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KeyMojiAPI.py
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#!/usr/bin/env python3
# -*- coding:utf-8 -*-
from pprint import pprint
from requests import post
from matplotlib import pyplot as plt
from matplotlib import cbook
from matplotlib import image
from matplotlib.font_manager import FontProperties
from matplotlib.patches import Patch
from numpy import linspace
from scipy.interpolate import make_interp_spline
from math import pi
import rapidjson as json
import os
class KeyMoji:
def __init__(self, username="", keymojiKey="", url="https://api.droidtown.co"):
'''
username = "" # 你註冊時的 email。
keymoji_key = "" # 您完成付費後取得的 keymoji_key 值。
'''
try:
with open("./account.info", "r") as f:
userDICT = json.loads(f.read())
self.username = userDICT["email"]
self.keymojiKey = userDICT["keymoji_key"]
except:
self.username = username
self.keymojiKey = keymojiKey
self.url = url
self.strLenLimit = 6000
basePath = os.path.dirname(os.path.abspath(__file__))
fontPath = ""
if os.path.exists(os.path.join(basePath, "jf-openhuninn-1.1.ttf")):
fontPath = os.path.join(basePath, "jf-openhuninn-1.1.ttf")
if os.path.exists(os.path.join(basePath, "KeyMojiAPI", "jf-openhuninn-1.1.ttf")):
fontPath = os.path.join(basePath, "KeyMojiAPI", "jf-openhuninn-1.1.ttf")
if fontPath:
self.font = FontProperties(fname=fontPath)
else:
print("[ERROR] jf-openhuninn-1.1.ttf not found!")
self.watermark = ""
if self.username == "" and self.keymojiKey == "":
if os.path.exists(os.path.join(basePath, "sense_watermark.png")):
self.watermark = os.path.join(basePath, "sense_watermark.png")
if os.path.exists(os.path.join(basePath, "KeyMojiAPI", "sense_watermark.png")):
self.watermark = os.path.join(basePath, "KeyMojiAPI", "sense_watermark.png")
self.sense8Null = ""
if os.path.exists(os.path.join(basePath, "sense8_null.png")):
self.sense8Null = os.path.join(basePath, "sense8_null.png")
if os.path.exists(os.path.join(basePath, "KeyMojiAPI", "sense8_null.png")):
self.sense8Null = os.path.join(basePath, "KeyMojiAPI", "sense8_null.png")
def sense2(self, inputSTR, contextSenitivity=True, model="general", userDefinedDICT={}):
if len(inputSTR) > self.strLenLimit:
return {"status": False, "msg": "Your input_str is too long. (over {} characters.)".format(self.strLenLimit)}
payload = {"username": self.username, "keymoji_key": self.keymojiKey,
"input_str": inputSTR, "sense": "sense2", "model": model, "context_sensitivity": contextSenitivity, "user_defined": userDefinedDICT}
sense2Result = post("{}/KeyMoji/API/".format(self.url), json=payload)
try:
resultDICT = sense2Result.json()
return resultDICT
except Exception as e:
return {"status": False, "msg": e}
def sense8(self, inputSTR, model="general", userDefinedDICT={}):
if len(inputSTR) > self.strLenLimit:
return {"status": False, "msg": "Your input_str is too long. (over {} characters.)".format(self.strLenLimit)}
payload = {"username": self.username, "keymoji_key": self.keymojiKey,
"input_str": inputSTR, "sense": "sense8", "model": model, "user_defined": userDefinedDICT}
