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Merge pull request #37 from gradio-app/aliabd/flagging

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Flagging
This commit is contained in:
Abubakar Abid 2020-07-30 18:13:04 -05:00 committed by GitHub
commit c8bff4345b
7 changed files with 100 additions and 34 deletions
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35
gradio/inputs.py
View File

@ -63,6 +63,11 @@ class AbstractInput(ABC):
"""
return {}
def rebuild(self, dir, data):
"""
All interfaces should define a method that rebuilds the flagged input when it's passed back (i.e. rebuilds image from base64)
"""
return data
class Textbox(AbstractInput):
"""
@ -290,6 +295,16 @@ class Image(AbstractInput):
else:
return example
def rebuild(self, dir, data):
"""
Default rebuild method to decode a base64 image
"""
im = preprocessing_utils.decode_base64_to_image(data)
timestamp = datetime.datetime.now()
filename = f'input_{timestamp.strftime("%Y-%m-%d-%H-%M-%S")}.png'
im.save(f'{dir}/{filename}', 'PNG')
return filename
class Sketchpad(AbstractInput):
"""
@ -341,6 +356,16 @@ class Sketchpad(AbstractInput):
def process_example(self, example):
return preprocessing_utils.convert_file_to_base64(example)
def rebuild(self, dir, data):
"""
Default rebuild method to decode a base64 image
"""
im = preprocessing_utils.decode_base64_to_image(data)
timestamp = datetime.datetime.now()
filename = f'input_{timestamp.strftime("%Y-%m-%d-%H-%M-%S")}.png'
im.save(f'{dir}/{filename}', 'PNG')
return filename
class Webcam(AbstractInput):
"""
@ -378,6 +403,16 @@ class Webcam(AbstractInput):
im, (self.image_width, self.image_height))
return np.array(im)
def rebuild(self, dir, data):
"""
Default rebuild method to decode a base64 image
"""
im = preprocessing_utils.decode_base64_to_image(data)
timestamp = datetime.datetime.now()
filename = f'input_{timestamp.strftime("%Y-%m-%d-%H-%M-%S")}.png'
im.save(f'{dir}/{filename}', 'PNG')
return filename
class Microphone(AbstractInput):
"""

23
gradio/interface.py
View File

@ -20,7 +20,7 @@ from IPython import get_ipython
import sys
import weakref
import analytics
import os
PKG_VERSION_URL = "https://gradio.app/api/pkg-version"
analytics.write_key = "uxIFddIEuuUcFLf9VgH2teTEtPlWdkNy"
@ -30,7 +30,6 @@ try:
except requests.ConnectionError:
ip_address = "No internet connection"
class Interface:
"""
Interfaces are created with Gradio using the `gradio.Interface()` function.
@ -41,7 +40,8 @@ class Interface:
live=False, show_input=True, show_output=True,
capture_session=False, title=None, description=None,
thumbnail=None, server_port=None, server_name=networking.LOCALHOST_NAME,
allow_screenshot=True):
allow_screenshot=True, allow_flagging=True,
flagging_dir="flagged"):
"""
Parameters:
fn (Callable): the function to wrap an interface around.
@ -101,6 +101,8 @@ class Interface:
self.server_port = server_port
self.simple_server = None
self.allow_screenshot = allow_screenshot
self.allow_flagging = allow_flagging
self.flagging_dir = flagging_dir
Interface.instances.add(self)
data = {'fn': fn,
@ -120,6 +122,18 @@ class Interface:
except (ImportError, AttributeError): # If they are using TF >= 2.0 or don't have TF, just ignore this.
pass
if self.allow_flagging:
if self.title is not None:
dir_name = "_".join(self.title.split(" "))
else:
dir_name = "_".join([fn.__name__ for fn in self.predict])
index = 1
while os.path.exists(self.flagging_dir + "/" + dir_name +
"_{}".format(index)):
index += 1
self.flagging_dir = self.flagging_dir + "/" + dir_name + \
"_{}".format(index)
try:
requests.post(analytics_url + 'gradio-initiated-analytics/',
data=data)
@ -141,7 +155,8 @@ class Interface:
"title": self.title,
"description": self.description,
"thumbnail": self.thumbnail,
"allow_screenshot": self.allow_screenshot
"allow_screenshot": self.allow_screenshot,
"allow_flagging": self.allow_flagging
}
try:
param_names = inspect.getfullargspec(self.predict[0])[0]

