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mediaapi: Add missing thumbnail files
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7
src/github.com/matrix-org/dendrite/mediaapi/README.md
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7
src/github.com/matrix-org/dendrite/mediaapi/README.md
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# Media API
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This server is responsible for serving `/media` requests as per:
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http://matrix.org/docs/spec/client_server/r0.2.0.html#id43
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Thumbnailing uses bimg from https://github.com/h2non/bimg (MIT-licensed) which uses libvips from https://github.com/jcupitt/libvips (LGPL v2.1+ -licensed). libvips is a C library and must be installed/built separately. See the github page for details.
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// Copyright 2017 Vector Creations Ltd
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package storage
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import (
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"database/sql"
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"time"
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"github.com/matrix-org/dendrite/mediaapi/types"
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"github.com/matrix-org/gomatrixserverlib"
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)
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const thumbnailSchema = `
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-- The thumbnail table holds metadata for each thumbnail file stored and accessible to the local server,
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-- the actual file is stored separately.
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CREATE TABLE IF NOT EXISTS thumbnail (
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-- The id used to refer to the media.
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-- For uploads to this server this is a base64-encoded sha256 hash of the file data
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-- For media from remote servers, this can be any unique identifier string
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media_id TEXT NOT NULL,
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-- The origin of the media as requested by the client. Should be a homeserver domain.
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media_origin TEXT NOT NULL,
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-- The MIME-type of the thumbnail file.
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content_type TEXT NOT NULL,
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-- Size of the thumbnail file in bytes.
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file_size_bytes BIGINT NOT NULL,
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-- When the thumbnail was generated in UNIX epoch ms.
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creation_ts BIGINT NOT NULL,
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-- The width of the thumbnail
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width INTEGER NOT NULL,
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-- The height of the thumbnail
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height INTEGER NOT NULL,
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-- The resize method used to generate the thumbnail. Can be crop or scale.
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resize_method TEXT NOT NULL
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);
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CREATE UNIQUE INDEX IF NOT EXISTS thumbnail_index ON thumbnail (media_id, media_origin, width, height, resize_method);
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`
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const insertThumbnailSQL = `
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INSERT INTO thumbnail (media_id, media_origin, content_type, file_size_bytes, creation_ts, width, height, resize_method)
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VALUES ($1, $2, $3, $4, $5, $6, $7, $8)
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`
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// Note: this selects one specific thumbnail
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const selectThumbnailSQL = `
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SELECT content_type, file_size_bytes, creation_ts FROM thumbnail WHERE media_id = $1 AND media_origin = $2 AND width = $3 AND height = $4 AND resize_method = $5
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`
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// Note: this selects all thumbnails for a media_origin and media_id
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const selectThumbnailsSQL = `
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SELECT content_type, file_size_bytes, creation_ts, width, height, resize_method FROM thumbnail WHERE media_id = $1 AND media_origin = $2
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`
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type thumbnailStatements struct {
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insertThumbnailStmt *sql.Stmt
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selectThumbnailStmt *sql.Stmt
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selectThumbnailsStmt *sql.Stmt
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}
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func (s *thumbnailStatements) prepare(db *sql.DB) (err error) {
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_, err = db.Exec(thumbnailSchema)
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if err != nil {
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return
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}
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return statementList{
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{&s.insertThumbnailStmt, insertThumbnailSQL},
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{&s.selectThumbnailStmt, selectThumbnailSQL},
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{&s.selectThumbnailsStmt, selectThumbnailsSQL},
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}.prepare(db)
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}
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func (s *thumbnailStatements) insertThumbnail(thumbnailMetadata *types.ThumbnailMetadata) error {
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thumbnailMetadata.MediaMetadata.CreationTimestamp = types.UnixMs(time.Now().UnixNano() / 1000000)
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_, err := s.insertThumbnailStmt.Exec(
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thumbnailMetadata.MediaMetadata.MediaID,
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thumbnailMetadata.MediaMetadata.Origin,
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thumbnailMetadata.MediaMetadata.ContentType,
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thumbnailMetadata.MediaMetadata.FileSizeBytes,
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thumbnailMetadata.MediaMetadata.CreationTimestamp,
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thumbnailMetadata.ThumbnailSize.Width,
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thumbnailMetadata.ThumbnailSize.Height,
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thumbnailMetadata.ThumbnailSize.ResizeMethod,
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)
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return err
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}
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func (s *thumbnailStatements) selectThumbnail(mediaID types.MediaID, mediaOrigin gomatrixserverlib.ServerName, width, height int, resizeMethod string) (*types.ThumbnailMetadata, error) {
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thumbnailMetadata := types.ThumbnailMetadata{
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MediaMetadata: &types.MediaMetadata{
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MediaID: mediaID,
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Origin: mediaOrigin,
