defmodule PhilomenaQuery.Search do @moduledoc """ Low-level search engine interaction. This module generates and delivers search bodies to the OpenSearch backend. Note that before an index can be used to index or query documents, a call to `create_index!/1` must be made. When setting up an application, or dealing with data loss in the search engine, you must call `create_index!/1` before running an indexing task. """ alias PhilomenaQuery.Batch alias Philomena.Repo require Logger import Ecto.Query import Elastix.HTTP alias Philomena.Comments.Comment alias Philomena.Galleries.Gallery alias Philomena.Images.Image alias Philomena.Posts.Post alias Philomena.Reports.Report alias Philomena.Tags.Tag alias Philomena.Filters.Filter alias Philomena.Comments.SearchIndex, as: CommentIndex alias Philomena.Galleries.SearchIndex, as: GalleryIndex alias Philomena.Images.SearchIndex, as: ImageIndex alias Philomena.Posts.SearchIndex, as: PostIndex alias Philomena.Reports.SearchIndex, as: ReportIndex alias Philomena.Tags.SearchIndex, as: TagIndex alias Philomena.Filters.SearchIndex, as: FilterIndex defp index_for(Comment), do: CommentIndex defp index_for(Gallery), do: GalleryIndex defp index_for(Image), do: ImageIndex defp index_for(Post), do: PostIndex defp index_for(Report), do: ReportIndex defp index_for(Tag), do: TagIndex defp index_for(Filter), do: FilterIndex defp opensearch_url do Application.get_env(:philomena, :opensearch_url) end @type index_module :: module() @type queryable :: any() @type query_body :: map() @type replacement :: %{ path: [String.t()], old: term(), new: term() } @type search_definition :: %{ module: index_module(), body: query_body(), page_number: integer(), page_size: integer() } @type pagination_params :: %{ optional(:page_number) => integer(), optional(:page_size) => integer() } @doc ~S""" Create the index with the module's index name and mapping. `PUT /#{index_name}` You **must** use this function before indexing documents in order for the mapping to be created correctly. If you index documents without a mapping created, the search engine will create a mapping which does not contain the correct types for mapping fields, which will require destroying and recreating the index. ## Example iex> Search.create_index!(Image) """ @spec create_index!(index_module()) :: any() def create_index!(module) do index = index_for(module) Elastix.Index.create( opensearch_url(), index.index_name(), index.mapping() ) end @doc ~S""" Delete the index with the module's index name. `DELETE /#{index_name}` This undoes the effect of `create_index!/1` and removes the index permanently, deleting all indexed documents within. ## Example iex> Search.delete_index!(Image) """ @spec delete_index!(index_module()) :: any() def delete_index!(module) do index = index_for(module) Elastix.Index.delete(opensearch_url(), index.index_name()) end @doc ~S""" Update the schema mapping for the module's index name. `PUT /#{index_name}/_mapping` This is used to add new fields to an existing search mapping. This cannot be used to remove fields; removing fields requires recreating the index. ## Example iex> Search.update_mapping!(Image) """ @spec update_mapping!(index_module()) :: any() def update_mapping!(module) do index = index_for(module) index_name = index.index_name() mapping = index.mapping().mappings.properties Elastix.Mapping.put(opensearch_url(), index_name, "_doc", %{properties: mapping}, include_type_name: true ) end @doc ~S""" Add a single document to the index named by the module. `PUT /#{index_name}/_doc/#{id}` This allows the search engine to query the document. Note that indexing is near real-time and requires an index refresh before the document will become visible. Unless changed in the mapping, this happens after 5 seconds have elapsed. ## Example iex> Search.index_document(%Image{...