sanity.py b/tests_end_to_end/application_sanity/test_sanity.py new file mode 100644 index 0000000000..d940228f13 --- /dev/null +++ b/tests_end_to_end/application_sanity/test_sanity.py @@ -0,0 +1,56 @@ +import pytest +from playwright.sync_api import Page, expect +from page_objects.ProjectsPage import ProjectsPage +from page_objects.TracesPage import TracesPage +from page_objects.TracesPageSpansMenu import TracesPageSpansMenu + + +def test_project_name(page: Page, log_traces_and_spans_decorator, log_traces_and_spans_low_level): + projects_page = ProjectsPage(page) + projects_page.go_to_page() + projects_page.check_project_exists('test-project') + + +def test_traces_created(page, config, log_traces_and_spans_low_level, log_traces_and_spans_decorator): + #navigate to project + projects_page = ProjectsPage(page) + projects_page.go_to_page() + + #wait for data to actually arrive to the frontend + #TODO: replace this with a smarter waiting mechanism + page.wait_for_timeout(5000) + projects_page.click_project(config['project']['name']) + + #grab all traces of project + traces_page = TracesPage(page) + trace_names = traces_page.get_all_trace_names() + + client_prefix = config['traces']['client']['prefix'] + decorator_prefix = config['traces']['decorator']['prefix'] + + for count in range(config['traces']['count']): + for prefix in [client_prefix, decorator_prefix]: + assert prefix+str(count) in trace_names + + +def test_spans_of_traces(page, config, log_traces_and_spans_low_level, log_traces_and_spans_decorator): + projects_page = ProjectsPage(page) + projects_page.go_to_page() + + #wait for data to actually arrive to the frontend + #TODO: replace this with a smarter waiting mechanism + projects_page.click_project(config['project']['name']) + + #grab all traces of project + traces_page = TracesPage(page) + trace_names = traces_page.get_all_trace_names() + + for trace in trace_names: + page.get_by_text(trace).click() + spans_menu = TracesPageSpansMenu(page) + trace_type = trace.split('-')[0] # 'client' or 'decorator' + for count in range(config['spans']['count']): + prefix = config['spans'][trace_type]['prefix'] + spans_menu.check_span_exists_by_name(f'{prefix}{count}') + + diff --git a/tests_end_to_end/page_objects/ProjectsPage.py b/tests_end_to_end/page_objects/ProjectsPage.py new file mode 100644 index 0000000000..c06e87a582 --- /dev/null +++ b/tests_end_to_end/page_objects/ProjectsPage.py @@ -0,0 +1,16 @@ +from playwright.sync_api import Page, expect + +class ProjectsPage: + def __init__(self, page: Page): + self.page = page + self.url = '/projects' + self.projects_table = page.get_by_role('table') + + def go_to_page(self): + self.page.goto(self.url) + + def click_project(self, project_name): + self.page.get_by_role('cell', name=project_name).click() + + def check_project_exists(self, project_name): + expect(self.projects_table.get_by_role('cell', name=project_name)).to_be_visible() \ No newline at end of file diff --git a/tests_end_to_end/page_objects/TracesPage.py b/tests_end_to_end/page_objects/TracesPage.py new file mode 100644 index 0000000000..2df04eab05 --- /dev/null +++ b/tests_end_to_end/page_objects/TracesPage.py @@ -0,0 +1,13 @@ +from playwright.sync_api import Page, expect + +class TracesPage: + def __init__(self, page: Page): + self.page = page + self.traces_table = self.page.get_by_role('table') + self.trace_names_selector = 'tr td:nth-child(2) div span' + + def get_all_trace_names(self): + self.page.wait_for_selector(self.trace_names_selector) + + names = self.page.locator(self.trace_names_selector).all_inner_texts() + return names \ No newline at end of file diff --git a/tests_end_to_end/page_objects/TracesPageSpansMenu.py b/tests_end_to_end/page_objects/TracesPageSpansMenu.py new file mode 100644 index 0000000000..a0a495ebc4 --- /dev/null +++ b/tests_end_to_end/page_objects/TracesPageSpansMenu.py @@ -0,0 +1,8 @@ +from playwright.sync_api import Page, expect + +class