sense8Result = post("{}/KeyMoji/API/".format(self.url), json=payload)
try:
resultDICT = sense8Result.json()
return resultDICT
except Exception as e:
return {"status": False, "msg": e}
def tension(self, inputSTR, userDefinedDICT={}):
inputStrLen = len(inputSTR)
if inputStrLen > self.strLenLimit:
return {"status": False, "msg": "Your input_str is too long. (over {} characters.)".format(self.strLenLimit)}
if inputStrLen < 180:
return {"status": False, "msg": "Your length of input_str must contain at least 180 characters."}
payload = {"username": self.username, "keymoji_key": self.keymojiKey,
"input_str": inputSTR, "sense": "tension", "user_defined": userDefinedDICT}
tensionResult = post("{}/KeyMoji/API/".format(self.url), json=payload)
try:
resultDICT = tensionResult.json()
return resultDICT
except Exception as e:
return {"status": False, "msg": e}
def keymoji2visual(self, resultDICT, path="", filename=""):
if "sense" not in resultDICT or "results" not in resultDICT:
return {"status": False, "msg": "Invalid arguments."}
if resultDICT["results"]:
if resultDICT["sense"] == "sense2":
path = "sense2" if path == "" else path
filename = "sense2" if filename == "" else filename
return self._sense2Visual(resultDICT, path, filename)
if resultDICT["sense"] == "sense8":
path = "sense8" if path == "" else path
filename = "sense8" if filename == "" else filename
return self._sense8Visual(resultDICT, path, filename)
if resultDICT["sense"] == "tension":
path = "tension" if path == "" else path
filename = "tension" if filename == "" else filename
return self._tensionVisual(resultDICT, path, filename)
else:
return {"status": False, "msg": "Invalid arguments."}
def _sense2Visual(self, resultDICT, path, filename):
if not os.path.exists(path):
os.mkdir(path)
if not os.path.exists(path):
return {"status": False, "msg": "Invalid path."}
try:
paddingLIST = [-1, -0.75, -0.5, -0.25, 0, 0.25, 0.5, 0.75, 1]
positiveColor = "#006EFE"
negativeColor = "#cb4a44"
neutralColor = "#1fab34"
colorAlpha = 0.2
borderWidth = 1
labelLIST = ["\n".join("{}¦{}".format(r["input_str"][:3], r["input_str"][-3:]) if len(r["input_str"]) > 7 else r["input_str"]) for r in resultDICT["results"]]
valueLIST = [r["score"] for r in resultDICT["results"]]
edgeColorLIST = []
for v in valueLIST:
if v > 0.2:
edgeColorLIST.append(positiveColor)
elif v < -0.2:
edgeColorLIST.append(negativeColor)
else:
edgeColorLIST.append(neutralColor)
colorLIST = [self._hex2rgb(c, colorAlpha) for c in edgeColorLIST]
# Bar Plot
fig, ax = plt.subplots(figsize=(10, 5))
fig.subplots_adjust(bottom=0.35, right=0.95)
ax.bar([i for i in range(1, len(valueLIST)+1)], valueLIST, linewidth=borderWidth, linestyle="solid", color=colorLIST, edgecolor=edgeColorLIST)
ax.grid(color="gray", alpha=colorAlpha, linewidth=borderWidth)
# X 軸
ax.set_xticks(range(1, len(valueLIST)+1, 1))
ax.set_xticklabels(labelLIST, fontproperties=self.font)
# 確保每個 label 的字型正確
for label in ax.get_xticklabels():
label.set_fontproperties(self.font)
# Y 軸
ax.set_ylim(paddingLIST[0], paddingLIST[-1])
ax.set_yticks(paddingLIST)