}, Image) """ @spec index_document(struct(), index_module()) :: any() def index_document(doc, module) do index = index_for(module) data = index.as_json(doc) Elastix.Document.index( opensearch_url(), index.index_name(), "_doc", data.id, data ) end @doc ~S""" Remove a single document from the index named by the module. `DELETE /#{index_name}/_doc/#{id}` This undoes the effect of `index_document/2`; it instructs the search engine to discard the document and no longer return it in queries. Note that indexing is near real-time and requires an index refresh before the document will be removed. Unless changed in the mapping, this happens after 5 seconds have elapsed. ## Example iex> Search.delete_document(image.id, Image) """ @spec delete_document(term(), index_module()) :: any() def delete_document(id, module) do index = index_for(module) Elastix.Document.delete( opensearch_url(), index.index_name(), "_doc", id ) end @doc """ Efficiently index a batch of documents in the index named by the module. This function is substantially more efficient than running `index_document/2` for each instance of a schema struct and can index with hundreds of times the throughput. The queryable should be a schema type with its indexing preloads included in the query. The options are forwarded to `PhilomenaQuery.Batch.record_batches/3`. Note that indexing is near real-time and requires an index refresh before documents will become visible. Unless changed in the mapping, this happens after 5 seconds have elapsed. ## Example query = from i in Image, where: i.id < 100_000, preload: ^Images.indexing_preloads() Search.reindex(query, Image, batch_size: 5000) """ @spec reindex(queryable(), index_module(), Batch.batch_options()) :: [] def reindex(queryable, module, opts \\ []) do index = index_for(module) Batch.record_batches(queryable, opts, fn records -> lines = Enum.flat_map(records, fn record -> doc = index.as_json(record) [ %{index: %{_index: index.index_name(), _id: doc.id}}, doc ] end) Elastix.Bulk.post( opensearch_url(), lines, index: index.index_name(), httpoison_options: [timeout: 30_000] ) end) end @doc ~S""" Asynchronously update all documents in the given index matching a query. `POST /#{index_name}/_update_by_query` This is used to replace values in documents on the fly without requiring a more-expensive reindex operation from the database. `set_replacements` are used to rename values in fields which are conceptually sets (arrays). `replacements` are used to rename values in fields which are standalone terms. Both `replacements` and `set_replacements` may be specified. Specifying neither will waste the search engine's time evaluating the query and indexing the documents, so be sure to specify at least one. This function does not wait for completion of the update. ## Examples query_body = %{term: %{"namespaced_tags.name" => old_name}} replacement = %{path: ["namespaced_tags", "name"], old: old_name, new: new_name} Search.update_by_query(Image, query_body, [], [replacement]) query_body = %{term: %{author: old_name}} set_replacement = %{path: ["author"], old: old_name, new: new_name} Search.update_by_query(Post, query_body, [set_replacement], []) """ @spec update_by_query(index_module(), query_body(), [replacement()], [replacement()]) :: any() def update_by_query(module, query_body, set_replacements, replacements) do index = index_for(module) url = opensearch_url() |> prepare_url([index.index_name(), "_update_by_query"]) |> append_query_string(%{conflicts: "proceed", wait_for_completion: "false"}) # "Painless" scripting language script = """ // Replace values in "sets" (arrays in the source document) for (int i = 0; i < params.set_replacements.length; ++i) { def replacement = params.set_replacements[i]; def path = replacement.path; def old_value = replacement.old; def new_value = replacement.new; def reference = ctx._source; for (int j = 0; j < path.length; ++j) { reference = reference[path[j]]; } for (int j = 0; j < reference.length; ++j) { if (reference[j].equals(old_value)) { reference[j] = new_value; } } } // Replace values in standalone fields for (int i = 0; i < params.replacements.length; ++i) { def replacement = params.replacements[i]; def path = replacement.path; def old_value = replacement.old; def new_value = replacement.new; def reference = ctx._source; // A little bit more complicated: go up to the last one before it // so that the value can actually be replaced for (int j = 0; j < path.length - 1; ++j) { reference = reference[path[j]]; } if (reference[path[path.length - 1]] != null && reference[path[path.length - 1]].equals(old_value)) { reference[path[path.length - 1]] = new_value; } } """ body = Jason.encode!