def plot(self) -> Chart:
analysis = RecipesPopularityAnalysis(RecipeScope())
df = analysis.popularity_per_style(num_top=8, top_months=self.period_months)
if len(df) <= 1: # 1, because a single data point is also meaningless
raise NoDataException()
figure = LinesChart(force_legend=True).plot(df, 'month', 'recipes_percent', 'beer_style', 'Month/Year', '% of All Recipes')
return Chart(figure, height=Chart.DEFAULT_HEIGHT * 0.66, title=self.get_chart_title())
def plot(self) -> Chart:
analysis = RecipesTrendAnalysis(RecipeScope())
df = analysis.trending_styles(trend_window_months=self.period_months)
if len(df) == 0:
raise NoDataException()
figure = LinesChart(force_legend=True).plot(df, 'month', 'recipes_percent', 'beer_style', None, '% of All Recipes')
return Chart(figure, title=self.get_chart_title())
def __init__(self, yeast: Yeast) -> None:
self.yeast = yeast
self.recipe_scope = RecipeScope()
self.recipe_scope.yeast_scope = YeastScope()
self.recipe_scope.yeast_scope.yeasts = [yeast]
self.yeast_projection = YeastProjection()
self.yeast_projection.yeasts = [yeast]
def __init__(self, hop: Hop) -> None:
self.hop = hop
self.hop_scope = HopScope()
self.hop_scope.hops = [hop]
self.recipe_scope = RecipeScope()
self.recipe_scope.hop_scope = self.hop_scope
self.hop_projection = HopProjection()
self.hop_projection.hops = [hop]
def __init__(self, fermentable: Fermentable) -> None:
self.fermentable = fermentable
self.fermentable_scope = FermentableScope()
self.fermentable_scope.fermentables = [fermentable]
self.recipe_scope = RecipeScope()
self.recipe_scope.fermentable_scope = self.fermentable_scope
self.fermentable_projection = FermentableProjection()
self.fermentable_projection.fermentables = [fermentable]
def plot(self) -> Chart:
projection = YeastProjection()
if self.filter_param in YEAST_FILTER_TO_TYPES:
projection.types = YEAST_FILTER_TO_TYPES[self.filter_param]
analysis = RecipesPopularityAnalysis(RecipeScope())
df = analysis.popularity_per_yeast(projection, num_top=8, top_months=self.period_months)
if len(df) <= 1: # 1, because a single data point is also meaningless
raise NoDataException()
figure = LinesChart(force_legend=True).plot(df, 'month', 'recipes_percent', 'yeast', 'Month/Year', '% of All Recipes')
return Chart(figure, height=Chart.DEFAULT_HEIGHT * 0.66, title=self.get_chart_title())
def plot(self) -> Chart:
projection = YeastProjection()
if self.filter_param in YEAST_FILTER_TO_TYPES:
projection.types = YEAST_FILTER_TO_TYPES[self.filter_param]
analysis = RecipesTrendAnalysis(RecipeScope())
df = analysis.trending_yeasts(projection, trend_window_months=self.period_months)
if len(df) == 0:
raise NoDataException()
figure = LinesChart(force_legend=True).plot(df, 'month', 'recipes_percent', 'yeast', None, '% of All Recipes')
return Chart(figure, title=self.get_chart_title())
def get_scope(request: HttpRequest) -> RecipeScope:
scope = RecipeScope()
# Update values in data.ts when limits are changed
if 'styles' in request.GET:
scope.styles = get_styles(str(request.GET['styles']))
if 'ibu' in request.GET:
(scope.ibu_min, scope.ibu_max) = get_min_max(str(request.GET['ibu']),
0, 301)
if 'abv' in request.GET:
(scope.abv_min, scope.abv_max) = get_min_max(str(request.GET['abv']),
0, 21)
if 'srm' in request.GET:
(scope.srm_min, scope.srm_max) = get_min_max(str(request.GET['srm']),
0, 101)
if 'og' in request.GET:
(scope.og_min, scope.og_max) = get_min_max(str(request.GET['og']),
1000,
1151,
factor=0.001)
return scope
def common_styles_relative(self,
num_top: Optional[int] = None) -> DataFrame:
df = self._common_styles_data()
if len(df) == 0:
return df
# Calculate percent
recipes_per_style = RecipesCountAnalysis(RecipeScope()).per_style()
df = df.merge(recipes_per_style, on="style_id")
df['recipes_percent'] = df['recipes'] / df['total_recipes']
df = df.sort_values('recipes_percent', ascending=False)
return self._return(df, num_top)
def popularity(self) -> DataFrame:
analysis = RecipesPopularityAnalysis(RecipeScope())
return analysis.popularity_per_yeast(self.yeast_projection)
def pairings(self) -> DataFrame:
analysis = HopPairingAnalysis(RecipeScope())
return analysis.pairings(self.hop_projection)
def amount_per_use(self) -> DataFrame:
analysis = HopAmountAnalysis(RecipeScope())
return analysis.per_use(self.hop_projection)
def popularity(self) -> DataFrame:
analysis = RecipesPopularityAnalysis(RecipeScope())
return analysis.popularity_per_fermentable(self.fermentable_projection)
def popularity(self) -> DataFrame:
analysis = RecipesPopularityAnalysis(RecipeScope())
projection = StyleProjection()
projection.styles = list(self.style.get_style_including_sub_styles())
return analysis.popularity_per_style(projection)
def __init__(self, style: Style) -> None:
self.style = style
self.recipe_scope = RecipeScope()
self.recipe_scope.styles = [style]