Example of using RAG in Vets retreival, as well as refactoring, bug fixes and enhancements

This commit is contained in:
Oded Shopen 2024-09-22 12:00:29 +03:00 committed by Dave Syer
parent 290bb439d1
commit 809e6f1c1c
30 changed files with 3072 additions and 118 deletions

3
.gitignore vendored
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@ -16,3 +16,6 @@ _site/
*.css
!petclinic.css
**/creds.yaml
.tanzu/
tanzu.yml
**/.DS_Store

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@ -10,7 +10,7 @@
<parent>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-parent</artifactId>
<version>3.3.2</version>
<version>3.3.3</version>
</parent>
<name>petclinic</name>

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@ -2,10 +2,12 @@ package org.springframework.samples.petclinic.genai;
import org.springframework.ai.chat.memory.ChatMemory;
import org.springframework.ai.chat.memory.InMemoryChatMemory;
import org.springframework.ai.embedding.EmbeddingModel;
import org.springframework.ai.vectorstore.SimpleVectorStore;
import org.springframework.ai.vectorstore.VectorStore;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.context.annotation.Profile;
import org.springframework.web.client.RestClient;
/**
* A Configuration class for beans used by the Chat Client.
@ -14,16 +16,16 @@ import org.springframework.web.client.RestClient;
*/
@Configuration
@Profile("openai")
public class PetclinicAIConfiguration {
@Bean
public RestClient restClient() {
return RestClient.create();
}
public class AIBeanConfiguration {
@Bean
public ChatMemory chatMemory() {
return new InMemoryChatMemory();
}
@Bean
VectorStore vectorStore(EmbeddingModel embeddingModel) {
return new SimpleVectorStore(embeddingModel);
}
}

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@ -0,0 +1,72 @@
package org.springframework.samples.petclinic.genai;
import java.util.List;
import org.springframework.ai.document.Document;
import org.springframework.ai.vectorstore.SearchRequest;
import org.springframework.ai.vectorstore.VectorStore;
import org.springframework.context.annotation.Profile;
import org.springframework.data.domain.Page;
import org.springframework.data.domain.PageRequest;
import org.springframework.data.domain.Pageable;
import org.springframework.samples.petclinic.owner.Owner;
import org.springframework.samples.petclinic.owner.OwnerRepository;
import org.springframework.samples.petclinic.vet.VetRepository;
import org.springframework.stereotype.Service;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.ObjectMapper;
/**
* Functions that are invoked by the LLM will use this bean to query the system of record
* for information such as listing owners and vers, or adding pets to an owner.
*
* @author Oded Shopen
*/
@Service
@Profile("openai")
public class AIDataProvider {
private final OwnerRepository ownerRepository;
private final VectorStore vectorStore;
public AIDataProvider(OwnerRepository ownerRepository, VetRepository vetRepository, VectorStore vectorStore) {
this.ownerRepository = ownerRepository;
this.vectorStore = vectorStore;
}
public OwnersResponse getAllOwners() {
Pageable pageable = PageRequest.of(0, 100);
Page<Owner> ownerPage = ownerRepository.findAll(pageable);
return new OwnersResponse(ownerPage.getContent());
}
public VetResponse getVets(VetRequest request) throws JsonProcessingException {
ObjectMapper objectMapper = new ObjectMapper();
String vetAsJson = objectMapper.writeValueAsString(request.vet());
SearchRequest sr = SearchRequest.from(SearchRequest.defaults()).withQuery(vetAsJson).withTopK(20);
if (request.vet() == null) {
// Provide a limit of 50 results when zero parameters are sent
sr = sr.withTopK(50);
}
List<Document> topMatches = this.vectorStore.similaritySearch(sr);
List<String> results = topMatches.stream().map(document -> document.getContent()).toList();
return new VetResponse(results);
}
public AddedPetResponse addPetToOwner(AddPetRequest request) {
Owner owner = ownerRepository.findById(request.ownerId());
owner.addPet(request.pet());
this.ownerRepository.save(owner);
return new AddedPetResponse(owner);
}
public OwnerResponse addOwnerToPetclinic(OwnerRequest ownerRequest) {
ownerRepository.save(ownerRequest.owner());
return new OwnerResponse(ownerRequest.owner());
}
}

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@ -11,6 +11,8 @@ import org.springframework.samples.petclinic.owner.Owner;
import org.springframework.samples.petclinic.owner.Pet;
import org.springframework.samples.petclinic.vet.Vet;
import com.fasterxml.jackson.core.JsonProcessingException;
/**
* This class defines the @Bean functions that the LLM provider will invoke when it
* requires more Information on a given topic. The currently available functions enable
@ -26,7 +28,7 @@ class AIFunctionConfiguration {
// The @Description annotation helps the model understand when to call the function
@Bean
@Description("List the owners that the pet clinic has")
public Function<OwnerRequest, OwnersResponse> listOwners(PetclinicAIProvider petclinicAiProvider) {
public Function<OwnerRequest, OwnersResponse> listOwners(AIDataProvider petclinicAiProvider) {
return request -> {
return petclinicAiProvider.getAllOwners();
};
@ -34,9 +36,15 @@ class AIFunctionConfiguration {
@Bean
@Description("List the veterinarians that the pet clinic has")
public Function<VetRequest, VetResponse> listVets(PetclinicAIProvider petclinicAiProvider) {
public Function<VetRequest, VetResponse> listVets(AIDataProvider petclinicAiProvider) {
return request -> {
return petclinicAiProvider.getAllVets();
try {
return petclinicAiProvider.getVets(request);
}
catch (JsonProcessingException e) {
e.printStackTrace();
return null;
}
};
}
@ -44,15 +52,25 @@ class AIFunctionConfiguration {
@Description("Add a pet with the specified petTypeId, " + "to an owner identified by the ownerId. "
+ "The allowed Pet types IDs are only: " + "1 - cat" + "2 - dog" + "3 - lizard" + "4 - snake" + "5 - bird"
+ "6 - hamster")
public Function<AddPetRequest, AddedPetResponse> addPetToOwner(PetclinicAIProvider petclinicAiProvider) {
public Function<AddPetRequest, AddedPetResponse> addPetToOwner(AIDataProvider petclinicAiProvider) {
return request -> {
return petclinicAiProvider.addPetToOwner(request);
};
}
@Bean
@Description("Add a new pet owner to the pet clinic. "
+ "The Owner must include a first name and a last name as two separate words, "
+ "plus an address and a 10-digit phone number")
public Function<OwnerRequest, OwnerResponse> addOwnerToPetclinic(AIDataProvider petclinicAiDataProvider) {
return request -> {
return petclinicAiDataProvider.addOwnerToPetclinic(request);
};
}
record AddPetRequest(Pet pet, String petType, Integer ownerId) {
}
record AddPetRequest(Pet pet, Integer ownerId) {
};
record OwnerRequest(Owner owner) {
@ -61,10 +79,13 @@ record OwnerRequest(Owner owner) {
record OwnersResponse(List<Owner> owners) {
};
record OwnerResponse(Owner owner) {
};
record AddedPetResponse(Owner owner) {
};
record VetResponse(List<Vet> vet) {
record VetResponse(List<String> vet) {
};
record VetRequest(Vet vet) {

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@ -1,25 +0,0 @@
package org.springframework.samples.petclinic.genai;
import java.util.Map;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.springframework.ai.chat.client.AdvisedRequest;
import org.springframework.ai.chat.client.RequestResponseAdvisor;
/**
* A ChatClient Advisor that adds logs on the requests being sent to the LLM.
*
* @author Oded Shopen
*/
public class LoggingAdvisor implements RequestResponseAdvisor {
private static final Log log = LogFactory.getLog(LoggingAdvisor.class);
@Override
public AdvisedRequest adviseRequest(AdvisedRequest request, Map<String, Object> context) {
log.info("Received Spring AI Request: " + request);
return request;
}
}

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@ -1,51 +0,0 @@
package org.springframework.samples.petclinic.genai;
import org.springframework.context.annotation.Profile;
import org.springframework.data.domain.Page;
import org.springframework.data.domain.PageRequest;
import org.springframework.data.domain.Pageable;
import org.springframework.samples.petclinic.owner.Owner;
import org.springframework.samples.petclinic.owner.OwnerRepository;
import org.springframework.samples.petclinic.vet.Vet;
import org.springframework.samples.petclinic.vet.VetRepository;
import org.springframework.stereotype.Service;
/**
* Functions that are invoked by the LLM will use this bean to query the system of record
* for information such as listing owners and vers, or adding pets to an owner.
*
* @author Oded Shopen
*/
@Service
@Profile("openai")
public class PetclinicAIProvider {
OwnerRepository ownerRepository;
VetRepository vetRepository;
public PetclinicAIProvider(OwnerRepository ownerRepository, VetRepository vetRepository) {
this.ownerRepository = ownerRepository;
this.vetRepository = vetRepository;
}
public OwnersResponse getAllOwners() {
Pageable pageable = PageRequest.of(0, Integer.MAX_VALUE);
Page<Owner> ownerPage = ownerRepository.findAll(pageable);
return new OwnersResponse(ownerPage.getContent());
}
public VetResponse getAllVets() {
Pageable pageable = PageRequest.of(0, Integer.MAX_VALUE);
Page<Vet> vetsPage = vetRepository.findAll(pageable);
return new VetResponse(vetsPage.getContent());
}
public AddedPetResponse addPetToOwner(AddPetRequest request) {
Owner owner = ownerRepository.findById(request.ownerId());
owner.addPet(request.pet());
this.ownerRepository.save(owner);
return new AddedPetResponse(owner);
}
}

