moved test to reproduction folder

reproduction/text_classification/test/sample_yelp.json

@@ -0,0 +1,20 @@
+"{\"review_id\":\"Q1sbwvVQXV2734tPgoKj4Q\",\"user_id\":\"hG7b0MtEbXx5QzbzE6C_VA\",\"business_id\":\"ujmEBvifdJM6h6RLv4wQIg\",\"stars\":1.0,\"useful\":6,\"funny\":1,\"cool\":0,\"text\":\"Total bill for this horrible service? Over $8Gs. These crooks actually had the nerve to charge us $69 for 3 pills. I checked online the pills can be had for 19 cents EACH! Avoid Hospital ERs at all costs.\",\"date\":\"2013-05-07 04:34:36\"}\n"
+"{\"review_id\":\"GJXCdrto3ASJOqKeVWPi6Q\",\"user_id\":\"yXQM5uF2jS6es16SJzNHfg\",\"business_id\":\"NZnhc2sEQy3RmzKTZnqtwQ\",\"stars\":5.0,\"useful\":0,\"funny\":0,\"cool\":0,\"text\":\"I *adore* Travis at the Hard Rock's new Kelly Cardenas Salon!  I'm always a fan of a great blowout and no stranger to the chains that offer this service; however, Travis has taken the flawless blowout to a whole new level!  \\n\\nTravis's greets you with his perfectly green swoosh in his otherwise perfectly styled black hair and a Vegas-worthy rockstar outfit.  Next comes the most relaxing and incredible shampoo -- where you get a full head message that could cure even the very worst migraine in minutes --- and the scented shampoo room.  Travis has freakishly strong fingers (in a good way) and use the perfect amount of pressure.  That was superb!  Then starts the glorious blowout... where not one, not two, but THREE people were involved in doing the best round-brush action my hair has ever seen.  The team of stylists clearly gets along extremely well, as it's evident from the way they talk to and help one another that it's really genuine and not some corporate requirement.  It was so much fun to be there! \\n\\nNext Travis started with the flat iron.  The way he flipped his wrist to get volume all around without over-doing it and making me look like a Texas pagent girl was admirable.  It's also worth noting that he didn't fry my hair -- something that I've had happen before with less skilled stylists.  At the end of the blowout & style my hair was perfectly bouncey and looked terrific.  The only thing better?  That this awesome blowout lasted for days! \\n\\nTravis, I will see you every single time I'm out in Vegas.  You make me feel beauuuutiful!\",\"date\":\"2017-01-14 21:30:33\"}\n"
+"{\"review_id\":\"2TzJjDVDEuAW6MR5Vuc1ug\",\"user_id\":\"n6-Gk65cPZL6Uz8qRm3NYw\",\"business_id\":\"WTqjgwHlXbSFevF32_DJVw\",\"stars\":5.0,\"useful\":3,\"funny\":0,\"cool\":0,\"text\":\"I have to say that this office really has it together, they are so organized and friendly!  Dr. J. Phillipp is a great dentist, very friendly and professional.  The dental assistants that helped in my procedure were amazing, Jewel and Bailey helped me to feel comfortable!  I don't have dental insurance, but they have this insurance through their office you can purchase for $80 something a year and this gave me 25% off all of my dental work, plus they helped me get signed up for care credit which I knew nothing about before this visit!  I highly recommend this office for the nice synergy the whole office has!\",\"date\":\"2016-11-09 20:09:03\"}\n"
+"{\"review_id\":\"yi0R0Ugj_xUx_Nek0-_Qig\",\"user_id\":\"dacAIZ6fTM6mqwW5uxkskg\",\"business_id\":\"ikCg8xy5JIg_NGPx-MSIDA\",\"stars\":5.0,\"useful\":0,\"funny\":0,\"cool\":0,\"text\":\"Went in for a lunch. Steak sandwich was delicious, and the Caesar salad had an absolutely delicious dressing, with a perfect amount of dressing, and distributed perfectly across each leaf. I know I'm going on about the salad ... But it was perfect.\\n\\nDrink prices were pretty good.\\n\\nThe Server, Dawn, was friendly and accommodating. Very happy with her.\\n\\nIn summation, a great pub experience. Would go again!\",\"date\":\"2018-01-09 20:56:38\"}\n"
