1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
|
#!/usr/bin/python3
import sys, re, os, time
import sqlite3
import tkinter as tki
from tkinter import ttk
import PIL
from PIL import ImageTk, Image, ImageOps
import argparse
parser = argparse.ArgumentParser(description="""
Provides a GUI that displays, for each node in the database, associated
images from EOL and Wikipedia, and allows choosing which to use. Writes
choice data to a text file with lines of the form 'otolId1 imgPath1', or
'otolId1', where no path indicates a choice of no image.
The program can be closed, and run again to continue from the last choice.
The program looks for an existing output file to determine what choices
have already been made.
""", formatter_class=argparse.RawDescriptionHelpFormatter)
parser.parse_args()
eolImgDir = "eol/imgs/"
enwikiImgDir = "enwiki/imgs/"
dbFile = "data.db"
outFile = "imgList.txt"
IMG_DISPLAY_SZ = 400
PLACEHOLDER_IMG = Image.new("RGB", (IMG_DISPLAY_SZ, IMG_DISPLAY_SZ), (88, 28, 135))
onlyReviewPairs = True
print("Opening database")
dbCon = sqlite3.connect(dbFile)
dbCur = dbCon.cursor()
nodeToImgs = {} # Maps otol-ids to arrays of image paths
print("Iterating through images from EOL")
if os.path.exists(eolImgDir):
for filename in os.listdir(eolImgDir):
# Get associated EOL ID
eolId, _, _ = filename.partition(" ")
query = "SELECT nodes.id FROM nodes INNER JOIN eol_ids ON nodes.name = eol_ids.name WHERE eol_ids.id = ?"
# Get associated node IDs
found = False
for (otolId,) in dbCur.execute(query, (int(eolId),)):
if otolId not in nodeToImgs:
nodeToImgs[otolId] = []
nodeToImgs[otolId].append(eolImgDir + filename)
found = True
if not found:
print(f"WARNING: No node found for {eolImgDir}{filename}")
print(f"Result: {len(nodeToImgs)} nodes with images")
print("Iterating through images from Wikipedia")
if os.path.exists(enwikiImgDir):
for filename in os.listdir(enwikiImgDir):
# Get associated page ID
(wikiId, _, _) = filename.partition(".")
# Get associated node IDs
query = "SELECT nodes.id FROM nodes INNER JOIN wiki_ids ON nodes.name = wiki_ids.name WHERE wiki_ids.id = ?"
found = False
for (otolId,) in dbCur.execute(query, (int(wikiId),)):
if otolId not in nodeToImgs:
nodeToImgs[otolId] = []
nodeToImgs[otolId].append(enwikiImgDir + filename)
found = True
if not found:
print(f"WARNING: No node found for {enwikiImgDir}{filename}")
print(f"Result: {len(nodeToImgs)} nodes with images")
print("Filtering out already-made image choices")
oldSz = len(nodeToImgs)
if os.path.exists(outFile):
with open(outFile) as file:
for line in file:
line = line.rstrip()
if " " in line:
line = line[:line.find(" ")]
del nodeToImgs[line]
print(f"Filtered out {oldSz - len(nodeToImgs)} entries")
class ImgReviewer:
" Provides the GUI for reviewing images "
def __init__(self, root, nodeToImgs):
self.root = root
root.title("Image Reviewer")
# Setup main frame
mainFrame = ttk.Frame(root, padding="5 5 5 5")
mainFrame.grid(column=0, row=0, sticky=(tki.N, tki.W, tki.E, tki.S))
root.columnconfigure(0, weight=1)
root.rowconfigure(0, weight=1)
# Set up images-to-be-reviewed frames
self.eolImg = ImageTk.PhotoImage(PLACEHOLDER_IMG)
self.enwikiImg = ImageTk.PhotoImage(PLACEHOLDER_IMG)
self.labels = []
for i in (0, 1):
frame = ttk.Frame(mainFrame, width=IMG_DISPLAY_SZ, height=IMG_DISPLAY_SZ)
frame.grid(column=i, row=0)
label = ttk.Label(frame, image=self.eolImg if i == 0 else self.enwikiImg)
label.grid(column=0, row=0)
self.labels.append(label)
# Add padding
for child in mainFrame.winfo_children():
child.grid_configure(padx=5, pady=5)
# Add keyboard bindings
root.bind("<q>", self.quit)
root.bind("<Key-j>", lambda evt: self.accept(0))
root.bind("<Key-k>", lambda evt: self.accept(1))
root.bind("<Key-l>", lambda evt: self.reject())
# Set fields
self.nodeImgsList = list(nodeToImgs.items())
self.listIdx = -1
self.otolId = None
self.eolImgPath = None
self.enwikiImgPath = None
self.numReviewed = 0
self.startTime = time.time()
# Initialise images to review
self.getNextImgs()
def getNextImgs(self):
" Updates display with new images to review, or ends program "
# Get next image paths
while True:
self.listIdx += 1
if self.listIdx == len(self.nodeImgsList):
print("No more images to review. Exiting program.")