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@ -4,6 +4,7 @@ import static org.springframework.ai.chat.client.advisor.AbstractChatMemoryAdvis
import org.springframework.ai.chat.client.ChatClient;
import org.springframework.ai.chat.client.advisor.MessageChatMemoryAdvisor;
import org.springframework.ai.chat.client.advisor.SimpleLoggerAdvisor;
import org.springframework.ai.chat.memory.ChatMemory;
import org.springframework.context.annotation.Profile;
import org.springframework.web.bind.annotation.PostMapping;
@ -32,16 +33,19 @@ public class PetclinicChatClient {
this.chatClient = builder
.defaultSystem("""
You are a friendly AI assistant designed to help with the management of a veterinarian pet clinic called Spring Petclinic.
Your job is to answer questions about the existing veterinarians and to perform actions on the customer's behalf, mainly around
pet owners, their pets and their visits.
You are required to answer an a professional manner. If you don't know the answer, politely tell the customer
you don't know the answer, then ask the customer a followup qusetion to try and clarify the question they are asking.
If you do know the answer, provide the answer but do not provide any additional helpful followup questions.
Your job is to answer questions about and to perform actions on the user's behalf, mainly around
veterinarians, owners, owners' pets and owners' visits.
You are required to answer an a professional manner. If you don't know the answer, politely tell the user
you don't know the answer, then ask the user a followup question to try and clarify the question they are asking.
If you do know the answer, provide the answer but do not provide any additional followup questions.
When dealing with vets, if the user is unsure about the returned results, explain that there may be additional data that was not returned.
Only if the user is asking about the total number of all vets, answer that there are a lot and ask for some additional criteria.
For owners, pets or visits - provide the correct data.
""")
.defaultAdvisors(
// Chat memory helps us keep context when using the chatbot for up to 10 previous messages.
new MessageChatMemoryAdvisor(chatMemory, DEFAULT_CHAT_MEMORY_CONVERSATION_ID, 10), // CHAT MEMORY
new LoggingAdvisor()
new SimpleLoggerAdvisor()
)
.build();
}

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@ -0,0 +1,105 @@
package org.springframework.samples.petclinic.genai;
import java.io.File;
import java.io.IOException;
import java.util.List;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.ai.document.Document;
import org.springframework.ai.document.DocumentReader;
import org.springframework.ai.reader.JsonReader;
import org.springframework.ai.vectorstore.SimpleVectorStore;
import org.springframework.ai.vectorstore.VectorStore;
import org.springframework.boot.context.event.ApplicationStartedEvent;
import org.springframework.context.annotation.Profile;
import org.springframework.context.event.EventListener;
import org.springframework.core.io.ByteArrayResource;
import org.springframework.core.io.ClassPathResource;
import org.springframework.core.io.Resource;
import org.springframework.data.domain.Page;
import org.springframework.data.domain.PageRequest;
import org.springframework.data.domain.Pageable;
import org.springframework.samples.petclinic.vet.Vet;
import org.springframework.samples.petclinic.vet.VetRepository;
import org.springframework.stereotype.Component;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.ObjectMapper;
/**
* Loads the veterinarians data into a vector store for the purpose of RAG functionality.
*
* @author Oded Shopen
*/
@Component
@Profile("openai")
public class VectorStoreController {
private final Logger logger = LoggerFactory.getLogger(VectorStoreController.class);
private final VectorStore vectorStore;
private final VetRepository vetRepository;
public VectorStoreController(VectorStore vectorStore, VetRepository vetRepository) throws IOException {
this.vectorStore = vectorStore;
this.vetRepository = vetRepository;
}
@EventListener
public void loadVetDataToVectorStoreOnStartup(ApplicationStartedEvent event) throws IOException {
Resource resource = new ClassPathResource("vectorstore.json");
// Check if file exists
if (resource.exists()) {
// In order to save on AI credits, use a pre-embedded database that was saved
// to
// disk based on the current data in the h2 data.sql file
File file = resource.getFile();
((SimpleVectorStore) this.vectorStore).load(file);
logger.info("vector store loaded from existing vectorstore.json file in the classpath");
return;
}
// If vectorstore.json is deleted, the data will be loaded on startup every time.
// Warning - this can be costly in terms of credits used with the AI provider.
// Fetches all Vet entites and creates a document per vet
Pageable pageable = PageRequest.of(0, Integer.MAX_VALUE);
Page<Vet> vetsPage = vetRepository.findAll(pageable);
Resource vetsAsJson = convertListToJsonResource(vetsPage.getContent());
DocumentReader reader = new JsonReader(vetsAsJson);
List<Document> documents = reader.get();
// add the documents to the vector store
this.vectorStore.add(documents);
if (vectorStore instanceof SimpleVectorStore) {
var file = File.createTempFile("vectorstore", ".json");
((SimpleVectorStore) this.vectorStore).save(file);
logger.info("vector store contents written to {}", file.getAbsolutePath());
}
logger.info("vector store loaded with {} documents", documents.size());
}
public Resource convertListToJsonResource(List<Vet> vets) {
ObjectMapper objectMapper = new ObjectMapper();
try {
// Convert List<Vet> to JSON string
String json = objectMapper.writeValueAsString(vets);
// Convert JSON string to byte array
byte[] jsonBytes = json.getBytes();
// Create a ByteArrayResource from the byte array
return new ByteArrayResource(jsonBytes);
}
catch (JsonProcessingException e) {
e.printStackTrace();
return null;
}
}
}

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@ -32,6 +32,8 @@ import jakarta.persistence.MappedSuperclass;
@MappedSuperclass
public class BaseEntity implements Serializable {
private static final long serialVersionUID = -3856744164839586177L;
@Id
@GeneratedValue(strategy = GenerationType.IDENTITY)
private Integer id;

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@ -28,6 +28,8 @@ import jakarta.persistence.MappedSuperclass;
@MappedSuperclass
public class NamedEntity extends BaseEntity {
private static final long serialVersionUID = -1827620691768236760L;
@Column(name = "name")
private String name;

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@ -27,6 +27,8 @@ import jakarta.validation.constraints.NotBlank;
@MappedSuperclass
public class Person extends BaseEntity {
private static final long serialVersionUID = -5934070342233945557L;
@Column(name = "first_name")
@NotBlank
private String firstName;

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@ -46,6 +46,8 @@ import jakarta.validation.constraints.NotBlank;
@Table(name = "owners")
public class Owner extends Person {
private static final long serialVersionUID = 7676019169107660494L;
@Column(name = "address")
@NotBlank
private String address;

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@ -17,7 +17,7 @@ package org.springframework.samples.petclinic.owner;
import java.util.List;
import java.util.Map;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.domain.Page;
import org.springframework.data.domain.PageRequest;
import org.springframework.data.domain.Pageable;
@ -32,9 +32,9 @@ import org.springframework.web.bind.annotation.PathVariable;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestParam;
import org.springframework.web.servlet.ModelAndView;
import org.springframework.web.servlet.mvc.support.RedirectAttributes;
import jakarta.validation.Valid;
import org.springframework.web.servlet.mvc.support.RedirectAttributes;
/**
* @author Juergen Hoeller

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@ -44,6 +44,8 @@ import jakarta.persistence.Table;
@Table(name = "pets")
public class Pet extends NamedEntity {
private static final long serialVersionUID = 622048308893169889L;
@Column(name = "birth_date")
@DateTimeFormat(pattern = "yyyy-MM-dd")
private LocalDate birthDate;

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@ -27,4 +27,6 @@ import jakarta.persistence.Table;
@Table(name = "types")
public class PetType extends NamedEntity {
private static final long serialVersionUID = -7611995145056548231L;
}

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@ -35,6 +35,8 @@ import jakarta.validation.constraints.NotBlank;
@Table(name = "visits")
public class Visit extends BaseEntity {
private static final long serialVersionUID = -8061148591973721283L;
@Column(name = "visit_date")
@DateTimeFormat(pattern = "yyyy-MM-dd")
private LocalDate date;

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@ -29,4 +29,6 @@ import jakarta.persistence.Table;
@Table(name = "specialties")
public class Specialty extends NamedEntity {
private static final long serialVersionUID = 5551869401872945493L;
}

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@ -25,13 +25,16 @@ import org.springframework.beans.support.MutableSortDefinition;
import org.springframework.beans.support.PropertyComparator;
import org.springframework.samples.petclinic.model.Person;
import com.fasterxml.jackson.annotation.JsonIgnore;
import com.fasterxml.jackson.annotation.JsonProperty;
import com.fasterxml.jackson.databind.annotation.JsonSerialize;
import jakarta.persistence.Entity;
import jakarta.persistence.FetchType;
import jakarta.persistence.JoinColumn;
import jakarta.persistence.JoinTable;
import jakarta.persistence.ManyToMany;
import jakarta.persistence.Table;
import jakarta.xml.bind.annotation.XmlElement;
/**
* Simple JavaBean domain object representing a veterinarian.
@ -45,6 +48,8 @@ import jakarta.xml.bind.annotation.XmlElement;
@Table(name = "vets")
public class Vet extends Person {
private static final long serialVersionUID = 2216866745632621103L;
@ManyToMany(fetch = FetchType.EAGER)
@JoinTable(name = "vet_specialties", joinColumns = @JoinColumn(name = "vet_id"),
inverseJoinColumns = @JoinColumn(name = "specialty_id"))
@ -61,17 +66,20 @@ public class Vet extends Person {
this.specialties = specialties;
}
@XmlElement
@JsonProperty("specialties")
@JsonSerialize(as = ArrayList.class)
public List<Specialty> getSpecialties() {
List<Specialty> sortedSpecs = new ArrayList<>(getSpecialtiesInternal());
PropertyComparator.sort(sortedSpecs, new MutableSortDefinition("name", true, true));
return Collections.unmodifiableList(sortedSpecs);
}
@JsonIgnore
public int getNrOfSpecialties() {
return getSpecialtiesInternal().size();
}
@JsonIgnore
public void addSpecialty(Specialty specialty) {
getSpecialtiesInternal().add(specialty);
}

