 current VW has the older MDI connector in the glove compartment and after connecting my Touch, I can both scroll through my music (play list etc.) and select what I want to play on the car's touch screen. VW has now car-net which is their version of CarPlay. Apple said that they do not support CarPlay on the Touch but I found a couple places on the net that claims the Touch could be compatible with car-net. I also found a couple of places that claimed car-net is not compatible with the Touch. The sales people I contacted didn't know the answer so I was hoping someone here did before I'm forced to drive to a dealership. If you have a late model VW (preferable a 2017) and a Touch 5 or 6, could you please tell me if you are able to select and play music via the car's touchscreen with the Touch connected via USB?"""
Load, preprocess and save (to JSONL) the CSV data in batches
Basically calls the function load_cleaned_data() in a loop, for every batch to be created
"""

import os
import pandas as pd
from pandas import DataFrame
from spacy.util import minibatch
import json

from csv_to_jsnol_loader import load_cleaned_data, \
    TRAIN_DATA_PATH, TEST_CONTENT_DATA_PATH, TEST_CONTEXT_DATA_PATH, TEST_UNSEEN


def process_in_batches(DATA_PATH, out_file_name, div_size):
    # Create assets directory if it doesn't already exist
    if not os.path.exists("assets"):
        os.makedirs("assets")
    if not os.path.exists("assets/processed_jsonl_files"):
        os.makedirs("assets/processed_jsonl_files")

    # Read the CSV file as Pandas df
    col_names = ['text', 'entities']
    data = pd.read_csv(DATA_PATH, names=col_names, usecols=[0, 1])

    # Shuffle the whole train data
    data = data.sample(frac=1).reset_index(drop=True)

    # Calculate size of each of the `div` batches
    tot_size = len(data)
    div = div_size
    num_groups = int(tot_size / div)
    print(f"Size of each part: {num_groups}\n")

    # Divide the data into batches
    data_batches = minibatch(data.to_numpy().tolist(), size=num_groups)

    # Process each batch one by one, and save its result in a seperate jsonl file
    for count, data_batch in enumerate(data_batches):
        # if count < 10:
        #     # Continue from the desired last batch
        #     continue

        # Convert the data_batches back to Pandas
        data_df = DataFrame(data_batch, columns=col_names)

        # Parameter `data_path` here is not used in the called function,
        # as it is essential only when data is NOT being loaded in batches.
        TRAIN_DATA = load_cleaned_data(data_path=DATA_PATH,
                                       data_pd=data_df)

        with open(f"assets/processed_jsonl_files/{out_file_name}{count}.jsonl", 'w') as f:
            for entry in TRAIN_DATA:
                json.dump(entry, f)
                f.write('\n')

        print(f"Batch {count} procesed and saved.")

        del TRAIN_DATA
        del data_df


if __name__ == '__main__':
    div_size = 100
    process_in_batches(TEST_CONTEXT_DATA_PATH, "TEST_CONTEXT", div_size)
Out of the 5 awards in this year’s HKUST President’s Cup, ECE and CPEG students have received 3 including the President's Cup Winner, Gold Award and Special Mention.
The HKUST President’s Cup is an annual competition that invites students to embark on a tenacious pursuit of excellence in research and innovation. Inaugurated in 2002, the competition provides a unique learning experience to students – it encourages students’ creativity, cultivates students’ interest and expertise in research, and recognizes students’ excellence in achieving innovativeness. The competition is open to undergraduate students of all years and all disciplines. Students are welcome to join individually or as teams.
We are professional plastic panels fabricated plant with special compound that provide gliding properties most similar to” real” Ice. These panels represent a viable alternative to artificial ice-rinks, making ice-skating possible. almost anywhere, at any time and at an incredibly reasonable price.
Our synthetic ice rink synthetic was made from virgin grade polymer with special lubricant agent, it creates an ideal skating surface. The interlocking dovetail panel system significantly outperforms traditional square edge style panels and ensures a tight seal between panels.
added. It makes your rink usable in all conditions with no need for wax or add-on liquids. With over 5 years of development behind it, Aruba Chemicals Extreme Glide Synthetic Ice makes at-home training more practical, more affordable and way more realistic.
Stop Worrying About The Past. We Don't Live There Anymore.

One fine day around June 1st of 2015, the receptionist (We’ll call her Debbie) called me up to her desk because Outlook kept on freezing when she would open the calendar and click on May 20, 2015. 

&gt;SavoryBaconStrip: Is there an event saved on that date that may be causing the issue?

&gt;Debbie: No, there is nothing at all on that date.

Interesting, I better go have a look. I popped on over to her computer and sure enough, there were no events on that day. Indeed, when I clicked on the May 20th, Outlook would freeze. I found that if I clicked on another days first, I could *then* click on May 20th, but only until Outlook was restarted. After each restart, I could not click on the 20th without clicking on a different day first. Changing from month view to week view and back again would also do the trick. These solutions did not satisfy her though.

&gt;Debbie: I’m OCD and really want it to work…

Now, let's back up a second.  Not to mention, THERE ARE NO EVENTS CURRENTLY IN THERE! What is the likelihood that she would ever have to add an event to that specific day of all days in the past? Not only that, I looked at all the days prior to the 20th and there was NOTHING! 

&gt;SavoryBaconStrip: Why aren’t there any events at all in your calendar history? Did they get wiped out somehow?

&gt;Debbie: I delete events or move them around when I pass the due date.

&gt;SavoryBaconstrip: WHAT?!?!? If you don’t keep the information on the days, why is it so imperative that you be able to click on this one specific day?!?!?

&gt;Debbie: *Shrug*

&gt;SavoryBaconstrip: I’m sorry, but I have other people with real problems in the present that I need to address. Let me know if it happens again on a day that actually matters.

This issue has never come up again. I never did find out what was so special about that date. It’s secretly always the back of my mind.

TL:DR – You can’t start the next chapter of your life if you keep re-reading your last one.Haldane Expertise Featured in Timber Trades Journal
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With stunning images from some of our recent projects including a luxury Gleneagles home, Arabic inscriptions in European Black Walnut and intricate wood machining, the double page spread makes for interesting reading.
Subscribers to the TTTJ can access it online now fromCanada Goes Back to the '80s with Exclusive Sneak Peek of CTV's Totally Rad New Comedy THE GOLDBERGS, Now Available on CTV.ca
- THE GOLDBERGS airs Tuesdays at 9 p.m. ET/PT beginning Sept. 24 on CTV -
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TORONTO, Sept. 6, 2013 /CNW/ - CTV welcomes a new family to the neighbourhood, THE GOLDBERGS, beginning today on CTV.ca. CTV announced today that the highly anticipated new comedy is now receiving an exclusive advance digital preview of the series premiere, before it joins CTV's incredible new Tuesday night lineup later this month. A loving but somewhat outlandish family, The Goldbergs are direct from the '80s - a time before parenting