TracesPageSpansMenu: + def __init__(self, page: Page): + self.page = page + + def check_span_exists_by_name(self, name): + expect(self.page.get_by_role('button', name=name)).to_be_visible() \ No newline at end of file diff --git a/tests_end_to_end/page_objects/__init__.py b/tests_end_to_end/page_objects/__init__.py new file mode 100644 index 0000000000..e69de29bb2 From ce4cf847dad986a807df47327aa2bac531e32f5c Mon Sep 17 00:00:00 2001 From: Alexander Barannikov <32936723+japdubengsub@users.noreply.github.com> Date: Tue, 8 Oct 2024 13:28:54 +0100 Subject: [PATCH 10/12] [OPIK-187] [SDK] Allow users to configure the project name in track decorator (#348) * add new "project name" attr to trace and span data-objects * add support of "project name" arg to Opik's span() and trace() * add support of "project name" arg to base decorator * handle different project names in trace and spans properly (use project name of parent object) * add support of "project name" arg to opik decorator * add partial support of "project name" arg to openai decorator * add e2e tests * fix linter warnings * show warning only when the users explicitly specifies a project name for the span that is different from the parent span project name * fix linter warnings * fix the conditions under which the message is displayed --- .../src/opik/api_objects/opik_client.py | 33 ++++-- sdks/python/src/opik/api_objects/span.py | 1 + sdks/python/src/opik/api_objects/trace.py | 1 + .../src/opik/decorator/arguments_helpers.py | 1 + .../opik/decorator/base_track_decorator.py | 42 ++++++- sdks/python/src/opik/decorator/tracker.py | 8 +- .../integrations/openai/openai_decorator.py | 8 +- sdks/python/tests/e2e/conftest.py | 5 +- sdks/python/tests/e2e/test_tracing.py | 110 +++++++++++++++++- sdks/python/tests/e2e/verifiers.py | 12 +- 10 files changed, 204 insertions(+), 17 deletions(-) diff --git a/sdks/python/src/opik/api_objects/opik_client.py b/sdks/python/src/opik/api_objects/opik_client.py index 6fd6aeb294..b829517360 100644 --- a/sdks/python/src/opik/api_objects/opik_client.py +++ b/sdks/python/src/opik/api_objects/opik_client.py @@ -17,7 +17,7 @@ ) from ..message_processing import streamer_constructors, messages, jsonable_encoder from ..rest_api import client as rest_api_client -from ..rest_api.types import dataset_public, trace_public, span_public +from ..rest_api.types import dataset_public, trace_public, span_public, project_public from ..rest_api.core.api_error import ApiError from .. import datetime_helpers, config, httpx_client @@ -90,6 +90,7 @@ def trace( metadata: Optional[Dict[str, Any]] = None, tags: Optional[List[str]] = None, feedback_scores: Optional[List[FeedbackScoreDict]] = None, + project_name: Optional[str] = None, ) -> trace.Trace: """ Create and log a new trace. @@ -103,7 +104,8 @@ def trace( output: The output data for the trace. This can be any valid JSON serializable object. metadata: Additional metadata for the trace. This can be any valid JSON serializable object. tags: Tags associated with the trace. - feedback_scores: The list of feedback score dicts assosiated with the trace. Dicts don't required to have an `id` value. + feedback_scores: The list of feedback score dicts associated with the trace. Dicts don't require to have an `id` value. + project_name: The name of the project. Returns: trace.Trace: The created trace object. @@ -114,7 +116,7 @@ def trace( ) create_trace_message = messages.CreateTraceMessage( trace_id=id, - project_name=self._project_name, + project_name=project_name or self._project_name, name=name, start_time=start_time, end_time=end_time, @@ -134,7 +136,7 @@ def trace( return trace.Trace( id=id, message_streamer=self._streamer, - project_name=self._project_name, + project_name=project_name or self._project_name, ) def span( @@ -152,6 +154,7 @@ def span( tags: Optional[List[str]] = None, usage: Optional[UsageDict] = None, feedback_scores: Optional[List[FeedbackScoreDict]] = None, + project_name: