Highlight Index Search Results
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When making a Full-Text Search query, in addition to retrieving documents that contain the searched terms, you can also request to get a list of text fragments that highlight the searched terms.
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This article provides examples of highlighting search results when querying a static-index.
Prior to reading this article, please refer to Highlight search results for general knowledge about Highlighting and for dynamic-queries examples. -
To search and get fragments with highlighted terms when querying a static-index,
the index field on which you search must be configured for highlighting. See examples below. -
In this page:
Highlight results - Map index
Configure a Map index for highlighting:
To search and get fragments with highlighted terms, the index-field on which you search must be configured as follows:
FieldStorage::yes
- store the field in the indexFieldIndexing::search
- allow Full-Text searchFieldTermVector::withPositionsAndOffsets
- store the term's position and offsets
// Define a Map index:
// ===================
// The IndexEntry class defines index-field 'EmployeeNotes'
class Employees_ByNotes_IndexEntry
{
public ?string $employeeNotes = null;
public function getEmployeeNotes(): ?string
{
return $this->employeeNotes;
}
public function setEmployeeNotes(?string $employeeNotes): void
{
$this->employeeNotes = $employeeNotes;
}
}
class Employees_ByNotes extends AbstractIndexCreationTask
{
public function __construct()
{
parent::__construct();
// The 'Map' function defines the content of index-field 'EmployeeNotes'
$this->map =
"from employee in docs.Employees " .
"select new { " .
" EmployeeNotes = employee.notes[0] " .
"}";
// Configure index-field 'EmployeeNotes' for highlighting:
// =======================================================
$this->store("EmployeeNotes", FieldStorage::yes());
$this->index("EmployeeNotes", FieldIndexing::search());
$this->termVector("EmployeeNotes", FieldTermVector::withPositionsAndOffsets());
}
}
Query the index with search
:
$managerHighlights = new Highlightings();
/** @var array<Employee> $employeesResults */
$employeesResults = $session
// Query the map index
->query(Employees_ByNotes_IndexEntry::class, Employees_ByNotes::class)
// Search for documents containing the term 'manager'
->search("EmployeeNotes", "manager")
// Request to highlight the searched term by calling 'Highlight'
->highlight("EmployeeNotes", 35, 2, null, $managerHighlights)
->ofType(Employee::class)
->toList();
from index "Employees/ByNotes"
where search(EmployeeNotes, "manager")
include highlight(EmployeeNotes, 35, 2)
Query the index with whereEquals
:
$managerHighlights = new Highlightings();
/** @var array<Employee> $employeesResults */
$employeesResults = $session
// Query the map index
->query(Employees_ByNotes_IndexEntry::class, Employees_ByNotes::class)
// Request to highlight the searched term by calling 'Highlight'
->highlight("EmployeeNotes", 35, 2, null, $managerHighlights)
// Search for documents containing the term 'manager'
->whereEquals("EmployeeNotes", "manager")
->ofType(Employee::class)
->toList();
from index "Employees/ByNotes"
where EmployeeNotes == "manager"
include highlight(EmployeeNotes, 35, 2)
Process results:
// 'employeesResults' contains all Employee DOCUMENTS that contain the term 'manager'.
// 'managerHighlights' contains the text FRAGMENTS that highlight the 'manager' term.
$builder = "<ul>";
foreach ($employeesResults as $employee)
{
// Call 'GetFragments' to get all fragments for the specified employee Id
$fragments = $managerHighlights->getFragments($employee->getId());
foreach ($fragments as $fragment)
{
$builder .= "<li>Doc: " . $employee->getId() . "</li>";
$builder .= "<li>Fragment: " . $fragment . "</li>";
$builder .= "<li></li>";
}
}
$fragmentsHtml = $builder . "</ul>";
// The resulting fragmentsHtml:
// ============================
// <ul>
// <li>Doc: employees/2-A</li>
// <li>Fragment: to sales <b style="background:yellow">manager</b> in January</li>
// <li>Doc: employees/5-A</li>
// <li>Fragment: to sales <b style="background:yellow">manager</b> in March</li>
// <li></li>
// </ul>
Highlight results - Map-Reduce index
Configure a Map-Reduce index for highlighting:
To search and get fragments with highlighted terms in a Map-Reduce index:
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The index-field on which you search must be configured with:
FieldStorage::yes
- store the field in the indexFieldIndexing::search
- allow Full-Text searchFieldTermVector::withPositionsAndOffsets
- store the term's position and offsets
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The index-field by which you group-by must configured with:
FieldStorage::yes
- store the field in the index
// Define a Map-Reduce index:
// ==========================
// The IndexEntry class defines the index-fields
class ContactDetailsPerCountry_IndexEntry
{
private ?string $country = null;
private ?string $contactDetails = null;
public function getCountry(): ?string
{
return $this->country;
}
public function setCountry(?string $country): void
{
$this->country = $country;
}
public function getContactDetails(): ?string
{
return $this->contactDetails;
}
public function setContactDetails(?string $contactDetails): void
{
$this->contactDetails = $contactDetails;
}
}
class ContactDetailsPerCountry extends AbstractIndexCreationTask
{
public function __construct()
{
parent::__construct();
// The 'Map' function defines what will be indexed from each document in the collection
$this->map =
"from company in docs.Companies " .