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@ -61,7 +61,7 @@ class VetController {
}
private Page<Vet> findPaginated(int page) {
int pageSize = 5;
int pageSize = 20;
Pageable pageable = PageRequest.of(page - 1, pageSize);
return vetRepository.findAll(pageable);
}

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@ -19,6 +19,7 @@ import org.springframework.cache.annotation.Cacheable;
import org.springframework.dao.DataAccessException;
import org.springframework.data.domain.Page;
import org.springframework.data.domain.Pageable;
import org.springframework.data.jpa.repository.Query;
import org.springframework.data.repository.Repository;
import org.springframework.transaction.annotation.Transactional;
@ -45,6 +46,13 @@ public interface VetRepository extends Repository<Vet, Integer> {
@Cacheable("vets")
Collection<Vet> findAll() throws DataAccessException;
/**
* Count the number of <code>Vet</code>s in the data store.
*/
@Transactional(readOnly = true)
@Query("SELECT COUNT(v) FROM Vet v")
Integer countVets() throws DataAccessException;
/**
* Retrieve all <code>Vet</code>s from data store in Pages
* @param pageable

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@ -1,15 +1,18 @@
spring.config.import=optional:classpath:/creds.yaml
#These apply when using spring-ai-azure-openai-spring-boot-starter
spring.ai.azure.openai.chat.options.functions=listOwners,listVets,addPetToOwner
spring.ai.azure.openai.chat.options.functions=listOwners,listVets,addPetToOwner,addOwnerToPetclinic
spring.ai.azure.openai.chat.options.temperature: 0.7
#These apply when using spring-ai-openai-spring-boot-starter
spring.ai.openai.chat.options.functions=listOwners,listVets,addPetToOwner
#spring.ai.openai.chat.options.functions=listOwners,listVets,addPetToOwner
#spring.ai.openai.chat.options.functions=addOwnerToPetclinic
spring.ai.openai.chat.options.temperature: 0.7
#Enable Spring AI by default
spring.ai.chat.client.enabled=true
logging.level.org.springframework.ai.chat.client.advisor=DEBUG

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@ -1,5 +1,6 @@
# database init, supports mysql too
database=h2
spring.sql.init.schema-locations=classpath*:db/${database}/schema.sql
spring.sql.init.data-locations=classpath*:db/${database}/data.sql