+"{\"review_id\":\"11a8sVPMUFtaC7_ABRkmtw\",\"user_id\":\"ssoyf2_x0EQMed6fgHeMyQ\",\"business_id\":\"b1b1eb3uo-w561D0ZfCEiQ\",\"stars\":1.0,\"useful\":7,\"funny\":0,\"cool\":0,\"text\":\"Today was my second out of three sessions I had paid for. Although my first session went well, I could tell Meredith had a particular enjoyment for her male clients over her female. However, I returned because she did my teeth fine and I was pleased with the results. When I went in today, I was in the whitening room with three other gentlemen. My appointment started out well, although, being a person who is in the service industry, I always attend to my female clientele first when a couple arrives. Unbothered by those signs, I waited my turn. She checked on me once after my original 30 minute timer to ask if I was ok. She attended my boyfriend on numerous occasions, as well as the other men, and would exit the room without even asking me or looking to see if I had any irritation. Half way through, another woman had showed up who she was explaining the deals to in the lobby. While she admits timers must be reset half way through the process, she reset my boyfriends, left, rest the gentleman furthest away from me who had time to come in, redeem his deal, get set, and gave his timer done, before me, then left, and at this point my time was at 10 minutes. So, she should have reset it 5 minutes ago, according to her. While I sat there patiently this whole time with major pain in my gums, i watched the time until the lamp shut off. Not only had she reset two others, explained deals to other guest, but she never once checked on my time. When my light turned off, I released the stance of my mouth to a more relaxed state, assuming I was only getting a thirty minute session instead of the usual 45, because she had yet to come in. At this point, the teeth formula was not only burning the gum she neglected for 25 minutes now, but it began to burn my lips. I began squealing and slapping my chair trying to get her attention from the other room in a panic. I was in so much pain, that by the time she entered the room I was already out of my chair. She finally then acknowledged me, and asked if she could put vitamin E on my gum burn (pictured below). At this point, she has treated two other gums burns, while neglecting me, and I was so irritated that I had to suffer, all I wanted was to leave. While I waited for my boyfriend, she kept harassing me about the issue. Saying, \\\"well burns come with teeth whitening.\\\" While I totally agree, and under justifiable circumstances would not be as irritate, it could have easily been avoid if she had checked on me even a second time, so I could let her know. Not only did she never check on my physical health, she couldn't even take two seconds to reset the timer, which she even admitted to me. Her accuse was that she was coming in to do it, but I had the light off for a solid two minutes before I couldn't stand the pain. She admitted it should be reset every 15 minutes, which means for 25 minutes she did not bother to help me at all. Her guest in the lobby then proceeded to attack me as well, simply because I wanted to leave after the way I was treated. I also expected a refund for not getting a complete session today, due to the neglect, and the fact I won't be returning for my last, she had failed to do that. She was even screaming from the door, and continued to until my boyfriend and I were down the steps. I have never in my life been more appalled by a grown woman's behavior, who claims to be in the business for \\\"10 years.\\\" Admit your wrongs, but don't make your guest feel unwelcome because you can't do you job properly.\",\"date\":\"2018-01-30 23:07:38\"}\n"
