From 8d0bde037b6dbc0b92ba21926fc3ba46c06bba7e Mon Sep 17 00:00:00 2001 From: Christoph Strobl Date: Tue, 6 Aug 2024 15:36:27 +0200 Subject: [PATCH] Add sample for reusable repository extensions. Closes #690 --- README.adoc | 4 +- mongodb/fragment-spi/README.md | 35 + mongodb/fragment-spi/atlas-api/pom.xml | 14 + .../spi/mongodb/atlas/AtlasRepository.java | 27 + .../atlas/AtlasRepositoryFragment.java | 74 + .../main/resources/META-INF/spring.factories | 1 + mongodb/fragment-spi/pom.xml | 19 + mongodb/fragment-spi/sample/pom.xml | 26 + .../mongodb/ApplicationConfiguration.java | 26 + .../java/com/example/data/mongodb/Movie.java | 62 + .../example/data/mongodb/MovieRepository.java | 26 + .../src/main/resources/application.properties | 1 + .../data/mongodb/MovieRepositoryTests.java | 266 + .../java/com/example/data/mongodb/Movies.java | 109 + .../test/resources/mflix.embedded_movies.json | 629618 +++++++++++++++ mongodb/pom.xml | 1 + .../mongodb/util/AtlasContainer.java | 59 + .../mongodb/util/MongoContainers.java | 20 +- 18 files changed, 630380 insertions(+), 8 deletions(-) create mode 100644 mongodb/fragment-spi/README.md create mode 100644 mongodb/fragment-spi/atlas-api/pom.xml create mode 100644 mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepository.java create mode 100644 mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepositoryFragment.java create mode 100644 mongodb/fragment-spi/atlas-api/src/main/resources/META-INF/spring.factories create mode 100644 mongodb/fragment-spi/pom.xml create mode 100644 mongodb/fragment-spi/sample/pom.xml create mode 100644 mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/ApplicationConfiguration.java create mode 100644 mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/Movie.java create mode 100644 mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/MovieRepository.java create mode 100644 mongodb/fragment-spi/sample/src/main/resources/application.properties create mode 100644 mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/MovieRepositoryTests.java create mode 100644 mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/Movies.java create mode 100644 mongodb/fragment-spi/sample/src/test/resources/mflix.embedded_movies.json create mode 100644 mongodb/util/src/main/java/example/springdata/mongodb/util/AtlasContainer.java diff --git a/README.adoc b/README.adoc index 235e3fbef..43d26ddbd 100644 --- a/README.adoc +++ b/README.adoc @@ -112,8 +112,8 @@ WARNING: If you're done using it, don't forget to shut it down! == Miscellaneous -* `bom` - Example project how to use the Spring Data release train bom in non-Spring-Boot - scenarios. +* `mongodb/fragment-spi` - Example project how to use Spring Data Fragment SPI to provide reusable custom extensions. +* `bom` - Example project how to use the Spring Data release train bom in non-Spring-Boot scenarios. * `map` - Example project to show how to use `Map`-backed repositories. * `multi-store` - Example project to use both Spring Data MongoDB and Spring Data JPA in one project. diff --git a/mongodb/fragment-spi/README.md b/mongodb/fragment-spi/README.md new file mode 100644 index 000000000..9b514b27f --- /dev/null +++ b/mongodb/fragment-spi/README.md @@ -0,0 +1,35 @@ +# Spring Data - Fragment SPI Example + +This project contains a sample using `spring.factories` to register implementation details for a repository extension for MongoDB Vector Search that lives outside of the project namespace. + +The project is divided into the `atlas-api`, providing the extension, and the `sample` using it. + +## atlas-api + +The `AtlasRepository` is the base interface containing a `vectorSearch` method that is implemented in `AtlasRepositoryFragment`. The configuration in `src/main/resources/META-INF/spring.factories` makes sure it is picked up by the spring data infrastructure. + +The implementation leverages `RepositoryMethodContext` to get hold of method invocation metadata to determine the collection name derived from the repositories domain type ``. +Since providing the metadata needs to be explicitly activated the `AtlasRepositoryFragment` uses the additional marker interface `RepositoryMetadataAccess` enabling the features for repositories extending the `AtlasRepository`. + +## sample + +The `MovieRepository` extends the `AtlasRepository` from the api project using a `Movie` type targeting the `movies` collection. No further configuration is needed to use the provided `vectorSearch` within the `MovieRepositoryTests`. + +The `Movies` class in `src/main/test` takes care of setting up required test data and indexes. + +## Running the sample + +The is using a local MongoDB Atlas instance bootstrapped by Testcontainers. +Running the `MovieRepositoryTests` the `test/movies` collection will be populated with about 400 entries from the `mflix.embedded_movies.json` file. +Please be patient while data is loaded into the database and the index created afterwards. +Progress information will be printed to the log. +```log +INFO - com.example.data.mongodb.Movies: 73 - Loading movies mflix.embedded_movies.json +INFO - com.example.data.mongodb.Movies: 90 - Created 420 movies in test.movies +INFO - com.example.data.mongodb.Movies: 65 - creating vector index +INFO - com.example.data.mongodb.Movies: 68 - index 'plot_vector_index' created +``` +Once data and index are available search result will be printed: +```log +INFO - ...mongodb.MovieRepositoryTests: 183 - Movie{id='66d6ee0937e07b74aa2939cc', ... +``` diff --git a/mongodb/fragment-spi/atlas-api/pom.xml b/mongodb/fragment-spi/atlas-api/pom.xml new file mode 100644 index 000000000..d7b01df81 --- /dev/null +++ b/mongodb/fragment-spi/atlas-api/pom.xml @@ -0,0 +1,14 @@ + + 4.0.0 + + + org.springframework.data.examples + spring-data-mongodb-fragment-spi + 2.0.0.BUILD-SNAPSHOT + + + spring-data-mongodb-fragment-spi-atlas + Spring Data MongoDB - Reusable Fragments - Vector Search Fragment + + diff --git a/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepository.java b/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepository.java new file mode 100644 index 000000000..1dc0f8e47 --- /dev/null +++ b/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepository.java @@ -0,0 +1,27 @@ +/* + * Copyright 2024 the original author or authors. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * https://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.example.spi.mongodb.atlas; + +import java.util.List; + + +/** + * @author Christoph Strobl + */ +public interface AtlasRepository { + + List vectorSearch(String index, String path, List vector); +} diff --git a/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepositoryFragment.java b/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepositoryFragment.java new file mode 100644 index 000000000..f07c1a722 --- /dev/null +++ b/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepositoryFragment.java @@ -0,0 +1,74 @@ +/* + * Copyright 2024 the original author or authors. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * https://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.example.spi.mongodb.atlas; + +import java.util.List; + +import org.bson.Document; +import org.springframework.beans.factory.annotation.Autowired; +import org.springframework.core.ResolvableType; +import org.springframework.data.domain.Limit; +import org.springframework.data.mongodb.core.MongoOperations; +import org.springframework.data.mongodb.core.aggregation.Aggregation; +import org.springframework.data.repository.core.RepositoryMetadata; +import org.springframework.data.repository.core.RepositoryMethodContext; +import org.springframework.data.repository.core.support.RepositoryMetadataAccess; + +class AtlasRepositoryFragment implements AtlasRepository, RepositoryMetadataAccess { + + private final MongoOperations mongoOperations; + + public AtlasRepositoryFragment(@Autowired MongoOperations mongoOperations) { + this.mongoOperations = mongoOperations; + } + + @Override + @SuppressWarnings("unchecked") + public List vectorSearch(String index, String path, List vector) { + + RepositoryMethodContext methodContext = RepositoryMethodContext.getContext(); + + Class domainType = resolveDomainType(methodContext.getMetadata()); + + Document $vectorSearch = createDocument(index, path, vector, Limit.of(10)); + Aggregation aggregation = Aggregation.newAggregation(ctx -> $vectorSearch); + + return (List) mongoOperations.aggregate(aggregation, mongoOperations.getCollectionName(domainType), domainType).getMappedResults(); + } + + @SuppressWarnings("unchecked") + private static Class resolveDomainType(RepositoryMetadata metadata) { + + // resolve the actual generic type argument of the AtlasRepository. + return (Class) ResolvableType.forClass(metadata.getRepositoryInterface()) + .as(AtlasRepository.class) + .getGeneric(0) + .resolve(); + } + + private static Document createDocument(String indexName, String path, List vector, Limit limit) { + + Document $vectorSearch = new Document(); + + $vectorSearch.append("index", indexName); + $vectorSearch.append("path", path); + $vectorSearch.append("queryVector", vector); + $vectorSearch.append("limit", limit.max()); + $vectorSearch.append("numCandidates", 150); + + return new Document("$vectorSearch", $vectorSearch); + } +} diff --git a/mongodb/fragment-spi/atlas-api/src/main/resources/META-INF/spring.factories b/mongodb/fragment-spi/atlas-api/src/main/resources/META-INF/spring.factories new file mode 100644 index 000000000..cddeae58c --- /dev/null +++ b/mongodb/fragment-spi/atlas-api/src/main/resources/META-INF/spring.factories @@ -0,0 +1 @@ +com.example.spi.mongodb.atlas.AtlasRepository=com.example.spi.mongodb.atlas.AtlasRepositoryFragment diff --git a/mongodb/fragment-spi/pom.xml b/mongodb/fragment-spi/pom.xml new file mode 100644 index 000000000..e6d1b8675 --- /dev/null +++ b/mongodb/fragment-spi/pom.xml @@ -0,0 +1,19 @@ + + 4.0.0 + + + org.springframework.data.examples + spring-data-mongodb-examples + 2.0.0.BUILD-SNAPSHOT + + + spring-data-mongodb-fragment-spi + Spring Data MongoDB - Reusable Fragments + pom + + + atlas-api + sample + + diff --git a/mongodb/fragment-spi/sample/pom.xml b/mongodb/fragment-spi/sample/pom.xml new file mode 100644 index 000000000..0246d9fe2 --- /dev/null +++ b/mongodb/fragment-spi/sample/pom.xml @@ -0,0 +1,26 @@ + + 4.0.0 + + + org.springframework.data.examples + spring-data-mongodb-fragment-spi + 2.0.0.BUILD-SNAPSHOT + + + spring-data-mongodb-fragment-spi-usage + Spring Data MongoDB - Reusable Fragments - Fragment Usage + + + + org.springframework.data.examples + spring-data-mongodb-fragment-spi-atlas + ${project.version} + + + org.springframework.data.examples + spring-data-mongodb-example-utils + test + + + diff --git a/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/ApplicationConfiguration.java b/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/ApplicationConfiguration.java new file mode 100644 index 000000000..0d553155d --- /dev/null +++ b/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/ApplicationConfiguration.java @@ -0,0 +1,26 @@ +/* + * Copyright 2024 the original author or authors. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * https://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.example.data.mongodb; + +import org.springframework.boot.autoconfigure.SpringBootApplication; + +/** + * @author Christoph Strobl + */ +@SpringBootApplication +public class ApplicationConfiguration { + +} diff --git a/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/Movie.java b/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/Movie.java new file mode 100644 index 000000000..6af282b00 --- /dev/null +++ b/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/Movie.java @@ -0,0 +1,62 @@ +/* + * Copyright 2024 the original author or authors. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * https://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.example.data.mongodb; + +import org.springframework.data.mongodb.core.mapping.Document; + +/** + * @author Christoph Strobl + */ +@Document("movies") +public class Movie { + + private String id; + private String title; + private String plot; + + public String getPlot() { + return plot; + } + + public void setPlot(String plot) { + this.plot = plot; + } + + public String getId() { + return id; + } + + public void setId(String id) { + this.id = id; + } + + public String getTitle() { + return title; + } + + public void setTitle(String title) { + this.title = title; + } + + @Override + public String toString() { + return "Movie{" + + "id='" + id + '\'' + + ", title='" + title + '\'' + + ", plot='" + plot + '\'' + + '}'; + } +} diff --git a/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/MovieRepository.java b/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/MovieRepository.java new file mode 100644 index 000000000..4ef73c58f --- /dev/null +++ b/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/MovieRepository.java @@ -0,0 +1,26 @@ +/* + * Copyright 2024 the original author or authors. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * https://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.example.data.mongodb; + +import com.example.spi.mongodb.atlas.AtlasRepository; +import org.springframework.data.repository.CrudRepository; + +/** + * @author Christoph Strobl + */ +public interface MovieRepository extends CrudRepository, AtlasRepository { + +} diff --git a/mongodb/fragment-spi/sample/src/main/resources/application.properties b/mongodb/fragment-spi/sample/src/main/resources/application.properties new file mode 100644 index 000000000..8b1378917 --- /dev/null +++ b/mongodb/fragment-spi/sample/src/main/resources/application.properties @@ -0,0 +1 @@ + diff --git a/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/MovieRepositoryTests.java b/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/MovieRepositoryTests.java new file mode 100644 index 000000000..7e85722dd --- /dev/null +++ b/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/MovieRepositoryTests.java @@ -0,0 +1,266 @@ +/* + * Copyright 2024 the original author or authors. