improve data extraction, parser and added tests
This commit is contained in:
+106
-56
@@ -2,6 +2,7 @@ package scraper
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import (
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"fmt"
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"github.com/PuerkitoBio/goquery"
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"log/slog"
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"regexp"
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"sort"
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@@ -42,12 +43,16 @@ func (e Episode) ToEpisodeParams(tvShowID int32) sqlc.CreateEpisodesParams {
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}
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const (
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titleSelector = "h2.sc-b8cc654b-9.dmvgRY"
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seasonsSelector = "ul.ipc-tabs a[data-testid='tab-season-entry']"
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episodesSelector = "section.sc-1e7f96be-0.ZaQIL"
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nextSeasonButtonSelector = "#next-season-btn"
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imdbEpisodesURL = "https://www.imdb.com/title/%s/episodes?season=%d"
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visitURL = "https://www.imdb.com/title/%s/episodes"
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titleSelector = "h2.sc-b8cc654b-9.dmvgRY"
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seasonsSelector = "ul.ipc-tabs a[data-testid='tab-season-entry']"
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episodeCardSelector = "article.sc-f8507e90-1.cHtpvn.episode-item-wrapper"
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seasonEpisodeAndTitleSelector = "div.ipc-title__text"
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releasedDateSelector = "span.sc-ccd6e31b-10.dYquTu"
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plotSelector = "div.sc-ccd6e31b-11.cVKeME"
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starRatingSelector = "span.ipc-rating-star--rating"
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voteCountSelector = "span.ipc-rating-star--voteCount"
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imdbEpisodesURL = "https://www.imdb.com/title/%s/episodes/?season=%d"
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visitURL = "https://www.imdb.com/title/%s/episodes"
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)
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func ScrapeEpisodes(ttImdb string) (string, []Episode) {
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@@ -87,12 +92,12 @@ func ScrapeEpisodes(ttImdb string) (string, []Episode) {
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}
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sort.Ints(uniqueSeasons)
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episodeCollector := c.Clone()
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episodeCollector.OnHTML(episodesSelector, func(e *colly.HTMLElement) {
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seasonEpisodes := extractEpisodesFromSeason(e.Text)
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allSeasons = append(allSeasons, seasonEpisodes...)
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episodeCollector.OnResponse(func(r *colly.Response) {
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slog.Info("response", "url", r.Request.URL)
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season := extractEpisodesFromSeason(string(r.Body))
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allSeasons = append(allSeasons, season...)
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})
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for _, seasonNum := range uniqueSeasons {
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@@ -107,57 +112,102 @@ func ScrapeEpisodes(ttImdb string) (string, []Episode) {
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c.Visit(fmt.Sprintf(visitURL, ttImdb))
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c.Wait()
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slog.Info("scraped all seasons", "seasons", allSeasons)
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slog.Info("scraped all seasons", "length", len(allSeasons))
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return title, allSeasons
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}
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func extractEpisodesFromSeason(data string) []Episode {
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slog.Info("extracting episodes", "data", data)
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const pattern = `(S\d+\.E\d+)\s∙\s(.*?)` +
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`(Mon|Tue|Wed|Thu|Fri|Sat|Sun),\s` +
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`(.*?),\s(\d{4})(.*?)` +
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`(\d\.\d{1,2}\/10) \((\d+K)\)Rate`
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re := regexp.MustCompile(pattern)
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matches := re.FindAllStringSubmatch(data, -1)
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episodes := make([]Episode, 0, len(matches))
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slog.Info("matches", "num", len(matches))
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for _, match := range matches {
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var episode Episode
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seasonEpisode := match[1]
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name := strings.TrimSpace(match[2])
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day := match[3]
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dateRest := strings.TrimSpace(match[4])
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year := match[5]
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plot := strings.TrimSpace(match[6])
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rate := match[7]
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voteCount := match[8]
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seasonNum := strings.TrimPrefix(strings.Split(seasonEpisode, ".")[0], "S")
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episodeNum := strings.TrimPrefix(strings.Split(seasonEpisode, ".")[1], "E")
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votesInt, _ := strconv.Atoi(strings.TrimSuffix(strings.TrimSuffix(voteCount, "K"), "K"))
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rateFloat, _ := strconv.ParseFloat(strings.TrimSuffix(rate, "/10"), 32)
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episode.Name = name
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episode.Episode, _ = strconv.Atoi(episodeNum)
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episode.Season, _ = strconv.Atoi(seasonNum)
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episode.Released, _ = time.Parse("Mon, Jan 2, 2006", fmt.Sprintf("%s, %s, %s", day, dateRest, year))
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episode.Plot = plot
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episode.Rate = float32(rateFloat)
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episode.VoteCount = votesInt * 1000
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episodes = append(episodes, episode)
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doc, err := goquery.NewDocumentFromReader(strings.NewReader(data))
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if err != nil {
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slog.Error("error parsing html")
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return []Episode{}
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}
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var episodes []Episode
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doc.Find(episodeCardSelector).Each(func(i int, s *goquery.Selection) {
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var episode Episode
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seasonEpisodeTitle := s.Find(seasonEpisodeAndTitleSelector).Text()
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episode.Season, episode.Episode, episode.Name = parseSeasonEpisodeTitle(seasonEpisodeTitle)
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releasedDate := s.Find(releasedDateSelector).Text()
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episode.Released = parseReleasedDate(releasedDate)
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plot := s.Find(plotSelector).Text()
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if plot == "Add a plot" {
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episode.Plot = ""
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} else {
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episode.Plot = plot
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}
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starRating := s.Find(starRatingSelector).Text()
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episode.Rate = parseStarRating(starRating)
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voteCount := s.Find(voteCountSelector).Text()
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slog.Info("vote count", "count", voteCount)
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episode.VoteCount = parseVoteCount(voteCount)
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episodes = append(episodes, episode)
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})
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slog.Info("extracted episodes", "length", len(episodes))
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return episodes
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}
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func parseSeasonEpisodeTitle(input string) (int, int, string) {
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re := regexp.MustCompile(`S(\d+)\.E(\d+)\s*∙\s*(.+)`)
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matches := re.FindStringSubmatch(input)
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if len(matches) != 4 {
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return 0, 0, ""
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}
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seasonNum, err1 := strconv.Atoi(matches[1])
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episodeNum, err2 := strconv.Atoi(matches[2])
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name := strings.TrimSpace(matches[3])
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if err1 != nil || err2 != nil {
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return 0, 0, ""
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}
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return seasonNum, episodeNum, name
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}
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func parseReleasedDate(releasedDate string) time.Time {
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const layout = "Mon, Jan 2, 2006"
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parsedDate, err := time.Parse(layout, releasedDate)
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if err != nil {
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slog.Error("error parsing date", "date", releasedDate)
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return time.Time{}
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}
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return parsedDate
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}
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func parseStarRating(starRating string) float32 {
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rating, err := strconv.ParseFloat(starRating, 32)
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if err != nil || rating < 0 || rating > 10 {
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slog.Warn("error parsing rating, out of limits", "rating", starRating)
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return 0
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}
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return float32(rating)
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}
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func parseVoteCount(voteCount string) int {
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re := regexp.MustCompile(`\(([\d.]+)(K?)\)`)
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matches := re.FindStringSubmatch(voteCount)
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if len(matches) != 3 {
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slog.Error("error parsing vote count", "count", voteCount)
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return 0
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}
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num, err := strconv.ParseFloat(matches[1], 64)
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if err != nil {
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slog.Error("error parsing vote count", "count", voteCount)
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return 0
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}
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if matches[2] == "K" {
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num *= 1000
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}
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return int(num)
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}
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