"select new { " .
" Country = company.Address.Country, " .
" ContactDetails = company.Contact.Name + ' ' + company.Contact.Title ".
"}";
// The 'Reduce' function specifies how data is grouped and aggregated
$this->reduce =
"from result in results " .
"group result by result.country into g " .
"select new { " .
// Set 'Country' as the group-by key
// 'ContactDetails' will be grouped per 'Country'
" Country = g.key, " .
// Specify the aggregation
// here we use string.Join as the aggregation function
" ContactDetails = string.Join(\" \", g.Select(x => x.contact_details) )" .
"}" ;
// Configure index-field 'Country' for Highlighting:
// =================================================
$this->store("Country", FieldStorage::yes());
// Configure index-field 'ContactDetails' for Highlighting:
// ========================================================
$this->store("ContactDetails", FieldStorage::yes());
$this->index("ContactDetails", FieldIndexing::search());
$this->termVector("ContactDetails", FieldTermVector::withPositionsAndOffsets());
}
}
Query the index:
// Define the key by which the resulting fragments are grouped:
// ============================================================
$options = new HighlightingOptions();
// Set 'GroupKey' to be the index's group-by key
// The resulting fragments will be grouped per 'Country'
$options->setGroupKey("Country");
$agentHighlights = new Highlightings();
// Query the map-reduce index:
// ===========================
/** @var array<ContactDetailsPerCountry_IndexEntry> $detailsPerCountry */
$detailsPerCountry = $session
->query(ContactDetailsPerCountry_IndexEntry::class, ContactDetailsPerCountry::class)
// Search for results containing the term 'agent'
->search("ContactDetails", "agent")
// Request to highlight the searched term by calling 'Highlight'
// Pass the defined 'options'
->highlight("ContactDetails", 35, 2, $options, $agentHighlights)
->toList();
from index "ContactDetailsPerCountry"
where search(ContactDetails, "agent")
include highlight(ContactDetails, 35, 2, $p0)
{"p0":{"GroupKey":"Country"}}
Process results:
// 'detailsPerCountry' contains the contacts details grouped per country.
// 'agentHighlights' contains the text FRAGMENTS that highlight the 'agent' term.
$builder = "<ul>";
foreach ($detailsPerCountry as $item) {
// Call 'GetFragments' to get all fragments for the specified country key
$fragments = $agentHighlights->getFragments($item->getCountry());
foreach ($fragments as $fragment)
{
$builder .= "<li>Country: " . $item->getCountry() . "</li>";
$builder .= "<li>Fragment: " . $fragment . "</li>";
$builder .= "<li></li>";
}
}
$fragmentsHtml = $builder . "</ul>";
// The resulting fragmentsHtml:
// ============================
// <ul>
// <li>Country: UK</li>
// <li>Fragment: Devon Sales <b style="background:yellow">Agent</b> Helen Bennett</li>
// <li></li>
// <li>Country: France</li>
// <li>Fragment: Sales <b style="background:yellow">Agent</b> Carine Schmit</li>
// <li></li>
// <li>Country: France</li>
// <li>Fragment: Saveley Sales <b style="background:yellow">Agent</b> Paul Henriot</li>
// <li></li>
// <li>Country: Argentina</li>
// <li>Fragment: Simpson Sales <b style="background:yellow">Agent</b> Yvonne Moncad</li>
// <li></li>
// <li>Country: Argentina</li>
// <li>Fragment: Moncada Sales <b style="background:yellow">Agent</b> Sergio</li>
// <li></li>
// <li>Country: Brazil</li>
// <li>Fragment: Sales <b style="background:yellow">Agent</b> Anabela</li>
// <li></li>
// <li>Country: Belgium</li>
// <li>Fragment: Dewey Sales <b style="background:yellow">Agent</b> Pascale</li>
// <li></li>
// </ul>
Customize highlight tags
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Default tags:
- Please refer to Highlight tags to learn about the default html tags used to wrap the highlighted terms.
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Customizing tags:
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The default html tags that wrap the highlighted terms can be customized to any other tags.
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Customizing the wrapping tags when querying an index is done exactly the same as when making
a dynamic query where aHighlightingOptions
object is passed to theHighlight
method. -
Follow the example in Highlight - customize tags.
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