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * https://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.example.data.mongodb; + +import java.util.List; +import java.util.Objects; + +import com.mongodb.client.MongoClient; +import example.springdata.mongodb.util.AtlasContainer; +import example.springdata.mongodb.util.MongoContainers; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; +import org.slf4j.event.Level; +import org.springframework.beans.factory.annotation.Autowired; +import org.springframework.boot.test.context.SpringBootTest; +import org.springframework.data.domain.Limit; +import org.springframework.test.context.DynamicPropertyRegistry; +import org.springframework.test.context.DynamicPropertySource; +import org.testcontainers.junit.jupiter.Container; +import org.testcontainers.junit.jupiter.Testcontainers; + +/** + * @author Christoph Strobl + */ +@SpringBootTest +@Testcontainers +public class MovieRepositoryTests { + + private static final Logger log = LoggerFactory.getLogger(MovieRepositoryTests.class); + + @Container // + private static AtlasContainer atlasLocal = MongoContainers.getAtlasContainer(); + + @DynamicPropertySource + static void setProperties(DynamicPropertyRegistry registry) { + registry.add("spring.data.mongodb.uri", atlasLocal::getConnectionString); + } + + @Autowired MovieRepository repository; + @Autowired MongoClient client; + + @BeforeEach + void setUp() { + + Movies movies = new Movies(client); + if (!movies.alreadyInitialized()) { + movies.initialize(); + } + } + + @Test + void testVectorSearch() { + + List result = repository.vectorSearch("plot_vector_index", "plot_embedding", List.of(vectors)); + result.stream().map(Objects::toString).forEach(log.atLevel(Level.INFO)::log); + } + + static Double[] vectors = {-0.0016261312, -0.028070757, -0.011342932, -0.012775794, -0.0027440966, 0.008683807, + -0.02575152, -0.02020668, -0.010283281, -0.0041719596, 0.021392956, 0.028657231, -0.006634482, 0.007490867, + 0.018593878, 0.0038187427, 0.029590257, -0.01451522, 0.016061379, 0.00008528442, -0.008943722, 0.01627464, + 0.024311995, -0.025911469, 0.00022596726, -0.008863748, 0.008823762, -0.034921836, 0.007910728, -0.01515501, + 0.035801545, -0.0035688248, -0.020299982, -0.03145631, -0.032256044, -0.028763862, -0.0071576433, -0.012769129, + 0.012322609, -0.006621153, 0.010583182, 0.024085402, -0.001623632, 0.007864078, -0.021406285, 0.002554159, + 0.012229307, -0.011762793, 0.0051682983, 0.0048484034, 0.018087378, 0.024325324, -0.037694257, -0.026537929, + -0.008803768, -0.017767483, -0.012642504, -0.0062712682, 0.0009771782, -0.010409906, 0.017754154, -0.004671795, + -0.030469967, 0.008477209, -0.005218282, -0.0058480743, -0.020153364, -0.0032805866, 0.004248601, 0.0051449724, + 0.006791097, 0.007650814, 0.003458861, -0.0031223053, -0.01932697, -0.033615597, 0.00745088, 0.006321252, + -0.0038154104, 0.014555207, 0.027697546, -0.02828402, 0.0066711367, 0.0077107945, 0.01794076, 0.011349596, + -0.0052715978, 0.014755142, -0.019753495, -0.011156326, 0.011202978, 0.022126047, 0.00846388, 0.030549942, + -0.0041386373, 0.018847128, -0.00033655585, 0.024925126, -0.003555496, -0.019300312, 0.010749794, 0.0075308536, + -0.018287312, -0.016567878, -0.012869096, -0.015528221, 0.0078107617, -0.011156326, 0.013522214, -0.020646535, + -0.01211601, 0.055928253, 0.011596181, -0.017247654, 0.0005939711, -0.026977783, -0.003942035, -0.009583511, + -0.0055248477, -0.028737204, 0.023179034, 0.003995351, 0.0219661, -0.008470545, 0.023392297, 0.010469886, + -0.015874773, 0.007890735, -0.009690142, -0.00024970944, 0.012775794, 0.0114762215, 0.013422247, 0.010429899, + -0.03686786, -0.006717788, -0.027484283, 0.011556195, -0.036068123, -0.013915418, -0.0016327957, 0.0151016945, + -0.020473259, 0.004671795, -0.012555866, 0.0209531, 0.01982014, 0.024485271, 0.0105431955, -0.005178295, + 0.033162415, -0.013795458, 0.007150979, 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required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.example.data.mongodb; + +import java.io.IOException; +import java.io.InputStream; +import java.util.ArrayList; +import java.util.Iterator; +import java.util.List; + +import com.mongodb.client.MongoClient; +import com.mongodb.client.model.InsertOneModel; +import lombok.SneakyThrows; +import org.bson.Document; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; +import org.slf4j.event.Level; +import org.springframework.core.io.ClassPathResource; +import org.testcontainers.shaded.com.fasterxml.jackson.databind.JsonNode; +import org.testcontainers.shaded.com.fasterxml.jackson.databind.ObjectMapper; + +/** + * @author Christoph Strobl + */ +class Movies { + + private static final Logger log = LoggerFactory.getLogger(Movies.class); + public static final String MOVIES_JSON = "mflix.embedded_movies.json"; + + private final MongoClient client; + static final String DATABASE = "test"; + static final String COLLECTION = "movies"; + + public Movies(MongoClient client) { + this.client = client; + } + + boolean alreadyInitialized() { + return client.getDatabase(DATABASE).getCollection(COLLECTION).estimatedDocumentCount() > 0; + } + + @SneakyThrows + void initialize() { + + loadSampleData(); + createVectorIndex(); + } + + @SneakyThrows + void createVectorIndex() { + + log.atLevel(Level.INFO).log("creating vector index"); + client.getDatabase(DATABASE).runCommand(createSearchIndexDefinition()); + Thread.sleep(5000); // this takes time + log.atLevel(Level.INFO).log("index 'plot_vector_index' created"); + } + + void loadSampleData() throws IOException, InterruptedException { + + log.atLevel(Level.INFO).log("Loading movies {}", MOVIES_JSON); + + ClassPathResource resource = new ClassPathResource(MOVIES_JSON); + InputStream stream = resource.getInputStream(); + ObjectMapper mapper = new ObjectMapper(); + JsonNode node = mapper.readerFor(JsonNode.class).readTree(stream); + + if (node.isArray()) { + + Iterator elements = node.elements(); + List> bulk = new ArrayList<>(node.size()); + + while (elements.hasNext()) { + bulk.add(new InsertOneModel<>(Document.parse(elements.next().toString()))); + } + + client.getDatabase(DATABASE).getCollection(COLLECTION).bulkWrite(bulk); + log.atLevel(Level.INFO).log("Created {} movies in {}.{}", node.size(), DATABASE, COLLECTION); + } + + Thread.sleep(2000); // give writes a little time to complete' + } + + private org.bson.Document createSearchIndexDefinition() { + + List vectorFields = List.of(new org.bson.Document().append("type", "vector") + .append("path", "plot_embedding") + .append("numDimensions", 1536) + .append("similarity", "cosine")); + + return new org.bson.Document().append("createSearchIndexes", COLLECTION) + .append("indexes", + List.of(new org.bson.Document().append("name", "plot_vector_index") + .append("type", "vectorSearch") + .append("definition", new org.bson.Document("fields", vectorFields)))); + } +} diff --git a/mongodb/fragment-spi/sample/src/test/resources/mflix.embedded_movies.json b/mongodb/fragment-spi/sample/src/test/resources/mflix.embedded_movies.json new file mode 100644 index 000000000..8b4a4ff36 --- /dev/null +++ b/mongodb/fragment-spi/sample/src/test/resources/mflix.embedded_movies.json @@ -0,0 +1,629618 @@ +[ + { + "plot": "A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a...", + "title": "A.P.E.X.", + "year": 1994, + "plot_embedding": [ + -0.009040462, + -0.04068208, + 0.0052232323, + -0.030748082, + -0.0066095237, + 0.017331932, + -0.008337461, + 7.781466E-4, + 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George is a small-time crook. His brother Michael makes a living scamming the elderly by selling them nonexistent ...", + "title": "Hand Gun", + "year": 1994, + "plot_embedding": [ + -0.0051661977, + -0.035528935, + 0.014333284, + -0.04448886, + -0.024406722, + 0.012009143, + -0.0058880406, + -0.0088239685, + -0.023565112, + -0.036927305, + 0.014695825, + 0.029909564, + 0.011963826, + 0.02060005, + 0.005027008, + 0.006706993, + 0.038947172, + 0.0053312825, + 0.015291426, + -0.006069311, + -0.009361305, + 0.024095973, + -0.031463306, + -0.024976429, + 0.017855104, + 0.018890932, + 0.016754536, + -0.010170546, + 0.030401584, + 0.0060110455, + -2.632058E-4, + -0.01896862, + 0.004279269, + 0.004560885, + -0.010435978, + -0.0123716835, + 0.0019680753, + -0.016430838, + 0.014449815, + 0.01709118, + 0.02514475, + 0.0012195269, + -0.007580974, + -0.018502496, + -0.017505512, + 8.096461E-4, + 0.0117566595, + -0.02750126, + -0.026517224, + 0.008176575, + 0.0022885348, + 0.02508001, + -0.01593882, + -0.027915593, + 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All the world's fire are fast going out. Hercules' father, Zeus, is on hand to help (and sometime hinder) the two.", + "title": "Hercules: The Legendary Journeys - Hercules and the Circle of Fire", + "year": 1994, + "plot_embedding": [ + 0.0073501095, + -0.021357648, + -0.028092042, + -0.035378013, + -0.011153438, + 0.024487536, + -0.00393481, + -0.0063367435, + 0.008690574, + -0.024551675, + 0.01693219, + 0.016906535, + 0.022473633, + -9.564442E-4, + 0.0141486395, + -0.015803376, + 0.024384918, + 0.008171064, + 0.010640342, + -0.012551626, + 0.0019032678, + -0.020177525, + 0.025590695, + 0.013058309, + -0.010229864, + 8.546266E-4, + 0.013045482, + -0.019715738, + 0.042484403, + -0.023948785, + 0.0040823254, + -0.009960488, + 0.022601906, + -0.023076521, + 0.0022287634, + -0.0012338371, + 0.020280145, + -0.018099483, + 0.002305728, + -0.0058076126, + 0.0040630843, + 0.010633928, + -0.013776645, + 0.01107006, + -0.016675642, + 0.009787318, + 0.010037453, + -0.028374244, + -0.017804453, + 0.0136868525, + 0.012532385, + 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They wander China, upholding their sense of honor and protecting the weak. When they are forced into combat, ...", + "title": "The New Legend of Shaolin", + "year": 1994, + "plot_embedding": [ + 0.023005923, + -0.030312128, + -0.027766228, + -0.0156732, + -0.020433504, + 0.023828037, + -0.00455146, + -0.025843542, + -0.016548352, + -0.020367203, + 0.012596903, + 0.010302941, + 0.014519589, + -0.010767037, + 0.008711753, + -0.0063382313, + 0.027898826, + -0.023310902, + 0.016893111, + -0.007186865, + -0.01694615, + -0.013392498, + -0.01300133, + 2.734854E-4, + -0.0010715656, + -0.0040807338, + 0.024689931, + -0.027089972, + 0.031134242, + -0.020539582, + -4.3994633E-6, + -0.012318445, + -0.003789016, + -0.021679934, + -0.010959306, + -0.005459763, + -0.0072266445, + -0.017092008, + 0.021958392, + -0.021786014, + 0.031081202, + 0.010395761, + -0.005980214, + -0.006646524, + -0.016760511, + -0.017251128, + 0.012835582, + -0.024239095, + -0.03413098, + 0.011456552, + 0.016097516, + 0.011549371, + -0.0070940456, + -0.014784787, + -0.009593536, + 0.0073725036, + 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Here, he meets the over-sexed Dazey. Joe and Dazey form a friendship based on a mutual interest ...", + "title": "Metal Skin", + "year": 1994, + "plot_embedding": [ + -0.021379681, + -0.017600445, + 0.014712028, + -0.02143367, + -0.046997506, + 0.024470557, + 0.009826015, + -0.019706018, + -0.00866525, + -0.037387446, + -0.014077656, + 0.014995471, + 0.007936397, + 0.00311787, + -0.0022607932, + -0.02386318, + 0.029181104, + -0.017856892, + 0.008429047, + -0.037900344, + -0.0063335956, + -0.009670796, + 0.01297088, + -0.0037893595, + 0.004612693, + 0.011148748, + 0.017843395, + 0.003306832, + 0.009508829, + -0.0029744615, + 0.016169732, + 0.0052099475, + 0.0011278659, + -0.0040323106, + -7.980263E-4, + -0.046295647, + -0.010932791, + -0.0040019415, + 0.032798372, + -0.010507627, + -0.008496533, + -0.017627439, + -0.008145604, + -0.028938154, + -0.01989498, + -2.484342E-4, + -0.020826293, + -0.025010448, + -0.0011776371, + 0.009481834, + 0.015359897, + 0.026805585, + -0.017829899, + -0.0028799807, + 0.009049921, + 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While taking a tour of the jail, she is molested by some of the inmates, and an inmate, Vishal Agnihotri comes to her assistance. 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A band of deserters, including Sharpe's old enemy, Obadiah Hakeswill, have captured two women, one the wife of a high-ranking English officer, and are holding them hostage ...", + "title": "Sharpe's Enemy", + "year": 1994, + "plot_embedding": [ + -0.023178553, + -0.021297779, + -0.0013211776, + -0.03539034, + -0.008549575, + 0.047920004, + 0.0015711748, + -0.004629088, + 0.014264744, + -0.037112176, + 0.02539045, + 0.013145551, + -0.0075826985, + 0.002932087, + 0.020132229, + 0.020383883, + 0.024450064, + -0.016158763, + 0.0093840035, + -0.011834308, + -0.0112515325, + -0.00799329, + 0.017801128, + 0.0066323774, + 0.010244921, + -0.015748171, + 0.010039625, + -0.020198453, + 0.01764219, + -0.014874009, + 0.003170495, + 0.005966822, + -0.01335747, + -0.020966658, + -0.034966502, + -0.0045330627, + -0.019973291, + -0.01901966, + 0.015946845, + -0.0030529466, + 0.00972837, + -0.0013476673, + 0.0022632203, + 0.011688613, + -0.017681925, + 0.004831073, + 0.0015041226, + -0.009827707, + 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After Ciudad Rodrigo, Teresa tells Sharpe that they have a baby daughter. In Badajoz, the next siege target. Meanwhile, a new commander has taken over the South Essex, along ...", + "title": "Sharpe's Company", + "year": 1994, + "plot_embedding": [ + -0.012937736, + -0.006495991, + -0.01384636, + -0.020193174, + 0.0152432015, + 0.04212223, + 0.012232534, + -0.016423058, + -0.011703633, + -0.044563312, + 0.01219863, + 0.014836355, + -0.010598365, + 0.006929961, + 0.011249321, + 0.00588233, + 0.01860647, + -0.017128259, + 0.023461511, + -0.016694289, + -0.0053941133, + -0.014226085, + 0.0068045165, + 0.0027750358, + 0.002057968, + -0.020301666, + 0.017331684, + -0.01323609, + -0.008842142, + -0.0064315735, + -0.0044278516, + 0.00968974, + 0.0105373375, + -0.026241632, + -0.023339458, + -0.011656167, + -0.0038718276, + -0.01954222, + 0.016924836, + 0.0054449695, + 0.020383036, + 0.02336658, + -0.01566361, + 0.005492435, + -0.0064519155, + 8.336126E-4, + 0.003261557, + -0.010218641, + -0.04524139, + 0.02690615, + 0.017779214, + 0.01617895, + -0.03512446, + -0.004838089, + 0.013663279, + 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Major Sharpe's old enemy, Major Ducos manipulates a beautiful young marquesa into falsely accusing Sharpe of rape. Her husband calls Sharpe out in a duel. But when the husband is ...", + "title": "Sharpe's Honour", + "year": 1994, + "plot_embedding": [ + -0.03274579, + 0.0039971853, + -1.1994453E-4, + -0.017459122, + -0.005431138, + 0.02592375, + 0.021022478, + -0.004540299, + -0.004119717, + -0.031394627, + 0.033302147, + 0.017551849, + -0.009213065, + -0.0013395703, + 0.007901643, + 0.025314402, + 0.03661382, + -0.021327151, + 0.019207682, + -0.020545598, + -0.021512605, + 0.0044840006, + -0.0037256281, + -0.008232811, + -0.0049973093, + 0.008464627, + 0.014677319, + -0.024373887, + 0.010080722, + -0.014081218, + 0.007914891, + -0.008080473, + -0.0040137433, + -0.023261167, + -0.04578052, + 