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@ -4,16 +4,523 @@ INSERT INTO vets VALUES (default, 'Linda', 'Douglas');
INSERT INTO vets VALUES (default, 'Rafael', 'Ortega');
INSERT INTO vets VALUES (default, 'Henry', 'Stevens');
INSERT INTO vets VALUES (default, 'Sharon', 'Jenkins');
INSERT INTO vets VALUES (default, 'Matthew', 'Alexander');
INSERT INTO vets VALUES (default, 'Alice', 'Anderson');
INSERT INTO vets VALUES (default, 'James', 'Rogers');
INSERT INTO vets VALUES (default, 'Lauren', 'Butler');
INSERT INTO vets VALUES (default, 'Cheryl', 'Rodriguez');
INSERT INTO vets VALUES (default, 'Laura', 'Martin');
INSERT INTO vets VALUES (default, 'Ashley', 'Henderson');
INSERT INTO vets VALUES (default, 'Walter', 'Moore');
INSERT INTO vets VALUES (default, 'Benjamin', 'Hill');
INSERT INTO vets VALUES (default, 'Matthew', 'Myers');
INSERT INTO vets VALUES (default, 'Jean', 'Henderson');
INSERT INTO vets VALUES (default, 'David', 'Phillips');
INSERT INTO vets VALUES (default, 'Jacqueline', 'Ross');
INSERT INTO vets VALUES (default, 'Jacqueline', 'Perry');
INSERT INTO vets VALUES (default, 'William', 'Walker');
INSERT INTO vets VALUES (default, 'Christine', 'Garcia');
INSERT INTO vets VALUES (default, 'Patricia', 'Myers');
INSERT INTO vets VALUES (default, 'Michael', 'Gonzalez');
INSERT INTO vets VALUES (default, 'Joseph', 'Ross');
INSERT INTO vets VALUES (default, 'Paul', 'Walker');
INSERT INTO vets VALUES (default, 'Tyler', 'Reed');
INSERT INTO vets VALUES (default, 'Doris', 'Allen');
INSERT INTO vets VALUES (default, 'Julia', 'Allen');
INSERT INTO vets VALUES (default, 'Walter', 'Cox');
INSERT INTO vets VALUES (default, 'Samantha', 'Walker');
INSERT INTO vets VALUES (default, 'Marie', 'Rodriguez');
INSERT INTO vets VALUES (default, 'Andrew', 'Taylor');
INSERT INTO vets VALUES (default, 'Dorothy', 'Turner');
INSERT INTO vets VALUES (default, 'Aaron', 'Bryant');
INSERT INTO vets VALUES (default, 'Rose', 'Sanders');
INSERT INTO vets VALUES (default, 'Patrick', 'Bell');
INSERT INTO vets VALUES (default, 'Melissa', 'Hall');
INSERT INTO vets VALUES (default, 'Joshua', 'Stewart');
INSERT INTO vets VALUES (default, 'Teresa', 'Walker');
INSERT INTO vets VALUES (default, 'Doris', 'Taylor');
INSERT INTO vets VALUES (default, 'Thomas', 'Perez');
INSERT INTO vets VALUES (default, 'Evelyn', 'Ward');
INSERT INTO vets VALUES (default, 'Lauren', 'Smith');
INSERT INTO vets VALUES (default, 'Ashley', 'Morgan');
INSERT INTO vets VALUES (default, 'Helen', 'Wood');
INSERT INTO vets VALUES (default, 'Deborah', 'Russell');
INSERT INTO vets VALUES (default, 'Alice', 'Bennett');
INSERT INTO vets VALUES (default, 'Timothy', 'Jackson');
INSERT INTO vets VALUES (default, 'Marie', 'Williams');
INSERT INTO vets VALUES (default, 'Aaron', 'Richardson');
INSERT INTO vets VALUES (default, 'Donna', 'Davis');
INSERT INTO vets VALUES (default, 'Daniel', 'Richardson');
INSERT INTO vets VALUES (default, 'Julia', 'Butler');
INSERT INTO vets VALUES (default, 'Doris', 'Russell');
INSERT INTO vets VALUES (default, 'Paul', 'Baker');
INSERT INTO vets VALUES (default, 'Mary', 'Jones');
INSERT INTO vets VALUES (default, 'Alice', 'Peterson');
INSERT INTO vets VALUES (default, 'Eric', 'Robinson');
INSERT INTO vets VALUES (default, 'Henry', 'Smith');
INSERT INTO vets VALUES (default, 'Scott', 'Ford');
INSERT INTO vets VALUES (default, 'Jeffrey', 'King');
INSERT INTO vets VALUES (default, 'Laura', 'Baker');
INSERT INTO vets VALUES (default, 'Alice', 'Ross');
INSERT INTO vets VALUES (default, 'Patrick', 'Howard');
INSERT INTO vets VALUES (default, 'Hannah', 'Price');
INSERT INTO vets VALUES (default, 'Dennis', 'Price');
INSERT INTO vets VALUES (default, 'Joshua', 'Jackson');
INSERT INTO vets VALUES (default, 'Kenneth', 'White');
INSERT INTO vets VALUES (default, 'Mildred', 'Jones');
INSERT INTO vets VALUES (default, 'Evelyn', 'Stewart');
INSERT INTO vets VALUES (default, 'Jacob', 'Stewart');
INSERT INTO vets VALUES (default, 'Douglas', 'Bryant');
INSERT INTO vets VALUES (default, 'Walter', 'Bailey');
INSERT INTO vets VALUES (default, 'Linda', 'Bennett');
INSERT INTO vets VALUES (default, 'Alice', 'Thomas');
INSERT INTO vets VALUES (default, 'Rose', 'Allen');
INSERT INTO vets VALUES (default, 'Daniel', 'White');
INSERT INTO vets VALUES (default, 'Rebecca', 'Rogers');
INSERT INTO vets VALUES (default, 'Melissa', 'Garcia');
INSERT INTO vets VALUES (default, 'Jennifer', 'Phillips');
INSERT INTO vets VALUES (default, 'Tyler', 'Bailey');
INSERT INTO vets VALUES (default, 'Doris', 'Thomas');
INSERT INTO vets VALUES (default, 'Alice', 'Gonzalez');
INSERT INTO vets VALUES (default, 'Sandra', 'Scott');
INSERT INTO vets VALUES (default, 'Helen', 'Ford');
INSERT INTO vets VALUES (default, 'Helen', 'Jackson');
INSERT INTO vets VALUES (default, 'Richard', 'Miller');
INSERT INTO vets VALUES (default, 'Jacob', 'Brooks');
INSERT INTO vets VALUES (default, 'Richard', 'Hill');
INSERT INTO vets VALUES (default, 'Eric', 'Bailey');
INSERT INTO vets VALUES (default, 'Jason', 'Morgan');
INSERT INTO vets VALUES (default, 'Laura', 'Young');
INSERT INTO vets VALUES (default, 'Susan', 'Cooper');
INSERT INTO vets VALUES (default, 'Gary', 'Torres');
INSERT INTO vets VALUES (default, 'Julia', 'James');
INSERT INTO vets VALUES (default, 'Stephanie', 'Young');
INSERT INTO vets VALUES (default, 'Patrick', 'Hayes');
INSERT INTO vets VALUES (default, 'Megan', 'Roberts');
INSERT INTO vets VALUES (default, 'Stephen', 'Rivera');
INSERT INTO vets VALUES (default, 'David', 'Thompson');
INSERT INTO vets VALUES (default, 'Lauren', 'Adams');
INSERT INTO vets VALUES (default, 'Samuel', 'Wilson');
INSERT INTO vets VALUES (default, 'Rose', 'Edwards');
INSERT INTO vets VALUES (default, 'Janet', 'Jones');
INSERT INTO vets VALUES (default, 'Cheryl', 'Smith');
INSERT INTO vets VALUES (default, 'Alice', 'Roberts');
INSERT INTO vets VALUES (default, 'Nicholas', 'Walker');
INSERT INTO vets VALUES (default, 'Nicholas', 'Rodriguez');
INSERT INTO vets VALUES (default, 'Carol', 'Ford');
INSERT INTO vets VALUES (default, 'Thomas', 'Hughes');
INSERT INTO vets VALUES (default, 'Dennis', 'Brooks');
INSERT INTO vets VALUES (default, 'Doris', 'Phillips');
INSERT INTO vets VALUES (default, 'Timothy', 'Ford');
INSERT INTO vets VALUES (default, 'Susan', 'Howard');
INSERT INTO vets VALUES (default, 'Janet', 'Stewart');
INSERT INTO vets VALUES (default, 'Helen', 'Martin');
INSERT INTO vets VALUES (default, 'Rose', 'Jenkins');
INSERT INTO vets VALUES (default, 'Rebecca', 'Parker');
INSERT INTO vets VALUES (default, 'Ryan', 'Barnes');
INSERT INTO vets VALUES (default, 'Ruth', 'Nguyen');
INSERT INTO vets VALUES (default, 'Samantha', 'Rivera');
INSERT INTO vets VALUES (default, 'Alice', 'Roberts');
INSERT INTO vets VALUES (default, 'Keith', 'Howard');
INSERT INTO vets VALUES (default, 'Charles', 'Simmons');
INSERT INTO vets VALUES (default, 'Ryan', 'Kelly');
INSERT INTO vets VALUES (default, 'Martha', 'Campbell');
INSERT INTO vets VALUES (default, 'Mary', 'Thompson');
INSERT INTO vets VALUES (default, 'Eric', 'Wilson');
INSERT INTO vets VALUES (default, 'Charles', 'Russell');
INSERT INTO vets VALUES (default, 'David', 'Rodriguez');
INSERT INTO vets VALUES (default, 'Alice', 'Watson');
INSERT INTO vets VALUES (default, 'Margaret', 'Wright');
INSERT INTO vets VALUES (default, 'Dennis', 'Robinson');
INSERT INTO vets VALUES (default, 'Margaret', 'Turner');
INSERT INTO vets VALUES (default, 'Cheryl', 'Garcia');
INSERT INTO vets VALUES (default, 'Scott', 'Alexander');
INSERT INTO vets VALUES (default, 'Aaron', 'Price');
INSERT INTO vets VALUES (default, 'Patrick', 'Anderson');
INSERT INTO vets VALUES (default, 'Justin', 'Bell');
INSERT INTO vets VALUES (default, 'Melissa', 'Ward');
INSERT INTO vets VALUES (default, 'Paul', 'Perry');
INSERT INTO vets VALUES (default, 'David', 'Clark');
INSERT INTO vets VALUES (default, 'Marie', 'Robinson');
INSERT INTO vets VALUES (default, 'Sandra', 'Cooper');
INSERT INTO vets VALUES (default, 'Lauren', 'Price');
INSERT INTO vets VALUES (default, 'Ashley', 'Martin');
INSERT INTO vets VALUES (default, 'Ruth', 'Jenkins');
INSERT INTO vets VALUES (default, 'Daniel', 'Morris');
INSERT INTO vets VALUES (default, 'Lauren', 'Nguyen');
INSERT INTO vets VALUES (default, 'Charles', 'Torres');
INSERT INTO vets VALUES (default, 'Justin', 'Griffin');
INSERT INTO vets VALUES (default, 'Douglas', 'Jackson');
INSERT INTO vets VALUES (default, 'Gloria', 'Henderson');
INSERT INTO vets VALUES (default, 'Martha', 'Parker');
INSERT INTO vets VALUES (default, 'Jean', 'Martin');
INSERT INTO vets VALUES (default, 'Eric', 'Griffin');
INSERT INTO vets VALUES (default, 'Lauren', 'Wood');
INSERT INTO vets VALUES (default, 'Gary', 'Coleman');
INSERT INTO vets VALUES (default, 'Larry', 'Robinson');
INSERT INTO vets VALUES (default, 'William', 'Cook');
INSERT INTO vets VALUES (default, 'Jacob', 'Jackson');
INSERT INTO vets VALUES (default, 'George', 'Kelly');
INSERT INTO vets VALUES (default, 'Lauren', 'Perez');
INSERT INTO vets VALUES (default, 'Margaret', 'Hall');
INSERT INTO vets VALUES (default, 'Doris', 'Ross');
INSERT INTO vets VALUES (default, 'Adam', 'Miller');
INSERT INTO vets VALUES (default, 'Lauren', 'Richardson');