(%{ script: %{ source: script, params: %{ set_replacements: set_replacements, replacements: replacements } }, query: query_body }) {:ok, %{status_code: 200}} = Elastix.HTTP.post(url, body) end @doc ~S""" Search the index named by the module. `GET /#{index_name}/_search` Given a query body, this returns the raw query results. ## Example iex> Search.search(Image, %{query: %{match_all: %{}}}) %{ "_shards" => %{"failed" => 0, "skipped" => 0, "successful" => 5, "total" => 5}, "hits" => %{ "hits" => [%{"_id" => "1", "_index" => "images", "_score" => 1.0, ...}, ...] "max_score" => 1.0, "total" => %{"relation" => "eq", "value" => 6} }, "timed_out" => false, "took" => 1 } """ @spec search(index_module(), query_body()) :: map() def search(module, query_body) do index = index_for(module) {:ok, %{body: results, status_code: 200}} = Elastix.Search.search( opensearch_url(), index.index_name(), [], query_body ) results end @doc ~S""" Given maps of module and body, searches each index with the respective body. `GET /_all/_search` This is more efficient than performing a `search/1` for each index individually. Like `search/1`, this returns the raw query results. ## Example iex> Search.msearch([ ...> %{module: Image, body: %{query: %{match_all: %{}}}}, ...> %{module: Post, body: %{query: %{match_all: %{}}}} ...> ]) [ %{"_shards" => ..., "hits" => ..., "timed_out" => false, "took" => 1}, %{"_shards" => ..., "hits" => ..., "timed_out" => false, "took" => 2} ] """ @spec msearch([search_definition()]) :: [map()] def msearch(definitions) do msearch_body = Enum.flat_map(definitions, fn def -> [ %{index: index_for(def.module).index_name()}, def.body ] end) {:ok, %{body: results, status_code: 200}} = Elastix.Search.search( opensearch_url(), "_all", [], msearch_body ) results["responses"] end @doc """ Transforms an index module, query body, and pagination parameters into a query suitable for submission to the search engine. Any of the following functions may be used for submission: - `search_results/1` - `msearch_results/1` - `search_records/2` - `msearch_records/2` - `search_records_with_hits/2` - `msearch_records_with_hits/2` ## Example iex> Search.search_definition(Image, %{query: %{match_all: %{}}}, %{page_number: 3, page_size: 50}) %{ module: Image, body: %{ size: 50, query: %{match_all: %{}}, from: 100, _source: false, track_total_hits: true }, page_size: 50, page_number: 3 } """ @spec search_definition(index_module(), query_body(), pagination_params()) :: search_definition() def search_definition(module, search_query, pagination_params \\ %{}) do page_number = pagination_params[:page_number] || 1 page_size = pagination_params[:page_size] || 25 search_query = Map.merge(search_query, %{ from: (page_number - 1) * page_size, size: page_size, _source: false, track_total_hits: true }) %{ module: module, body: search_query, page_number: page_number, page_size: page_size } end defp process_results(results, definition) do time = results["took"] count = results["hits"]["total"]["value"] entries = Enum.map(results["hits"]["hits"], &{String.to_integer(&1["_id"]), &1}) Logger.debug("[Search] Query took #{time}ms") Logger.debug("[Search] #{Jason.encode!(definition.body)}") %Scrivener.Page{ entries: entries, page_number: definition.page_number, page_size: definition.page_size, total_entries: count, total_pages: div(count + definition.page_size - 1, definition.page_size) } end @doc """ Given a search definition generated by `search_definition/3`, submit the query and return a `m:Scrivener.Page` of results. The `entries` in the page are a list of tuples of record IDs paired with the hit that generated them. ## Example iex> Search.search_results(definition) %Scrivener.Page{ entries: [{1, %{"_id" => "1", ...