0.0075572296, + 0.010862276, + -0.004467442, + -0.0026410564, + 2.444426E-4, + 0.0077426834, + 0.014372646, + 0.0047158175, + -0.0044906237, + -0.022426626, + 0.011988244, + 0.013438755, + -0.01969781, + -0.028241917, + 0.0326928, + 0.026917249, + 0.025314402, + -0.015087966, + -0.017088214, + 0.00765658, + -0.021194685, + -0.0041495217, + 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terrorists on the Indo-Pak border. When he find that...", + "title": "Kachche Dhaage", + "year": 1999, + "plot_embedding": [ + -0.013581071, + -0.021452988, + -0.003160185, + -0.011478759, + -0.033019062, + 0.021358956, + -0.03027867, + 2.8125982E-4, + -0.01715433, + -0.0015003323, + 0.031944398, + 0.006330445, + 0.021520155, + 0.008718215, + 0.010901127, + -0.025845679, + 0.021023123, + -0.02271572, + -0.027592009, + -0.048359897, + -0.020955956, + 0.0046076234, + 0.011069044, + 0.014602003, + 0.0032995555, + -0.014199004, + -0.010303345, + -0.021385822, + 0.006770386, + -0.0042449245, + 0.0052255555, + -0.017987195, + -0.007059202, + 0.01137801, + -0.023884416, + -0.011848175, + 4.8485835E-4, + -0.012136991, + 0.017611062, + 0.0019881292, + 0.02223212, + 0.005581538, + 0.0031501101, + -0.0072002513, + -0.003220635, + 0.0049266648, + 0.017100597, + -0.01808123, + -0.048252434, + 0.014279603, + 0.01950516, + 0.017543897, + -0.022178387, + 0.004275149, + 0.015327401, + 0.006266637, + -0.011129493, + 0.015381134, + 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The child she carried in her womb is gone. Now she must wreak vengeance on the team of assassins who betrayed her - a team she was once part of.", + "title": "Kill Bill: Vol. 1", + "year": 2003, + "plot_embedding": [ + -0.0039855167, + -0.024364546, + -0.015066129, + -0.014365379, + -0.0117375655, + -0.011575854, + -0.009487079, + -0.029512364, + -0.027760489, + -0.0075802305, + 0.02765268, + 0.023367323, + 1.510782E-4, + -0.02137288, + 0.023960266, + 0.0019641218, + 0.0412095, + 0.019311057, + -0.0070681437, + -0.036924146, + 0.0064516184, + -0.008543762, + -0.013711794, + 0.0132536115, + -0.02518658, + 6.038917E-4, + -0.0019775978, + -0.036331203, + 0.028865518, + -0.009574673, + -0.008146221, + -0.00784975, + -0.019364962, + -0.032450125, + -0.027679633, + -0.016737148, + 7.3486124E-4, + -0.014271047, + 0.010127188, + 0.011966657, + 0.020995554, + 0.0051815086, + -0.004160704, + 0.013368158, + -0.013630939, + -0.009770075, + -0.017289663, + -0.013799388, + -0.009978952, + 0.004312309, + 0.016777577, + 0.00477723, + 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battle simulation game called Avalon. When Ash, a star player, hears of rumors that...", + "title": "Avalon", + "year": 2001, + "plot_embedding": [ + -0.0034312163, + -0.019254593, + -0.002773152, + -0.024572149, + -0.025155623, + 0.017079832, + -0.03625486, + -0.03675877, + -4.993497E-4, + 0.010270443, + 0.019692197, + -0.0028460862, + -0.0021979676, + 0.007823836, + 0.008287962, + 0.0010691471, + 0.025858441, + -0.0042931642, + 0.0033599397, + -0.0049959836, + -0.01257118, + 0.006066788, + 0.016125059, + -0.0038091473, + -0.009753274, + -0.005264513, + -0.004545118, + -0.027529294, + 0.02656126, + -0.0073132976, + 0.026176699, + -8.4039936E-4, + 0.009196322, + -0.01989111, + -0.025977788, + -8.1760745E-4, + -0.003461053, + -0.014613334, + 0.002915705, + 0.016098537, + 0.01632397, + -0.008400679, + -0.011715863, + -0.02260956, + -0.016178101, + 0.005728639, + -0.011264998, + -0.032197073, + -0.01668201, + 0.019281115, + 0.022450432, + 0.011954556, + -0.0029753784, + -0.022052608, + 0.002367042, + -0.001191809, + 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On the day of his last episode he is hit on the head with a prop and in his dream he is Silverstone. He is the only one who realizes that this is a dream.", + "title": "Jett Jackson: The Movie", + "year": 2001, + "plot_embedding": [ + -0.011250781, + -0.011191254, + 0.0064587817, + -0.033123992, + -0.025716072, + 0.019895561, + -0.01738216, + -0.019353196, + -0.015106869, + 1.2618685E-4, + 0.0050069615, + 0.051405687, + 0.0050102687, + -0.0039321515, + 0.016839793, + -0.020808324, + 0.018678546, + -0.012732366, + 0.005370743, + -0.02438, + -0.0033567145, + 0.0076724906, + 0.01476293, + 0.0019462331, + 0.02386409, + -0.003495613, + -0.0012980399, + -0.012666224, + 0.003895773, + -4.1256173E-4, + 0.010781172, + 0.009736126, + -0.0018073345, + 0.0074476073, + -0.01584766, + -0.009564157, + -0.005532792, + -0.015556636, + 0.0058535812, + -0.023070386, + 0.005056568, + -0.0026126152, + -0.0054931063, + 3.7432328E-4, + -0.02318944, + 0.011521964, + -0.0014782773, + -0.022303136, + -0.015318524, + 4.4273908E-4, + 0.014194108, + 0.035108257, + -0.0177261, + -0.006382718, + 0.011740233, + 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Soon he finds himself trapped in a web of lies, stretching out from both sides of the law. HP soon realizes that his present mission is closely connected to his own past, and that everything he worked so hard to escape from, is coming back to haunt him.", + "title": "Uro", + "year": 2006, + "plot_embedding": [ + 0.010616781, + -0.008816544, + -0.0025025269, + -0.031467874, + -0.028276246, + 0.0057370183, + -0.0017985882, + -0.009891411, + -0.011704836, + -0.01062997, + 0.025031865, + 0.017158302, + -0.005242448, + 0.0075504435, + 0.016103217, + -0.020099347, + 0.035820097, + -0.037244458, + 0.0056315097, + -0.034026455, + -0.034633126, + -0.009192417, + -0.0048929513, + -0.011533385, + -0.005829338, + 0.020007027, + 0.011836722, + -0.019927897, + 0.026007816, + -0.0060238694, + -0.003874136, + -0.0036993877, + -0.0099046, + -0.017395694, + -0.009113287, + 0.0066668107, + -0.009238577, + -0.011065192, + -0.009706771, + -0.02207763, + 0.029542347, + -4.1935462E-4, + -0.0049490025, + -0.009996919, + -0.019334411, + 0.0024596641, + 0.01107838, + -0.016248291, + -0.017092358, + 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Activating an emergency beacon alerts two ships: one carrying a new breed of mercenary, the other captained by a man from Riddick's past.", + "title": "Riddick", + "year": 2013, + "plot_embedding": [ + -0.0038339198, + -0.051545646, + -7.494758E-4, + -0.044335004, + -0.0028819712, + 0.015165863, + -0.0183793, + -0.028398437, + -0.010437144, + 0.002684397, + 0.027693048, + 0.02074366, + -3.6106282E-4, + 5.147543E-4, + 0.019189192, + 0.019437386, + 0.026726404, + 7.025315E-4, + 0.0092092445, + 0.0016352941, + 0.00532634, + 0.018065795, + -0.0042976476, + -0.009810132, + -0.009986479, + -0.0075306804, + 0.018118046, + -0.022389568, + 0.042140458, + -0.0170469, + 0.017360406, + -0.011214378, + 2.651332E-4, + -0.016367637, + -0.027640797, + 0.006567302, + 0.011651981, + -0.006923262, + 0.024179166, + -0.009601127, + 0.018457677, + 0.012638219, + -0.008725923, + -0.026491275, + -9.3725295E-4, + -0.007628651, + 0.015871251, + -0.023382338, + -0.0066130217, + 0.017582472, + -0.012618625, + 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against a ruthless German army, and in the process become deeply connected to two Russian women who have been living there.", + "title": "Stalingrad", + "year": 2013, + "plot_embedding": [ + -0.019948266, + -0.032273814, + -0.009915994, + -0.024780294, + -0.01311366, + 0.022648517, + -0.0053520524, + -0.017894007, + 0.012396607, + -0.041085158, + -5.8099005E-4, + 0.01967695, + 0.0037144602, + -0.017932767, + 3.6882167E-4, + -0.017364293, + 0.023979263, + -0.015077478, + 0.01305552, + -0.02242888, + -0.014018049, + -0.0066989483, + 0.011259659, + -0.0072545023, + -0.0060012755, + -0.012764823, + 0.018514162, + -0.029457284, + 0.015374635, + -0.007835896, + -0.008365611, + -0.029405605, + -0.012835883, + -0.014599443, + -0.0093539795, + -0.0134366555, + -0.005132415, + -0.027855221, + -0.0031976658, + 0.0011837824, + 0.0037952093, + 0.007919875, + 0.008217032, + -0.0073514013, + -0.013733813, + 0.0056266, + -0.0023853295, + -0.014392725, + -0.017092977, + 0.029689841, + 0.014625283, + 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Kenshin wanders through Japan with a reverse-edged sword ...", + "title": "Rurouni Kenshin", + "year": 2012, + "plot_embedding": [ + -0.015526694, + -0.020477233, + -0.00458653, + 0.009398084, + -0.0028508625, + 0.01842554, + -0.0110460585, + -0.01691655, + -0.009034074, + -0.0077037816, + 0.020027185, + 0.01213147, + 0.018478487, + -0.03229764, + -0.0066349152, + -0.0037393786, + 0.031159282, + 0.0028028793, + 0.016400319, + -0.01740631, + -0.009451031, + -0.0054369904, + -0.00592344, + 0.0025629634, + -0.00990108, + 0.010238617, + 0.012872728, + -0.021655304, + 0.028909037, + -0.021761198, + -0.0012177799, + 0.005076289, + -0.002617565, + -0.036612816, + -0.01651945, + -0.0043284134, + -0.0048148637, + -0.0017522132, + 0.009609872, + -0.017591625, + 0.02795599, + -0.010245236, + -0.010536443, + 0.00134932, + -0.021522935, + 0.0037923255, + -0.009080403, + -0.0073794816, + -0.013329395, + 0.031927012, + 0.0077699656, + -0.003980949, + -0.02771773, + -0.0020268755, + 0.0053145504, + 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Though villagers are forbidden from teaching outsiders, Yang becomes their best hope for survival when a man arrives with a plan to build a railroad through the village.", + "title": "Tai Chi Zero", + "year": 2012, + "plot_embedding": [ + 0.0044094436, + -0.020197665, + 0.0105947275, + 0.004107886, + -0.0049991566, + 0.01928629, + -0.022958593, + -0.038143698, + -0.012276749, + -0.029298006, + -0.009468912, + 0.029137176, + 0.0056525315, + -0.004124639, + 0.01081587, + -0.0023069165, + 0.023910176, + -0.017932631, + 0.01703466, + 4.5401187E-4, + -0.013281941, + 0.031522833, + 0.0058468687, + -0.021886388, + -0.0094555095, + 0.022020414, + 0.02624222, + -0.021765765, + 0.013710824, + -0.009167355, + 0.01703466, + 0.011043713, + -0.002209748, + -0.025424665, + -0.010876182, + -0.013201526, + 0.008798784, + -0.012873163, + 0.009495717, + -0.010722051, + 0.02482155, + 0.0045501706, + -0.023548305, + 0.008557538, + 0.0030926417, + -0.0011903152, + 0.0019869301, + -0.015962454, + 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The other officers Jesse worked with have left the department so he is forced to solve the crime on his own.", + "title": "Jesse Stone: Benefit of the Doubt", + "year": 2012, + "plot_embedding": [ + 0.0066212825, + -0.013781855, + -0.0054761237, + -0.017936386, + -0.028469184, + 0.024927182, + 0.008488824, + -0.018921755, + -0.020732705, + -0.0025549696, + 0.005452821, + 0.011444932, + 0.010532799, + 0.012483564, + 0.007869639, + -0.01684449, + 0.027377289, + 0.0117778275, + 0.010998853, + -0.023435812, + -0.0119642485, + 0.0025399893, + 0.017310543, + 0.0027147592, + 0.013675329, + 0.0052264524, + 0.028522449, + -0.0051066102, + 0.01792307, + 3.8636633E-4, + -0.007197191, + 0.008588692, + -0.013295828, + -0.045779727, + -0.022823285, + 0.004650544, + 0.0014414355, + -0.023768706, + 0.006521414, + -0.01611212, + 0.0067411247, + -0.0037850167, + -0.008475509, + -0.028842028, + -0.027004447, + 1.0179307E-4, + -0.0060919793, + -0.011012169, + -0.02597913, + 0.01119859, + 0.020479703, + 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A young and privileged teenager with a golden heart, beset with challenges and tribulations we face...", + "title": "Catatan (Harian) si Boy", + "year": 2011, + "plot_embedding": [ + 0.006275633, + -0.022669394, + 0.0016960496, + -0.030101763, + -0.016672974, + 0.012012784, + -0.012624392, + 0.005833546, + -0.008163641, + -0.00823012, + 0.002378292, + 0.011461007, + 0.00854922, + -0.01177346, + 0.01725799, + -0.01059013, + 0.03151112, + -0.025860393, + 0.020169778, + -0.01429302, + -0.026591664, + -0.016513424, + -0.0014201611, + 0.010636666, + -3.1099783E-4, + -0.013003324, + 0.021100486, + -0.017550498, + 0.03464894, + -0.028506264, + 0.01333572, + -0.0048695984, + -0.011128612, + -0.008482741, + -0.02478343, + -0.0076318076, + 0.005321657, + -0.011394528, + 0.005305037, + -0.005148811, + 0.009067758, + -0.0111684995, + -0.023374073, + -0.019305548, + -0.02925083, + -0.005630785, + 0.0012381744, + -0.016407058, + -0.01461212, + 0.02354692, + 0.03946203, + -0.00413168, + -0.014040398, 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Detectives look for a witness. A witness, Min Soo-Ah appears,...", + "title": "Blind", + "year": 2011, + "plot_embedding": [ + 0.0047808415, + -0.015708005, + 0.018193113, + -0.02330951, + -0.026166718, + 0.003578156, + 0.0016619986, + -0.011196272, + -0.016757863, + -0.011003577, + 0.0048506106, + 0.0067941775, + 0.017276147, + -0.012937177, + -0.007767622, + -0.023243062, + 0.026498953, + -0.014777751, + 0.0032475835, + -0.021355975, + 0.009083266, + 0.006169578, + -0.010332465, + 0.012538496, + -0.016040238, + -5.415018E-6, + 0.018299427, + -0.020146646, + 0.013661446, + -0.02350885, + -0.0018522023, + -0.0263129, + -0.022405835, + -0.012864085, + 0.0033273196, + 0.021608474, + 0.0023389247, + -0.026180008, + -0.0033057244, + -0.0029751519, + 0.0027741506, + -0.009574972, + -0.0021130058, + -0.019163234, + -0.007129733, + 0.008744389, + 0.0034585518, + -0.032293107, + -0.032107055, + 0.052997906, + -0.01642563, + 0.009282607, + -0.024957389, + -0.008219459, + 0.015867477, + -0.008073277, + -0.0012284338, + 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"Alfred and Jerzy take part in a brutal incident: during a train ride, a couple of hooligans harass a young woman. Jerzy stands in her defense. Alfred hesitates and becomes a helpless ...", + "title": "Courage", + "year": 2011, + "plot_embedding": [ + -0.0037040475, + -0.025911722, + -0.005936442, + -0.021061579, + -0.022284081, + 0.031864773, + 0.013175114, + -0.030429663, + -0.004189062, + -0.03917321, + 0.012617015, + 0.0069297245, + 0.0086771045, + -0.024038104, + -0.004813601, + -0.024569627, + 0.039492123, + 0.01008564, + 0.0055743423, + -0.007002809, + 0.0033319816, + 0.0058301375, + -0.0028868315, + 0.019493587, + -0.01155397, + 0.022815604, + 0.011726716, + -0.007461247, + 0.036302987, + -0.0016028725, + 7.798432E-4, + 0.010517501, + 0.021845575, + -0.021513373, + -0.036621902, + -0.013819585, + 0.020011822, + -0.013846161, + 0.008072498, + 0.01659679, + 0.021433644, + 0.007893109, + -0.012676812, + -0.039120056, + -0.0065443707, + 7.6281786E-4, + 0.018483695, + -0.01817807, + -0.01844383, + 0.021579813, + 0.017327633, + 0.012617015, + -0.0020031754, + -0.033167005, + 0.00809243, + -0.0019500232, + 0.0041425535, + 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Bloodied and wounded, their chief is near death. He is