INSERT INTO vets VALUES (default, 'John', 'Thomas');
INSERT INTO vets VALUES (default, 'Robert', 'Ross');
INSERT INTO vets VALUES (default, 'William', 'Martin');
INSERT INTO vets VALUES (default, 'Maria', 'Sanchez');
INSERT INTO vets VALUES (default, 'Teresa', 'Morgan');
INSERT INTO vets VALUES (default, 'Janet', 'Perry');
INSERT INTO vets VALUES (default, 'Ruby', 'Rogers');
INSERT INTO vets VALUES (default, 'Rose', 'Patterson');
INSERT INTO vets VALUES (default, 'Alexander', 'Ramirez');
INSERT INTO vets VALUES (default, 'Ruth', 'Ross');
INSERT INTO vets VALUES (default, 'Doris', 'Campbell');
INSERT INTO vets VALUES (default, 'Patrick', 'Alexander');
INSERT INTO vets VALUES (default, 'Eric', 'Cox');
INSERT INTO vets VALUES (default, 'Rebecca', 'Myers');
INSERT INTO vets VALUES (default, 'Mildred', 'Long');
INSERT INTO vets VALUES (default, 'Rebecca', 'Ramirez');
INSERT INTO vets VALUES (default, 'Jeffrey', 'Butler');
INSERT INTO vets VALUES (default, 'James', 'Walker');
INSERT INTO vets VALUES (default, 'Melissa', 'Rodriguez');
INSERT INTO vets VALUES (default, 'David', 'Williams');
INSERT INTO vets VALUES (default, 'Megan', 'Henderson');
INSERT INTO vets VALUES (default, 'Patricia', 'Phillips');
INSERT INTO vets VALUES (default, 'Eric', 'Jackson');
INSERT INTO vets VALUES (default, 'Carol', 'Wood');
INSERT INTO vets VALUES (default, 'Andrew', 'Wright');
INSERT INTO vets VALUES (default, 'Anthony', 'Gonzalez');
INSERT INTO vets VALUES (default, 'Shirley', 'Martinez');
INSERT INTO vets VALUES (default, 'Janet', 'Foster');
INSERT INTO vets VALUES (default, 'Justin', 'Watson');
INSERT INTO vets VALUES (default, 'Janet', 'Thomas');
INSERT INTO vets VALUES (default, 'Melissa', 'Taylor');
INSERT INTO vets VALUES (default, 'Angela', 'Cook');
INSERT INTO vets VALUES (default, 'Jeffrey', 'Perez');
INSERT INTO vets VALUES (default, 'Matthew', 'Thomas');
INSERT INTO vets VALUES (default, 'Joshua', 'Adams');
INSERT INTO vets VALUES (default, 'Walter', 'Wright');
INSERT INTO vets VALUES (default, 'Henry', 'Diaz');
INSERT INTO vets VALUES (default, 'Melissa', 'Simmons');
INSERT INTO vets VALUES (default, 'Mary', 'Perez');
INSERT INTO vets VALUES (default, 'Carol', 'Collins');
INSERT INTO vets VALUES (default, 'Alice', 'Henderson');
INSERT INTO vets VALUES (default, 'Marie', 'Allen');
INSERT INTO vets VALUES (default, 'Linda', 'Robinson');
INSERT INTO vets VALUES (default, 'Samantha', 'Simmons');
INSERT INTO vets VALUES (default, 'Jennifer', 'Peterson');
INSERT INTO vets VALUES (default, 'Henry', 'Wright');
INSERT INTO vets VALUES (default, 'Angela', 'Russell');
INSERT INTO vets VALUES (default, 'Jean', 'Wilson');
INSERT INTO vets VALUES (default, 'George', 'Clark');
INSERT INTO vets VALUES (default, 'Lauren', 'Johnson');
INSERT INTO vets VALUES (default, 'Alice', 'James');
INSERT INTO vets VALUES (default, 'Dorothy', 'Lewis');
INSERT INTO vets VALUES (default, 'Carolyn', 'Hayes');
INSERT INTO vets VALUES (default, 'Lauren', 'Coleman');
INSERT INTO vets VALUES (default, 'Evelyn', 'Ramirez');
INSERT INTO vets VALUES (default, 'Alexander', 'Stewart');
INSERT INTO vets VALUES (default, 'John', 'Peterson');
INSERT INTO vets VALUES (default, 'Patrick', 'Edwards');
INSERT INTO vets VALUES (default, 'Evelyn', 'Collins');
INSERT INTO vets VALUES (default, 'Anthony', 'Perez');
INSERT INTO vets VALUES (default, 'Andrew', 'Lewis');
INSERT INTO vets VALUES (default, 'Richard', 'James');
INSERT INTO vets VALUES (default, 'William', 'Garcia');
INSERT INTO vets VALUES (default, 'Helen', 'Patterson');
INSERT INTO vets VALUES (default, 'Walter', 'Lewis');
INSERT INTO vets VALUES (default, 'Doris', 'Hill');
INSERT INTO vets VALUES (default, 'Scott', 'Phillips');
INSERT INTO vets VALUES (default, 'Elizabeth', 'Wood');
INSERT INTO vets VALUES (default, 'Paul', 'Hayes');
INSERT INTO vets VALUES (default, 'Mark', 'Howard');
INSERT INTO vets VALUES (default, 'Barbara', 'Coleman');
INSERT INTO vets VALUES (default, 'Andrew', 'Wood');
INSERT INTO vets VALUES (default, 'Ruth', 'Moore');
INSERT INTO vets VALUES (default, 'Sandra', 'Brooks');
INSERT INTO vets VALUES (default, 'Eric', 'Garcia');
INSERT INTO vets VALUES (default, 'Deborah', 'Ward');
INSERT INTO vets VALUES (default, 'James', 'Davis');
INSERT INTO vets VALUES (default, 'Samantha', 'Adams');
INSERT INTO vets VALUES (default, 'Nicholas', 'Johnson');
INSERT INTO vets VALUES (default, 'Joshua', 'Murphy');
INSERT INTO vets VALUES (default, 'Rebecca', 'Flores');
INSERT INTO vets VALUES (default, 'Emma', 'Bell');
INSERT INTO vets VALUES (default, 'Jerry', 'Nelson');
INSERT INTO vets VALUES (default, 'Ruth', 'Cox');
INSERT INTO vets VALUES (default, 'Gloria', 'Powell');
INSERT INTO vets VALUES (default, 'Shirley', 'Clark');
INSERT INTO vets VALUES (default, 'Larry', 'Bryant');
INSERT INTO vets VALUES (default, 'George', 'Brown');
INSERT INTO specialties VALUES (default, 'radiology');
INSERT INTO specialties VALUES (default, 'surgery');
INSERT INTO specialties VALUES (default, 'dentistry');
INSERT INTO vet_specialties VALUES (2, 1);
INSERT INTO vet_specialties VALUES (3, 2);
INSERT INTO vet_specialties VALUES (3, 3);
INSERT INTO vet_specialties VALUES (4, 2);
INSERT INTO vet_specialties VALUES (5, 1);
-- First, let's make sure we have 5 specialties
INSERT INTO specialties (name) VALUES ('radiology');
INSERT INTO specialties (name) VALUES ('surgery');
INSERT INTO specialties (name) VALUES ('dentistry');
INSERT INTO specialties (name) VALUES ('cardiology');
INSERT INTO specialties (name) VALUES ('anesthesia');
INSERT INTO vet_specialties VALUES ('220', '2');
INSERT INTO vet_specialties VALUES ('131', '1');
INSERT INTO vet_specialties VALUES ('58', '3');
INSERT INTO vet_specialties VALUES ('43', '4');
INSERT INTO vet_specialties VALUES ('110', '3');
INSERT INTO vet_specialties VALUES ('63', '5');
INSERT INTO vet_specialties VALUES ('206', '4');
INSERT INTO vet_specialties VALUES ('29', '3');
INSERT INTO vet_specialties VALUES ('189', '3');
INSERT INTO vet_specialties VALUES ('202', '4');
INSERT INTO vet_specialties VALUES ('75', '4');
INSERT INTO vet_specialties VALUES ('156', '3');
INSERT INTO vet_specialties VALUES ('218', '5');
INSERT INTO vet_specialties VALUES ('152', '4');
INSERT INTO vet_specialties VALUES ('173', '2');
INSERT INTO vet_specialties VALUES ('251', '2');
INSERT INTO vet_specialties VALUES ('99', '3');
INSERT INTO vet_specialties VALUES ('157', '2');
INSERT INTO vet_specialties VALUES ('250', '3');
INSERT INTO vet_specialties VALUES ('37', '1');
INSERT INTO vet_specialties VALUES ('197', '3');
INSERT INTO vet_specialties VALUES ('121', '3');
INSERT INTO vet_specialties VALUES ('176', '1');
INSERT INTO vet_specialties VALUES ('72', '3');
INSERT INTO vet_specialties VALUES ('160', '1');
INSERT INTO vet_specialties VALUES ('56', '5');
INSERT INTO vet_specialties VALUES ('248', '4');
INSERT INTO vet_specialties VALUES ('49', '5');
INSERT INTO vet_specialties VALUES ('61', '5');
INSERT INTO vet_specialties VALUES ('29', '4');
INSERT INTO vet_specialties VALUES ('238', '2');
INSERT INTO vet_specialties VALUES ('176', '4');
INSERT INTO vet_specialties VALUES ('46', '4');
INSERT INTO vet_specialties VALUES ('189', '5');
INSERT INTO vet_specialties VALUES ('56', '2');
INSERT INTO vet_specialties VALUES ('200', '5');
INSERT INTO vet_specialties VALUES ('70', '3');
INSERT INTO vet_specialties VALUES ('213', '5');
INSERT INTO vet_specialties VALUES ('106', '2');
INSERT INTO vet_specialties VALUES ('219', '2');
INSERT INTO vet_specialties VALUES ('81', '3');
INSERT INTO vet_specialties VALUES ('126', '5');
INSERT INTO vet_specialties VALUES ('255', '2');
INSERT INTO vet_specialties VALUES ('175', '4');
INSERT INTO vet_specialties VALUES ('71', '2');
INSERT INTO vet_specialties VALUES ('206', '1');
INSERT INTO vet_specialties VALUES ('85', '2');
INSERT INTO vet_specialties VALUES ('177', '1');
INSERT INTO vet_specialties VALUES ('118', '2');
INSERT INTO vet_specialties VALUES ('256', '4');
INSERT INTO vet_specialties VALUES ('136', '3');
INSERT INTO vet_specialties VALUES ('44', '5');
INSERT INTO vet_specialties VALUES ('236', '4');
INSERT INTO vet_specialties VALUES ('2', '5');
INSERT INTO vet_specialties VALUES ('88', '1');
INSERT INTO vet_specialties VALUES ('86', '1');
INSERT INTO vet_specialties VALUES ('155', '2');
INSERT INTO vet_specialties VALUES ('122', '5');
INSERT INTO vet_specialties VALUES ('61', '3');
INSERT INTO vet_specialties VALUES ('24', '5');
INSERT INTO vet_specialties VALUES ('14', '4');
INSERT INTO vet_specialties VALUES ('159', '2');
INSERT INTO vet_specialties VALUES ('67', '4');
INSERT INTO vet_specialties VALUES ('182', '2');
INSERT INTO vet_specialties VALUES ('10', '1');
INSERT INTO vet_specialties VALUES ('174', '4');
INSERT INTO vet_specialties VALUES ('166', '5');
INSERT INTO vet_specialties VALUES ('91', '3');
INSERT INTO vet_specialties VALUES ('244', '5');
INSERT INTO vet_specialties VALUES ('135', '2');
INSERT INTO vet_specialties VALUES ('222', '1');
INSERT INTO vet_specialties VALUES ('151', '3');
INSERT INTO vet_specialties VALUES ('79', '4');
INSERT INTO vet_specialties VALUES ('182', '3');
INSERT INTO vet_specialties VALUES ('249', '1');
INSERT INTO vet_specialties VALUES ('133', '1');