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},
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ThumbnailSize: types.ThumbnailSize{
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Width: width,
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Height: height,
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ResizeMethod: resizeMethod,
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},
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}
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err := s.selectThumbnailStmt.QueryRow(
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thumbnailMetadata.MediaMetadata.MediaID,
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thumbnailMetadata.MediaMetadata.Origin,
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thumbnailMetadata.ThumbnailSize.Width,
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thumbnailMetadata.ThumbnailSize.Height,
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thumbnailMetadata.ThumbnailSize.ResizeMethod,
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).Scan(
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&thumbnailMetadata.MediaMetadata.ContentType,
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&thumbnailMetadata.MediaMetadata.FileSizeBytes,
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&thumbnailMetadata.MediaMetadata.CreationTimestamp,
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)
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return &thumbnailMetadata, err
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}
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func (s *thumbnailStatements) selectThumbnails(mediaID types.MediaID, mediaOrigin gomatrixserverlib.ServerName) ([]*types.ThumbnailMetadata, error) {
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rows, err := s.selectThumbnailsStmt.Query(
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mediaID, mediaOrigin,
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)
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if err != nil {
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return nil, err
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}
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var thumbnails []*types.ThumbnailMetadata
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for rows.Next() {
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thumbnailMetadata := types.ThumbnailMetadata{
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MediaMetadata: &types.MediaMetadata{
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MediaID: mediaID,
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Origin: mediaOrigin,
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},
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}
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err = rows.Scan(
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&thumbnailMetadata.MediaMetadata.ContentType,
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&thumbnailMetadata.MediaMetadata.FileSizeBytes,
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&thumbnailMetadata.MediaMetadata.CreationTimestamp,
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&thumbnailMetadata.ThumbnailSize.Width,
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&thumbnailMetadata.ThumbnailSize.Height,
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&thumbnailMetadata.ThumbnailSize.ResizeMethod,
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)
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if err != nil {
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return nil, err
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}
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thumbnails = append(thumbnails, &thumbnailMetadata)
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}
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return thumbnails, err
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}
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@ -0,0 +1,416 @@
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// Copyright 2017 Vector Creations Ltd
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package thumbnailer
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import (
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"fmt"
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"math"
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"os"
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"path/filepath"
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"sync"
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"time"
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log "github.com/Sirupsen/logrus"
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"github.com/matrix-org/dendrite/mediaapi/storage"
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"github.com/matrix-org/dendrite/mediaapi/types"
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"gopkg.in/h2non/bimg.v1"
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)
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type thumbnailMetrics struct {
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isSmaller int
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aspect float64
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size float64
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methodMismatch int
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fileSize types.FileSizeBytes
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}
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// thumbnailTemplate is the filename template for thumbnails
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const thumbnailTemplate = "thumbnail-%vx%v-%v"
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// GenerateThumbnails generates the configured thumbnail sizes for the source file
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func GenerateThumbnails(src types.Path, configs []types.ThumbnailSize, mediaMetadata *types.MediaMetadata, activeThumbnailGeneration *types.ActiveThumbnailGeneration, db *storage.Database, logger *log.Entry) error {
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buffer, err := bimg.Read(string(src))
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if err != nil {
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logger.WithError(err).WithField("src", src).Error("Failed to read src file")
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return err
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}
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for _, config := range configs {
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// Note: createThumbnail does locking based on activeThumbnailGeneration
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if err = createThumbnail(src, buffer, config, mediaMetadata, activeThumbnailGeneration, db, logger); err != nil {
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logger.WithError(err).WithField("src", src).Error("Failed to generate thumbnails")
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return err
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}
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}
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return nil
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}
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// GenerateThumbnail generates the configured thumbnail size for the source file
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func GenerateThumbnail(src types.Path, config types.ThumbnailSize, mediaMetadata *types.MediaMetadata, activeThumbnailGeneration *types.ActiveThumbnailGeneration, db *storage.Database, logger *log.Entry) error {
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buffer, err := bimg.Read(string(src))
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if err != nil {
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logger.WithError(err).WithFields(log.Fields{
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"src": src,
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}).Error("Failed to read src file")
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return err
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}
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// Note: createThumbnail does locking based on activeThumbnailGeneration