about to hand over power to his son when an army of a completely different kind descends upon them.", + "title": "Tumult", + "year": 2012, + "plot_embedding": [ + -0.0055405414, + -0.042847715, + -0.0040704035, + -0.0023379724, + -0.0057639764, + 0.042588662, + -0.013192382, + -0.018367007, + -0.0069556297, + -0.018794449, + 0.0053430116, + -0.0042517423, + 0.018548347, + -0.019286653, + 0.020115629, + 0.011987776, + 0.030387165, + -0.014001929, + 0.012842657, + -0.004216122, + -0.020322874, + 0.022589605, + -0.0059744585, + 0.023159528, + 8.6459646E-4, + 0.0030066585, + 0.0069880118, + -0.008484055, + 0.02369059, + -0.013872402, + 0.0046565155, + -5.5939716E-4, + 0.005071004, + -0.011761102, + -0.020672599, + -0.016061418, + 0.010051338, + -0.026527245, + 0.01866492, + -0.019299606, + -0.0029208465, + -9.973622E-4, + -0.00541749, + -0.018276338, + -0.023807164, + -0.009915334, + 0.015815314, + -0.011573288, + -0.012907421, + 0.021566339, + 0.024985867, + -0.0055146357, + 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Nine cyborgs created for destructive purposes disappeared for over 27 years after they were ...", + "title": "009 Re: Cyborg", + "year": 2012, + "plot_embedding": [ + 0.009520971, + -0.031662915, + -0.0032965955, + 0.009572962, + 0.014518669, + -0.002253513, + -0.015337537, + -0.025865845, + -0.008442144, + -0.013816781, + 0.030259142, + 0.010697282, + 0.017053261, + -0.025436915, + 0.0057385783, + 0.0025882095, + 0.017729154, + -7.351944E-4, + -0.0013038531, + 0.0010357712, + 0.0065411995, + 0.010872754, + -0.0053193956, + -0.0105868, + 0.01918492, + -0.0034964385, + 0.011633132, + -0.023318255, + 0.01626039, + -0.018950956, + 0.012490994, + -0.006238998, + -0.003954615, + 0.004799479, + -0.02577486, + -0.012958919, + 0.009027051, + -0.012692462, + 0.010541307, + 0.004351051, + 0.03275474, + -0.0028172976, + -0.003231606, + -0.0020439217, + -0.020679679, + 0.023136284, + 0.006368977, + -0.015844455, + -0.014466677, + 0.01837905, + -0.005117928, + -0.004494028, + -0.016819298, + 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The Starship Alesia begins to deploy its troops to seize and control the hanger and rescue any survivors. 'Alpha'...", + "title": "Starship Troopers: Invasion", + "year": 2012, + "plot_embedding": [ + 0.0256316, + -0.03340871, + -0.014992842, + -0.021400742, + -0.017744953, + 0.020839365, + -0.033271786, + -0.017115116, + 0.0029951455, + 0.0059218304, + 0.01863494, + 0.0022129845, + 0.0074279606, + -2.4175103E-4, + 0.020031532, + -0.021154284, + 0.016170362, + -0.0023858473, + -0.00942016, + 9.901095E-4, + 0.013233408, + -0.0108236, + 0.023427172, + 0.0077086487, + 0.009748771, + -0.025166068, + 0.015855445, + -0.022646721, + 0.0192237, + 0.0071746567, + 0.028233096, + -0.0067741633, + -0.016786506, + -0.013431944, + -0.020839365, + -0.00791403, + 0.02812356, + -0.013637325, + -4.8478568E-4, + 0.009324316, + 0.025617907, + 0.0034983298, + 0.004847001, + -0.0106319105, + -0.018717092, + 0.009666618, + 0.0055179135, + 0.0016053979, + -0.01863494, + 2.3790012E-4, + -9.4646594E-4, + 0.027247265, + -0.025932824, + -0.012541957, + 0.007236271, + -0.0015232454, + -0.01059768, + -0.00456289, + 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A true story.", + "title": "The Hijack That Went South", + "year": 2013, + "plot_embedding": [ + -0.017971119, + -0.021537121, + 0.008709771, + -0.015905915, + -0.04004699, + 0.0035852445, + -0.02816886, + -0.02464134, + -0.021139473, + -0.023153368, + 0.02043397, + 0.029092431, + 0.0017397094, + -0.02696309, + 0.01582895, + -0.005781928, + 0.023179023, + -0.002767501, + -0.0015184376, + -0.008453224, + -0.024910714, + -0.0088637, + -0.0075168274, + 0.012141087, + -5.013189E-5, + 0.0013123984, + 0.004556916, + -0.030734332, + 0.005409935, + -0.0021197197, + -0.015161929, + 0.010730078, + 0.0012739162, + 0.01931799, + -0.03863598, + -0.01582895, + 7.4318465E-4, + -0.004698017, + -0.020318523, + 0.005034735, + 0.013430236, + 0.01137786, + 0.021139473, + -0.0074526905, + -0.006869046, + 3.4994615E-4, + 0.017509334, + 0.009396034, + -0.0363014, + 0.025436636, + 0.025654702, + 0.014597525, + -0.046845485, + -0.02561622, + 0.010486359, + 0.0014679299, + 0.005454831, + 0.0043741264, + 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While partying/drinking/taking drugs they are arrested only to be bailed out by a drug and arms dealer.", + "title": "Spring Breakers", + "year": 2012, + "plot_embedding": [ + -0.0020125564, + -0.02257246, + -0.0015616376, + -0.02755909, + -0.019787375, + 0.00727438, + 0.00481422, + 7.335718E-4, + -0.0030884617, + -0.018050011, + 0.025291234, + -0.0011861483, + -0.0069295596, + 0.010463967, + 0.015052727, + -0.015901515, + 0.03172346, + -0.030105455, + -0.005165672, + -0.02205523, + -0.016100451, + -0.0022081754, + -0.014190677, + 0.012764978, + 0.008952063, + 0.0014629991, + 0.015795417, + -0.012672142, + 0.026007399, + 0.004280412, + -0.0027585616, + 0.0024452393, + -0.019919997, + 5.3961045E-4, + -0.015874991, + -0.013726496, + -0.012572675, + -0.005911677, + -0.005832103, + 0.01243342, + 0.0140845785, + -0.031643882, + -0.007194806, + -0.0037830754, + -0.0056961644, + -0.0037963376, + 0.016604418, + -0.009263727, + -0.021988919, + 0.002345772, + 0.021789983, + 0.018315258, + 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In order to obtain the money for a bone marrow transplant, she travels from Ukraine to Russia to become a surrogate mother. The homosexual couple who are ...", + "title": "Beduin", + "year": 2011, + "plot_embedding": [ + 0.0018725052, + -0.020704983, + -0.02077109, + -0.022926206, + -8.544441E-4, + 0.012157236, + -0.012428278, + -0.00899728, + -0.040378682, + -0.017545026, + 0.0020377748, + 0.016077433, + -0.0075627393, + -0.009545975, + 0.005549755, + -0.015456018, + 0.027051337, + -0.014742053, + 0.019329939, + -0.01689717, + -0.014358628, + -0.028717255, + -0.0046110232, + 0.00411852, + 0.0010015342, + 0.008349423, + 0.024288028, + -0.013922316, + 0.020202562, + -0.01790201, + 0.0059728455, + -0.0017138463, + 0.005354737, + -0.02723644, + -0.011806864, + -0.018946514, + 0.024790449, + -0.0049316464, + 0.01950182, + -0.024750784, + 0.003834256, + -4.5779694E-4, + -0.0063364385, + -0.009618694, + -0.01025994, + -3.3247608E-7, + -0.021061964, + -0.03791947, + -0.016593073, + 0.007040487, + 0.030488946, + 0.021643715, + -0.02773886, + -0.015112258, + -0.012408446, + 0.0031252492, + 0.010339269, + 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brothers decide to live a great adventure and enlisting in the Roncador-Xingu Expedition, which has a mission to tame the Central Brazil. 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The Gotham authorities want to arrest him. An old foe wants a reunion. The Feds want the Man of Tomorrow to put a stop to him.", + "title": "Batman: The Dark Knight Returns, Part 2", + "year": 2013, + "plot_embedding": [ + 1.7506185E-4, + -0.023891369, + 3.9038184E-4, + -0.007130975, + -0.008347665, + 0.006200565, + -0.009831117, + -0.0013427509, + -0.029851198, + 0.010585855, + 0.04364469, + -0.0031474535, + 0.016760394, + -0.00486676, + 0.018217819, + -0.02056011, + 0.025648087, + -0.009837623, + -0.009004808, + -0.028341722, + 0.009720508, + -0.0021096885, + -0.0076905224, + -0.0027814705, + -0.02270721, + 0.010846109, + 0.008542856, + -0.022407917, + 0.025765201, + 0.005357991, + -0.0024594057, + 0.0028270152, + -0.009095897, + -0.0022300563, + -0.030111453, + -0.009063365, + -0.005702828, + -0.0057288534, + 0.016617253, + -0.015237905, + 0.011321073, + -0.010442714, + 0.007039886, + -0.0118220635, + -0.011659404, + -0.010136915, + -0.003985148, + -0.051530402, + -0.026389813, + 0.0059598293, + 0.012999715, + 0.029018383, + -0.024060534, + 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Back home to his wife and kids after four tours of duty, however, Chris finds that it is the war he can't leave behind.", + "title": "American Sniper", + "year": 2014, + "plot_embedding": [ + -0.011016055, + -0.0023778717, + -0.0027131287, + -0.013658861, + -0.0076994635, + 0.018826725, + -0.002690233, + -0.01668108, + -0.013194407, + -0.012926202, + 9.117355E-4, + 0.029986694, + -0.023327347, + -0.0012404509, + 0.027003726, + -0.0036698377, + 0.03684229, + -0.023615176, + 0.0017695029, + -0.04558187, + -0.035298474, + 0.011833754, + 0.02739622, + -0.001897064, + -0.002129291, + -0.021142451, + -1.4176875E-4, + -0.017125908, + 0.015333511, + -0.038700107, + -3.6305882E-4, + -0.020514458, + -0.010204896, + -0.032524835, + -0.026192566, + 0.008955451, + -0.012291667, + -0.02849521, + 0.016340917, + -0.012187001, + 0.018172566, + 0.007588256, + -0.008144292, + -8.929284E-4, + -0.029882029, + -0.028416712, + -0.0034277984, + -0.03396399, + -0.015647508, + 0.0070649283, + 0.016223168, + 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officers. Cryptic messages from the hijackers expose a mole within the task force.", + "title": "Cold War", + "year": 2012, + "plot_embedding": [ + -0.004284619, + -0.013329926, + -0.010696354, + -0.025174247, + -0.018191906, + 0.01520719, + 0.00263526, + 8.694164E-4, + -0.004149564, + -0.00977798, + 0.012870739, + 0.011371629, + -0.0076171006, + -0.005908655, + 0.002687594, + -0.015814938, + 0.032791346, + -0.021419719, + -0.009102705, + -0.0032413194, + -0.003815303, + 0.009825249, + 0.006502897, + 0.0040178853, + 0.02156828, + -0.0047741933, + 0.009474106, + -0.028901765, + 0.008326139, + -0.01709796, + -0.0014332709, + 0.0047505586, + -0.021703335, + -0.021770863, + -0.031683896, + -0.011270338, + 0.009393074, + -0.027010994, + 0.009095953, + 0.010912442, + 0.02795638, + 0.0018958342, + 0.0031315873, + -0.0139376735, + -0.031602863, + 0.0027365515, + 0.0034303963, + -0.0040111328, + -0.032386184, + 0.024012774, + 0.02618716, + -3.6507047E-4, + -0.028442578, + -0.04556755, + 0.009690194, + 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It is not going well and he is stressed out and on the verge of being fired from the research division of his company. His ...", + "title": "Doppelganger", + "year": 2003, + "plot_embedding": [ + -0.02730063, + 0.002435348, + -0.008168206, + -0.00318931, + -0.0018995028, + 5.740586E-4, + -0.031930882, + 0.004592469, + -0.007048426, + -0.012963334, + 0.011513804, + 0.015704388, + 0.004115017, + 0.0043417206, + 0.0010244607, + -0.01783403, + 0.03129886, + 0.010428374, + 0.011713028, + -0.03206828, + -0.010861171, + -0.009693304, + -0.007254521, + 0.013437351, + -0.012592364, + 0.0014392255, + 0.013327434, + -0.02070561, + 0.025129769, + -0.012784719, + 0.021722343, + 0.0016599181, + -0.0088070985, + -0.0086559625, + 0.008532305, + -0.017215747, + 0.0060591735, + 0.0065400605, + -0.00245424, + -0.036657315, + 0.03572302, + 0.00318244, + -0.00912998, + 0.00838117, + -0.03676723, + 0.012874027, + -0.016679902, + -0.02844102, + -0.020925445, + 0.029210437, + 0.018685887, + 0.026778525, + -0.010600119, + -0.010304717, + -0.022148272, + -0.0032700303, + -0.014646438, + 0.012145827, + 0.0056950734, + 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It is not going well and he is stressed out and on the verge of being fired from the research division of his company. His ...", + "title": "Doppelganger", + "year": 2003, + "plot_embedding": [ + -0.02730063, + 0.002435348, + -0.008168206, + -0.00318931, + -0.0018995028, + 5.740586E-4, + -0.031930882, + 0.004592469, + -0.007048426, + -0.012963334, + 0.011513804, + 0.015704388, + 0.004115017, + 0.0043417206, + 0.0010244607, + -0.01783403, + 0.03129886, + 0.010428374, + 0.011713028, + -0.03206828, + -0.010861171, + -0.009693304, + -0.007254521, + 0.013437351, + -0.012592364, + 0.0014392255, + 0.013327434, + -0.02070561, + 0.025129769, + -0.012784719, + 0.021722343, + 0.0016599181, + -0.0088070985, + -0.0086559625, + 0.008532305, + -0.017215747, + 0.0060591735, + 0.0065400605, + -0.00245424, + -0.036657315, + 0.03572302, + 0.00318244, + -0.00912998, + 0.00838117, + -0.03676723, + 0.012874027, + -0.016679902, + -0.02844102, + -0.020925445, + 0.029210437, + 0.018685887, + 0.026778525, + -0.010600119, + -0.010304717, + -0.022148272, + -0.0032700303, + -0.014646438, + 0.012145827, + 0.0056950734, + 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Winnie the Pooh, Tigger, and Piglet are scared and rush to Rabbit's house for advice. Roo joins them and they all agree that ...", + "title": "Pooh's Heffalump Movie", + "year": 2005, + "plot_embedding": [ + -0.014940398, + -0.010379175, + -0.006768472, + -0.0038563067, + -0.005384157, + 0.025951127, + 0.01281608, + -0.03595392, + -0.0061050216, + -0.020337313, + 0.020018347, + 6.973408E-4, + -0.0036872544, + -0.025772505, + 0.013358323, + -3.652168E-4, + 0.02553009, + 0.00908417, + -0.001692118, + -0.015157294, + 0.011431765, + 0.0021753525, + -0.021625938, + -0.016599024, + -5.046152E-5, + -0.012056939, + 0.034754604, + -0.016573507, + 0.020477658, + 0.005553209, + 0.00792951, + -0.011897456, + -0.014136601, + 0.004149756, + -0.022672148, + -0.016560748, + 0.0021338868, + -0.015910055, + 0.02114111, + -0.0041274284, + 0.024254223, + 0.013792118, + 0.004038118, + -0.012943666, + -0.008446237, + 0.0049471725, + -0.011329696, + -0.017862132, + -0.01684144, + 0.013434875, + 0.008867273, + 6.626532E-4, + -0.009230895, + -0.016994543, + 0.0024719916, + 0.007687096, + 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They must try to unravel the mystery behind their extraordinary romance before it's too late.", + "title": "The Lake House", + "year": 2006, + "plot_embedding": [ + 6.9120775E-5, + -0.0136124855, + 0.01854816, + -0.0094972355, + 0.0135862315, + 0.04040427, + -0.021882366, + -0.005572324, + 0.005519817, + -0.0078104427, + 0.001354521, + 0.03234442, + -0.0018771315, + 0.0016236204, + 0.008309261, + -0.0010526048, + 0.038356494, + -0.017944328, + 0.01690731, + -0.031136755, + -0.02235493, + -0.00392163, + 0.008020471, + -0.0032406773, + -0.0022414, + -0.01723548, + 0.0013537006, + -0.012562342, + 0.0076266676, + 0.010599886, + 2.3464144E-4, + -0.022223663, + -0.0075282166, + -0.033552084, + -0.017734298, + -0.004138222, + -0.013743754, + 0.008407712, + 0.012188229, + -0.0055362256, + 0.01510894, + -0.00929377, + -0.017182974, + -0.020504052, + -0.0021052095, + -0.010101068, + 0.0030864375, + -0.019309515, + -0.012096341, + 0.008854022, + 0.01986084, + -0.0019624557, + -0.021974253, + 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dinner table. He hatches a plan with Charlotte, a spider that lives in his pen, to ensure that this will never happen.", + "title": "Charlotte's Web", + "year": 2006, + "plot_embedding": [ + -0.0038263935, + -0.031189213, + 0.007994371, + 0.005531027, + -0.0071995314, + 0.009761409, + -0.032529272, + -0.017946279, + -0.015095368, + -0.012520353, + 0.023779474, + 0.027221587, + -0.01853748, + 0.012093374, + 0.023674373, + 0.021230735, + 0.028929505, + -0.0010649854, + 0.0013745456, + -0.036785927, + -0.0044537247, + 0.005895602, + -0.010523403, + 0.004105572, + -0.0039971853, + -0.005672259, + 0.016435428, + -0.025828976, + 0.011942289, + 0.010891262, + 0.009472377, + -0.0031744286, + 3.8469213E-4, + -0.012106512, + -0.016343463, + -0.007383461, + 9.763051E-4, + -0.013610793, + 0.007501702, + -0.02501443, + 0.021848213, + 0.0075411154, + -0.0035406456, + -0.00987308, + -0.036339242, + 0.004470147, + -0.0014016423, + -0.024764812, + -0.026525281, + -0.014438476, + 0.016619356, + 0.0012168917, + 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recalling the excruciating details of his last encounter with his former lover...", + "title": "Rampo Noir", + "year": 2005, + "plot_embedding": [ + -0.0011983432, + -0.009196275, + 0.017463498, + -0.012912486, + -0.01292595, + 0.0067490963, + -0.013760751, + -0.030779919, + -0.012602801, + -0.012219062, + 0.020519946, + 0.024155369, + 0.015591927, + -0.006109531, + 0.008725016, + -0.0077151763, + 0.027440714, + -0.002990809, + 0.024465052, + -0.02169136, + -0.008859661, + 0.017315388, + -0.014716732, + -0.021489391, + -0.003776801, + -0.018406015, + 0.006947698, + -0.030322123, + 0.0135453185, + -0.0064023845, + 0.0108793415, + -0.023643717, + 8.05768E-4, + -0.03729675, + -0.0035849314, + 0.0043692403, + 0.011761268, + -0.01307406, + 0.00968773, + -0.026578985, + -0.0017032631, + 0.00968773, + -0.002055024, + -0.020762308, + -0.0124681555, + 0.0098021785, + -0.005678666, + -0.015161062, + -0.018998453, + 0.014568623, + 0.036650453, + 0.010064737, + -0.0043692403, + 0.0018227609, + 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Meet Arin. Arin is a shy videographer who finds it too much to handle to go out and meet girls, so he sets up an account on meester.net...", + "title": "Four Eyed Monsters", + "year": 2005, + "plot_embedding": [ + 0.0038667342, + -0.013076106, + -0.0018064794, + -0.022505863, + 0.011600203, + 0.016415255, + -0.024055228, + -0.02973178, + -0.00948986, + -0.009055771, + -0.0021153507, + 0.01266873, + 0.0031621738, + 0.0077401465, + 0.022612715, + -0.0027314236, + 0.04672137, + 0.006905359, + 0.034566868, + -0.018151613, + -0.031788696, + 0.010458213, + 0.014638828, + -0.002572814, + 0.0056498395, + -0.008234341, + -0.011306358, + -0.025911793, + -0.005566361, + -7.325257E-4, + 0.022545932, + -0.035314836, + 0.0057399967, + -0.02941122, + -0.030533176, + -0.010130977, + 0.005729979, + -0.0023073517, + 0.009750314, + -0.017603992, + 0.00984381, + -0.0033007485, + -0.0031504869, + 0.007753503, + 0.006127338, + 1.3982685E-4, + -0.015039526, + -0.017230008, + -0.027434446, + 0.008361228, + 0.033792183, 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This is an Operetta which includes comedy, singing and dancing, and a love story.", + "title": "Princess Raccoon", + "year": 2005, + "plot_embedding": [ + -0.009178324, + -0.044166174, + -0.007288862, + 0.007393832, + -7.819453E-4, + 0.027449684, + 0.0074069533, + -0.015968578, + -0.0037526814, + -0.015653668, + 0.0034508924, + 0.0018550187, + 0.014617087, + -0.01745128, + -0.006809936, + -0.009945918, + 0.025258433, + -0.015522455, + -0.0073282258, + -0.014026631, + -0.0017074044, + 0.011894425, + 0.0013613311, + -0.014420269, + -0.01390854, + 0.0016139154, + 0.019130802, + -0.026111314, + 0.004287373, + -0.010975937, + 0.0147483, + 0.015548698, + 0.022778513, + -0.023631396, + -0.030546302, + -0.0261638, + 0.0075119236, + 0.02813199, + 0.0026849385, + -0.010011524, + 0.00934234, + 0.0025389646, + -0.010615102, + 0.0075840903, + -0.008784686, + 0.01089721, + 0.014341542, + -0.016427822, + -0.019262016, + 0.009952478, + 0.010234586, + 0.016742732, + -0.024891037, + -0.017254462, + 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Taku occasionally suffers fainting spells, is disorganized, and fears that his health hindered Mio's ...", + "title": "Be with You", + "year": 2004, + "plot_embedding": [ + 0.006892442, + -0.010411845, + -0.007391412, + -0.013997777, + -0.029645482, + 0.047368903, + -0.014875965, + -0.0057181986, + -0.008050052, + -0.020397902, + 0.0029472506, + 0.013598601, + 0.014317119, + -0.009586881, + -0.005921113, + -0.017457305, + 0.023072382, + -0.0062204953, + 0.024815451, + -0.041301426, + 0.014862659, + 0.017137963, + -0.014090918, + 0.0065697744, + 0.012341197, + -0.010225562, + 0.0047967667, + -0.00865547, + 0.012939961, + -0.01663234, + 0.0052325344, + -0.01647267, + 9.796448E-4, + -0.023245359, + 0.007072071, + -0.0023834144, + 0.01316616, + -0.0010212257, + -0.017497221, + -0.027942332, + 0.01572754, + 0.006383492, + -0.0035626472, + -6.9731084E-4, + -0.043403756, + 0.012134955, + -0.022194194, + -0.011303338, + -0.026212567, + -0.0014420239, + 0.013565336, + 5.8088446E-4, + 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disguised to human). This is an Operetta which includes comedy, singing and dancing, and a love story.", + "title": "Princess Raccoon", + "year": 2005, + "plot_embedding": [ + -0.009178324, + -0.044166174, + -0.007288862, + 0.007393832, + -7.819453E-4, + 0.027449684, + 0.0074069533, + -0.015968578, + -0.0037526814, + -0.015653668, + 0.0034508924, + 0.0018550187, + 0.014617087, + -0.01745128, + -0.006809936, + -0.009945918, + 0.025258433, + -0.015522455, + -0.0073282258, + -0.014026631, + -0.0017074044, + 0.011894425, + 0.0013613311, + -0.014420269, + -0.01390854, + 0.0016139154, + 0.019130802, + -0.026111314, + 0.004287373, + -0.010975937, + 0.0147483, + 0.015548698, + 0.022778513, + -0.023631396, + -0.030546302, + -0.0261638, + 0.0075119236, + 0.02813199, + 0.0026849385, + -0.010011524, + 0.00934234, + 0.0025389646, + -0.010615102, + 0.0075840903, + -0.008784686, + 0.01089721, + 0.014341542, + -0.016427822, + -0.019262016, + 0.009952478, + 0.010234586, + 0.016742732, + -0.024891037, + -0.017254462, + 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He's a country bumpkin who comes to work at a tinned sardine factory in Bangkok. One day, Pod chops off his finger and packs it in the can, prompting him to go...", + "title": "Citizen Dog", + "year": 2004, + "plot_embedding": [ + 0.0108344145, + -0.031510983, + 0.022339275, + -0.01219542, + -0.0057222606, + 0.015688447, + -0.04432992, + 0.003563423, + -0.022057688, + 0.0045456267, + 0.013824605, + 0.022406321, + -0.012007696, + 0.00919182, + 0.0017121526, + -0.020301118, + 0.01614435, + -0.01851773, + -0.0039757476, + -0.017203655, + -0.018919999, + -0.011726108, + 0.00632231, + 0.0034963782, + 0.017740013, + -0.011565201, + 0.026348546, + -0.013120637, + -0.0017431608, + -0.0014163181, + 0.032235064, + -0.020891111, + 0.0049009635, + -0.01790092, + -0.010023175, + 0.0033790502, + -0.009111367, + -0.02052907, + 0.001285581, + -0.049908035, + 0.017699786, + 1.7630646E-4, + -0.007348093, + -0.024216525, + -0.017230473, + 0.007810701, + 0.0020884406, + 2.1684752E-4, + -0.010727143, + 0.008521374, + 0.0070329835, + 9.2018774E-4, + -0.017042749, + 3.6560284E-4, + 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When he discovers that she is actually a character from a bedtime story who is trying to make the journey back to her home, he works with his tenants to protect his new friend from the creatures that are determined to keep her in our world.", + "title": "Lady in the Water", + "year": 2006, + "plot_embedding": [ + 0.019596897, + 0.0019583483, + -0.00358807, + -0.02694741, + -0.0028972826, + 0.020039538, + 0.018094603, + -0.008812568, + 0.0046175444, + -0.010677023, + 0.022963647, + 0.0044901175, + 0.008470528, + -0.006542359, + -0.004007237, + -0.021997886, + 0.024237916, + -0.0070017665, + 0.0062774457, + -0.017705616, + -0.0081419, + -0.015143667, + 0.017812923, + -0.0074645267, + -0.0026692557, + -0.02634381, + 0.02521709, + -0.016605722, + 0.01576068, + -0.01100565, + 0.008074834, + -0.03745006, + -0.013312745, + -0.01896647, + -0.002117632, + -0.019784685, + 0.002795006, + -0.012186024, + 0.0039234036, + -0.013205439, + 0.01824215, + -0.013044478, + -0.02610237, + 0.0075517134, + 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Similar in design to early German expressionist films.", + "title": "La Antena", + "year": 2007, + "plot_embedding": [ + 0.006918179, + -0.023872683, + -0.0015516251, + -0.016762516, + 0.012174671, + 0.019662192, + -0.005190289, + -0.022336781, + -0.010638769, + -0.04464708, + -0.004197249, + 0.017067049, + 0.01963571, + -0.006805634, + 7.331946E-4, + -0.0056636385, + 0.023687314, + -0.0030949747, + 0.026123574, + -0.0069843815, + -0.0066599883, + 0.02134374, + -0.00694466, + -0.020814119, + 0.004690459, + 0.008917499, + 0.012982343, + -0.020522827, + 0.007143268, + -0.010718212, + 0.0038695459, + -0.011426581, + 0.007368357, + -0.01835138, + -0.010817516, + -0.022482427, + -0.010757933, + -0.011340518, + 0.0134259015, + -0.0070770653, + -9.6200754E-5, + -0.0040019513, + -0.006249532, + -0.023144454, + -0.013677471, + 0.0053756568, + -0.001189993, + 0.003101595, + -0.022892883, + 0.027699197, + 0.004044983, + 0.020390421, + -0.021780677, + -0.017053807, + 0.0101621095, + -0.0070572044, 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But when Mr. Magorium, the 243 year-old eccentric who owns the store, bequeaths the store to her, a dark and ominous change begins to take over the once remarkable Emporium.", + "title": "Mr. Magorium's Wonder Emporium", + "year": 2007, + "plot_embedding": [ + -0.010673234, + -0.023612658, + 0.0011900754, + -0.032820683, + -0.02613933, + 0.0126528945, + -0.0039625764, + -0.015016765, + 9.70294E-4, + -0.02068224, + 0.0087391585, + -0.0016882465, + 0.0122491475, + 0.011317926, + -0.008433092, + 0.010276, + 0.027428715, + 0.0026780765, + -0.021450661, + -0.032976974, + -0.009475019, + 0.030919168, + -0.0076972316, + -0.010816499, + 0.0024403872, + -0.014456729, + 0.01608474, + -0.018103473, + 0.007703744, + -0.009494555, + -0.0064208717, + -0.007996785, + -0.0039332723, + -0.032820683, + -0.020916674, + -0.02061712, + 0.016996425, + -0.004685413, + 0.009742012, + -0.020343615, + 0.021046914, + 0.014990717, + -0.014326489, + -0.010582065, + -0.034070995, + 0.004366323, + -0.03157037, + 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Thanks to his fractured state of mind and her vivid imagination, the line between fiction and reality blurs as the tale advances.", + "title": "The Fall", + "year": 2006, + "plot_embedding": [ + 0.008879728, + -0.009933482, + -0.002214898, + -0.030552167, + -0.0016997664, + 0.015813028, + -7.4039673E-4, + -0.010510698, + -0.007027267, + -0.0022769822, + -3.7774918E-4, + 0.011457063, + 0.018631991, + 0.0010982202, + 0.01551771, + -0.0207395, + 0.04644574, + 0.0153700495, + 8.758915E-4, + -0.017652066, + 0.0069333017, + 0.005453347, + -0.013141728, + 0.010906694, + -0.011886619, + -0.0092623, + 0.019799845, + -0.011873196, + 0.02463235, + -0.020041471, + 0.0030253492, + -0.016162043, + -0.009007252, + -0.015544557, + -0.024014864, + -0.008584407, + 0.0011678553, + -0.025746511, + 1.321388E-4, + -0.012356446, + 0.011960449, + 5.642117E-4, + -0.0050137234, + -0.011275844, + -0.025236413, + 0.0031277044, + 0.0064064246, + -0.020215977, + -0.03597531, + 0.02652508, + 0.020658957, + 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She wants to train the class for an international competition in Paris. But something isn't right. How is she able read kids' minds? 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Should he go with his mother or stay with his father? Infinite possibilities arise from this decision. As long as he doesn't choose, anything is possible.", + "title": "Mr. Nobody", + "year": 2009, + "plot_embedding": [ + 0.017768087, + -0.025066629, + -0.005562355, + -0.01191746, + -0.022419762, + 0.022328038, + -0.028565213, + -0.021882527, + -0.016182587, + -0.011865046, + -0.0023241993, + 0.026167307, + -0.01263159, + -0.013797784, + -0.0028139355, + -0.014623293, + 0.02882728, + -0.0064763105, + 0.014243296, + -0.012336765, + -0.009604725, + -0.004471504, + 0.014610189, + -0.027490743, + -0.008838181, + 0.02447698, + 0.017545331, + -0.017139127, + 0.036977537, + -0.024752151, + 0.01864601, + 0.008019225, + -4.8809825E-4, + -0.023310786, + -0.009198523, + -0.0015666643, + -0.004628744, + -0.015016392, + 0.0041406457, + -0.003051433, + 0.019864617, + 0.0033904812, + -0.015081909, + -0.02451629, + -0.013214687, + 0.0020375645, + -0.0018180842, + -0.011989527, + -0.031421736, + 0.028460387, + 0.0014905013, + 0.016379137, + -0.018187393, + -0.009001973, + 0.0027942806, + -0.0015633885, 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own interior world. While working on a murder mystery script, and unaware that his brain is on the verge of implosion, Felix is baffled when his characters start to appear in his life, and vice versa.", + "title": "Slipstream", + "year": 2007, + "plot_embedding": [ + 0.024357058, + -0.020552106, + -0.003912135, + -0.021221992, + -0.0084941555, + 0.025442274, + -0.032074146, + -2.3446014E-4, + -0.018850595, + -0.0017149084, + 0.01311637, + 0.02564324, + 0.0047427937, + 0.0075027244, + -0.0056839837, + -0.0027850515, + 0.034539327, + 0.011776597, + 0.012975694, + -0.036200646, + -0.012747932, + -0.0075429175, + 0.004746143, + -0.013504904, + -0.009418598, + -0.020243958, + 0.007837667, + -0.02717058, + -8.342175E-5, + -0.004226981, + -0.002922378, + -1.3753599E-4, + -0.013746062, + -0.023794355, + -0.011280882, + -0.0074625313, + -0.002781702, + -0.021181798, + 0.0014963581, + 0.0053322935, + 0.011562234, + 0.014268574, + -0.008105622, + -0.031618625, + -0.0047628903, + -0.0010977759, + -0.002135262, + 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Terrorism, Natural Disasters. Evacuees were ushered from the cities to refugee camps in the surrounding counties. In-fighting, famine and ...", + "title": "20 Years After", + "year": 2008, + "plot_embedding": [ + -0.007141573, + -0.019746285, + 0.021128524, + -0.018324552, + -0.022958348, + 0.012611294, + -0.017850641, + -0.005841609, + -0.015639057, + -0.017231924, + 0.0027694164, + 0.010373382, + 0.010024531, + 0.02258975, + -0.002162218, + 0.006104893, + 0.028197695, + -0.01853518, + -0.004380384, + -0.034226894, + -0.009748083, + -7.207394E-4, + 0.006519565, + -0.003880145, + -0.0034753461, + 0.0034226894, + 0.021220675, + -0.024748677, + 