Optional[str] = None, ) -> span.Span: """ Create and log a new span. @@ -169,7 +172,8 @@ def span( output: The output data for the span. This can be any valid JSON serializable object. tags: Tags associated with the span. usage: Usage data for the span. - feedback_scores: The list of feedback score dicts assosiated with the span. Dicts don't required to have an `id` value. + feedback_scores: The list of feedback score dicts associated with the span. Dicts don't require to have an `id` value. + project_name: The name of the project. Returns: span.Span: The created span object. @@ -193,7 +197,7 @@ def span( # This version is likely not final. create_trace_message = messages.CreateTraceMessage( trace_id=trace_id, - project_name=self._project_name, + project_name=project_name or self._project_name, name=name, start_time=start_time, end_time=end_time, @@ -207,7 +211,7 @@ def span( create_span_message = messages.CreateSpanMessage( span_id=id, trace_id=trace_id, - project_name=self._project_name, + project_name=project_name or self._project_name, parent_span_id=parent_span_id, name=name, type=type, @@ -231,7 +235,7 @@ def span( id=id, parent_span_id=parent_span_id, trace_id=trace_id, - project_name=self._project_name, + project_name=project_name or self._project_name, message_streamer=self._streamer, ) @@ -478,6 +482,19 @@ def get_span_content(self, id: str) -> span_public.SpanPublic: """ return self._rest_client.spans.get_span_by_id(id) + def get_project(self, id: str) -> project_public.ProjectPublic: + """ + Fetches a project by its unique identifier. + + Parameters: + id (str): project if (uuid). + + Returns: + project_public.ProjectPublic: pydantic model object with all the data associated with the project found. + Raises an error if project was not found + """ + return self._rest_client.projects.get_project_by_id(id) + @functools.lru_cache() def get_client_cached() -> Opik: diff --git a/sdks/python/src/opik/api_objects/span.py b/sdks/python/src/opik/api_objects/span.py index e955016738..100669a7ec 100644 --- a/sdks/python/src/opik/api_objects/span.py +++ b/sdks/python/src/opik/api_objects/span.py @@ -246,6 +246,7 @@ class SpanData: tags: Optional[List[str]] = None usage: Optional[UsageDict] = None feedback_scores: Optional[List[FeedbackScoreDict]] = None + project_name: Optional[str] = None def update(self, **new_data: Any) -> "SpanData": for key, value in new_data.items(): diff --git a/sdks/python/src/opik/api_objects/trace.py b/sdks/python/src/opik/api_objects/trace.py index 86e75f20cf..aa80caf292 100644 --- a/sdks/python/src/opik/api_objects/trace.py +++ b/sdks/python/src/opik/api_objects/trace.py @@ -217,6 +217,7 @@ class TraceData: output: Optional[Dict[str, Any]] = None tags: Optional[List[str]] = None feedback_scores: Optional[List[FeedbackScoreDict]] = None + project_name: Optional[str] = None def update(self, **new_data: Any) -> "TraceData": for key, value in new_data.items(): diff --git a/sdks/python/src/opik/decorator/arguments_helpers.py b/sdks/python/src/opik/decorator/arguments_helpers.py index 87aee5be2b..fb1cde826b 100644 --- a/sdks/python/src/opik/decorator/arguments_helpers.py +++ b/sdks/python/src/opik/decorator/arguments_helpers.py @@ -42,3 +42,4 @@ class StartSpanParameters(BaseArguments): tags: Optional[List[str]] = None metadata: Optional[Dict[str, Any]] = None input: Optional[Dict[str, Any]] = None + project_name: Optional[str] = None diff --git a/sdks/python/src/opik/decorator/base_track_decorator.py b/sdks/python/src/opik/decorator/base_track_decorator.py index efb01789c9..08155a8f49 100644 --- a/sdks/python/src/opik/decorator/base_track_decorator.py +++ b/sdks/python/src/opik/decorator/base_track_decorator.py @@ -42,6 +42,7 @@ def track( capture_output: bool = True, generations_aggregator: Optional[Callable[[List[Any]], Any]] = None, flush: bool = False, + project_name: Optional[str] = None, ) -> Union[Callable, Callable[[Callable], Callable]]: """ Decorator to