31
gradio/networking.py
View File

@ -17,7 +17,6 @@ import requests
import sys
import analytics
INITIAL_PORT_VALUE = int(os.getenv(
'GRADIO_SERVER_PORT', "7860")) # The http server will try to open on port 7860. If not available, 7861, 7862, etc.
TRY_NUM_PORTS = int(os.getenv(
@ -36,8 +35,6 @@ CONFIG_FILE = "static/config.json"
ASSOCIATION_PATH_IN_STATIC = "static/apple-app-site-association"
ASSOCIATION_PATH_IN_ROOT = "apple-app-site-association"
FLAGGING_DIRECTORY = 'static/flagged/'
FLAGGING_FILENAME = 'data.txt'
analytics.write_key = "uxIFddIEuuUcFLf9VgH2teTEtPlWdkNy"
analytics_url = 'https://api.gradio.app/'
@ -175,16 +172,6 @@ def serve_files_in_background(interface, port, directory_to_serve=None, server_n
if interface.saliency is not None:
saliency = interface.saliency(raw_input, prediction)
output['saliency'] = saliency.tolist()
# if interface.always_flag:
# msg = json.loads(data_string)
# flag_dir = os.path.join(FLAGGING_DIRECTORY, str(interface.hash))
# os.makedirs(flag_dir, exist_ok=True)
# output_flag = {'input': interface.input_interface.rebuild_flagged(flag_dir, msg['data']),
# 'output': interface.output_interface.rebuild_flagged(flag_dir, processed_output),
# }
# with open(os.path.join(flag_dir, FLAGGING_FILENAME), 'a+') as f:
# f.write(json.dumps(output_flag))
# f.write("\n")
self.wfile.write(json.dumps(output).encode())
@ -197,20 +184,18 @@ def serve_files_in_background(interface, port, directory_to_serve=None, server_n
data_string = self.rfile.read(
int(self.headers["Content-Length"]))
msg = json.loads(data_string)
flag_dir = os.path.join(FLAGGING_DIRECTORY,
str(interface.flag_hash))
os.makedirs(flag_dir, exist_ok=True)
os.makedirs(interface.flagging_dir, exist_ok=True)
output = {'inputs': [interface.input_interfaces[
i].rebuild_flagged(
flag_dir, msg['data']['input_data']) for i
i].rebuild(
interface.flagging_dir, msg['data']['input_data']) for i
in range(len(interface.input_interfaces))],
'outputs': [interface.output_interfaces[
i].rebuild_flagged(
flag_dir, msg['data']['output_data']) for i
in range(len(interface.output_interfaces))],
'message': msg['data']['message']}
i].rebuild(
interface.flagging_dir, msg['data']['output_data']) for i
in range(len(interface.output_interfaces))]}
with open(os.path.join(flag_dir, FLAGGING_FILENAME), 'a+') as f:
with open("{}/log.txt".format(interface.flagging_dir),
'a+') as f:
f.write(json.dumps(output))
f.write("\n")

15
gradio/outputs.py
View File

@ -44,6 +44,12 @@ class AbstractOutput(ABC):
"""
return {}
def rebuild(self, dir, data):
"""
All interfaces should define a method that rebuilds the flagged input when it's passed back (i.e. rebuilds image from base64)
"""
return data
class Textbox(AbstractOutput):
'''
@ -130,6 +136,11 @@ class Label(AbstractOutput):
"label": {},
}
def rebuild(self, dir, data):
"""
Default rebuild method for label
"""
return json.loads(data)
class Image(AbstractOutput):
'''
@ -169,11 +180,11 @@ class Image(AbstractOutput):
raise ValueError(
"The `Image` output interface (with plt=False) expects a numpy array.")
def rebuild_flagged(self, dir, msg):
def rebuild(self, dir, data):
"""
Default rebuild method to decode a base64 image
"""
im = preprocessing_utils.decode_base64_to_image(msg)
im = preprocessing_utils.decode_base64_to_image(data)
timestamp = datetime.datetime.now()
filename = 'output_{}.png'.format(timestamp.
strftime("%Y-%m-%d-%H-%M-%S"))

6
gradio/static/css/gradio.css
View File

@ -75,6 +75,12 @@ input.submit {
input.submit:hover {
background-color: #f39c12;
}
.flag {
visibility: hidden;
}
.flagged {
background-color: pink !important;
}
/* label:hover {
background-color: lightgray;
} */

5
gradio/static/js/all_io.js
View File

@ -56,12 +56,11 @@ var io_master_template = {
this.target.find(".output_interfaces").css("opacity", 1);
}
},
flag: function(message) {
flag: function() {
var post_data = {
'data': {
'input_data' : toStringIfObject(this.last_input) ,
'output_data' : toStringIfObject(this.last_output),
'message' : message
'output_data' : toStringIfObject(this.last_output)
}
}
$.ajax({type: "POST",

19
gradio/static/js/gradio.js
View File

@ -22,7 +22,7 @@ function gradio(config, fn, target) {
<div class="screenshot_logo">
<img src="static/img/logo_inline.png">
</div>
</div>
<input class="flag panel_button" type="button" value="FLAG"/>
</div>
</div>`);
let io_master = Object.create(io_master_template);
@ -117,6 +117,7 @@ function gradio(config, fn, target) {
output_interface.clear();
}
target.find(".flag").removeClass("flagged");
target.find(".flag").val("FLAG");
target.find(".flag_message").empty();
target.find(".loading").addClass("invisible");
target.find(".loading_time").text("");
@ -127,6 +128,9 @@ function gradio(config, fn, target) {
if (config["allow_screenshot"]) {
target.find(".screenshot").css("visibility", "visible");
}
if(config["allow_flagging"]){
target.find(".flag").css("visibility", "visible");
}
target.find(".screenshot").click(function() {
$(".screenshot").hide();
$(".screenshot_logo").show();
@ -146,11 +150,22 @@ function gradio(config, fn, target) {
target.find(".submit").click(function() {
io_master.gather();
target.find(".flag").removeClass("flagged");
target.find(".flag").val("FLAG");
})
}
if (!config.show_input) {
target.find(".input_panel").hide();
}
}
target.find(".flag").click(function() {
if (io_master.last_output) {
target.find(".flag").addClass("flagged");
target.find(".flag").val("FLAGGED");
io_master.flag();
// io_master.flag($(".flag_message").val());
}
})
return io_master;
}