0.012670533, + -0.007424603, + -0.009274172, + -0.016231446, + -0.010978934, + -0.022945182, + -0.028355666, + -0.021668257, + 0.012334846, + -0.0294088, + 0.011735875, + -0.028697934, + 0.008174962, + 0.010143008, + 0.014033026, + 0.019311866, + -0.006766394, + 0.013809235, + 0.008306604, + -0.011683218, + -0.011722711, + 0.008510649, + 0.04449496, + -0.0042092497, + -0.014836042, + -0.0084711565, + -0.012690279, + 0.009149112, + -0.018653657, + 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One day they return home to find a young girl knitting a red sweater in their house...", + "title": "Wool 100%", + "year": 2006, + "plot_embedding": [ + -0.00428219, + -0.020871615, + -0.013905746, + -0.015998106, + -0.021833321, + 0.023769729, + -0.006403791, + -0.0027908962, + 0.004158728, + -0.035453156, + -8.4717834E-4, + 0.0014547425, + 0.024731435, + -0.010728218, + 6.656401E-4, + 0.0025244777, + 0.021040563, + -0.0016285643, + 0.019585008, + -0.03818232, + -0.01846735, + 0.027603555, + 0.0045616045, + 0.0029046114, + -0.0034666895, + -0.021339472, + 0.019325089, + -0.017908521, + 0.03324383, + 0.002673932, + -3.7444796E-4, + -0.02532925, + 0.010149895, + -0.029760895, + -0.0034634403, + -0.007914579, + -0.0032766226, + -0.00748571, + 5.6492095E-4, + -0.003833827, + 0.016076082, + 0.01294404, + -0.011793892, + -0.010936154, + 0.008869787, + 0.0032148915, + -0.010117405, + -0.009084221, + -0.010500788, + 0.0022044505, + 0.020520722, + -0.005386852, + -0.019909909, + 0.0018031984, 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book to her brother - summoning a monster in the process.", + "title": "The Haunting Hour: Don't Think About It", + "year": 2007, + "plot_embedding": [ + 0.0017959987, + -0.013270703, + 0.0020816156, + -0.014393807, + -0.0080682775, + 0.016510924, + -0.009733571, + -0.04254887, + -0.013528888, + -0.029278167, + 0.006719262, + 0.009107472, + 0.02170044, + -0.025276301, + 0.012857608, + 0.015284546, + 0.034906596, + -0.008003731, + 0.01674329, + -0.013683799, + 0.0050701057, + 0.0101918485, + 0.0061351187, + 0.0054089734, + -0.014484173, + -0.016459286, + 0.0112568615, + -0.023004273, + 0.017195113, + 0.0152199995, + 0.008371645, + -0.016188193, + 0.0030191496, + -0.018847497, + -0.03622334, + -0.010508125, + -0.0099142995, + -0.020745156, + 0.0093850205, + -0.008384555, + 0.011302044, + -0.010049847, + -0.015129634, + -0.017801847, + -0.014445445, + -0.007416361, + -0.009101017, + -0.013735436, + -0.022242628, + -0.015077998, + 0.044330347, + 0.0060834815, + -0.014471263, + 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But Ember's once powerful generator is failing ... and the great lamps that illuminate the city are starting to flicker.", + "title": "City of Ember", + "year": 2008, + "plot_embedding": [ + 0.0014717346, + -0.028507981, + -0.011527198, + -0.027601274, + -0.027334595, + 0.01853419, + -0.02245437, + -0.019187553, + -0.014227323, + -0.035228293, + 0.0018184172, + 0.006226954, + 0.008493725, + 0.003510162, + -0.0114205275, + 0.002983471, + 0.03157479, + 0.016014073, + -0.0076536867, + -0.004590212, + -0.008160377, + 0.023361078, + 0.020240935, + -0.008293716, + 0.0017400803, + -0.013907309, + 0.01840085, + -0.027201256, + 0.019080881, + 5.5419223E-4, + 0.008100374, + -0.013247278, + -0.019227553, + -0.027041247, + -0.020934299, + -0.0101138, + -0.0041901935, + -0.011733875, + 0.0044935406, + -0.01610741, + 0.026241211, + -0.008807073, + -0.005733598, + -0.0028551319, + -0.023694426, + 0.018814202, + -0.020387607, + 1.9594654E-4, + -0.027361263, + 0.009973793, + 0.002185101, + 0.015627388, 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He wakes up one day and is seventeen again and gets the chance to rewrite his life.", + "title": "17 Again", + "year": 2009, + "plot_embedding": [ + 0.010417104, + -0.0149158295, + -0.008057324, + -0.019635389, + -0.017805614, + -0.008827092, + -0.014398444, + -0.007249699, + -0.029528799, + 0.0031689827, + 0.0155720245, + 0.024569476, + 0.00781756, + -0.0057511753, + 0.047170363, + -0.029882135, + 0.026222583, + -0.021704929, + -2.715088E-4, + -0.0137422485, + -0.01018996, + -0.012972481, + -0.01403249, + -0.0056880796, + -0.010442343, + -0.021174924, + 0.02877165, + -0.009559003, + 0.03720124, + -0.010051149, + 0.027232114, + -0.005801652, + -0.0159506, + -0.033819307, + -0.024847096, + -0.015395357, + -0.01831038, + -0.009218286, + 0.005959391, + -0.008473756, + 0.02257565, + 0.007558868, + 0.0018218891, + -0.01596322, + -0.006732314, + -0.019635389, + -0.005908915, + -0.0099943625, + -0.012877838, + 0.018322999, + 0.016493222, + 0.009483287, + -0.01328796, + 0.0028266886, + 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Along the way they encounter dragons, dwarves, merfolk, and a band of lost warriors before reaching the edge of the world.", + "title": "The Chronicles of Narnia: The Voyage of the Dawn Treader", + "year": 2010, + "plot_embedding": [ + 0.012868402, + -0.02660028, + -0.01688293, + -0.021677168, + -0.016895818, + 0.045158617, + -0.009395158, + -0.030183071, + -0.0148853315, + 0.0071140286, + 0.0037857716, + 0.024048511, + 0.0031977687, + -0.010522834, + 0.021922035, + -0.0067531723, + 0.01671539, + -0.015439505, + 0.004977887, + -0.012037143, + -0.013377467, + -0.021342086, + -0.019576468, + -0.0046009207, + 0.012455994, + -0.017308226, + 0.005986352, + -0.016444748, + 0.028121034, + 0.00609912, + 0.012745968, + -0.0055256155, + 0.0112832105, + -0.017875286, + -0.0200662, + -0.02223134, + -0.013918752, + -0.021200322, + 0.028920073, + -0.023996959, + 0.007938843, + -0.002126476, + -0.032270882, + -0.008486573, + -0.040544808, + 0.0054418454, + -0.015645709, + -0.014511588, + 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It is learnt the ghost is not too happy...", + "title": "Bhoothnath", + "year": 2008, + "plot_embedding": [ + 0.012456404, + -0.014630493, + 0.0028646425, + 0.015925694, + -0.009859392, + -0.004774404, + -0.028468005, + -0.024159476, + -0.027027423, + -0.033067293, + 3.838935E-4, + 0.0034758984, + 0.0064991373, + -0.024992106, + 0.011009214, + -0.0031405338, + 0.018119607, + -0.0140621895, + 0.008339513, + -0.015701016, + -0.02678953, + 0.029736774, + 0.0047843163, + 0.016269319, + -0.0054153968, + -0.0050882925, + 0.015185579, + -0.023406144, + 0.0031339256, + -4.5183377E-4, + -0.016705459, + -0.002881163, + -0.0100774625, + -9.0449356E-4, + -0.024053747, + -0.009667755, + -0.008200741, + 0.0122911995, + 0.01677154, + 0.023485443, + 0.013692132, + 0.0041730604, + -0.018661477, + 0.001035005, + -0.027384264, + 0.00961489, + 2.4057877E-4, + -0.009905649, + -0.049006205, + 0.005524432, + 0.024331288, + 0.021212231, + 0.002843166, + -0.013222952, + -0.014617276, + -0.020657146, + 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When 13 year old Tolly finds he can mysteriously travel between the two, he begins an adventure that unlocks family secrets laid buried for generations.", + "title": "From Time to Time", + "year": 2009, + "plot_embedding": [ + 0.019672113, + -0.028623374, + 0.009719806, + -0.014092104, + -0.011005016, + 0.007982512, + -0.017644193, + -0.029630877, + -0.008370012, + -0.0064195925, + -1.3088236E-4, + 0.010727307, + -0.006103134, + -0.020395447, + 0.021247948, + 0.018264193, + 0.024580453, + -0.018367527, + -0.016184608, + 0.0018955236, + -0.019387946, + 0.012077101, + 0.015215855, + -0.007711261, + -0.0015257834, + -0.008240845, + 0.022410449, + -0.020007946, + 0.021506282, + -3.8366593E-4, + -0.009280639, + -0.008344179, + -0.022707533, + -0.01901336, + -0.019284612, + -0.020511696, + -0.0020311489, + -0.016184608, + 0.0031500566, + 0.004956778, + 0.0019762528, + 0.009874806, + -0.0056671957, + -0.0012141684, + -0.009125638, + 0.0032646921, + -0.0051182364, + -0.024890453, + 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Not Dr. Tyrsa, practical and skeptical man, who never believed in this nonsense. 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Vlad Cozma thinks it was murder. Now Constantin thinks pickles might go nice with blood.", + "title": "Strigoi", + "year": 2009, + "plot_embedding": [ + 0.026299814, + -0.018739125, + 0.027017944, + -0.013285403, + -0.011591701, + 0.0214355, + -0.02571718, + -0.017614506, + 7.194002E-4, + -0.034036648, + 0.023698287, + 0.03891451, + -0.018983018, + -0.017018324, + 0.0032298907, + 0.013475098, + 0.029890463, + -0.0073777684, + -0.0010458613, + -0.01053483, + -0.006798522, + 0.025771378, + 0.0061447527, + -0.0010839696, + 9.264553E-4, + 0.020961262, + 0.014972331, + -0.01643569, + 0.029375577, + -0.014823285, + -0.002147615, + -0.002118822, + 0.0046271957, + -0.0060228063, + -0.032735884, + -0.01499943, + 0.012133685, + -0.018522331, + -0.0024524813, + -0.0025778152, + 0.001805487, + -0.009410212, + -0.0022018133, + -0.039862983, + -0.02325115, + -0.003406036, + -0.0071271006, + -0.024037028, + -0.013536071, + 0.011137788, + 0.050160695, + 0.015419468, + 0.011117464, + 0.0038921286, + 0.02325115, + -0.021706492, + 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This period in the late 16th and early 17th century has been called \"The Time of Troubles.\" There are many impostors who claim ...", + "title": "1612: Khroniki smutnogo vremeni", + "year": 2007, + "plot_embedding": [ + 0.002528993, + -0.014361468, + 0.0075596813, + -0.030649787, + -0.022223024, + 0.0047946493, + -0.006339342, + -0.012794295, + -0.019101523, + -0.008580913, + 0.009101163, + 0.004248708, + -0.008850672, + 0.0076688696, + 0.008163428, + 0.005642464, + 0.016044252, + -0.008388228, + 0.027541133, + -0.0059443377, + 7.197594E-4, + -0.010527033, + -0.019859418, + 0.0149780605, + -0.008516684, + 0.012543805, + 0.023892961, + -0.017983949, + 0.009685641, + -0.02000072, + 0.0057741324, + 7.5307785E-4, + -0.023314906, + -0.037380923, + -0.030418565, + -0.036147736, + 0.0059154346, + -0.029801972, + -0.009043357, + 0.0047368435, + 0.0029223918, + 0.019204289, + -0.0030845683, + 0.008343268, + -0.0048428206, + 0.013051209, + -0.0033398762, + -0.02585835, + 0.019602504, + 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Youthful Kieri and Ryo share a deep and passionate love for each other. Kieri sets off in search of his soul mate after Ryo ...", + "title": "Raging Sun, Raging Sky", + "year": 2009, + "plot_embedding": [ + 0.0058079655, + -0.0190189, + -0.0156135345, + -0.005293123, + 0.012571587, + 0.012955196, + 7.222101E-4, + -0.028992718, + -0.007369319, + -0.039895274, + -0.0011121278, + 0.020701393, + 0.011232323, + -0.015680835, + 0.002993155, + -0.020768693, + 0.025923852, + -0.030473312, + 0.032869183, + -0.034403615, + 0.0054378174, + -0.011784181, + -0.009206601, + -0.021051353, + -0.0024412973, + -0.010465106, + 0.018009406, + -0.01442906, + 0.018197844, + -0.020984052, + 0.017349867, + -0.0016883817, + 0.014671339, + -0.022854984, + -0.032007746, + 0.011138104, + 0.009294091, + 0.007678898, + -0.0018288698, + 9.354661E-4, + 0.018534342, + 6.578548E-4, + -0.01430792, + -0.011535171, + -0.0023083803, + -0.0049095144, + 0.00717415, + -0.027619805, + -0.004599936, + 0.025197014, + 0.022585785, + 0.005757491, + -0.03588421, + -0.0057810456, + 0.0039639533, + 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When the Queen falls ill, it's up to brave Mariposa and her friends to journey beyond the safe borders of the city to find a cure.", + "title": "Barbie Mariposa and Her Butterfly Fairy Friends", + "year": 2008, + "plot_embedding": [ + -8.795017E-4, + -0.013311377, + 0.0049081603, + -0.026557181, + -0.0042458703, + 0.019226087, + -0.022570325, + -0.021783445, + 5.208978E-4, + -0.010570413, + 0.016026111, + 9.18026E-4, + 0.006734377, + -0.020983452, + 0.0074032242, + 0.0015885129, + 0.026911277, + -0.007908138, + 0.0034262042, + -0.032235827, + 0.0012311385, + 0.008931082, + 0.004832751, + -0.0122884335, + -0.006163889, + 0.0037016121, + 0.015960539, + -0.016957251, + 0.0040196422, + 0.009049114, + 0.0094950115, + 0.002063919, + -0.0035704654, + -0.012694988, + -0.008458954, + -0.008642559, + 0.023449007, + -0.018819533, + -0.007986826, + -3.3647293E-4, + 0.0067114257, + -0.0022278524, + -0.0072196187, + 0.019606413, + -0.024091626, + 0.0074491254, + -0.010793363, + -0.010524512, + 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+ { + "plot": "Tinkerbell wanders into the forbidden Winter woods and meets Periwinkle. Together they learn the secret of their wings and try to unite the warm fairies and the winter fairies to help Pixie Hollow.", + "title": "Secret of the Wings", + "year": 2012, + "plot_embedding": [ + 0.0055365204, + -0.024346452, + -0.018314848, + -0.00686645, + -0.015001349, + 0.021887215, + 0.006222518, + -0.010037572, + 0.006591404, + -0.039321914, + 0.009811063, + 0.002265087, + 0.005426502, + -0.023401586, + 0.009118594, + -0.02175778, + 0.016528664, + -9.5538143E-4, + 0.0051514553, + -0.024980675, + -0.010872419, + 0.0117460955, + -0.022120195, + -0.0050479085, + 0.007940749, + -0.015143726, + 0.023065059, + -0.019259714, + 0.014535388, + 0.016722815, + 0.0033393856, + -7.33322E-4, + 0.010108761, + -0.0113577945, + -0.012658602, + -0.028786022, + 0.0038312331, + -0.03385982, + 0.0036920921, + -0.014923689, + 0.018030094, + -0.0101928925, + -0.008264332, + 0.0029381416, + -0.03505061, + 0.03085696, + -0.014470671, + 0.004711381, + -0.011979075, + 0.014638935, + -0.0057759723, + 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Jacob Black.", + "title": "The Twilight Saga: New Moon", + "year": 2009, + "plot_embedding": [ + -0.00349499, + -0.02593718, + 0.004551168, + -0.024605753, + -0.018051047, + 0.013723916, + -0.0052680895, + -0.0124373, + 0.007553275, + -0.002683653, + -0.0065387036, + 0.03940505, + -0.0010537779, + -0.009800054, + 0.02612921, + 0.0053865095, + 0.04009637, + -0.011982823, + 0.0041382983, + -0.018870385, + -0.011285105, + 0.031058043, + 3.3205605E-4, + 0.006237853, + -0.014556057, + 0.008692667, + 0.010017691, + -0.008372613, + -0.007854125, + -0.005069656, + 0.012866172, + -0.014005564, + -0.020547468, + -0.01819187, + -0.044013828, + -0.014069575, + -0.0048616207, + -0.02257021, + 0.0041030925, + -0.002949298, + 0.019561702, + -0.02044505, + -0.010523376, + -0.028523214, + -0.027883107, + -0.016847644, + -0.01972813, + -0.036690995, + -0.031083647, + 0.0033637679, + 0.011291506, + 9.177549E-4, + -0.022083728, + 0.0027812694, + -0.0141591905, + -0.0104145575, + -0.01172678, + 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He lives with his brother, and is still in high school. 