track the execution of a function. @@ -57,6 +58,7 @@ def track( capture_output: Whether to capture the output result. generations_aggregator: Function to aggregate generation results. flush: Whether to flush the client after logging. + project_name: The name of the project to log data. Returns: Callable: The decorated function(if used without parentheses) @@ -84,6 +86,7 @@ def track( capture_output=capture_output, generations_aggregator=generations_aggregator, flush=flush, + project_name=project_name, ) def decorator(func: Callable) -> Callable: @@ -97,6 +100,7 @@ def decorator(func: Callable) -> Callable: capture_output=capture_output, generations_aggregator=generations_aggregator, flush=flush, + project_name=project_name, ) return decorator @@ -112,6 +116,7 @@ def _decorate( capture_output: bool, generations_aggregator: Optional[Callable[[List[Any]], Any]], flush: bool, + project_name: Optional[str], ) -> Callable: if not inspect_helpers.is_async(func): return self._tracked_sync( @@ -124,6 +129,7 @@ def _decorate( capture_output=capture_output, generations_aggregator=generations_aggregator, flush=flush, + project_name=project_name, ) return self._tracked_async( @@ -136,6 +142,7 @@ def _decorate( capture_output=capture_output, generations_aggregator=generations_aggregator, flush=flush, + project_name=project_name, ) def _tracked_sync( @@ -149,6 +156,7 @@ def _tracked_sync( capture_output: bool, generations_aggregator: Optional[Callable[[List[Any]], str]], flush: bool, + project_name: Optional[str], ) -> Callable: @functools.wraps(func) def wrapper(*args, **kwargs) -> Any: # type: ignore @@ -159,6 +167,7 @@ def wrapper(*args, **kwargs) -> Any: # type: ignore tags=tags, metadata=metadata, capture_input=capture_input, + project_name=project_name, args=args, kwargs=kwargs, ) @@ -205,6 +214,7 @@ def _tracked_async( capture_output: bool, generations_aggregator: Optional[Callable[[List[Any]], str]], flush: bool, + project_name: Optional[str], ) -> Callable: @functools.wraps(func) async def wrapper(*args, **kwargs) -> Any: # type: ignore @@ -215,6 +225,7 @@ async def wrapper(*args, **kwargs) -> Any: # type: ignore tags=tags, metadata=metadata, capture_input=capture_input, + project_name=project_name, args=args, kwargs=kwargs, ) @@ -257,6 +268,7 @@ def _before_call( tags: Optional[List[str]], metadata: Optional[Dict[str, Any]], capture_input: bool, + project_name: Optional[str], args: Tuple, kwargs: Dict[str, Any], ) -> None: @@ -272,6 +284,7 @@ def _before_call( tags=tags, metadata=metadata, capture_input=capture_input, + project_name=project_name, args=args, kwargs=kwargs, ) @@ -307,6 +320,17 @@ def _create_span( if current_span_data is not None: # There is already at least one span in current context. # Simply attach a new span to it. + + if start_span_arguments.project_name != current_span_data.project_name: + if start_span_arguments.project_name is not None: + LOGGER.warning( + "You are attempting to log data into a nested span under " + f'the project name "{start_span_arguments.project_name}". ' + f'However, the project name "{current_span_data.project_name}" ' + "from parent span will be used instead." + ) + start_span_arguments.project_name = current_span_data.project_name + span_data = span.SpanData( id=helpers.generate_id(), parent_span_id=current_span_data.id, @@ -317,16 +341,27 @@ def _create_span( tags=start_span_arguments.tags, metadata=start_span_arguments.metadata, input=start_span_arguments.input, + project_name=start_span_arguments.project_name, ) context_storage.add_span_data(span_data) return if current_trace_data is not None and current_span_data is None: - # By default we expect trace to be created with a span. + # By default, we expect trace to be created with a span. # But there can be cases when trace was created and added # to context manually (not via decorator). # In that case decorator should just create a span for the existing trace. + if start_span_arguments.project_name != current_trace_data.project_name: + if start_span_arguments.project_name is not None: + LOGGER.warning( + "You are attempting to log data into a nested span under " + f'the project name "{start_span_arguments.project_name}". ' + f'However, the project name "{current_trace_data.project_name}" ' + "from the trace will be used instead." + ) + start_span_arguments.project_name = current_trace_data.project_name + span_data = span.SpanData( id=helpers.generate_id(), parent_span_id=None, @@ -337,6 +372,7 @@ def _create_span( tags=start_span_arguments.tags, metadata=start_span_arguments.metadata, input=start_span_arguments.input, + project_name=start_span_arguments.project_name, ) context_storage.add_span_data(span_data) return @@ -351,6 +387,7 @@ def _create_span( input=start_span_arguments.input, metadata=start_span_arguments.metadata, tags=start_span_arguments.tags, + project_name=start_span_arguments.project_name, ) TRACES_CREATED_BY_DECORATOR.add(trace_data.id) @@ -364,6 +401,7 @@ def _create_span( tags=start_span_arguments.tags, metadata=start_span_arguments.metadata, input=start_span_arguments.input, + project_name=start_span_arguments.project_name, ) context_storage.set_trace_data(trace_data) @@ -384,6 +422,7 @@ def _create_distributed_node_root_span( metadata=start_span_arguments.metadata, tags=start_span_arguments.tags, type=start_span_arguments.type, + project_name=start_span_arguments.project_name, ) context_storage.add_span_data(span_data) @@ -481,6 +520,7 @@ def _start_span_inputs_preprocessor( capture_input: bool, args: Tuple, kwargs: Dict[str, Any], + project_name: Optional[str], ) -> arguments_helpers.StartSpanParameters: ... @abc.abstractmethod diff --git a/sdks/python/src/opik/decorator/tracker.py b/sdks/python/src/opik/decorator/tracker.py index b24949eae2..e20c5f8e0b 100644 --- a/sdks/python/src/opik/decorator/tracker.py +++ b/sdks/python/src/opik/decorator/tracker.py @@ -26,6 +26,7 @@ def _start_span_inputs_preprocessor( capture_input: bool, args: Tuple, kwargs: Dict[str, Any], + project_name: Optional[str], ) -> arguments_helpers.StartSpanParameters: input = ( inspect_helpers.extract_inputs(func, args, kwargs) @@ -36,7 +37,12 @@ def _start_span_inputs_preprocessor( name = name if name is not None else func.__name__ result = arguments_helpers.StartSpanParameters( - name=name, input=input, type=type, tags=tags, metadata=metadata + name=name, + input=input, + type=type, + tags=tags, + metadata=metadata, + project_name=project_name, ) return result diff --git a/sdks/python/src/opik/integrations/openai/openai_decorator.py b/sdks/python/src/opik/integrations/openai/openai_decorator.py index fa2ccfd7df..2afa5989b2 100644 --- a/sdks/python/src/opik/integrations/openai/openai_decorator.py +++ b/sdks/python/src/opik/integrations/openai/openai_decorator.py @@ -33,6 +33,7 @@ def _start_span_inputs_preprocessor( capture_input: bool, args: Optional[Tuple], kwargs: Optional[Dict[str, Any]], + project_name: Optional[str], ) -> arguments_helpers.StartSpanParameters: assert ( kwargs is not None @@ -55,7 +56,12 @@ def _start_span_inputs_preprocessor( tags = ["openai"] result = arguments_helpers.StartSpanParameters( - name=name, input=input, type=type, tags=tags, metadata=metadata + name=name, + input=input, + type=type, + tags=tags, + metadata=metadata, + project_name=project_name, ) return result diff --git a/sdks/python/tests/e2e/conftest.py b/sdks/python/tests/e2e/conftest.py index fac770dabf..5a0d711c69 100644 --- a/sdks/python/tests/e2e/conftest.py +++ b/sdks/python/tests/e2e/conftest.py @@ -1,12 +1,15 @@ import os import random import string +from typing import Final import opik import opik.api_objects.opik_client import pytest +OPIK_E2E_TESTS_PROJECT_NAME: Final[str] = "e2e-tests" + def _random_chars(n: int = 6) -> str: return "".join(random.choice(string.ascii_letters) for _ in range(n)) @@ -14,7 +17,7 @@ def _random_chars(n: int = 6) -> str: @pytest.fixture(scope="session") def