diff --git a/json/pom.xml b/json/pom.xml index bd901b526e..99fcfed362 100644 --- a/json/pom.xml +++ b/json/pom.xml @@ -45,6 +45,11 @@ jackson-databind ${jackson.version} + + com.fasterxml.jackson.core + jackson-annotations + ${jackson.version} + javax.json.bind javax.json.bind-api diff --git a/json/src/main/java/com/baeldung/jsonoptimization/Customer.java b/json/src/main/java/com/baeldung/jsonoptimization/Customer.java new file mode 100644 index 0000000000..81a74971ea --- /dev/null +++ b/json/src/main/java/com/baeldung/jsonoptimization/Customer.java @@ -0,0 +1,123 @@ +package com.baeldung.jsonoptimization; + +import java.io.FileInputStream; +import java.io.IOException; +import java.io.InputStream; +import java.util.Objects; + +import com.fasterxml.jackson.databind.ObjectMapper; + +public class Customer { + + private long id; + private String firstName; + private String lastName; + private String street; + private String postalCode; + private String city; + private String state; + private String phoneNumber; + private String email; + + public long getId() { + return id; + } + + public void setId(long id) { + this.id = id; + } + + public String getFirstName() { + return firstName; + } + + public void setFirstName(String firstName) { + this.firstName = firstName; + } + + public String getLastName() { + return lastName; + } + + public void setLastName(String lastName) { + this.lastName = lastName; + } + + public String getStreet() { + return street; + } + + public void setStreet(String street) { + this.street = street; + } + + public String getPostalCode() { + return postalCode; + } + + public void setPostalCode(String postalCode) { + this.postalCode = postalCode; + } + + public String getCity() { + return city; + } + + public void setCity(String city) { + this.city = city; + } + + public String getState() { + return state; + } + + public void setState(String state) { + this.state = state; + } + + public String getPhoneNumber() { + return phoneNumber; + } + + public void setPhoneNumber(String phoneNumber) { + this.phoneNumber = phoneNumber; + } + + public String getEmail() { + return email; + } + + public void setEmail(String email) { + this.email = email; + } + + @Override + public int hashCode() { + return Objects.hash(city, email, firstName, id, lastName, phoneNumber, postalCode, state, street); + } + + @Override + public boolean equals(Object obj) { + if (this == obj) { + return true; + } + if (!(obj instanceof Customer)) { + return false; + } + Customer other = (Customer) obj; + return Objects.equals(city, other.city) && Objects.equals(email, other.email) && Objects.equals(firstName, other.firstName) && id == other.id && Objects.equals(lastName, other.lastName) && Objects.equals(phoneNumber, other.phoneNumber) + && Objects.equals(postalCode, other.postalCode) && Objects.equals(state, other.state) && Objects.equals(street, other.street); + } + + @Override + public String toString() { + return "Customer [id=" + id + ", firstName=" + firstName + ", lastName=" + lastName + ", street=" + street + ", postalCode=" + postalCode + ", city=" + city + ", state=" + state + ", phoneNumber=" + phoneNumber + ", email=" + email + "]"; + } + + public static Customer[] fromMockFile() throws IOException { + ObjectMapper objectMapper = new ObjectMapper(); + InputStream jsonFile = new FileInputStream("src/test/resources/json_optimization_mock_data.json"); + Customer[] feedback = objectMapper.readValue(jsonFile, Customer[].class); + return feedback; + } +} diff --git a/json/src/main/java/com/baeldung/jsonoptimization/CustomerDeserializer.java b/json/src/main/java/com/baeldung/jsonoptimization/CustomerDeserializer.java new file mode 100644 index 0000000000..1f478ed446 --- /dev/null +++ b/json/src/main/java/com/baeldung/jsonoptimization/CustomerDeserializer.java @@ -0,0 +1,44 @@ +package com.baeldung.jsonoptimization; + +import java.io.IOException; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.core.JsonParser; +import com.fasterxml.jackson.core.ObjectCodec; +import com.fasterxml.jackson.databind.DeserializationContext; +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.deser.std.StdDeserializer; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; + +public class CustomerDeserializer extends StdDeserializer { + private static final long serialVersionUID = 1L; + + public CustomerDeserializer() { + this(null); + } + + public CustomerDeserializer(Class t) { + super(t); + } + + @Override + public Customer deserialize(JsonParser parser, DeserializationContext deserializer) throws IOException { + Customer feedback = new Customer(); + ObjectCodec codec = parser.getCodec(); + JsonNode node = codec.readTree(parser); + + feedback.setId(node.get(0).asLong()); + feedback.setFirstName(node.get(1).asText()); + feedback.setLastName(node.get(2).asText()); + feedback.setStreet(node.get(3).asText()); + feedback.setPostalCode(node.get(4).asText()); + feedback.setCity(node.get(5).asText()); + feedback.setState(node.get(6).asText()); + JsonNode phoneNumber = node.get(7); + feedback.setPhoneNumber(phoneNumber.isNull() ? null : phoneNumber.asText()); + JsonNode email = node.get(8); + feedback.setEmail(email.isNull() ? null : email.asText()); + return feedback; + } +} diff --git a/json/src/main/java/com/baeldung/jsonoptimization/CustomerNoNull.java b/json/src/main/java/com/baeldung/jsonoptimization/CustomerNoNull.java new file mode 100644 index 0000000000..1ee76f762a --- /dev/null +++ b/json/src/main/java/com/baeldung/jsonoptimization/CustomerNoNull.java @@ -0,0 +1,36 @@ +package com.baeldung.jsonoptimization; + +import com.fasterxml.jackson.annotation.JsonInclude; + +@JsonInclude(JsonInclude.Include.NON_NULL) +public class CustomerNoNull extends Customer { + + @Override + public String toString() { + return "CustomerNoNull [toString()=" + super.toString() + "]"; + } + + public static CustomerNoNull[] fromCustomers(Customer[] customers) { + CustomerNoNull[] feedback = new CustomerNoNull[customers.length]; + + for(int i = 0; i < customers.length; i++) { + Customer aCustomer = customers[i]; + CustomerNoNull newOne = new CustomerNoNull(); + + newOne.setId(aCustomer.getId()); + newOne.setFirstName(aCustomer.getFirstName()); + newOne.setLastName(aCustomer.getLastName()); + newOne.setStreet(aCustomer.getStreet()); + newOne.setCity(aCustomer.getCity()); + newOne.setPostalCode(aCustomer.getPostalCode()); + newOne.setState(aCustomer.getState()); + newOne.setPhoneNumber(aCustomer.getPhoneNumber()); + newOne.setEmail(aCustomer.getEmail()); + + feedback[i] = newOne; + } + + return feedback; + } + +} diff --git a/json/src/main/java/com/baeldung/jsonoptimization/CustomerSerializer.java b/json/src/main/java/com/baeldung/jsonoptimization/CustomerSerializer.java new file mode 100644 index 0000000000..7e58010640 --- /dev/null +++ b/json/src/main/java/com/baeldung/jsonoptimization/CustomerSerializer.java @@ -0,0 +1,34 @@ +package com.baeldung.jsonoptimization; + +import java.io.IOException; + +import com.fasterxml.jackson.core.JsonGenerator; +import com.fasterxml.jackson.databind.SerializerProvider; +import com.fasterxml.jackson.databind.ser.std.StdSerializer; + +public class CustomerSerializer extends StdSerializer { + private static final long serialVersionUID = 1L; + + public CustomerSerializer() { + this(null); + } + + public CustomerSerializer(Class t) { + super(t); + } + + @Override + public void serialize(Customer customer, JsonGenerator jsonGenerator, SerializerProvider serializer) throws IOException { + jsonGenerator.writeStartArray(); + jsonGenerator.writeNumber(customer.getId()); + jsonGenerator.writeString(customer.getFirstName()); + jsonGenerator.writeString(customer.getLastName()); + jsonGenerator.writeString(customer.getStreet()); + jsonGenerator.writeString(customer.getPostalCode()); + jsonGenerator.writeString(customer.getCity()); + jsonGenerator.writeString(customer.getState()); + jsonGenerator.writeString(customer.getPhoneNumber()); + jsonGenerator.writeString(customer.getEmail()); + jsonGenerator.writeEndArray(); + } +} diff --git a/json/src/main/java/com/baeldung/jsonoptimization/CustomerShortNames.java b/json/src/main/java/com/baeldung/jsonoptimization/CustomerShortNames.java new file mode 100644 index 0000000000..ffa10f786d --- /dev/null +++ b/json/src/main/java/com/baeldung/jsonoptimization/CustomerShortNames.java @@ -0,0 +1,138 @@ +package com.baeldung.jsonoptimization; + +import java.util.Objects; + +import com.fasterxml.jackson.annotation.JsonGetter; +import com.fasterxml.jackson.annotation.JsonInclude; +import com.fasterxml.jackson.annotation.JsonProperty; + +public class CustomerShortNames { + + private long id; + + @JsonProperty("f") + private String firstName; + + @JsonProperty("l") + private String lastName; + + @JsonProperty("s") + private String street; + + @JsonProperty("p") + private String postalCode; + + @JsonProperty("c") + private String city; + + @JsonProperty("a") + private String state; + + @JsonProperty("o") + private String phoneNumber; + + @JsonProperty("e") + private String email; + + public long getId() { + return id; + } + public void setId(long id) { + this.id = id; + } + public String getFirstName() { + return firstName; + } + public void setFirstName(String firstName) { + this.firstName = firstName; + } + public String getLastName() { + return lastName; + } + public void setLastName(String lastName) { + this.lastName = lastName; + } + public String getStreet() { + return street; + } + public void setStreet(String street) { + this.street = street; + } + public String getPostalCode() { + return postalCode; + } + public void setPostalCode(String postalCode) { + this.postalCode = postalCode; + } + public String getCity() { + return city; + } + public void setCity(String city) { + this.city = city; + } + public String getState() { + return state; + } + public void setState(String state) { + this.state = state; + } + public String getPhoneNumber() { + return phoneNumber; + } + public void setPhoneNumber(String phoneNumber) { + this.phoneNumber = phoneNumber; + } + public String getEmail() { + return email; + } + public void setEmail(String email) { + this.email = email; + } + + @Override + public int hashCode() { + return Objects.hash(city, email, firstName, id, lastName, phoneNumber, postalCode, state, street); + } + @Override + public boolean equals(Object obj) { + if (this == obj) { + return true; + } + if (!(obj instanceof CustomerShortNames)) { + return false; + } + CustomerShortNames other = (CustomerShortNames) obj; + return Objects.equals(city, other.city) && Objects.equals(email, other.email) && Objects.equals(firstName, other.firstName) && id == other.id && Objects.equals(lastName, other.lastName) && Objects.equals(phoneNumber, other.phoneNumber) + && Objects.equals(postalCode, other.postalCode) && Objects.equals(state, other.state) && Objects.equals(street, other.street); + } + + @Override + public String toString() { + return "CustomerWithShorterAttributes [id=" + id + ", firstName=" + firstName + ", lastName=" + lastName + ", street=" + street + ", postalCode=" + postalCode + ", city=" + city + ", state=" + state + ", phoneNumber=" + phoneNumber + ", email=" + email + + "]"; + } + + public static CustomerShortNames[] fromCustomers(Customer[] customers) { + CustomerShortNames[] feedback = new CustomerShortNames[customers.length]; + + for(int