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Ten years after a forced separation, Adam sets out on a dangerous quest to reconnect with his love.", + "title": "Upside Down", + "year": 2012, + "plot_embedding": [ + 0.016293125, + -0.026436655, + -0.020339957, + -0.014137461, + 0.0030632266, + 0.026978876, + -0.029094867, + -0.0049461275, + -0.012226457, + -0.0054982686, + -0.0036533896, + 0.034517094, + -0.013714262, + -0.0013415049, + 0.027772374, + 0.0026714378, + 0.029729664, + -0.019268738, + -0.018395891, + -0.022429498, + -0.013343965, + -0.00915827, + 0.014454859, + -0.016848573, + -0.019096812, + 2.47761E-4, + 0.033750046, + -0.026873078, + 0.022363374, + -0.020273833, + 0.014825158, + -0.007009218, + -0.008662336, + -0.017523045, + -0.026516004, + 0.010421253, + -0.024902562, + -0.014058111, + 0.0075316033, + -0.013582014, + 0.006010735, + -0.0046816287, + -0.0071811425, + -8.3647744E-4, + -0.01552608, + -0.014547434, + -0.019017464, + -0.01737757, + -0.024942236, + 0.014005211, + -0.0065364265, + 0.018924888, + 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The time has come to dig it up! This Christmas everyone will believe in Santa Claus.", + "title": "Rare Exports: A Christmas Tale", + "year": 2010, + "plot_embedding": [ + 0.013100058, + -0.034247845, + 0.0012221043, + -0.016121171, + -0.012920077, + 0.018563772, + -0.051808868, + -0.018962301, + -0.011036702, + -0.016738249, + 0.020916384, + 0.01284937, + -0.019129427, + -0.03411929, + 0.004023865, + 0.0096611325, + 0.02997972, + -0.007514214, + -0.0019380115, + -0.016571123, + -0.009847541, + 0.0021372763, + -0.0075270697, + -0.010111085, + -0.010689596, + -0.02374466, + 0.01709821, + -0.01749674, + -0.0014599366, + -0.013974252, + -0.0017226769, + -0.015362679, + -0.018550916, + -0.006697871, + -0.020093612, + -0.010548182, + 0.011499511, + -0.031830955, + 0.008401264, + 0.004669869, + 0.008838361, + 0.0033489354, + -0.002606513, + -0.003107889, + -0.019347977, + 0.015581227, + 0.007276382, + -0.014861302, + -0.0013836053, + 0.0037217536, + 0.012020171, + 0.018460926, + -0.014167089, + -0.025338778, + 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Some fairly embarrassing secrets are revealed along the way. A case where the skeletons have hidden themselves turns the lives of all those involved.", + "title": "Skeletons", + "year": 2010, + "plot_embedding": [ + 0.020243766, + -0.017366812, + 0.020178081, + -0.01098891, + 7.750695E-4, + 0.00793461, + -7.003541E-4, + -0.03581084, + 0.014778868, + -0.01835207, + 0.0073171817, + 0.019757705, + 2.51446E-4, + -0.015882356, + 0.002366261, + 0.005652096, + 0.03699315, + 0.0018719899, + -0.003730843, + -0.035154, + -0.0033055402, + -0.011179392, + -0.008617722, + 0.0055765593, + -0.0062925136, + -0.023541095, + 0.012755806, + -0.014516133, + 0.0073697288, + -0.009011826, + 0.0010460154, + -0.023593642, + -0.0074945283, + -0.025656115, + -0.036021028, + -0.009386224, + -0.018286387, + -0.0064632916, + 0.009983947, + 0.016447239, + -0.002179062, + 0.0010583311, + -0.0036914328, + -0.016368417, + -0.006079041, + 0.018641079, + -0.004223472, + -0.014082619, + -0.013688516, + -0.00408882, + 0.034891266, + 0.0142533975, + -0.012263176, + -0.017655822, + 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Charlie is given the gift of seeing his dead brother but when the girl he fell in love with's life is at risk he must choose between his girlfriend and his brother.", + "title": "Charlie St. Cloud", + "year": 2010, + "plot_embedding": [ + 0.013017726, + -0.031252623, + 0.0072145676, + -0.033420146, + -0.022884985, + 0.022456523, + -0.01723935, + 0.0016839241, + -0.014214903, + -0.010018483, + -0.002526674, + 0.017050322, + 0.0054755104, + -0.0023203182, + 0.039443836, + -0.008235319, + 0.03384861, + -0.018436529, + 0.008537764, + -0.009923968, + -0.010352432, + 0.005759052, + -0.013610014, + -0.017037721, + 0.012916911, + 0.014088885, + 0.016911702, + -0.019847937, + 0.020415021, + -0.016974712, + 0.0059732837, + -0.012816097, + -0.03972108, + -0.03813324, + -0.022456523, + -0.0066978913, + -0.028354196, + -0.002425859, + 0.008972527, + -0.002616462, + 0.0065781735, + 0.010371335, + 0.0026841972, + -0.0027078257, + -0.035033185, + -0.005374695, + -0.0034088043, + -0.043426026, + 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Emma, the beautiful blonde tomboy, would rather be riding a horse than anything else in the world. 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Now with a high-paying career and a trophy fiancè, he is visited by an angel, who gives him...", + "title": "What If...", + "year": 2010, + "plot_embedding": [ + -0.003859075, + -0.04108451, + 0.01667331, + -0.007125965, + -0.006829872, + 0.010692237, + -0.009994774, + -0.021344995, + -2.8401255E-5, + -0.003215896, + 0.005155303, + 0.035478488, + -0.013962417, + 0.0040597604, + 0.030688366, + 0.011995045, + 0.031109475, + 0.012047684, + -0.009678942, + -0.013870299, + -0.027951153, + 0.0054316563, + -7.6860737E-4, + -0.00854063, + -0.0040794997, + -0.0150151905, + 0.0179498, + -0.031846415, + 0.0100474125, + -0.021200238, + 0.007830007, + -0.005000677, + -0.029609272, + -0.021423953, + -0.035478488, + -0.02520078, + -0.020002708, + 0.006020552, + 0.033899326, + 0.01300834, + 0.024516476, + -0.006125829, + -0.0148572745, + -0.009948716, + -0.024621755, + 1.8906753E-4, + -0.012771466, + -0.027029974, + -0.02676678, + 0.018949933, + -0.0054217866, + 0.009494706, + -0.01991059, + 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Her attention is caught by a strange doll in an antique toy shop window. Fascinated, Alma decides to enter.", + "title": "Alma", + "year": 2009, + "plot_embedding": [ + -0.0071803993, + 0.0016386163, + -0.014114317, + -0.028176742, + -0.031575594, + 0.024258982, + -0.013024609, + -0.019900149, + -0.0057793455, + -0.028565925, + 0.00716094, + 0.0071155354, + 0.017824514, + -0.017007232, + 0.007433367, + -0.011681932, + 0.022520637, + 0.003869113, + -0.016916424, + -0.010676546, + -0.005480973, + 0.021742275, + 0.011137078, + -0.026243808, + -0.01009926, + -0.02577679, + 0.03847708, + -0.018421259, + 0.0338069, + -0.0067522996, + 0.008886311, + -0.003363177, + -0.032302067, + -0.035078228, + 0.0035220927, + -0.007932817, + 3.316151E-4, + -0.015502397, + -0.004066947, + 0.007413908, + 0.006473386, + 0.011506801, + -0.024726, + -0.027320543, + 0.020704458, + 0.0027956206, + -0.010216015, + 0.016151033, + -0.0024404924, + -0.0011951115, + 0.008257135, + 0.004342617, + -0.0027291353, + 3.480717E-6, + -0.01398459, + -0.004949092, + 0.008347943, + -0.00904847, + 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Once people infected by the virus, they lose their most important person's memory. 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Once people infected by the virus, they lose their most important person's memory. Teru, a guy who spends his life lazily, met ...", + "title": "Our Brief Eternity", + "year": 2009, + "plot_embedding": [ + 0.0075034825, + -0.020532995, + -0.012399708, + -0.019300474, + -0.013015969, + 0.02054654, + -0.030311903, + -0.019219209, + -0.02112894, + -0.0062269424, + -0.011519335, + 0.019639079, + 0.008424488, + -0.011329717, + 0.0011715726, + -0.020776791, + 0.023905499, + -0.0096231485, + 0.008099427, + -0.0122845825, + -2.7300013E-4, + -0.0046761325, + -0.0069413986, + -0.018393014, + 0.015955059, + 0.0050350535, + 0.01476317, + -0.033779215, + 0.009054293, + -0.016212398, + 0.029390898, + -0.0027189967, + -5.96791E-4, + -0.008932395, + -0.02429828, + -0.026614338, + 0.008681827, + -0.0043409136, + 0.017729348, + -0.022889685, + 0.03640679, + 0.0010936935, + -0.00436123, + 0.007686329, + -0.011390666, + -0.0056580864, + -0.029472163, + -0.0067314636, + -0.011559968, + 0.014817347, + 0.009061065, + 0.01828466, + -0.015833162, + -0.0059933052, + -0.01653746, + 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He meets a mysterious new girl, Lena. Together, they uncover dark secrets about their respective families, their history and their town.", + "title": "Beautiful Creatures", + "year": 2013, + "plot_embedding": [ + 0.010104967, + -0.0072929813, + 0.004838175, + -0.039978266, + -0.02314531, + 0.020781424, + -0.022768648, + -0.010695939, + -0.011105074, + -0.012150639, + -0.012936437, + 0.023405079, + 0.008936012, + 2.8716519E-5, + 0.02548322, + 0.007870965, + 0.027743202, + -0.026859991, + -1.4114728E-4, + -0.011111568, + 0.003763386, + 0.0011924966, + 0.016391348, + -0.004929094, + -1.1070573E-4, + -0.012371441, + 0.014910672, + -0.013455972, + 0.02266474, + -0.006380547, + 0.016936861, + -0.002464547, + -0.007793034, + -0.027405502, + -0.037380587, + -0.007870965, + -0.0061662383, + -0.018690294, + 0.017495362, + -0.00826711, + 0.001298839, + -7.87827E-4, + -0.017781107, + -0.011851906, + -0.0064747124, + -0.016988814, + -0.019560516, + -0.018534433, + -0.00718258, + 0.0021365902, + 0.020183958, + 0.02314531, + 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Ex-con Leon Deeks arrives in town, and Jake is asked by the mayor to make him his top priority...", + "title": "The Good Witch's Gift", + "year": 2010, + "plot_embedding": [ + 0.009386958, + -0.016159493, + 8.465669E-4, + -0.03163582, + -0.03515675, + 0.018274678, + 5.8504264E-4, + 0.003228614, + 3.2228665E-5, + -0.029954182, + 0.016974036, + 0.02811489, + 0.0039774687, + 0.010070123, + 0.008927135, + 0.0036621615, + 0.024869854, + -0.016028116, + 0.006733122, + -0.044405762, + -0.00752139, + -0.0052551194, + 0.009065081, + -0.002038001, + 0.016816383, + 0.01187657, + 0.011810881, + -0.011239387, + 0.012723958, + 7.7923574E-4, + -0.0123561, + 0.001117534, + -0.0083293645, + -0.033396285, + -0.026354425, + -0.020692034, + -0.010194932, + -0.021585403, + 0.020928513, + 0.0014632223, + 0.021795608, + -0.020468691, + -0.013505657, + -0.01450413, + -0.037626658, + 0.007449132, + 0.005294533, + -0.028692953, + -0.0213752, + 0.014490993, + 0.03003301, + 0.0016816383, + -0.0039052109, + 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A fairy comes to give her 16 candles that make the 16 wishes come true. Her ...", + "title": "16 Wishes", + "year": 2010, + "plot_embedding": [ + -0.002160029, + -0.030214539, + 0.013361138, + -0.024174217, + -0.008387897, + -0.020914773, + -0.027550071, + -0.018418452, + -0.026722277, + -0.019867094, + 0.010864817, + 0.017073283, + -0.008614248, + -0.013154189, + 0.024251824, + 0.017616525, + 0.03427591, + -0.012125912, + -0.012863168, + -0.031947736, + -0.012843766, + -8.674069E-4, + 5.480912E-4, + 0.0021260765, + -0.0074954303, + -0.019026363, + 0.02507962, + -0.009519649, + 0.021251064, + 0.009500247, + 0.013555152, + 0.004106642, + -0.0181727, + -0.001191573, + -0.038156204, + 0.0024607517, + 0.0050637806, + -0.015301284, + 5.8770255E-4, + 0.0033014815, + 0.028636554, + 0.003113934, + -0.021755503, + 0.008484905, + -0.01715089, + 0.024419969, + -0.031404495, + -0.01919451, + -0.0077929194, + -0.004957073, + 0.031378627, + -0.006431584, + -0.031818394, + 0.0021745802, + -0.009778336, + 0.0033499852, + 0.010845415, + 0.005115518, + -2.0755519E-4, + 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Never one to give up hope, Ella's fortunes begin to change after meeting a dashing stranger.", + "title": "Cinderella", + "year": 2015, + "plot_embedding": [ + -0.0073939525, + -0.029934926, + -0.01067089, + -0.039708026, + 0.008201964, + 0.022547387, + -0.0037418657, + -0.003783549, + -0.021893281, + 0.0067013707, + 0.0015318564, + 0.01051057, + -2.49097E-4, + -0.0050789337, + 0.008689337, + 0.0045402586, + 0.02980667, + -0.013338613, + 0.012133008, + -0.004687753, + -0.0042613023, + 0.005720213, + 0.0017635186, + -0.0059831375, + -0.0021579054, + -0.005614402, + 0.020341385, + -0.016083289, + 0.017417151, + -0.024702085, + 5.763499E-4, + -0.0140568465, + -0.020815931, + -0.04417133, + -0.017814744, + -0.0047005787, + -0.008708576, + -0.013800334, + -0.0032416678, + -0.008176314, + 0.007163092, + -0.0032160166, + -0.02111092, + -0.01782757, + -0.013864462, + 0.0293706, + -0.01567287, + -0.016442405, + -0.020379862, + 0.022252398, + 0.01051057, + 0.0039406624, + -0.0040721246, + 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He will call him Pinocchio. Imagine his ...", + "title": "Pinocchio", + "year": 2012, + "plot_embedding": [ + -0.0038398823, + 0.0016279871, + 0.017934548, + -0.02199764, + -0.024197405, + 0.003791358, + -0.013535019, + 0.002042869, + 0.006922787, + -0.024676178, + 0.0034646285, + 0.028389895, + 0.016446471, + -0.02389979, + 0.013276223, + -0.008145597, + 0.024753815, + -2.838666E-4, + 0.008022669, + -0.04096737, + 0.012778041, + 0.010545928, + -0.0045515704, + -0.04233899, + -0.013353862, + -0.011949895, + 0.02568548, + -0.018219221, + 0.014893697, + -0.0012050178, + 0.02810522, + -0.020716602, + 0.0010731937, + -0.00672222, + -0.022722268, + -0.014945456, + -0.005350603, + -0.014389045, + 0.009633672, + 0.0017112871, + 0.021570627, + 0.013729116, + -0.016964063, + -0.01649823, + -0.022295255, + 0.0020105196, + -0.026203072, + -0.0043186545, + -0.009588383, + 0.010196554, + -4.8200713E-4, + 0.02257993, + -0.010138324, + -0.013217994, + 0.006240213, + 0.0086114295, + -0.0153465895, + -0.017520474, + 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A flashback reveals that Sintel found Scales with its wing injured and helped care for it, forming ...", + "title": "Sintel", + "year": 2010, + "plot_embedding": [ + 0.007382769, + -0.030199805, + -0.002328849, + -0.04665054, + -0.008439361, + 0.022121558, + -0.0074028308, + -0.029905563, + -0.014377675, + -0.006352926, + 0.022027936, + 0.010004187, + 0.011562326, + 0.0015255382, + 0.016129745, + -0.007784006, + 0.021024842, + 0.009609637, + -0.002233555, + -0.037876815, + -0.023860253, + -0.008332364, + 2.0336156E-5, + 0.0043601138, + -0.008907471, + -0.009509328, + 0.007770632, + -0.019553637, + 0.008646667, + -0.022843786, + 0.01207056, + 0.0112346485, + -0.005657448, + 0.008205306, + -0.019072153, + 0.0057945373, + 0.011609137, + -0.0023338643, + -6.683111E-4, + -0.02493022, + 0.02411437, + 0.0021466203, + -0.0056173243, + -0.012431674, + -0.0036612917, + -0.01547439, + -0.010672916, + -0.012077247, + -0.019232647, + 0.0018707695, + 4.355098E-4, + 0.027498139, + -0.032072246, + 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+ "plot": "The film speaks about universal themes of love, hate and search for love. The portrait of three women represents these three states. Tanya Neubivko has never been in love but optimistically...", + "title": "Poslednyaya skazka Rity", + "year": 2012, + "plot_embedding": [ + -0.01854548, + -0.02371454, + 0.0012824002, + -0.03811688, + -0.0028031955, + -0.0014015978, + -0.019873915, + -0.026437175, + -0.014967913, + -0.030093659, + 