INSERT INTO vet_specialties VALUES ('127', '4');
INSERT INTO vet_specialties VALUES ('123', '5');
INSERT INTO vet_specialties VALUES ('248', '5');
INSERT INTO vet_specialties VALUES ('99', '1');
INSERT INTO vet_specialties VALUES ('252', '5');
INSERT INTO vet_specialties VALUES ('221', '1');
INSERT INTO vet_specialties VALUES ('123', '2');
INSERT INTO vet_specialties VALUES ('16', '3');
INSERT INTO vet_specialties VALUES ('180', '2');
INSERT INTO vet_specialties VALUES ('198', '3');
INSERT INTO vet_specialties VALUES ('214', '3');
INSERT INTO vet_specialties VALUES ('144', '2');
INSERT INTO vet_specialties VALUES ('140', '4');
INSERT INTO vet_specialties VALUES ('233', '2');
INSERT INTO vet_specialties VALUES ('87', '5');
INSERT INTO vet_specialties VALUES ('12', '4');
INSERT INTO vet_specialties VALUES ('2', '3');
INSERT INTO vet_specialties VALUES ('156', '4');
INSERT INTO vet_specialties VALUES ('105', '4');
INSERT INTO vet_specialties VALUES ('144', '3');
INSERT INTO vet_specialties VALUES ('31', '2');
INSERT INTO vet_specialties VALUES ('228', '5');
INSERT INTO vet_specialties VALUES ('232', '3');
INSERT INTO vet_specialties VALUES ('33', '1');
INSERT INTO vet_specialties VALUES ('195', '2');
INSERT INTO vet_specialties VALUES ('12', '1');
INSERT INTO vet_specialties VALUES ('180', '1');
INSERT INTO vet_specialties VALUES ('122', '2');
INSERT INTO vet_specialties VALUES ('101', '1');
INSERT INTO vet_specialties VALUES ('211', '2');
INSERT INTO vet_specialties VALUES ('175', '2');
INSERT INTO vet_specialties VALUES ('246', '1');
INSERT INTO vet_specialties VALUES ('251', '4');
INSERT INTO vet_specialties VALUES ('13', '4');
INSERT INTO vet_specialties VALUES ('217', '2');
INSERT INTO vet_specialties VALUES ('171', '3');
INSERT INTO vet_specialties VALUES ('125', '5');
INSERT INTO vet_specialties VALUES ('129', '3');
INSERT INTO vet_specialties VALUES ('217', '3');
INSERT INTO vet_specialties VALUES ('68', '4');
INSERT INTO vet_specialties VALUES ('13', '2');
INSERT INTO vet_specialties VALUES ('214', '2');
INSERT INTO vet_specialties VALUES ('128', '1');
INSERT INTO vet_specialties VALUES ('253', '2');
INSERT INTO vet_specialties VALUES ('36', '1');
INSERT INTO vet_specialties VALUES ('210', '2');
INSERT INTO vet_specialties VALUES ('81', '5');
INSERT INTO vet_specialties VALUES ('237', '5');
INSERT INTO vet_specialties VALUES ('78', '3');
INSERT INTO vet_specialties VALUES ('244', '1');
INSERT INTO vet_specialties VALUES ('37', '4');
INSERT INTO vet_specialties VALUES ('230', '2');
INSERT INTO vet_specialties VALUES ('9', '3');
INSERT INTO vet_specialties VALUES ('249', '5');
INSERT INTO vet_specialties VALUES ('210', '5');
INSERT INTO vet_specialties VALUES ('33', '5');
INSERT INTO vet_specialties VALUES ('177', '2');
INSERT INTO vet_specialties VALUES ('92', '3');
INSERT INTO vet_specialties VALUES ('18', '5');
INSERT INTO vet_specialties VALUES ('82', '4');
INSERT INTO vet_specialties VALUES ('185', '1');
INSERT INTO vet_specialties VALUES ('70', '1');
INSERT INTO vet_specialties VALUES ('146', '2');
INSERT INTO vet_specialties VALUES ('60', '2');
INSERT INTO vet_specialties VALUES ('157', '4');
INSERT INTO vet_specialties VALUES ('43', '1');
INSERT INTO vet_specialties VALUES ('124', '4');
INSERT INTO vet_specialties VALUES ('185', '2');
INSERT INTO vet_specialties VALUES ('92', '2');
INSERT INTO vet_specialties VALUES ('152', '5');
INSERT INTO vet_specialties VALUES ('161', '3');
INSERT INTO vet_specialties VALUES ('178', '3');
INSERT INTO vet_specialties VALUES ('53', '2');
INSERT INTO vet_specialties VALUES ('93', '5');
INSERT INTO vet_specialties VALUES ('168', '2');
INSERT INTO vet_specialties VALUES ('19', '4');
INSERT INTO vet_specialties VALUES ('158', '2');
INSERT INTO vet_specialties VALUES ('240', '4');
INSERT INTO vet_specialties VALUES ('246', '5');
INSERT INTO vet_specialties VALUES ('166', '4');
INSERT INTO vet_specialties VALUES ('134', '5');
INSERT INTO vet_specialties VALUES ('151', '4');
INSERT INTO vet_specialties VALUES ('113', '1');
INSERT INTO vet_specialties VALUES ('114', '4');
INSERT INTO vet_specialties VALUES ('107', '3');
INSERT INTO vet_specialties VALUES ('200', '2');
INSERT INTO vet_specialties VALUES ('17', '4');
INSERT INTO vet_specialties VALUES ('140', '5');
INSERT INTO vet_specialties VALUES ('196', '2');
INSERT INTO vet_specialties VALUES ('108', '1');
INSERT INTO vet_specialties VALUES ('102', '3');
INSERT INTO vet_specialties VALUES ('83', '4');
INSERT INTO vet_specialties VALUES ('79', '1');
INSERT INTO vet_specialties VALUES ('91', '4');
INSERT INTO vet_specialties VALUES ('30', '4');
INSERT INTO vet_specialties VALUES ('165', '3');
INSERT INTO vet_specialties VALUES ('34', '1');
INSERT INTO vet_specialties VALUES ('204', '4');
INSERT INTO vet_specialties VALUES ('30', '5');
INSERT INTO vet_specialties VALUES ('84', '5');
INSERT INTO vet_specialties VALUES ('187', '5');
INSERT INTO vet_specialties VALUES ('127', '1');
INSERT INTO vet_specialties VALUES ('229', '5');
INSERT INTO vet_specialties VALUES ('71', '1');
INSERT INTO vet_specialties VALUES ('253', '3');
INSERT INTO vet_specialties VALUES ('102', '1');
INSERT INTO vet_specialties VALUES ('195', '1');
INSERT INTO vet_specialties VALUES ('149', '3');
INSERT INTO vet_specialties VALUES ('238', '5');
INSERT INTO vet_specialties VALUES ('113', '3');
INSERT INTO vet_specialties VALUES ('105', '1');
INSERT INTO vet_specialties VALUES ('111', '2');
INSERT INTO vet_specialties VALUES ('20', '1');
INSERT INTO vet_specialties VALUES ('52', '4');
INSERT INTO vet_specialties VALUES ('226', '5');
INSERT INTO vet_specialties VALUES ('216', '1');
INSERT INTO vet_specialties VALUES ('136', '5');
INSERT INTO vet_specialties VALUES ('250', '2');
INSERT INTO vet_specialties VALUES ('229', '2');
INSERT INTO vet_specialties VALUES ('198', '4');
INSERT INTO vet_specialties VALUES ('73', '1');
INSERT INTO vet_specialties VALUES ('128', '4');
INSERT INTO vet_specialties VALUES ('161', '4');
INSERT INTO vet_specialties VALUES ('111', '1');
INSERT INTO vet_specialties VALUES ('146', '1');
INSERT INTO vet_specialties VALUES ('60', '5');
INSERT INTO vet_specialties VALUES ('235', '5');
INSERT INTO vet_specialties VALUES ('174', '2');
INSERT INTO vet_specialties VALUES ('225', '5');
INSERT INTO vet_specialties VALUES ('224', '1');
INSERT INTO vet_specialties VALUES ('256', '1');
INSERT INTO vet_specialties VALUES ('132', '3');
INSERT INTO vet_specialties VALUES ('211', '4');
INSERT INTO vet_specialties VALUES ('104', '4');
INSERT INTO vet_specialties VALUES ('112', '3');
INSERT INTO vet_specialties VALUES ('213', '1');
INSERT INTO vet_specialties VALUES ('108', '5');
INSERT INTO vet_specialties VALUES ('143', '2');
INSERT INTO vet_specialties VALUES ('141', '5');
INSERT INTO vet_specialties VALUES ('159', '1');
INSERT INTO vet_specialties VALUES ('228', '3');
INSERT INTO vet_specialties VALUES ('75', '5');
INSERT INTO vet_specialties VALUES ('36', '5');
INSERT INTO vet_specialties VALUES ('237', '1');
INSERT INTO vet_specialties VALUES ('83', '5');
INSERT INTO vet_specialties VALUES ('124', '1');
INSERT INTO vet_specialties VALUES ('133', '2');
INSERT INTO vet_specialties VALUES ('121', '5');
INSERT INTO vet_specialties VALUES ('240', '5');
INSERT INTO vet_specialties VALUES ('142', '3');
INSERT INTO vet_specialties VALUES ('193', '3');
INSERT INTO vet_specialties VALUES ('252', '3');
INSERT INTO vet_specialties VALUES ('118', '4');
INSERT INTO vet_specialties VALUES ('26', '3');
INSERT INTO vet_specialties VALUES ('197', '2');
INSERT INTO vet_specialties VALUES ('17', '2');
INSERT INTO vet_specialties VALUES ('78', '2');
INSERT INTO vet_specialties VALUES ('26', '5');
INSERT INTO vet_specialties VALUES ('196', '1');
INSERT INTO vet_specialties VALUES ('141', '2');
INSERT INTO vet_specialties VALUES ('224', '2');
INSERT INTO vet_specialties VALUES ('223', '5');
INSERT INTO vet_specialties VALUES ('170', '3');
INSERT INTO vet_specialties VALUES ('9', '2');
INSERT INTO vet_specialties VALUES ('94', '1');
INSERT INTO vet_specialties VALUES ('230', '3');
INSERT INTO vet_specialties VALUES ('131', '5');
INSERT INTO vet_specialties VALUES ('117', '3');
INSERT INTO vet_specialties VALUES ('223', '4');
INSERT INTO vet_specialties VALUES ('236', '2');
INSERT INTO vet_specialties VALUES ('97', '2');
INSERT INTO vet_specialties VALUES ('143', '1');
INSERT INTO vet_specialties VALUES ('173', '1');
INSERT INTO vet_specialties VALUES ('132', '5');
INSERT INTO vet_specialties VALUES ('138', '1');
INSERT INTO vet_specialties VALUES ('80', '5');
INSERT INTO vet_specialties VALUES ('6', '5');
INSERT INTO vet_specialties VALUES ('216', '3');
INSERT INTO vet_specialties VALUES ('135', '5');
INSERT INTO vet_specialties VALUES ('160', '3');
INSERT INTO vet_specialties VALUES ('97', '4');
INSERT INTO types VALUES (default, 'cat');
INSERT INTO types VALUES (default, 'dog');
@ -51,3 +558,5 @@ INSERT INTO visits VALUES (default, 7, '2013-01-01', 'rabies shot');
INSERT INTO visits VALUES (default, 8, '2013-01-02', 'rabies shot');
INSERT INTO visits VALUES (default, 8, '2013-01-03', 'neutered');
INSERT INTO visits VALUES (default, 7, '2013-01-04', 'spayed');