configure_e2e_tests_env(): - os.environ["OPIK_PROJECT_NAME"] = "e2e-tests" + os.environ["OPIK_PROJECT_NAME"] = OPIK_E2E_TESTS_PROJECT_NAME @pytest.fixture() diff --git a/sdks/python/tests/e2e/test_tracing.py b/sdks/python/tests/e2e/test_tracing.py index 7501edd2e2..17de09b32e 100644 --- a/sdks/python/tests/e2e/test_tracing.py +++ b/sdks/python/tests/e2e/test_tracing.py @@ -1,17 +1,103 @@ -from . import verifiers +import pytest + import opik +from opik import opik_context +from . import verifiers +from .conftest import OPIK_E2E_TESTS_PROJECT_NAME -from opik import opik_context +@pytest.mark.parametrize( + "project_name", + [ + "e2e-tests-manual-project-name", + None, + ], +) +def test_tracked_function__happyflow(opik_client, project_name): + # Setup + ID_STORAGE = {} + + @opik.track( + tags=["outer-tag1", "outer-tag2"], + metadata={"outer-metadata-key": "outer-metadata-value"}, + project_name=project_name, + ) + def f_outer(x): + ID_STORAGE["f_outer-trace-id"] = opik_context.get_current_trace_data().id + ID_STORAGE["f_outer-span-id"] = opik_context.get_current_span_data().id + + f_inner("inner-input") + return "outer-output" + + @opik.track( + tags=["inner-tag1", "inner-tag2"], + metadata={"inner-metadata-key": "inner-metadata-value"}, + project_name=project_name, + ) + def f_inner(y): + ID_STORAGE["f_inner-span-id"] = opik_context.get_current_span_data().id + return "inner-output" + + # Call + f_outer("outer-input") + opik.flush_tracker() + + # Verify trace + verifiers.verify_trace( + opik_client=opik_client, + trace_id=ID_STORAGE["f_outer-trace-id"], + name="f_outer", + input={"x": "outer-input"}, + output={"output": "outer-output"}, + metadata={"outer-metadata-key": "outer-metadata-value"}, + tags=["outer-tag1", "outer-tag2"], + project_name=project_name or OPIK_E2E_TESTS_PROJECT_NAME, + ) + + # Verify top level span + verifiers.verify_span( + opik_client=opik_client, + span_id=ID_STORAGE["f_outer-span-id"], + parent_span_id=None, + trace_id=ID_STORAGE["f_outer-trace-id"], + name="f_outer", + input={"x": "outer-input"}, + output={"output": "outer-output"}, + metadata={"outer-metadata-key": "outer-metadata-value"}, + tags=["outer-tag1", "outer-tag2"], + project_name=project_name or OPIK_E2E_TESTS_PROJECT_NAME, + ) + # Verify nested span + verifiers.verify_span( + opik_client=opik_client, + span_id=ID_STORAGE["f_inner-span-id"], + parent_span_id=ID_STORAGE["f_outer-span-id"], + trace_id=ID_STORAGE["f_outer-trace-id"], + name="f_inner", + input={"y": "inner-input"}, + output={"output": "inner-output"}, + metadata={"inner-metadata-key": "inner-metadata-value"}, + tags=["inner-tag1", "inner-tag2"], + project_name=project_name or OPIK_E2E_TESTS_PROJECT_NAME, + ) -def test_tracked_function__happyflow(opik_client): + +def test_tracked_function__try_different_project_names(opik_client): + """ + In this test we will try to use different project names for outer and inner spans. + For both spans and for trace only outer span project name will be used. + """ # Setup + project_name = "e2e-tests-manual-project-name--decorator" + project_name2 = "e2e-tests-manual-project--this-will-be-ignored" + ID_STORAGE = {} @opik.track( tags=["outer-tag1", "outer-tag2"], metadata={"outer-metadata-key": "outer-metadata-value"}, + project_name=project_name, ) def f_outer(x): ID_STORAGE["f_outer-trace-id"] = opik_context.get_current_trace_data().id @@ -23,6 +109,7 @@ def f_outer(x): @opik.track( tags=["inner-tag1", "inner-tag2"], metadata={"inner-metadata-key": "inner-metadata-value"}, + project_name=project_name2, ) def f_inner(y): ID_STORAGE["f_inner-span-id"] = opik_context.get_current_span_data().id @@ -41,6 +128,7 @@ def f_inner(y): output={"output": "outer-output"}, metadata={"outer-metadata-key": "outer-metadata-value"}, tags=["outer-tag1", "outer-tag2"], + project_name=project_name, ) # Verify top level span @@ -54,6 +142,7 @@ def