# Legend
legendLIST = [
Patch(facecolor=self._hex2rgb(positiveColor, colorAlpha), edgecolor=positiveColor, label="Positive"),
Patch(facecolor=self._hex2rgb(neutralColor, colorAlpha), edgecolor=neutralColor, label="Neutral"),
Patch(facecolor=self._hex2rgb(negativeColor, colorAlpha), edgecolor=negativeColor, label="Negative")
]
ax.legend(handles=legendLIST, bbox_to_anchor=(0.015, -0.07))
# Watermark
if self.watermark:
fig.figimage(image.imread(cbook.get_sample_data(self.watermark)), 1680, 775, zorder=3, alpha=0.1)
# Plot to PNG
fig.savefig(os.path.join(path, "{}.png".format(filename)), format="png", dpi=200)
return {"status": True, "msg": "{}.png saved.".format(os.path.join(path, filename))}
except Exception as e:
return {"status": False, "msg": str(e)}
def _sense8Visual(self, resultDICT, path, filename):
if not os.path.exists(path):
os.mkdir(path)
if not os.path.exists(path):
return {"status": False, "msg": "Invalid path."}
try:
labelLIST = ["Trust", "Joy", "Surprise", "Anticipation", "Fear", "Anger", "Disgust", "Sadness"]
angleLIST = [0.0, 0.7853981633974483, 1.5707963267948966, 2.356194490192345, 3.141592653589793, 3.9269908169872414, 4.71238898038469, 5.497787143782138]
degreeLIST = [0.0, 45.0, 90.0, 135.0, 180.0, 225.0, 270.0, 315.0]
paddingLIST = [2.5, 5, 7.5, 10, 12.5]
positiveLabelColor = "#006EFE"
negativeLabelColor = "#cb4a44"
gridColor = "#000000"
radarWidth = 2
radarColor = "#f18d00"
colorAlpha = 0.2
divide = int(len(labelLIST) / 2)
for i, r in enumerate(resultDICT["results"]):
noStr = "{:04d}".format(i + 1)
dataLIST = [r[k] for k in labelLIST]
# Radar Plot
fig, ax = plt.subplots(figsize=(12, 9), subplot_kw=dict(polar=True))
fig.subplots_adjust(bottom=0.05)
fig.suptitle(r["input_str"], fontproperties=self.font, y=0.99, fontsize=30, verticalalignment="top")
# Draw Sense 8 Negative Label
# 角度由 -90 度順時鐘
ax.set_theta_offset(-(pi / 2))
ax.set_theta_direction(-1)
# Negative Label
ax.set_thetagrids(degreeLIST[:divide], labelLIST[divide:])
for label, angle in zip(ax.get_xticklabels(), angleLIST[divide:]):
if angle in (0, pi):
label.set_horizontalalignment("center")
elif 0 < angle < pi:
label.set_horizontalalignment("left")
else:
label.set_horizontalalignment("right")
# Negative Label params
ax.tick_params(axis="x", labelsize=26, labelcolor=negativeLabelColor, grid_color=gridColor)
# Sense 8 Radar and Positive Label
ax2 = fig.add_subplot(111, projection="polar")
ax2.plot( angleLIST + angleLIST[:1], dataLIST + dataLIST[:1], linewidth=radarWidth, linestyle="solid", color=radarColor)
ax2.fill( angleLIST + angleLIST[:1], dataLIST + dataLIST[:1], radarColor, alpha=colorAlpha)
ax2.scatter(angleLIST + angleLIST[:1], dataLIST + dataLIST[:1], color=radarColor, s=30)
# 角度由 90 度順時鐘
ax2.set_theta_offset(pi / 2)
ax2.set_theta_direction(-1)
# Positive Label + Empty Negative Label
ax2.set_thetagrids(degreeLIST, labelLIST[:divide] + [""]*4)
for label, angle in zip(ax2.get_xticklabels(), angleLIST[:divide]):
if angle in (0, pi):
label.set_horizontalalignment("center")
elif 0 < angle < pi:
label.set_horizontalalignment("left")