i = 0; i < customers.length; i++) { + Customer aCustomer = customers[i]; + CustomerShortNames newOne = new CustomerShortNames(); + + newOne.setId(aCustomer.getId()); + newOne.setFirstName(aCustomer.getFirstName()); + newOne.setLastName(aCustomer.getLastName()); + newOne.setStreet(aCustomer.getStreet()); + newOne.setCity(aCustomer.getCity()); + newOne.setPostalCode(aCustomer.getPostalCode()); + newOne.setState(aCustomer.getState()); + newOne.setPhoneNumber(aCustomer.getPhoneNumber()); + newOne.setEmail(aCustomer.getEmail()); + + feedback[i] = newOne; + } + + return feedback; + } + +} diff --git a/json/src/main/java/com/baeldung/jsonoptimization/CustomerShortNamesNoNull.java b/json/src/main/java/com/baeldung/jsonoptimization/CustomerShortNamesNoNull.java new file mode 100644 index 0000000000..d3e9648a98 --- /dev/null +++ b/json/src/main/java/com/baeldung/jsonoptimization/CustomerShortNamesNoNull.java @@ -0,0 +1,38 @@ +package com.baeldung.jsonoptimization; + +import com.fasterxml.jackson.annotation.JsonInclude; +import com.fasterxml.jackson.annotation.JsonProperty; + +@JsonInclude(JsonInclude.Include.NON_NULL) +public class CustomerShortNamesNoNull extends CustomerShortNames { + + + @Override + public String toString() { + return "CustomerShortNamesNoNull [toString()=" + super.toString() + "]"; + } + + public static CustomerShortNamesNoNull[] fromCustomers(Customer[] customers) { + CustomerShortNamesNoNull[] feedback = new CustomerShortNamesNoNull[customers.length]; + + for(int i = 0; i < customers.length; i++) { + Customer aCustomer = customers[i]; + CustomerShortNamesNoNull newOne = new CustomerShortNamesNoNull(); + + newOne.setId(aCustomer.getId()); + newOne.setFirstName(aCustomer.getFirstName()); + newOne.setLastName(aCustomer.getLastName()); + newOne.setStreet(aCustomer.getStreet()); + newOne.setCity(aCustomer.getCity()); + newOne.setPostalCode(aCustomer.getPostalCode()); + newOne.setState(aCustomer.getState()); + newOne.setPhoneNumber(aCustomer.getPhoneNumber()); + newOne.setEmail(aCustomer.getEmail()); + + feedback[i] = newOne; + } + + return feedback; + } + +} diff --git a/json/src/main/java/com/baeldung/jsonoptimization/CustomerSlim.java b/json/src/main/java/com/baeldung/jsonoptimization/CustomerSlim.java new file mode 100644 index 0000000000..cdfaa4e329 --- /dev/null +++ b/json/src/main/java/com/baeldung/jsonoptimization/CustomerSlim.java @@ -0,0 +1,74 @@ +package com.baeldung.jsonoptimization; + +import java.util.Objects; + +public class CustomerSlim { + private long id; + private String name; + private String address; + + public long getId() { + return id; + } + + public void setId(long id) { + this.id = id; + } + + public String getName() { + return name; + } + + public void setName(String name) { + this.name = name; + } + + public String getAddress() { + return address; + } + + public void setAddress(String address) { + this.address = address; + } + + @Override + public int hashCode() { + return Objects.hash(address, id, name); + } + + @Override + public boolean equals(Object obj) { + if (this == obj) { + return true; + } + if (!(obj instanceof CustomerSlim)) { + return false; + } + CustomerSlim other = (CustomerSlim) obj; + return Objects.equals(address, other.address) && id == other.id && Objects.equals(name, other.name); + } + + @Override + public String toString() { + return "CustomerSlim [id=" + id + ", name=" + name + ", address=" + address + "]"; + } + + public static CustomerSlim[] fromCustomers(Customer[] customers) { + CustomerSlim[] feedback = new CustomerSlim[customers.length]; + + for(int i = 0; i < customers.length; i++) { + Customer aCustomer = customers[i]; + CustomerSlim newOne = new