# -*- coding: utf-8 -*- try: import matplotlib.pyplot as plt import matplotlib.patches as patches except ImportError: _HAS_MPL = False else: _HAS_MPL = True class PlotMethods(object): def __call__(self, table, kind='text', filename=None): """Plot elements found on PDF page based on kind specified, useful for debugging and playing with different parameters to get the best output. Parameters ---------- table: camelot.core.Table A Camelot Table. kind : str, optional (default: 'text') {'text', 'grid', 'contour', 'joint', 'line'} The element type for which a plot should be generated. filepath: str, optional (default: None) Absolute path for saving the generated plot. Returns ------- fig : matplotlib.fig.Figure """ if not _HAS_MPL: raise ImportError('matplotlib is required for plotting.') if table.flavor == 'lattice' and kind in ['textedge']: raise NotImplementedError("Lattice flavor does not support kind='{}'".format( kind)) elif table.flavor == 'stream' and kind in ['joint', 'line']: raise NotImplementedError("Stream flavor does not support kind='{}'".format( kind)) plot_method = getattr(self, kind) return plot_method(table) def text(self, table): """Generates a plot for all text elements present on the PDF page. Parameters ---------- table : camelot.core.Table Returns ------- fig : matplotlib.fig.Figure """ fig = plt.figure() ax = fig.add_subplot(111, aspect='equal') xs, ys = [], [] for t in table._text: xs.extend([t[0], t[2]]) ys.extend([t[1], t[3]]) ax.add_patch( patches.Rectangle( (t[0], t[1]), t[2] - t[0], t[3] - t[1] ) ) ax.set_xlim(min(xs) - 10, max(xs) + 10) ax.set_ylim(min(ys) - 10, max(ys) + 10) return fig def grid(self, table): """Generates a plot for the detected table grids on the PDF page. Parameters ---------- table : camelot.core.Table Returns ------- fig : matplotlib.fig.Figure """ fig = plt.figure() ax = fig.add_subplot(111, aspect='equal') for row in table.cells: for cell in row: if cell.left: ax.plot([cell.lb[0], cell.lt[0]], [cell.lb[1], cell.lt[1]]) if cell.right: ax.plot([cell.rb[0], cell.rt[0]], [cell.rb[1], cell.rt[1]]) if cell.top: ax.plot([cell.lt[0], cell.rt[0]], [cell.lt[1], cell.rt[1]]) if cell.bottom: ax.plot([cell.lb[0], cell.rb[0]], [cell.lb[1], cell.rb[1]]) return fig def contour(self, table): """Generates a plot for all table boundaries present on the PDF page. Parameters ---------- table : camelot.core.Table Returns ------- fig : matplotlib.fig.Figure """ try: img, table_bbox = table._image _FOR_LATTICE = True except TypeError: img, table_bbox = (None, {table._bbox: None}) _FOR_LATTICE = False fig = plt.figure() ax = fig.add_subplot(111, aspect='equal') xs, ys = [], [] if not _FOR_LATTICE: for t in table._text: xs.extend([t[0], t[2]]) ys.extend([t[1], t[3]]) ax.add_patch( patches.Rectangle( (t[0], t[1]), t[2] - t[0], t[3] - t[1], color='blue' ) ) for t in table_bbox.keys(): ax.add_patch( patches.Rectangle( (t[0], t[1]), t[2] - t[0], t[3] - t[1], fill=False, color='red' ) ) if not _FOR_LATTICE: xs.extend([t[0], t[2]]) ys.extend([t[1], t[3]]) ax.set_xlim(min(xs) - 10, max(xs) + 10) ax.set_ylim(min(ys) - 10, max(ys) + 10) if _FOR_LATTICE: ax.imshow(img) return fig def textedge(self, table): """Generates a plot for relevant textedges. Parameters ---------- table : camelot.core.Table Returns ------- fig : matplotlib.fig.Figure """ fig = plt.figure() ax = fig.add_subplot(111, aspect='equal') xs, ys = [], [] for t in table._text: xs.extend([t[0], t[2]]) ys.extend([t[1], t[3]]) ax.add_patch( patches.Rectangle( (t[0], t[1]), t[2] - t[0], t[3] - t[1], color='blue' ) ) ax.set_xlim(min(xs) - 10, max(xs) + 10) ax.set_ylim(min(ys) - 10, max(ys) + 10) for te in table._textedges: ax.plot([te.x, te.x], [te.y0, te.y1]) return fig def joint(self, table): """Generates a plot for all line intersections present on the PDF page. Parameters ---------- table : camelot.core.Table Returns ------- fig : matplotlib.fig.Figure """ img, table_bbox = table._image fig = plt.figure() ax = fig.add_subplot(111, aspect='equal') x_coord = [] y_coord = [] for k in table_bbox.keys(): for coord in table_bbox[k]: x_coord.append(coord[0]) y_coord.append(coord[1]) ax.plot(x_coord, y_coord, 'ro') ax.imshow(img) return fig def line(self, table): """Generates a plot for all line segments present on the PDF page. Parameters ---------- table : camelot.core.Table Returns ------- fig : matplotlib.fig.Figure """ fig = plt.figure() ax = fig.add_subplot(111, aspect='equal') vertical, horizontal = table._segments for v in vertical: ax.plot([v[0], v[2]], [v[1], v[3]]) for h in horizontal: ax.plot([h[0], h[2]], [h[1], h[3]]) return fig