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if err = createThumbnail(src, buffer, config, mediaMetadata, activeThumbnailGeneration, db, logger); err != nil {
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logger.WithError(err).WithFields(log.Fields{
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"src": src,
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}).Error("Failed to generate thumbnails")
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return err
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}
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return nil
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}
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// GetThumbnailPath returns the path to a thumbnail given the absolute src path and thumbnail size configuration
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func GetThumbnailPath(src types.Path, config types.ThumbnailSize) types.Path {
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srcDir := filepath.Dir(string(src))
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return types.Path(filepath.Join(
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srcDir,
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fmt.Sprintf(thumbnailTemplate, config.Width, config.Height, config.ResizeMethod),
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))
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}
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// SelectThumbnail compares the (potentially) available thumbnails with the desired thumbnail and returns the best match
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// The algorithm is very similar to what was implemented in Synapse
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// In order of priority unless absolute, the following metrics are compared; the image is:
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// * the same size or larger than requested
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// * if a cropped image is desired, has an aspect ratio close to requested
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// * has a size close to requested
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// * if a cropped image is desired, prefer the same method, if scaled is desired, absolutely require scaled
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// * has a small file size
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// If a pre-generated thumbnail size is the best match, but it has not been generated yet, the caller can use the returned size to generate it.
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// Returns nil if no thumbnail matches the criteria
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func SelectThumbnail(desired types.ThumbnailSize, thumbnails []*types.ThumbnailMetadata, thumbnailSizes []types.ThumbnailSize) (*types.ThumbnailMetadata, *types.ThumbnailSize) {
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var chosenThumbnail *types.ThumbnailMetadata
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var chosenThumbnailSize *types.ThumbnailSize
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chosenMetrics := newThumbnailMetrics()
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for _, thumbnail := range thumbnails {
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if desired.ResizeMethod == "scale" && thumbnail.ThumbnailSize.ResizeMethod != "scale" {
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continue
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}
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metrics := calcThumbnailMetrics(thumbnail.ThumbnailSize, thumbnail.MediaMetadata, desired)
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// Note: the result will be -1 for better than, 0 for the same as and 1 for worse than. Take better results only.
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result := compareThumbnailMetrics(metrics, chosenMetrics, desired.ResizeMethod == "crop")
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if result == -1 {
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chosenMetrics = metrics
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chosenThumbnail = thumbnail
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}
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}
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for _, thumbnailSize := range thumbnailSizes {
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if desired.ResizeMethod == "scale" && thumbnailSize.ResizeMethod != "scale" {
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continue
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}
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metrics := calcThumbnailMetrics(thumbnailSize, nil, desired)
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// Note: the result will be -1 for better than, 0 for the same as and 1 for worse than. Take better results only.
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result := compareThumbnailMetrics(metrics, chosenMetrics, desired.ResizeMethod == "crop")
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if result == -1 {
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chosenMetrics = metrics
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chosenThumbnailSize = &types.ThumbnailSize{
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Width: thumbnailSize.Width,
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Height: thumbnailSize.Height,
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ResizeMethod: thumbnailSize.ResizeMethod,
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}
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}
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}
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return chosenThumbnail, chosenThumbnailSize
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}
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// createThumbnail checks if the thumbnail exists, and if not, generates it
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// Thumbnail generation is only done once for each non-existing thumbnail.
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func createThumbnail(src types.Path, buffer []byte, config types.ThumbnailSize, mediaMetadata *types.MediaMetadata, activeThumbnailGeneration *types.ActiveThumbnailGeneration, db *storage.Database, logger *log.Entry) (errorReturn error) {
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dst := GetThumbnailPath(src, config)
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// Note: getActiveThumbnailGeneration uses mutexes and conditions from activeThumbnailGeneration
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isActive, err := getActiveThumbnailGeneration(dst, config, activeThumbnailGeneration, logger)
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if err != nil {
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return err
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}
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if isActive {
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// Note: This is an active request that MUST broadcastGeneration to wake up waiting goroutines!
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// Note: broadcastGeneration uses mutexes and conditions from activeThumbnailGeneration
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defer func() {
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// Note: errorReturn is the named return variable so we wrap this in a closure to re-evaluate the arguments at defer-time
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if err := recover(); err != nil {
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broadcastGeneration(dst, activeThumbnailGeneration, config, err.(error), logger)
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panic(err)
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}
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broadcastGeneration(dst, activeThumbnailGeneration, config, errorReturn, logger)
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}()
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}
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// Check if the thumbnail exists.