0.010430189, + 0.0150731355, + 0.020597322, + -0.0150731355, + 0.014888996, + 0.005514321, + 0.03033041, + -0.010824773, + 0.025700616, + -0.03630179, + -0.024030209, + -0.002078146, + -0.01238996, + -0.018861149, + -0.026897524, + 0.009345081, + 0.025450712, + -0.031172192, + 0.0109826075, + -0.031698305, + -0.0033375288, + -0.015901763, + -0.0051328894, + -0.019558247, + -0.011771777, + -0.0028064835, + 0.009331928, + 0.0019203122, + -0.0016901378, + 0.009996146, + -0.003755131, + -0.0056590023, + -0.0076812487, + 0.0020238906, + -0.009831735, + -0.0070367604, + -0.0013045956, + -0.01640157, + -0.028567933, + 0.01807198, + 0.026108354, + 0.024253806, + -0.034644537, + -0.0044653835, + 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The portrait of three women represents these three states. Tanya Neubivko has never been in love but optimistically...", + "title": "Poslednyaya skazka Rity", + "year": 2012, + "plot_embedding": [ + -0.018552022, + -0.023709746, + 0.0012606493, + -0.038182955, + -0.0028206308, + -0.0014267623, + -0.019867767, + -0.026433341, + -0.015012664, + -0.030130588, + 0.010466761, + 0.015065294, + 0.020644058, + -0.015065294, + 0.014828459, + 0.0055031083, + 0.030314792, + -0.01083517, + 0.025709681, + -0.03628828, + -0.023972895, + -0.0021084833, + -0.012387751, + -0.018880958, + -0.026893852, + 0.009348377, + 0.025393901, + -0.031183185, + 0.01099306, + -0.031709485, + -0.0033617315, + -0.01592053, + -0.0051675932, + -0.019486202, + -0.011789086, + -0.00285188, + 0.009341798, + 0.0018996085, + -0.0016890892, + 0.009966778, + -0.0037301404, + -0.0056544193, + -0.007657643, + 0.0020246045, + -0.009835203, + -0.007098451, + -0.0013576857, + -0.016367882, + -0.028551692, + 0.018104667, + 0.026157035, + 0.024236046, + -0.03468307, + -0.004470248, + 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When they fall into the dreamlike world of Cirque du Soleil and are separated, they travel through the different tent worlds trying to find each other.", + "title": "Cirque du Soleil: Worlds Away", + "year": 2012, + "plot_embedding": [ + -0.00584, + -0.010281039, + 0.023676746, + -0.028084792, + 5.75339E-4, + 0.019163119, + -0.00840696, + -0.025194487, + 0.00216113, + -0.007964836, + 0.010175458, + 0.020958012, + 0.010003887, + -0.011528227, + 0.011145492, + -0.008829288, + 0.026395481, + -0.009495774, + -0.0024498305, + -0.021380339, + -0.019941786, + -0.0103008365, + 0.0059554805, + -0.014227164, + -0.007575503, + -0.0032515933, + 0.014016001, + -0.019136723, + 0.018199684, + -0.0045994124, + 0.0075557064, + -7.037076E-5, + -0.0064668925, + -0.03690088, + -0.011548023, + -0.01565252, + 0.0066021695, + -0.017473808, + -0.005945582, + -0.0021809265, + 0.009502373, + 0.0113896495, + -0.0251153, + 0.012630237, + -0.013514486, + -0.0033720226, + -0.019110328, + -0.011745989, + 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for Barbie A Fairy Secret, an amazing adventure with Barbie where she discovers there are fairies living secretly all around us! When Ken is suddenly whisked away by a group of ...", + "title": "Barbie: A Fairy Secret", + "year": 2011, + "plot_embedding": [ + -0.005533819, + -0.0307924, + 0.00877376, + -0.0040726056, + -0.007536103, + 0.0045747967, + -0.005948532, + -0.037531476, + 0.0087932, + -0.005540299, + 0.017482722, + 0.008093373, + -0.0017398483, + -0.031025676, + 0.004671995, + -0.012357135, + 0.015331401, + 0.0043220813, + 0.0024963745, + -0.0362355, + 0.0016045808, + 0.0019293849, + 0.010173415, + -0.015616516, + -0.0054560606, + -0.018713899, + 0.027319184, + -0.015020367, + 7.4437645E-4, + -0.0036125341, + 0.011158356, + -0.009123674, + -0.0036902928, + -0.011799865, + -0.018843496, + -0.012856086, + 0.009933659, + -0.026748953, + 0.0058610532, + 6.398884E-5, + 6.6702283E-4, + 0.009110714, + -0.009045916, + 0.0076981, + -0.016912492, + 0.0153702805, + 4.0782758E-4, + -0.025167862, + -0.020048754, + 0.02632128, + 0.0066159596, + 0.011080598, + -0.024921626, + -0.037661076, + -0.006680758, + 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While he tries to ignore this at first, he soon must realize that he himself is loosing the sand. Day after day the sand increases and soon ...", + "title": "The Sandman", + "year": 2011, + "plot_embedding": [ + 0.01703817, + -0.01074467, + 0.02378889, + -0.020292502, + -0.01360902, + 0.031064067, + -0.02955793, + -0.044377238, + -0.009695754, + -0.0052479445, + 0.016204417, + 0.027083563, + 0.010334518, + 0.004249457, + 0.026518762, + -0.0110203475, + 0.027890421, + 0.008942686, + 0.02127418, + -5.635405E-4, + -0.01990252, + -0.007537407, + 0.014241059, + -0.013266105, + 0.0016364107, + -0.014267955, + 0.00968903, + -0.019337717, + 2.137966E-4, + -0.0154379, + 0.024057843, + -0.013319896, + -0.008935962, + 0.003131621, + -0.022793764, + 0.0055303453, + -0.0030257208, + -0.0023449336, + 0.013219038, + -0.017253332, + 0.009924364, + 0.011719625, + -0.0144831175, + -0.0044276384, + -0.021919666, + 0.010468994, + 0.012445798, + -0.008008074, + -0.017105408, + 0.0038124083, + 0.01847707, + 0.025658112, + -0.019418404, + 1.4151548E-4, + -8.1862556E-4, + 0.008445123, + 0.0048377914, + 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From the imagination of internationally renowned animator Michel Ocelot.", + "title": "Tales of the Night", + "year": 2011, + "plot_embedding": [ + 0.022448668, + -0.013542259, + 0.0040646703, + -0.018702796, + 0.011443508, + 0.0051206877, + -0.009118942, + -0.016364947, + 0.0024158885, + -0.021664958, + 0.0041808984, + 5.3091435E-4, + 0.032145433, + -0.031056207, + 0.0125925075, + 0.00521367, + 0.012937872, + -0.012074461, + 0.0014561748, + -0.00463917, + -0.0114899995, + 0.014545144, + -0.0049812137, + 0.004280523, + 0.018158184, + -0.025025617, + 0.01991157, + -0.011881854, + 0.012220577, + -0.014890508, + 0.008129341, + -0.014040381, + -0.009384606, + -0.025331132, + -0.029355953, + -0.018609814, + 0.008222323, + -0.01965919, + -0.00972997, + 0.0030186153, + 0.01957949, + 0.017932368, + -0.0013922491, + -0.0018845592, + -0.006153459, + 0.005236916, + 0.005794812, + -0.017175224, + -0.017467456, + 0.028558958, + 0.01498349, + 9.289963E-4, + -0.016936125, + -0.020960947, + 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When he learns that he has the gift of reincarnation, he sets out to save her.", + "title": "Winter's Tale", + "year": 2014, + "plot_embedding": [ + -0.009313354, + -0.020469634, + 0.0066937674, + -0.018113323, + -0.003751669, + 0.021904482, + -0.011919777, + -0.027670205, + -0.006394292, + -0.0012061287, + 0.027485913, + 0.017415643, + 0.018547725, + -0.0070031155, + 0.015809665, + -0.023549952, + 0.039991476, + 0.0036990142, + 0.011880285, + -0.02660394, + -0.0056275036, + 0.0013204888, + 0.01786321, + 0.010708712, + -0.0016981239, + 0.005877615, + 0.019232241, + -0.016599491, + 0.018113323, + 0.016086103, + -0.011551192, + -0.00257845, + -0.008609094, + -0.03464699, + -0.026867216, + -0.008951351, + -0.005186518, + -0.00996496, + 0.004186073, + 0.005568267, + 0.0070886803, + 0.006084944, + -0.016336216, + -0.0064304927, + -0.011215516, + 0.008319491, + -0.015691191, + -0.035594784, + -0.02066709, + -0.01284124, + 0.008227345, + 0.0033551112, + -0.028275738, + 0.01066922, + 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Little does he know that the temple is haunted. He meets...", + "title": "Sien nui yau wan", + "year": 2011, + "plot_embedding": [ + 0.0027286026, + -0.032869756, + 0.02004416, + 0.006026566, + -0.010521519, + 0.008357282, + -0.02708958, + -0.03697182, + -0.008850062, + -0.0031514612, + 0.008896677, + 0.01774008, + -1.1341431E-4, + 0.00291506, + 0.007724659, + -0.030392539, + 0.027968593, + -0.015316134, + -0.002265789, + -0.0066192336, + -0.01879223, + -0.010974343, + -0.013098625, + 0.012239589, + 0.0051508825, + -0.006429447, + 0.027236084, + -0.02150918, + 0.01429062, + 0.020510303, + 0.018086357, + -0.013704611, + -0.00813087, + -0.022294965, + -0.014996493, + -0.008477148, + 0.002249141, + 0.009462708, + 0.017047524, + 3.9622173E-4, + 0.021043038, + 0.0034061752, + 0.002660346, + 0.011826719, + -0.010961025, + 0.0028068481, + 0.0041853003, + -0.024599044, + -0.035586707, + 0.009529299, + 0.024519134, + 0.0075182244, + 0.010747931, + -0.011014299, + -0.025424784, + 0.0020327175, + 0.015982054, + 0.015449318, + -0.008117551, + 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This Christmas, when the new pastor of the church recasts the role, the two men engage in a battle between good and evil.", + "title": "Pastorela", + "year": 2011, + "plot_embedding": [ + -0.005131882, + -0.015233451, + -0.0073507237, + -0.017114924, + -0.02349896, + 0.004606367, + 0.0010064263, + -0.005780666, + -0.005586031, + -0.02761225, + -0.0015765453, + 0.011678114, + 0.0065721828, + 0.016128773, + 0.0031109196, + -0.016401261, + 0.031530906, + -0.004320902, + -0.0015741123, + -0.022357099, + -0.011515917, + 0.013261147, + 0.0056087384, + -0.022902079, + -0.014935009, + 0.010134008, + 0.021293094, + -0.0228372, + 0.009576053, + -0.0097122975, + -0.0046128547, + 0.008057898, + 0.004440927, + -0.018736884, + -0.028676257, + -0.023992036, + -0.0039835344, + -0.023641692, + 0.009563077, + 0.014701447, + 0.011742992, + 0.0066565247, + -0.0076816035, + -0.020981677, + -0.0040613883, + 0.012093335, + -6.487841E-4, + -0.024017986, + -0.03220564, + 0.01484418, + 0.027923668, + 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Lily's niece Marilyn the freak is actually normal and Lily...", + "title": "Mockingbird Lane", + "year": 2012, + "plot_embedding": [ + -0.0021745807, + -0.028250076, + -5.854328E-4, + -0.032066952, + -0.00858148, + 0.014358724, + -0.0025770403, + -0.019357014, + -0.017435594, + -0.029444471, + -0.0045017065, + 0.018539112, + -2.6776554E-4, + -0.0059395265, + 0.016435936, + -0.0026500674, + 0.03250836, + -0.01287871, + 0.009438329, + -0.013501874, + -0.006507514, + -0.010425005, + -0.008172529, + -0.012437304, + -0.00928903, + 0.022044405, + 0.01913631, + -0.026770063, + 0.010619744, + 0.00239853, + 0.002343354, + -0.020979835, + 0.017708227, + -0.014423637, + -0.01651383, + -0.0056311903, + -0.004323196, + 0.0074390136, + -3.146245E-4, + 0.0076467344, + -0.0083283195, + 0.0065140054, + -0.0022914237, + -0.01595558, + -0.02791253, + -0.014293811, + 0.0029048503, + -0.010262723, + -0.0155531205, + 0.010853429, + 0.022446865, + 0.025121275, + 0.006358214, + -0.014605393, + -0.0140341595, 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Follow him on this adventure to see his first sunrise ever!", + "title": "The Little Ghost", + "year": 2013, + "plot_embedding": [ + 0.018888641, + -0.015228966, + -0.0041581243, + -0.017367056, + -0.0038859441, + 0.015320786, + -0.020056063, + -0.016068462, + 0.008952429, + -0.013917255, + 0.02002983, + 0.026404746, + -0.012631779, + -0.029119987, + 0.021197252, + -0.019675666, + 0.01988554, + -0.026667088, + 0.0021905575, + -0.0073849335, + 0.0076276003, + 0.0054731146, + -0.004459818, + -0.017852388, + 0.014861687, + -0.012297292, + 0.014678048, + -0.007260321, + 0.030510401, + 0.014363237, + 0.005748574, + -0.029618438, + -0.021577649, + -6.906979E-4, + -0.01203495, + 7.595627E-4, + -2.4143684E-4, + -0.0095689325, + 0.0051550246, + -0.010585509, + 0.01435012, + 0.011103635, + -0.007470195, + -0.009227888, + -0.021026729, + 0.021184135, + 0.0162521, + 0.0058108806, + -0.0016986659, + 0.004063025, + -0.00949023, + 0.0066274204, + -8.30887E-4, + -0.022325324, + -0.012251382, + 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compliance with the License. + * You may obtain a copy of the License at + * + * https://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package example.springdata.mongodb.util; + +import java.util.List; + +import org.springframework.util.StringUtils; +import org.testcontainers.containers.GenericContainer; +import org.testcontainers.utility.DockerImageName; + +/** + * @author Christoph Strobl + */ +public class AtlasContainer extends GenericContainer { + + private static final DockerImageName DEFAULT_IMAGE_NAME = DockerImageName.parse("mongodb/mongodb-atlas-local"); + private static final String DEFAULT_TAG = "latest"; + private static final String MONGODB_DATABASE_NAME_DEFAULT = "test"; + + public AtlasContainer() { + this(DEFAULT_IMAGE_NAME.withTag(DEFAULT_TAG)); + } + + public AtlasContainer(String dockerImageName) { + this(DockerImageName.parse(dockerImageName)); + } + + public AtlasContainer(DockerImageName dockerImageName) { + super(dockerImageName); + dockerImageName.assertCompatibleWith(DEFAULT_IMAGE_NAME); + setExposedPorts(List.of(27017)); + } + + public String getConnectionString() { + return getConnectionString(MONGODB_DATABASE_NAME_DEFAULT); + } + + /** + * Gets a connection string url. + * + * @return a connection url pointing to a mongodb instance + */ + public String getConnectionString(String database) { + return String.format("mongodb://%s:%d/%s?directConnection=true", getHost(), getMappedPort(27017), StringUtils.hasText(database) ? database : MONGODB_DATABASE_NAME_DEFAULT); + } +} diff --git a/mongodb/util/src/main/java/example/springdata/mongodb/util/MongoContainers.java b/mongodb/util/src/main/java/example/springdata/mongodb/util/MongoContainers.java index 9dcd3d651..4019c3e0e 100644 --- a/mongodb/util/src/main/java/example/springdata/mongodb/util/MongoContainers.java +++ b/mongodb/util/src/main/java/example/springdata/mongodb/util/MongoContainers.java @@ -22,14 +22,22 @@ * Utility methods to create a {@link MongoDBContainer}. * * @author Mark Paluch + * @author Christoph Strobl */ public class MongoContainers { - private static final String IMAGE_NAME = "mongo:8.0"; - private static final String IMAGE_NAME_PROPERTY = "mongo.default.image.name"; + private static final String IMAGE_NAME = "mongo:8.0"; + private static final String IMAGE_NAME_PROPERTY = "mongo.default.image.name"; - public static MongoDBContainer getDefaultContainer() { - return new MongoDBContainer(DockerImageName.parse(System.getProperty(IMAGE_NAME_PROPERTY, IMAGE_NAME))) - .withReuse(true); - } + private static final String ATLAS_IMAGE_NAME = "mongodb/mongodb-atlas-local:latest"; + private static final String ATLAS_IMAGE_NAME_PROPERTY = "mongo.atlas.image.name"; + + public static MongoDBContainer getDefaultContainer() { + return new MongoDBContainer(DockerImageName.parse(System.getProperty(IMAGE_NAME_PROPERTY, IMAGE_NAME))) + .withReuse(true); + } + + public static AtlasContainer getAtlasContainer() { + return new AtlasContainer(System.getProperty(ATLAS_IMAGE_NAME_PROPERTY, ATLAS_IMAGE_NAME)).withReuse(true); + } }