CustomerSlim(); + + newOne.setId(aCustomer.getId()); + newOne.setName(aCustomer.getFirstName() + " " + aCustomer.getLastName()); + newOne.setAddress(aCustomer.getStreet() + ", " + aCustomer.getCity() + " " + aCustomer.getState() + " " + aCustomer.getPostalCode()); + + feedback[i] = newOne; + } + + return feedback; + } + + +} diff --git a/json/src/test/java/com/baeldung/jsonoptimization/JsonOptimizationUnitTest.java b/json/src/test/java/com/baeldung/jsonoptimization/JsonOptimizationUnitTest.java new file mode 100644 index 0000000000..e754978cd5 --- /dev/null +++ b/json/src/test/java/com/baeldung/jsonoptimization/JsonOptimizationUnitTest.java @@ -0,0 +1,145 @@ +package com.baeldung.jsonoptimization; + +import static org.junit.Assert.assertArrayEquals; +import static org.junit.jupiter.api.Assertions.assertEquals; +import static org.junit.jupiter.api.Assertions.assertTrue; + +import java.io.ByteArrayOutputStream; +import java.io.File; +import java.io.FileOutputStream; +import java.io.IOException; +import java.text.DecimalFormat; +import java.util.zip.GZIPOutputStream; + +import org.junit.jupiter.api.BeforeAll; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; + +import com.fasterxml.jackson.core.JsonProcessingException; +import com.fasterxml.jackson.core.Version; +import com.fasterxml.jackson.databind.ObjectMapper; +import com.fasterxml.jackson.databind.ObjectWriter; +import com.fasterxml.jackson.databind.module.SimpleModule; + +class JsonOptimizationUnitTest { + private static final String TEST_LABEL_DEFAULT_JSON = "Default JSON"; + private static final String TEST_LABEL_DEFAULT_JSON_NO_NULL = "Default JSON without null"; + private static final String TEST_LABEL_SHORTER_ATTRIBUTE_NAMES = "Shorter Attribute Names"; + private static final String TEST_LABEL_SHORTER_ATTRIBUTE_NAMES_NO_NULL = "Shorter Attribute Names without null"; + private static final String TEST_LABEL_CUSTOM_SERIALIZER = "Custom Serializer"; + private static final String TEST_LABEL_SLIM_CUSTOMER = "Slim customer"; + private static DecimalFormat LENGTH_FORMATTER = new DecimalFormat("###,###,###"); + private static Customer[] customers; + private ObjectMapper mapper; + + @BeforeAll + static void setUpOnce() throws Exception { + customers = Customer.fromMockFile(); + } + + @BeforeEach + void setUp() { + mapper = new ObjectMapper(); + } + + @Test + void testSetUp() { + assertEquals(1000, customers.length, "There should be a 1000 customers"); + } + + @Test + void testDefaultJson() throws IOException { + printBanner(TEST_LABEL_DEFAULT_JSON); + byte[] plainJson = createPlainJson(TEST_LABEL_DEFAULT_JSON, customers); + compressJson(TEST_LABEL_DEFAULT_JSON, plainJson); + } + + @Test + void testDefaultNoNull() throws IOException { + printBanner(TEST_LABEL_DEFAULT_JSON_NO_NULL); + CustomerNoNull[] defaultNoNull = CustomerNoNull.fromCustomers(customers); + byte[] plainJson = createPlainJson(TEST_LABEL_DEFAULT_JSON_NO_NULL, defaultNoNull); + compressJson(TEST_LABEL_DEFAULT_JSON_NO_NULL, plainJson); + } + + @Test + void testShorterAttributes() throws IOException { + printBanner(TEST_LABEL_SHORTER_ATTRIBUTE_NAMES); + CustomerShortNames[] shorterOnes = CustomerShortNames.fromCustomers(customers); + byte[] shorterJson = createPlainJson(TEST_LABEL_SHORTER_ATTRIBUTE_NAMES, shorterOnes); + compressJson(TEST_LABEL_SHORTER_ATTRIBUTE_NAMES, shorterJson); + } + + @Test + void testShorterAttributesNoNull() throws IOException { + printBanner(TEST_LABEL_SHORTER_ATTRIBUTE_NAMES_NO_NULL); + CustomerShortNamesNoNull[] shorterOnesNoNull = CustomerShortNamesNoNull.fromCustomers(customers); + byte[] shorterJson = createPlainJson(TEST_LABEL_SHORTER_ATTRIBUTE_NAMES_NO_NULL, shorterOnesNoNull); + compressJson(TEST_LABEL_SHORTER_ATTRIBUTE_NAMES_NO_NULL, shorterJson); + } + + @Test + void testSlim() throws IOException { + printBanner(TEST_LABEL_SLIM_CUSTOMER); + CustomerSlim[] slimOnes = CustomerSlim.fromCustomers(customers); + byte[] slimJson = createPlainJson(TEST_LABEL_SLIM_CUSTOMER, slimOnes); + compressJson(TEST_LABEL_SLIM_CUSTOMER, slimJson); + } + + @Test + void testCustomSerializer() throws IOException { + printBanner(TEST_LABEL_CUSTOM_SERIALIZER); + + SimpleModule serializer = new SimpleModule("CustomCustomerSerializer", new Version(1, 0, 0, null, null, null)); + serializer.addSerializer(Customer.class, new CustomerSerializer()); + mapper.registerModule(serializer); + + SimpleModule deserializer = new SimpleModule("CustomCustomerDeserializer", new Version(1, 0, 0, null, null, null)); + deserializer.addDeserializer(Customer.class, new CustomerDeserializer()); + mapper.registerModule(deserializer); + + byte[] plainJson = createPlainJson(TEST_LABEL_CUSTOM_SERIALIZER, customers); + compressJson(TEST_LABEL_CUSTOM_SERIALIZER, plainJson); + } + + private void printBanner(String name) { + System.out.println(); + System.out.println("************************************************"); + System.out.println("Testing " + name); + System.out.println(); + } + + void compressJson(String label, byte[] plainJson) throws IOException { + ByteArrayOutputStream outpuStream = new ByteArrayOutputStream(); + GZIPOutputStream gzipStream = new GZIPOutputStream(outpuStream); + gzipStream.write(plainJson); + gzipStream.close(); + byte[] gzippedJson = outpuStream.toByteArray(); + System.out.println(label + " GZIPped length: " + LENGTH_FORMATTER.format(gzippedJson.length)); + assertTrue(plainJson.length > gzippedJson.length, label + " should be longer than GZIPped data"); + } + + private byte[] createPlainJson(String label, Object[] customers) throws IOException { + System.out.println(label + " sample: "); + ObjectWriter prettyWritter = mapper.writerWithDefaultPrettyPrinter(); + System.out.println(prettyWritter.writeValueAsString(customers[0])); + + byte[] feedback = mapper.writeValueAsBytes(customers); + System.out.println(label + " length: " + LENGTH_FORMATTER.format(feedback.length)); + assertTrue(feedback.length > 1, label + " should be there"); + + String prefix = label.replaceAll(" ", "-") + .toLowerCase(); + File tempFile = File.createTempFile("jon-optimization-" + prefix, ".json"); + FileOutputStream fos = new FileOutputStream(tempFile); + fos.write(feedback); + fos.close(); + System.out.println(label + " file: " + tempFile.toString()); + + Object[] restoredOnes = mapper.readValue(feedback, customers.getClass()); + assertArrayEquals(TEST_LABEL_DEFAULT_JSON + ": restoring from JSON should work", customers, restoredOnes); + + return feedback; + } + +} diff --git a/json/src/test/resources/json_optimization_mock_data.json b/json/src/test/resources/json_optimization_mock_data.json new file mode 100644 index 0000000000..e09517cf61 --- /dev/null +++ b/json/src/test/resources/json_optimization_mock_data.json @@ -0,0 +1,1000 @@ +[{"id":1,"firstName":"Horatius","lastName":"Strognell","street":"4848 New Castle Point","postalCode":"33432","city":"Boca Raton","state":"FL","phoneNumber":"561-824-9105","email":"hstrognell0@dailymail.co.uk"}, +{"id":2,"firstName":"Kerri","lastName":"Arend","street":"4 Welch Pass","postalCode":"60669","city":"Chicago","state":"IL","phoneNumber":"312-303-5993"}, +{"id":3,"firstName":"Silvano","lastName":"Bartholomaus","street":"2491 Arkansas Center","postalCode":"30195","city":"Duluth","state":"GA","email":"sbartholomaus2@prlog.org"}, +{"id":4,"firstName":"Venita","lastName":"Burgoine","street":"63894 Sage Park","postalCode":"67215","city":"Wichita","state":"KS","email":"vburgoine3@telegraph.co.uk"}, +{"id":5,"firstName":"Meghan","lastName":"Westover","street":"76 Pleasure Way","postalCode":"77388","city":"Spring","state":"TX","phoneNumber":"832-926-0689","email":"mwestover4@cnn.com"}, +{"id":6,"firstName":"Mia","lastName":"Baversor","street":"50 