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thumbnailMetadata, err := db.GetThumbnail(mediaMetadata.MediaID, mediaMetadata.Origin, config.Width, config.Height, config.ResizeMethod)
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if err != nil {
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logger.WithFields(log.Fields{
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"Width": config.Width,
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"Height": config.Height,
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"ResizeMethod": config.ResizeMethod,
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}).Error("Failed to query database for thumbnail.")
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return err
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}
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if thumbnailMetadata != nil {
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return nil
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}
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// Note: The double-negative is intentional as os.IsExist(err) != !os.IsNotExist(err).
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// The functions are error checkers to be used in different cases.
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if _, err = os.Stat(string(dst)); !os.IsNotExist(err) {
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// Thumbnail exists
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return nil
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}
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if isActive == false {
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// Note: This should not happen, but we check just in case.
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logger.WithFields(log.Fields{
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"Width": config.Width,
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"Height": config.Height,
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"ResizeMethod": config.ResizeMethod,
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}).Error("Failed to stat file but this is not the active thumbnail generator. This should not happen.")
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return fmt.Errorf("Not active thumbnail generator. Stat error: %q", err)
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}
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start := time.Now()
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||||||
|
width, height, err := resize(dst, buffer, config.Width, config.Height, config.ResizeMethod == "crop", logger)
|
||||||
|
if err != nil {
|
||||||
|
return err
|
||||||
|
}
|
||||||
|
logger.WithFields(log.Fields{
|
||||||
|
"Width": config.Width,
|
||||||
|
"Height": config.Height,
|
||||||
|
"ActualWidth": width,
|
||||||
|
"ActualHeight": height,
|
||||||
|
"ResizeMethod": config.ResizeMethod,
|
||||||
|
"processTime": time.Now().Sub(start),
|
||||||
|
}).Info("Generated thumbnail")
|
||||||
|
|
||||||
|
stat, err := os.Stat(string(dst))
|
||||||
|
if err != nil {
|
||||||
|
return err
|
||||||
|
}
|
||||||
|
|
||||||
|
thumbnailMetadata = &types.ThumbnailMetadata{
|
||||||
|
MediaMetadata: &types.MediaMetadata{
|
||||||
|
MediaID: mediaMetadata.MediaID,
|
||||||
|
Origin: mediaMetadata.Origin,
|
||||||
|
// Note: the code currently always creates a JPEG thumbnail
|
||||||
|
ContentType: types.ContentType("image/jpeg"),
|
||||||
|
FileSizeBytes: types.FileSizeBytes(stat.Size()),
|
||||||
|
},
|
||||||
|
ThumbnailSize: types.ThumbnailSize{
|
||||||
|
Width: width,
|
||||||
|
Height: height,
|
||||||
|
ResizeMethod: config.ResizeMethod,
|
||||||
|
},
|
||||||
|
}
|
||||||
|
|
||||||
|
err = db.StoreThumbnail(thumbnailMetadata)
|
||||||
|
if err != nil {
|
||||||
|
logger.WithError(err).WithFields(log.Fields{
|
||||||
|
"Width": config.Width,
|
||||||
|
"Height": config.Height,
|
||||||
|
"ActualWidth": width,
|
||||||
|
"ActualHeight": height,
|
||||||
|
"ResizeMethod": config.ResizeMethod,
|
||||||
|
}).Error("Failed to store thumbnail metadata in database.")
|
||||||
|
return err
|
||||||
|
}
|
||||||
|
|
||||||
|
return nil
|
||||||
|
}
|
||||||
|
|
||||||
|
// getActiveThumbnailGeneration checks for active thumbnail generation
|
||||||
|
func getActiveThumbnailGeneration(dst types.Path, config types.ThumbnailSize, activeThumbnailGeneration *types.ActiveThumbnailGeneration, logger *log.Entry) (bool, error) {
|
||||||
|
// Check if there is active thumbnail generation.