else:
label.set_horizontalalignment("right")
# 設定範圍與間距
ax2.set_ylim(0, paddingLIST[-1])
ax2.set_rgrids(paddingLIST)
# Positive Label params and grid params
ax2.tick_params(axis="x", labelsize=26, labelcolor=positiveLabelColor, grid_color=gridColor)
ax2.tick_params(axis="y", labelsize=16, grid_color=gridColor)
ax2.spines["polar"].set_color(gridColor)
# Watermark
if all(data == 0 for data in dataLIST):
if self.sense8Null:
fig.figimage(image.imread(cbook.get_sample_data(self.sense8Null)), 120, 220, zorder=3, alpha=0.5)
else:
if self.watermark:
fig.figimage(image.imread(cbook.get_sample_data(self.watermark)), 825, 600, zorder=3, alpha=0.1)
# Plot to PNG
fig.savefig(os.path.join(path, "{}_{}.png".format(filename, noStr)), format="png", dpi=150)
return {"status": True, "msg": "{}.png".format(os.path.join(path, filename))}
except Exception as e:
return {"status": False, "msg": str(e)}
def _tensionVisual(self, resultDICT, path, filename):
if not os.path.exists(path):
os.mkdir(path)
if not os.path.exists(path):
return {"status": False, "msg": "Invalid path."}
try:
lineColor = "#36A2EB"
lineWidth = 2
gridColor = "gray"
gridWidth = 1
gridAlpha = 0.2
# Line Plot
fig, ax = plt.subplots(figsize=(10, 5))
dataLIST = resultDICT["results"]
xDataLIST = [i for i in range(1, len(dataLIST) + 1)]
if len(xDataLIST) >= 4:
spline = make_interp_spline(xDataLIST, dataLIST)
splineXData = linspace(xDataLIST[0], xDataLIST[-1], len(dataLIST)*10)
splineYData = spline(splineXData)
ax.plot(splineXData, splineYData, color=lineColor, linewidth=lineWidth)
ax.grid(axis="y", color=gridColor, alpha=gridAlpha, linewidth=gridWidth)
else:
ax.plot(xDataLIST, dataLIST, color=lineColor, linewidth=lineWidth)
ax.grid(axis="y", color=gridColor, alpha=gridAlpha, linewidth=gridWidth)
# X 軸
ax.set_xticks([i for i in range(1, len(dataLIST)+1)])
ax.set_xlim(0, len(dataLIST)+1)
# Watermark
if self.watermark:
fig.figimage(image.imread(cbook.get_sample_data(self.watermark)), 1580, 775, zorder=3, alpha=0.1)
# Plot to PNG
fig.savefig(os.path.join(path, "{}.png".format(filename)), format="png", dpi=200)
return {"status": True, "msg": "{}.png saved.".format(os.path.join(path, filename))}
except Exception as e:
return {"status": False, "msg": str(e)}
def _hex2rgb(self, colorHex, alpha=0):
return (int(colorHex[1:3], 16) / 256, int(colorHex[3:5], 16) / 256, int(colorHex[5:7], 16) / 256, alpha)
if __name__ == "__main__":
inputSTR = "不要逃啊，卑鄙的傢伙。鬼殺隊一直在對你們有利的黑夜中戰鬥，我們都是有血有肉之軀的人，受傷之後無法簡單治好，失去的性命也無法挽回⋯⋯大哥沒有輸，他真的到了最後、守護到了最後。是你輸了，大哥才沒有輸！謝謝你，我心中的煉獄大哥。一直以來你在我面前擋住了很多攻擊、一直以來你都沒有放棄要成為更好的自己、一直以來有一個懦弱的我，一直躲在你後面，覺得自己很沒用，但你的任務圓滿結束了，從今天起，你可以好好休息。謝謝你一直以來的照顧，沒有讓在場的任何一個人死去。"
keymoji = KeyMoji()
sense2Result = keymoji.sense2(inputSTR, model="general", userDefinedDICT={"positive": ["戰鬥"]})
pprint(sense2Result)
#print(keymoji.keymoji2visual(sense2Result, filename="kimetsu.png"))
#sense8Result = keymoji.sense8(inputSTR)
#pprint(sense8Result)
#print(keymoji.keymoji2visual(sense8Result))
#tensionResult = keymoji.tension(inputSTR)
#pprint(tensionResult)
#print(keymoji.keymoji2visual(tensionResult))