View file

@ -0,0 +1,262 @@
-- Create a list of first names and last names
WITH first_names AS (
SELECT 'James' AS name UNION ALL
SELECT 'Mary' UNION ALL
SELECT 'John' UNION ALL
SELECT 'Patricia' UNION ALL
SELECT 'Robert' UNION ALL
SELECT 'Linda' UNION ALL
SELECT 'Michael' UNION ALL
SELECT 'Barbara' UNION ALL
SELECT 'William' UNION ALL
SELECT 'Elizabeth' UNION ALL
SELECT 'David' UNION ALL
SELECT 'Jennifer' UNION ALL
SELECT 'Richard' UNION ALL
SELECT 'Maria' UNION ALL
SELECT 'Charles' UNION ALL
SELECT 'Susan' UNION ALL
SELECT 'Joseph' UNION ALL
SELECT 'Margaret' UNION ALL
SELECT 'Thomas' UNION ALL
SELECT 'Dorothy' UNION ALL
SELECT 'Daniel' UNION ALL
SELECT 'Helen' UNION ALL
SELECT 'Matthew' UNION ALL
SELECT 'Sandra' UNION ALL
SELECT 'Anthony' UNION ALL
SELECT 'Ashley' UNION ALL
SELECT 'Mark' UNION ALL
SELECT 'Donna' UNION ALL
SELECT 'Paul' UNION ALL
SELECT 'Carol' UNION ALL
SELECT 'Andrew' UNION ALL
SELECT 'Ruth' UNION ALL
SELECT 'Joshua' UNION ALL
SELECT 'Shirley' UNION ALL
SELECT 'Kenneth' UNION ALL
SELECT 'Angela' UNION ALL
SELECT 'Kevin' UNION ALL
SELECT 'Melissa' UNION ALL
SELECT 'Brian' UNION ALL
SELECT 'Deborah' UNION ALL
SELECT 'George' UNION ALL
SELECT 'Stephanie' UNION ALL
SELECT 'Edward' UNION ALL
SELECT 'Rebecca' UNION ALL
SELECT 'Ronald' UNION ALL
SELECT 'Laura' UNION ALL
SELECT 'Timothy' UNION ALL
SELECT 'Helen' UNION ALL
SELECT 'Jason' UNION ALL
SELECT 'Alice' UNION ALL
SELECT 'Jeffrey' UNION ALL
SELECT 'Judith' UNION ALL
SELECT 'Ryan' UNION ALL
SELECT 'Jacqueline' UNION ALL
SELECT 'Jacob' UNION ALL
SELECT 'Frances' UNION ALL
SELECT 'Gary' UNION ALL
SELECT 'Martha' UNION ALL
SELECT 'Nicholas' UNION ALL
SELECT 'Teresa' UNION ALL
SELECT 'Eric' UNION ALL
SELECT 'Doris' UNION ALL
SELECT 'Stephen' UNION ALL
SELECT 'Gloria' UNION ALL
SELECT 'Larry' UNION ALL
SELECT 'Evelyn' UNION ALL
SELECT 'Justin' UNION ALL
SELECT 'Jean' UNION ALL
SELECT 'Scott' UNION ALL
SELECT 'Cheryl' UNION ALL
SELECT 'Brandon' UNION ALL
SELECT 'Mildred' UNION ALL
SELECT 'Benjamin' UNION ALL
SELECT 'Katherine' UNION ALL
SELECT 'Adam' UNION ALL
SELECT 'Samantha' UNION ALL
SELECT 'Samuel' UNION ALL
SELECT 'Janet' UNION ALL
SELECT 'Alexander' UNION ALL
SELECT 'Megan' UNION ALL
SELECT 'Patrick' UNION ALL
SELECT 'Carolyn' UNION ALL
SELECT 'Jack' UNION ALL
SELECT 'Hannah' UNION ALL
SELECT 'Dennis' UNION ALL
SELECT 'Christine' UNION ALL
SELECT 'Jerry' UNION ALL
SELECT 'Emma' UNION ALL
SELECT 'Tyler' UNION ALL
SELECT 'Lauren' UNION ALL
SELECT 'Aaron' UNION ALL
SELECT 'Alice' UNION ALL
SELECT 'Henry' UNION ALL
SELECT 'Julia' UNION ALL
SELECT 'Douglas' UNION ALL
SELECT 'Marie' UNION ALL
SELECT 'Keith' UNION ALL
SELECT 'Ruby' UNION ALL
SELECT 'Walter' UNION ALL
SELECT 'Rose'
),
last_names AS (
SELECT 'Smith' AS name UNION ALL
SELECT 'Johnson' UNION ALL
SELECT 'Williams' UNION ALL
SELECT 'Jones' UNION ALL
SELECT 'Brown' UNION ALL
SELECT 'Davis' UNION ALL
SELECT 'Miller' UNION ALL
SELECT 'Wilson' UNION ALL
SELECT 'Moore' UNION ALL
SELECT 'Taylor' UNION ALL
SELECT 'Anderson' UNION ALL
SELECT 'Thomas' UNION ALL
SELECT 'Jackson' UNION ALL
SELECT 'White' UNION ALL
SELECT 'Harris' UNION ALL
SELECT 'Martin' UNION ALL
SELECT 'Thompson' UNION ALL
SELECT 'Garcia' UNION ALL
SELECT 'Martinez' UNION ALL
SELECT 'Robinson' UNION ALL
SELECT 'Clark' UNION ALL
SELECT 'Rodriguez' UNION ALL
SELECT 'Lewis' UNION ALL
SELECT 'Lee' UNION ALL
SELECT 'Walker' UNION ALL
SELECT 'Hall' UNION ALL
SELECT 'Allen' UNION ALL
SELECT 'Young' UNION ALL
SELECT 'King' UNION ALL
SELECT 'Wright' UNION ALL
SELECT 'Scott' UNION ALL
SELECT 'Torres' UNION ALL
SELECT 'Nguyen' UNION ALL
SELECT 'Hill' UNION ALL
SELECT 'Adams' UNION ALL
SELECT 'Baker' UNION ALL
SELECT 'Nelson' UNION ALL
SELECT 'Carter' UNION ALL
SELECT 'Mitchell' UNION ALL
SELECT 'Perez' UNION ALL
SELECT 'Roberts' UNION ALL
SELECT 'Turner' UNION ALL
SELECT 'Phillips' UNION ALL
SELECT 'Campbell' UNION ALL
SELECT 'Parker' UNION ALL
SELECT 'Evans' UNION ALL
SELECT 'Edwards' UNION ALL
SELECT 'Collins' UNION ALL
SELECT 'Stewart' UNION ALL
SELECT 'Sanchez' UNION ALL
SELECT 'Morris' UNION ALL
SELECT 'Rogers' UNION ALL
SELECT 'Reed' UNION ALL
SELECT 'Cook' UNION ALL
SELECT 'Morgan' UNION ALL
SELECT 'Bell' UNION ALL
SELECT 'Murphy' UNION ALL
SELECT 'Bailey' UNION ALL
SELECT 'Rivera' UNION ALL
SELECT 'Cooper' UNION ALL
SELECT 'Richardson' UNION ALL
SELECT 'Cox' UNION ALL
SELECT 'Howard' UNION ALL
SELECT 'Ward' UNION ALL
SELECT 'Torres' UNION ALL
SELECT 'Peterson' UNION ALL
SELECT 'Gray' UNION ALL
SELECT 'Ramirez' UNION ALL
SELECT 'James' UNION ALL
SELECT 'Watson' UNION ALL
SELECT 'Brooks' UNION ALL
SELECT 'Kelly' UNION ALL
SELECT 'Sanders' UNION ALL
SELECT 'Price' UNION ALL
SELECT 'Bennett' UNION ALL
SELECT 'Wood' UNION ALL
SELECT 'Barnes' UNION ALL
SELECT 'Ross' UNION ALL
SELECT 'Henderson' UNION ALL
SELECT 'Coleman' UNION ALL
SELECT 'Jenkins' UNION ALL
SELECT 'Perry' UNION ALL
SELECT 'Powell' UNION ALL
SELECT 'Long' UNION ALL
SELECT 'Patterson' UNION ALL
SELECT 'Hughes' UNION ALL
SELECT 'Flores' UNION ALL
SELECT 'Washington' UNION ALL
SELECT 'Butler' UNION ALL
SELECT 'Simmons' UNION ALL
SELECT 'Foster' UNION ALL
SELECT 'Gonzalez' UNION ALL
SELECT 'Bryant' UNION ALL
SELECT 'Alexander' UNION ALL
SELECT 'Russell' UNION ALL
SELECT 'Griffin' UNION ALL
SELECT 'Diaz' UNION ALL
SELECT 'Hayes' UNION ALL
SELECT 'Myers' UNION ALL
SELECT 'Ford'
),
random_names AS (
SELECT
first_names.name AS first_name,
last_names.name AS last_name
FROM
first_names
CROSS JOIN
last_names
ORDER BY
RAND()
LIMIT 250
)
INSERT INTO vets (first_name, last_name)
SELECT first_name, last_name FROM random_names;
-- Add specialties for 80% of the vets
WITH vet_ids AS (
SELECT id
FROM vets
ORDER BY RAND()
LIMIT 200 -- 80% of 1000
),
specialties AS (
SELECT id
FROM specialties
),
random_specialties AS (
SELECT
vet_ids.id AS vet_id,
specialties.id AS specialty_id
FROM
vet_ids
CROSS JOIN
specialties
ORDER BY
RAND()
LIMIT 300 -- 2 specialties per vet on average
)
INSERT INTO vet_specialties (vet_id, specialty_id)
SELECT
vet_id,
specialty_id
FROM (
SELECT
vet_id,
specialty_id,
ROW_NUMBER() OVER (PARTITION BY vet_id ORDER BY RAND()) AS rn
FROM
random_specialties
) tmp
WHERE
rn <= 2; -- Assign at most 2 specialties per vet
-- The remaining 20% of vets will have no specialties, so no need for additional insertion commands