|
||||||
|
activeThumbnailGeneration.Lock()
|
||||||
|
defer activeThumbnailGeneration.Unlock()
|
||||||
|
if activeThumbnailGenerationResult, ok := activeThumbnailGeneration.PathToResult[string(dst)]; ok {
|
||||||
|
logger.WithFields(log.Fields{
|
||||||
|
"Width": config.Width,
|
||||||
|
"Height": config.Height,
|
||||||
|
"ResizeMethod": config.ResizeMethod,
|
||||||
|
}).Info("Waiting for another goroutine to generate the thumbnail.")
|
||||||
|
|
||||||
|
// NOTE: Wait unlocks and locks again internally. There is still a deferred Unlock() that will unlock this.
|
||||||
|
activeThumbnailGenerationResult.Cond.Wait()
|
||||||
|
// Note: either there is an error or it is nil, either way returning it is correct
|
||||||
|
return false, activeThumbnailGenerationResult.Err
|
||||||
|
}
|
||||||
|
|
||||||
|
// No active thumbnail generation so create one
|
||||||
|
activeThumbnailGeneration.PathToResult[string(dst)] = &types.ThumbnailGenerationResult{
|
||||||
|
Cond: &sync.Cond{L: activeThumbnailGeneration},
|
||||||
|
}
|
||||||
|
|
||||||
|
return true, nil
|
||||||
|
}
|
||||||
|
|
||||||
|
// broadcastGeneration broadcasts that thumbnail generation completed and the error to all waiting goroutines
|
||||||
|
// Note: This should only be called by the owner of the activeThumbnailGenerationResult
|
||||||
|
func broadcastGeneration(dst types.Path, activeThumbnailGeneration *types.ActiveThumbnailGeneration, config types.ThumbnailSize, errorReturn error, logger *log.Entry) {
|
||||||
|
activeThumbnailGeneration.Lock()
|
||||||
|
defer activeThumbnailGeneration.Unlock()
|
||||||
|
if activeThumbnailGenerationResult, ok := activeThumbnailGeneration.PathToResult[string(dst)]; ok {
|
||||||
|
logger.WithFields(log.Fields{
|
||||||
|
"Width": config.Width,
|
||||||
|
"Height": config.Height,
|
||||||
|
"ResizeMethod": config.ResizeMethod,
|
||||||
|
}).Info("Signalling other goroutines waiting for this goroutine to generate the thumbnail.")
|
||||||
|
// Note: retErr is a named return value error that is signalled from here to waiting goroutines
|
||||||
|
activeThumbnailGenerationResult.Err = errorReturn
|
||||||
|
activeThumbnailGenerationResult.Cond.Broadcast()
|
||||||
|
}
|
||||||
|
delete(activeThumbnailGeneration.PathToResult, string(dst))
|
||||||
|
}
|
||||||
|
|
||||||
|
// resize scales an image to fit within the provided width and height
|
||||||
|
// If the source aspect ratio is different to the target dimensions, one edge will be smaller than requested
|
||||||
|
// If crop is set to true, the image will be scaled to fill the width and height with any excess being cropped off
|
||||||
|
func resize(dst types.Path, buffer []byte, w, h int, crop bool, logger *log.Entry) (int, int, error) {
|
||||||
|
inImage := bimg.NewImage(buffer)
|
||||||
|
|
||||||
|
inSize, err := inImage.Size()
|
||||||
|
if err != nil {
|
||||||
|
return -1, -1, err
|
||||||
|
}
|
||||||
|
|
||||||
|
options := bimg.Options{
|
||||||
|
Type: bimg.JPEG,
|
||||||
|
Quality: 85,
|
||||||
|
}
|
||||||
|
if crop {
|
||||||
|
options.Width = w
|
||||||
|
options.Height = h
|
||||||
|
options.Crop = true
|
||||||
|
} else {
|
||||||
|
inAR := float64(inSize.Width) / float64(inSize.Height)
|
||||||
|
outAR := float64(w) / float64(h)
|
||||||
|
|
||||||
|
if inAR > outAR {
|
||||||
|
// input has wider AR than requested output so use requested width and calculate height to match input AR
|
||||||
|
options.Width = w
|
||||||
|
options.Height = int(float64(w) / inAR)
|
||||||
|
} else {
|
||||||
|
// input has narrower AR than requested output so use requested height and calculate width to match input AR
|
||||||
|
options.Width = int(float64(h) * inAR)
|
||||||
|
options.Height = h
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
newImage, err := inImage.Process(options)
|
||||||
|
if err != nil {
|
||||||
|
return -1, -1, err
|
||||||
|
}
|
||||||
|
|
||||||
|
if err = bimg.Write(string(dst), newImage); err != nil {
|
||||||
|
logger.WithError(err).Error("Failed to resize image")
|
||||||
|
return -1, -1, err
|
||||||
|
}
|
||||||
|
|
||||||
|
return options.Width, options.Height, nil
|
||||||
|
}
|
||||||
|
|
||||||
|
// init with worst values
|
||||||
|
func newThumbnailMetrics() thumbnailMetrics {
|
||||||
|
return thumbnailMetrics{
|
||||||
|
isSmaller: 1,
|
||||||
|
aspect: float64(16384 * 16384),
|
||||||
|
size: float64(16384 * 16384),
|
||||||
|
methodMismatch: 0,
|
||||||
|
fileSize: types.FileSizeBytes(math.MaxInt64),
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
func calcThumbnailMetrics(size types.ThumbnailSize, metadata *types.MediaMetadata, desired types.ThumbnailSize) thumbnailMetrics {
|
||||||
|
dW := desired.Width
|
||||||
|
dH := desired.Height
|
||||||
|
tW := size.Width
|
||||||
|
tH := size.Height
|
||||||
|
|
||||||
|
metrics := newThumbnailMetrics()
|
||||||
|
// In all cases, a larger metric value is a worse fit.