Sommers Road","postalCode":"43204","city":"Columbus","state":"OH","email":"mbaversor5@wsj.com"}, +{"id":7,"firstName":"Winna","lastName":"Buggy","street":"05 Jenna Street","postalCode":"68144","city":"Omaha","state":"NE","phoneNumber":"402-740-7818"}, +{"id":8,"firstName":"Antonin","lastName":"Autrie","street":"9 Fieldstone Terrace","postalCode":"85754","city":"Tucson","state":"AZ"}, +{"id":9,"firstName":"Maddi","lastName":"Ollerearnshaw","street":"061 Crowley Trail","postalCode":"48335","city":"Farmington","state":"MI","phoneNumber":"248-709-8128"}, +{"id":10,"firstName":"Fawnia","lastName":"Cristofaro","street":"92571 Kinsman Alley","postalCode":"77271","city":"Houston","state":"TX","email":"fcristofaro9@ox.ac.uk"}, +{"id":11,"firstName":"Zachariah","lastName":"Rouby","street":"2439 Hudson Circle","postalCode":"25313","city":"Charleston","state":"WV","phoneNumber":"304-587-5444"}, +{"id":12,"firstName":"Brier","lastName":"Benech","street":"3144 Sutteridge Place","postalCode":"20380","city":"Washington","state":"DC","phoneNumber":"202-740-8851","email":"bbenechb@zdnet.com"}, +{"id":13,"firstName":"Merry","lastName":"Leming","street":"419 Kropf Terrace","postalCode":"45440","city":"Dayton","state":"OH","email":"mlemingc@ow.ly"}, +{"id":14,"firstName":"Audrey","lastName":"Dilleston","street":"61 Melrose Trail","postalCode":"97306","city":"Salem","state":"OR","phoneNumber":"503-480-6254"}, +{"id":15,"firstName":"De witt","lastName":"Kedge","street":"819 Kingsford Point","postalCode":"84135","city":"Salt Lake City","state":"UT"}, +{"id":16,"firstName":"Charita","lastName":"de Clerc","street":"42 Loftsgordon Hill","postalCode":"28289","city":"Charlotte","state":"NC","phoneNumber":"704-532-8850","email":"cdeclercf@comsenz.com"}, +{"id":17,"firstName":"Edgard","lastName":"Bloore","street":"1659 Donald Trail","postalCode":"20051","city":"Washington","state":"DC"}, +{"id":18,"firstName":"Kristi","lastName":"Richichi","street":"11306 Longview Hill","postalCode":"75372","city":"Dallas","state":"TX","email":"krichichih@cloudflare.com"}, +{"id":19,"firstName":"Denna","lastName":"Cornford","street":"4 Gale Junction","postalCode":"10014","city":"New York City","state":"NY","phoneNumber":"646-273-3067","email":"dcornfordi@ebay.co.uk"}, +{"id":20,"firstName":"Randall","lastName":"McQuaid","street":"55712 Stone Corner Circle","postalCode":"10203","city":"New York City","state":"NY","email":"rmcquaidj@facebook.com"}, +{"id":21,"firstName":"Kirbie","lastName":"Walczak","street":"9 Coleman Road","postalCode":"99252","city":"Spokane","state":"WA","email":"kwalczakk@spotify.com"}, +{"id":22,"firstName":"Zedekiah","lastName":"Westby","street":"9 Victoria Road","postalCode":"22093","city":"Ashburn","state":"VA","phoneNumber":"571-642-0111","email":"zwestbyl@ox.ac.uk"}, +{"id":23,"firstName":"Corri","lastName":"Snar","street":"4 Service Terrace","postalCode":"68517","city":"Lincoln","state":"NE","email":"csnarm@tinyurl.com"}, +{"id":24,"firstName":"Manny","lastName":"Marchington","street":"942 Westend Center","postalCode":"22119","city":"Merrifield","state":"VA","email":"mmarchingtonn@opensource.org"}, +{"id":25,"firstName":"Ashla","lastName":"Grigoroni","street":"755 Lerdahl Parkway","postalCode":"55423","city":"Minneapolis","state":"MN","phoneNumber":"612-797-7928","email":"agrigoronio@cam.ac.uk"}, +{"id":26,"firstName":"Rita","lastName":"Sharratt","street":"710 Buena Vista Avenue","postalCode":"40576","city":"Lexington","state":"KY","phoneNumber":"859-727-0697"}, +{"id":27,"firstName":"Karrie","lastName":"Crathorne","street":"02 Loeprich Place","postalCode":"39505","city":"Gulfport","state":"MS"}, 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