View file

@ -9387,6 +9387,99 @@ table td.action-column {
hr {
border-top: 1px dotted #34302D; }
/* Chatbox container */
.chatbox {
position: fixed;
bottom: 10px;
right: 10px;
width: 300px;
background-color: #f1f1f1;
border-radius: 10px;
box-shadow: 0px 0px 10px rgba(0, 0, 0, 0.1);
display: flex;
flex-direction: column; }
.chatbox.minimized .chatbox-content {
height: 40px;
/* Height when minimized (header only) */ }
.chatbox.minimized .chatbox-messages,
.chatbox.minimized .chatbox-footer {
display: none; }
/* Header styling */
.chatbox-header {
background-color: #075E54;
color: white;
padding: 10px;
text-align: center;
border-top-left-radius: 10px;
border-top-right-radius: 10px;
cursor: pointer; }
/* Chatbox content styling */
.chatbox-content {
display: flex;
flex-direction: column;
height: 400px;
/* Adjust to desired height */
overflow: hidden;
/* Hide overflow to make it scrollable */ }
.chatbox-messages {
flex-grow: 1;
overflow-y: auto;
/* Allows vertical scrolling */
padding: 10px; }
/* Chat bubbles styling */
.chat-bubble {
max-width: 80%;
padding: 10px;
border-radius: 20px;
margin-bottom: 10px;
position: relative;
word-wrap: break-word;
font-size: 14px; }
.chat-bubble strong {
font-weight: bold; }
.chat-bubble em {
font-style: italic; }
.chat-bubble.user {
background-color: #dcf8c6;
/* WhatsApp-style light green */
margin-left: auto;
text-align: right;
border-bottom-right-radius: 0; }
.chat-bubble.bot {
background-color: #ffffff;
margin-right: auto;
text-align: left;
border-bottom-left-radius: 0;
border: 1px solid #e1e1e1; }
/* Input field and button */
.chatbox-footer {
padding: 10px;
background-color: #f9f9f9;
display: flex; }
.chatbox-footer input {
flex-grow: 1;
padding: 10px;
border-radius: 20px;
border: 1px solid #ccc;
margin-right: 10px;
outline: none; }
.chatbox-footer button {
background-color: #075E54;
color: white;
border: none;
padding: 10px;
border-radius: 50%;
cursor: pointer; }
.chatbox-footer button:hover {
background-color: #128C7E; }
@font-face {
font-family: 'varela_roundregular';
src: url("../fonts/varela_round-webfont.eot");

File diff suppressed because one or more lines are too long

View file

@ -21,6 +21,20 @@ $spring-brown: #34302D;
$spring-grey: #838789;
$spring-light-grey: #f1f1f1;
$chatbox-bg-color: #f1f1f1;
$chatbox-header-bg-color: #075E54;
$chatbox-header-text-color: white;
$chatbox-height: 400px;
$chatbox-border-radius: 10px;
$chatbox-box-shadow: 0px 0px 10px rgba(0, 0, 0, 0.1);
$chatbox-bubble-user-bg-color: #dcf8c6;
$chatbox-bubble-bot-bg-color: #ffffff;
$chatbox-bubble-border-color: #e1e1e1;
$chatbox-footer-bg-color: #f9f9f9;
$chatbox-input-border-color: #ccc;
$chatbox-button-bg-color: #075E54;
$chatbox-button-hover-bg-color: #128C7E;
$body-bg: $spring-light-grey;
$text-color: $spring-brown;
$link-color: $spring-dark-green;
@ -209,6 +223,117 @@ hr {
border-top: 1px dotted $spring-brown;
}
/* Chatbox container */
.chatbox {
position: fixed;
bottom: 10px;
right: 10px;
width: 300px;
background-color: $chatbox-bg-color;
border-radius: $chatbox-border-radius;
box-shadow: $chatbox-box-shadow;
display: flex;
flex-direction: column;
&.minimized {
.chatbox-content {
height: 40px; /* Height when minimized (header only) */
}
.chatbox-messages,
.chatbox-footer {
display: none;
}
}
}
/* Header styling */
.chatbox-header {
background-color: $chatbox-header-bg-color;
color: $chatbox-header-text-color;
padding: 10px;
text-align: center;
border-top-left-radius: $chatbox-border-radius;
border-top-right-radius: $chatbox-border-radius;
cursor: pointer;
}
/* Chatbox content styling */
.chatbox-content {
display: flex;
flex-direction: column;
height: $chatbox-height; /* Adjust to desired height */
overflow: hidden; /* Hide overflow to make it scrollable */
}
.chatbox-messages {
flex-grow: 1;
overflow-y: auto; /* Allows vertical scrolling */
padding: 10px;
}
/* Chat bubbles styling */
.chat-bubble {
max-width: 80%;
padding: 10px;
border-radius: 20px;
margin-bottom: 10px;
position: relative;
word-wrap: break-word;
font-size: 14px;
strong {
font-weight: bold;
}
em {
font-style: italic;
}
&.user {
background-color: $chatbox-bubble-user-bg-color; /* WhatsApp-style light green */
margin-left: auto;
text-align: right;
border-bottom-right-radius: 0;
}
&.bot {
background-color: $chatbox-bubble-bot-bg-color;
margin-right: auto;
text-align: left;
border-bottom-left-radius: 0;
border: 1px solid $chatbox-bubble-border-color;
}
}
/* Input field and button */
.chatbox-footer {
padding: 10px;
background-color: $chatbox-footer-bg-color;
display: flex;
}
.chatbox-footer input {
flex-grow: 1;
padding: 10px;
border-radius: 20px;
border: 1px solid $chatbox-input-border-color;
margin-right: 10px;
outline: none;
}
.chatbox-footer button {
background-color: $chatbox-button-bg-color;
color: white;
border: none;
padding: 10px;
border-radius: 50%;
cursor: pointer;
&:hover {
background-color: $chatbox-button-hover-bg-color;
}
}
@import "typography.scss";
@import "header.scss";
@import "responsive.scss";

View file

@ -82,11 +82,15 @@ class PetTypeFormatterTests {
private List<PetType> makePetTypes() {
List<PetType> petTypes = new ArrayList<>();
petTypes.add(new PetType() {
private static final long serialVersionUID = 4182992965923515553L;
{
setName("Dog");
}
});
petTypes.add(new PetType() {
private static final long serialVersionUID = 1823182409934678856L;
{
setName("Bird");
}

View file

@ -186,11 +186,11 @@ class ClinicServiceTests {
void shouldFindVets() {
Collection<Vet> vets = this.vets.findAll();
Vet vet = EntityUtils.getById(vets, Vet.class, 3);
assertThat(vet.getLastName()).isEqualTo("Douglas");
Vet vet = EntityUtils.getById(vets, Vet.class, 2);
assertThat(vet.getLastName()).isEqualTo("Leary");
assertThat(vet.getNrOfSpecialties()).isEqualTo(2);
assertThat(vet.getSpecialties().get(0).getName()).isEqualTo("dentistry");
assertThat(vet.getSpecialties().get(1).getName()).isEqualTo("surgery");
assertThat(vet.getSpecialties().get(0).getName()).isEqualTo("anesthesia");
assertThat(vet.getSpecialties().get(1).getName()).isEqualTo("dentistry");
}
@Test