|
||||||
|
// compare size: thumbnail smaller is true and gives 1, larger is false and gives 0
|
||||||
|
metrics.isSmaller = boolToInt(tW < dW || tH < dH)
|
||||||
|
// comparison of aspect ratios only makes sense for a request for desired cropped
|
||||||
|
metrics.aspect = math.Abs(float64(dW*tH - dH*tW))
|
||||||
|
// compare sizes
|
||||||
|
metrics.size = math.Abs(float64((dW - tW) * (dH - tH)))
|
||||||
|
// compare resize method
|
||||||
|
metrics.methodMismatch = boolToInt(size.ResizeMethod != desired.ResizeMethod)
|
||||||
|
if metadata != nil {
|
||||||
|
// file size
|
||||||
|
metrics.fileSize = metadata.FileSizeBytes
|
||||||
|
}
|
||||||
|
|
||||||
|
return metrics
|
||||||
|
}
|
||||||
|
|
||||||
|
func boolToInt(b bool) int {
|
||||||
|
if b {
|
||||||
|
return 1
|
||||||
|
}
|
||||||
|
return 0
|
||||||
|
}
|
||||||
|
|
||||||
|
func compareThumbnailMetrics(a thumbnailMetrics, b thumbnailMetrics, desiredCrop bool) int {
|
||||||
|
// preference means returning -1
|
||||||
|
|
||||||
|
// prefer images that are not smaller
|
||||||
|
// e.g. isSmallerDiff > 0 means b is smaller than desired and a is not smaller
|
||||||
|
if a.isSmaller > b.isSmaller {
|
||||||
|
return 1
|
||||||
|
} else if a.isSmaller < b.isSmaller {
|
||||||
|
return -1
|
||||||
|
}
|
||||||
|
|
||||||
|
// prefer aspect ratios closer to desired only if desired cropped
|
||||||
|
// only cropped images have differing aspect ratios
|
||||||
|
// desired scaled only accepts scaled images
|
||||||
|
if desiredCrop {
|
||||||
|
if a.aspect > b.aspect {
|
||||||
|
return 1
|
||||||
|
} else if a.aspect < b.aspect {
|
||||||
|
return -1
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// prefer closer in size
|
||||||
|
if a.size > b.size {
|
||||||
|
return 1
|
||||||
|
} else if a.size < b.size {
|
||||||
|
return -1
|
||||||
|
}
|
||||||
|
|
||||||
|
// prefer images using the same method
|
||||||
|
// e.g. methodMismatchDiff > 0 means b's method is different from desired and a's matches the desired method
|
||||||
|
if a.methodMismatch > b.methodMismatch {
|
||||||
|
return 1
|
||||||
|
} else if a.methodMismatch < b.methodMismatch {
|
||||||
|
return -1
|
||||||
|
}
|
||||||
|
|
||||||
|
// prefer smaller files
|
||||||
|
if a.fileSize > b.fileSize {
|
||||||
|
return 1
|
||||||
|
} else if a.fileSize < b.fileSize {
|
||||||
|
return -1
|
||||||
|
}
|
||||||
|
|
||||||
|
return 0
|
||||||
|
}
|
||||||
Loading…
Reference in a new issue