self.quit()
return
self.otolId, imgPaths = self.nodeImgsList[self.listIdx]
# Potentially skip user choice
if onlyReviewPairs and len(imgPaths) == 1:
with open(outFile, 'a') as file:
file.write(f"{self.otolId} {imgPaths[0]}\n")
continue
break
# Update displayed images
self.eolImgPath = self.enwikiImgPath = None
imageOpenError = False
for imgPath in imgPaths:
img = None
try:
img = Image.open(imgPath)
img = ImageOps.exif_transpose(img)
except PIL.UnidentifiedImageError:
print(f"UnidentifiedImageError for {imgPath}")
imageOpenError = True
continue
if imgPath.startswith("eol/"):
self.eolImgPath = imgPath
self.eolImg = ImageTk.PhotoImage(self.resizeImgForDisplay(img))
elif imgPath.startswith("enwiki/"):
self.enwikiImgPath = imgPath
self.enwikiImg = ImageTk.PhotoImage(self.resizeImgForDisplay(img))
else:
print(f"Unexpected image path {imgPath}")
self.quit()
return
# Re-iterate if all image paths invalid
if self.eolImgPath == None and self.enwikiImgPath == None:
if imageOpenError:
self.reject()
self.getNextImgs()
return
# Add placeholder images
if self.eolImgPath == None:
self.eolImg = ImageTk.PhotoImage(self.resizeImgForDisplay(PLACEHOLDER_IMG))
elif self.enwikiImgPath == None:
self.enwikiImg = ImageTk.PhotoImage(self.resizeImgForDisplay(PLACEHOLDER_IMG))
# Update image-frames
self.labels[0].config(image=self.eolImg)
self.labels[1].config(image=self.enwikiImg)
# Update title
title = f"Images for otol ID {self.otolId}"
query = "SELECT names.alt_name FROM" \
" nodes INNER JOIN names ON nodes.name = names.name" \
" WHERE nodes.id = ? and pref_alt = 1"
row = dbCur.execute(query, (self.otolId,)).fetchone()
if row != None:
title += f", aka {row[0]}"
title += f" ({self.listIdx + 1} out of {len(self.nodeImgsList)})"
self.root.title(title)
def accept(self, imgIdx):
" React to a user selecting an image "
imgPath = self.eolImgPath if imgIdx == 0 else self.enwikiImgPath
if imgPath == None:
print("Invalid selection")
return
with open(outFile, 'a') as file:
file.write(f"{self.otolId} {imgPath}\n")
self.numReviewed += 1
self.getNextImgs()
def reject(self):
" React to a user rejecting all images of a set "
with open(outFile, 'a') as file:
file.write(f"{self.otolId}\n")
self.numReviewed += 1
self.getNextImgs()
def quit(self, e = None):
global dbCon
print(f"Number reviewed: {self.numReviewed}")
timeElapsed = time.time() - self.startTime
print(f"Time elapsed: {timeElapsed:.2f} seconds")
if self.numReviewed > 0:
print(f"Avg time per review: {timeElapsed/self.numReviewed:.2f} seconds")
dbCon.close()
self.root.destroy()
def resizeImgForDisplay(self, img):
" Returns a copy of an image, shrunk to fit it's frame (keeps aspect ratio), and with a background "
if max(img.width, img.height) > IMG_DISPLAY_SZ:
if (img.width > img.height):
newHeight = int(img.height * IMG_DISPLAY_SZ/img.width)
img = img.resize((IMG_DISPLAY_SZ, newHeight))
else:
newWidth = int(img.width * IMG_DISPLAY_SZ / img.height)
img = img.resize((newWidth, IMG_DISPLAY_SZ))
bgImg = PLACEHOLDER_IMG.copy()
bgImg.paste(img, box=(
int((IMG_DISPLAY_SZ - img.width) / 2),
int((IMG_DISPLAY_SZ - img.height) / 2)))
return bgImg
# Create GUI and defer control
print("Starting GUI")
root = tki.Tk()
ImgReviewer(root, nodeToImgs)
root.mainloop()
|