}}, ...], page_number: 1, page_size: 25, total_entries: 6, total_pages: 1 } """ @spec search_results(search_definition()) :: Scrivener.Page.t() def search_results(definition) do process_results(search(definition.module, definition.body), definition) end @doc """ Given a list of search definitions, each generated by `search_definition/3`, submit the query and return a corresponding list of `m:Scrivener.Page` for each query. The `entries` in the page are a list of tuples of record IDs paired with the hit that generated them. ## Example iex> Search.msearch_results([definition]) [ %Scrivener.Page{ entries: [{1, %{"_id" => "1", ...}}, ...], page_number: 1, page_size: 25, total_entries: 6, total_pages: 1 } ] """ @spec msearch_results([search_definition()]) :: [Scrivener.Page.t()] def msearch_results(definitions) do Enum.map(Enum.zip(msearch(definitions), definitions), fn {result, definition} -> process_results(result, definition) end) end defp load_records_from_results(results, ecto_queries) do Enum.map(Enum.zip(results, ecto_queries), fn {page, ecto_query} -> {ids, hits} = Enum.unzip(page.entries) records = ecto_query |> where([m], m.id in ^ids) |> Repo.all() |> Enum.sort_by(&Enum.find_index(ids, fn el -> el == &1.id end)) %{page | entries: Enum.zip(records, hits)} end) end @doc """ Given a search definition generated by `search_definition/3`, submit the query and return a `m:Scrivener.Page` of results. The `entries` in the page are a list of tuples of schema structs paired with the hit that generated them. ## Example iex> Search.search_records_with_hits(definition, preload(Image, :tags)) %Scrivener.Page{ entries: [{%Image{id: 1, ...}, %{"_id" => "1", ...}}, ...], page_number: 1, page_size: 25, total_entries: 6, total_pages: 1 } """ @spec search_records_with_hits(search_definition(), queryable()) :: Scrivener.Page.t() def search_records_with_hits(definition, ecto_query) do [page] = load_records_from_results([search_results(definition)], [ecto_query]) page end @doc """ Given a list of search definitions, each generated by `search_definition/3`, submit the query and return a corresponding list of `m:Scrivener.Page` for each query. The `entries` in the page are a list of tuples of schema structs paired with the hit that generated them. ## Example iex> Search.msearch_records_with_hits([definition], [preload(Image, :tags)]) [ %Scrivener.Page{ entries: [{%Image{id: 1, ...}, %{"_id" => "1", ...}}, ...], page_number: 1, page_size: 25, total_entries: 6, total_pages: 1 } ] """ @spec msearch_records_with_hits([search_definition()], [queryable()]) :: [Scrivener.Page.t()] def msearch_records_with_hits(definitions, ecto_queries) do load_records_from_results(msearch_results(definitions), ecto_queries) end @doc """ Given a search definition generated by `search_definition/3`, submit the query and return a `m:Scrivener.Page` of results. The `entries` in the page are a list of schema structs. ## Example iex> Search.search_records(definition, preload(Image, :tags)) %Scrivener.Page{ entries: [%Image{id: 1, ...}, ...], page_number: 1, page_size: 25, total_entries: 6, total_pages: 1 } """ @spec search_records(search_definition(), queryable()) :: Scrivener.Page.t() def search_records(definition, ecto_query) do page = search_records_with_hits(definition, ecto_query) {records, _hits} = Enum.unzip(page.entries) %{page | entries: records} end @doc """ Given a list of search definitions, each generated by `search_definition/3`, submit the query and return a corresponding list of `m:Scrivener.Page` for each query. The `entries` in the page are a list of schema structs. ## Example iex> Search.msearch_records([definition], [preload(Image, :tags)]) [ %Scrivener.Page{ entries: [%Image{id: 1, ...}, ...], page_number: 1, page_size: 25, total_entries: 6, total_pages: 1 } ] """ @spec msearch_records([search_definition()], [queryable()]) :: [Scrivener.Page.t()] def msearch_records(definitions, ecto_queries) do Enum.map(load_records_from_results(msearch_results(definitions), ecto_queries), fn page -> {records, _hits} = Enum.unzip(page.entries) %{page | entries: records} end) end end