f_inner(y): output={"output": "outer-output"}, metadata={"outer-metadata-key": "outer-metadata-value"}, tags=["outer-tag1", "outer-tag2"], + project_name=project_name, ) # Verify nested span @@ -67,10 +156,20 @@ def f_inner(y): output={"output": "inner-output"}, metadata={"inner-metadata-key": "inner-metadata-value"}, tags=["inner-tag1", "inner-tag2"], + project_name=project_name, ) -def test_manually_created_trace_and_span__happyflow(opik_client: opik.Opik): +@pytest.mark.parametrize( + "project_name", + [ + "e2e-tests-manual-project-name", + None, + ], +) +def test_manually_created_trace_and_span__happyflow( + opik_client: opik.Opik, project_name +): # Call trace = opik_client.trace( name="trace-name", @@ -78,6 +177,7 @@ def test_manually_created_trace_and_span__happyflow(opik_client: opik.Opik): output={"output": "trace-output"}, tags=["trace-tag"], metadata={"trace-metadata-key": "trace-metadata-value"}, + project_name=project_name, ) span = trace.span( name="span-name", @@ -98,6 +198,7 @@ def test_manually_created_trace_and_span__happyflow(opik_client: opik.Opik): output={"output": "trace-output"}, tags=["trace-tag"], metadata={"trace-metadata-key": "trace-metadata-value"}, + project_name=project_name or OPIK_E2E_TESTS_PROJECT_NAME, ) # Verify span @@ -111,4 +212,5 @@ def test_manually_created_trace_and_span__happyflow(opik_client: opik.Opik): output={"output": "span-output"}, tags=["span-tag"], metadata={"span-metadata-key": "span-metadata-value"}, + project_name=project_name or OPIK_E2E_TESTS_PROJECT_NAME, ) diff --git a/sdks/python/tests/e2e/verifiers.py b/sdks/python/tests/e2e/verifiers.py index a5c8846f8b..1ee506fad2 100644 --- a/sdks/python/tests/e2e/verifiers.py +++ b/sdks/python/tests/e2e/verifiers.py @@ -19,6 +19,7 @@ def verify_trace( output: Dict[str, Any] = mock.ANY, # type: ignore tags: List[str] = mock.ANY, # type: ignore feedback_scores: List[FeedbackScoreDict] = mock.ANY, # type: ignore + project_name: Optional[str] = mock.ANY, ): if not synchronization.until( lambda: (opik_client.get_trace_content(id=trace_id) is not None), @@ -38,6 +39,10 @@ def verify_trace( ) assert trace.tags == tags, testlib.prepare_difference_report(trace.tags, tags) + if project_name is not mock.ANY: + trace_project = opik_client.get_project(trace.project_id) + assert trace_project.name == project_name + if feedback_scores is not mock.ANY: actual_feedback_scores = ( [] if trace.feedback_scores is None else trace.feedback_scores @@ -80,7 +85,8 @@ def verify_span( output: Dict[str, Any] = mock.ANY, # type: ignore tags: List[str] = mock.ANY, # type: ignore type: str = mock.ANY, # type: ignore - feedback_scores: List[FeedbackScoreDict] = mock.ANY, # type: ignore, + feedback_scores: List[FeedbackScoreDict] = mock.ANY, # type: ignore + project_name: Optional[str] = mock.ANY, ): if not synchronization.until( lambda: (opik_client.get_span_content(id=span_id) is not None), @@ -109,6 +115,10 @@ def verify_span( ) assert span.tags == tags, testlib.prepare_difference_report(span.tags, tags) + if project_name is not mock.ANY: + span_project = opik_client.get_project(span.project_id) + assert span_project.name == project_name + if feedback_scores is not mock.ANY: actual_feedback_scores = ( [] if span.feedback_scores is None else span.feedback_scores From 076094bd5bae90c1b60e142878486722bf66b94e Mon Sep 17 00:00:00 2001 From: github-actions Date: Tue, 8 Oct 2024 14:07:32 +0000 Subject: [PATCH 11/12] Update base version to 0.1.21 --- version.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/version.txt b/version.txt index baa9837854..790629964e 100644 --- a/version.txt +++ b/version.txt @@ -1 +1 @@ -0.1.20 +0.1.21 From 76144c570de0dc9ed691c4c2b733e4c6fc032a9d Mon Sep 17 00:00:00 2001 From: github-actions Date: Tue, 8 Oct 2024 14:16:51 +0000 Subject: [PATCH 12/12] Update base version to 0.1.22 --- version.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/version.txt b/version.txt index 790629964e..7e72641b4b 100644 --- a/version.txt +++ b/version.txt @@ -1 +1 @@ -0.1.21 +0.1.22