+"{\"review_id\":\"fdiNeiN_hoCxCMy2wTRW9g\",\"user_id\":\"w31MKYsNFMrjhWxxAb5wIw\",\"business_id\":\"eU_713ec6fTGNO4BegRaww\",\"stars\":4.0,\"useful\":0,\"funny\":0,\"cool\":0,\"text\":\"I'll be the first to admit that I was not excited about going to La Tavolta. Being a food snob, when a group of friends suggested we go for dinner I looked online at the menu and to me there was nothing special and it seemed overpriced.  Im also not big on ordering pasta when I go out. Alas, I was outnumbered. Thank goodness! I ordered the sea bass special. It was to die for. Cooked perfectly, seasoned perfectly, perfect portion. I can not say enough good things about this dish. When the server asked how it was he seemed very proud of the dish and said, \\\" doesn't she (the chef) do an incredible job?\\\" She does. \\n\\nMy hubby got the crab tortellini and also loved his. I heard \\\"mmmm this is so good\\\" from all around the table. Our waiter was super nice and even gave us free desserts because we were some of the last people in the restaurant. Service was very slow and the place was PACKED but we had our jugs of wine and a large group with good conversation so it didn't seem to bother anyone.\\n\\nSo-\\n\\nDo order the calamari and fried zucchini appetizers. Leave out the mussels. \\n\\nIf they have the sea bass special, I highly recommend it. The chicken parm and crab tortellini were also very good and very big. The chicken Romano was a bit bland. The house salads were teeny. \\n\\nDo make a reservation but still expect to wait for your food. Go with a large group of people and plan for it to be loud. Don't go with a date unless you're fighting and don't feel like hearing anything they have to say.  Ask to sit in the side room if it's available.\",\"date\":\"2013-01-20 13:25:59\"}\n"
+"{\"review_id\":\"G7XHMxG0bx9oBJNECG4IFg\",\"user_id\":\"jlu4CztcSxrKx56ba1a5AQ\",\"business_id\":\"3fw2X5bZYeW9xCz_zGhOHg\",\"stars\":3.0,\"useful\":5,\"funny\":4,\"cool\":5,\"text\":\"Tracy dessert had a big name in Hong Kong and the one in First Markham place has been here for many years now! \\n\\nCame in for some Chinese dessert, and I must say their selection has increased tremendously over the years. I might as well add that the price has also increased tremendously as well. The waitress gave us tea, which I could taste had red date in it. Fancy!\\n\\nA simple taro with coconut with tapioca pearls was like $5.25 or something. Basically all the desserts were more than $5. That's crazy! I can literally just make this dessert at home and for a bowl, it would probably cost like $0.50. A few years ago, I think I can still get it for like $3-$4, which is more reasonable, but wow, more than $5 is a little over the top for this dessert. Though I must say, it is Tracy Dessert, and they are a little more on the expensive side. \\n\\nI also saw other items on the menu like fish balls, chicken wings, shaved ice. My friend got a mango drink with fresh mango in it! \\n\\nI'm also surprised how many people come to Tracy Dessert after work. We came on a Sunday and the tables were always filled. I think the amount of tables they had were just perfect because no one really waited for seats for a long time, but the tables kept filling up once a table was finished.\",\"date\":\"2016-05-07 01:21:02\"}\n"
+"{\"review_id\":\"8e9HxxLjjqc9ez5ezzN7iQ\",\"user_id\":\"d6xvYpyzcfbF_AZ8vMB7QA\",\"business_id\":\"zvO-PJCpNk4fgAVUnExYAA\",\"stars\":1.0,\"useful\":3,\"funny\":1,\"cool\":1,\"text\":\"This place has gone down hill.  Clearly they have cut back on staff and food quality\\n\\nMany of the reviews were written before the menu changed.  I've been going for years and the food quality has gone down hill.\\n\\nThe service is slow & my salad, which was $15, was as bad as it gets.\\n\\nIt's just not worth spending the money on this place when there are so many other options.\",\"date\":\"2010-10-05 19:12:35\"}\n"
+"{\"review_id\":\"qrffudO73zsslZbe8B9D3Q\",\"user_id\":\"sG_h0dIzTKWa3Q6fmb4u-g\",\"business_id\":\"b2jN2mm9Wf3RcrZCgfo1cg\",\"stars\":2.0,\"useful\":1,\"funny\":0,\"cool\":0,\"text\":\"I was really looking forward to visiting after having some of their beers. The \\\"Man O'War\\\" quickly became my favorite DIPA; the Rusulka Vanilla Stout is a good thick, sweet stout; and the Ironclad is a top notch IPA. \\nThe only big miss on their beers I've had is the Big Chuck Barleywine. It could probably benefit greatly with age, but at this age all there is to taste is the alcohol.  \\nNonetheless, I had enough to convince me that the other beers I hadn't had from them would be top notch... and they are! \\nThe reason for the 2 stars should not reflect the quality of the brewers, they obviously know their craft well! \\nThe servers are great and friendly.... but relying on two servers to wait on 100+ customers says a lot about how inexperienced management must be. In fact, after waiting 15 mins at a dirty table I was finally able to track down someone I guessed was an employee to let them know we were even there! \\nAfter another 5+ mins, the GM finally stopped over to take our drink order. The smugness of this guy was amazing. The thought of offering a simple apology never seemed to enter into his head. \\nThis is the time a server finally stopped by to pick up the non-final check left by the party before us... who didn't seem very pleased when leaving. \\nThe toast & cheese was good, but by the time we were able to dig into their heartiest offering of food, saltines and butter may have been equally pleasing.\",\"date\":\"2015-01-18 14:04:18\"}\n"
+"{\"review_id\":\"RS_GTIT6836bCaPy637kNQ\",\"user_id\":\"nMeCE5-xsdleyxYuNZ_7rA\",\"business_id\":\"oxwGyA17NL6c5t1Etg5WgQ\",\"stars\":3.0,\"useful\":1,\"funny\":0,\"cool\":1,\"text\":\"It's a giant Best Buy with 66 registers.  I don't get it.  What's the big deal about this place??\",\"date\":\"2012-02-29 21:52:43\"}\n"
+"{\"review_id\":\"kbtscdyz6lvrtGjD1quQTg\",\"user_id\":\"FIk4lQQu1eTe2EpzQ4xhBA\",\"business_id\":\"8mIrX_LrOnAqWsB5JrOojQ\",\"stars\":4.0,\"useful\":0,\"funny\":0,\"cool\":0,\"text\":\"Like walking back in time, every Saturday morning my sister and I was in a bowling league and after we were done, we'd spend a few quarters playing the pin ball machines until our mother came to pick us up.\\n\\nMy sister was daring and play the machines hard, she was afraid of that \\\"tilt\\\" showing up and freezing the game.  I, on the other hand was a bit more gentler and wanted to make sure I got my quarter's worth.\\n\\nThis place has rows and rows of machines, some are really old and some are more of a mid 80's theme.  There is even a Ms pac man!  It was fun to spend an afternoon playing the machines and remembering all the fun of my early teen years.\",\"date\":\"2011-11-30 02:11:15\"}\n"
+"{\"review_id\":\"-I5umRTkhw15RqpKMl_o1Q\",\"user_id\":\"-mA3-1mN4JIEkqOtdbNXCQ\",\"business_id\":\"mRUVMJkUGxrByzMQ2MuOpA\",\"stars\":1.0,\"useful\":0,\"funny\":1,\"cool\":0,\"text\":\"Walked in around 4 on a Friday afternoon, we sat at a table just off the bar and walked out after 5 min or so. Don't even think they realized we walked in. However everyone at the bar noticed we walked in!!! Service was non existent at best. Not a good way for a new business to start out. Oh well, the location they are at has been about 5 different things over the past several years, so they will just be added to the list. SMDH!!!\",\"date\":\"2017-12-15 23:27:08\"}\n"
+"{\"review_id\":\"Z7wgXp98wYB57QdRY3HQ3w\",\"user_id\":\"GYNnVehQeXjty0xH7-6Fhw\",\"business_id\":\"FxLfqxdYPA6Z85PFKaqLrg\",\"stars\":4.0,\"useful\":0,\"funny\":0,\"cool\":0,\"text\":\"Wow. So surprised at the one and two star reviews!  We started with the most tender calamari. Although the marinara sauce was a bit bland, but a touch of salt made it just right. My husband had the veal with peppers and said it was so delicious and tender. The mashed potatoes were perfect. I had the salmon Diablo which was also delicious. Our salad was beautiful! Dressing was served on the salad and it was a nice amount. We ended our delicious meal with a piece of tiramisu. Our server Matt was right on!! Very pleasant and knowledgeable about the menu. Our appetizer, salad and entrees were timed perfectly. I love salad and did not mind that my entree was served while I was still eating it! No problem it let my dinner cool to just the right temp for me to eat it comfortably. \\nI wonder sometimes if people just don't appreciate relaxing and taking time to eat a wonderful and beautifully prepared meal.  A wonderful atmosphere. So relaxing. The chairs are super comfortable too!!! We will certainly be back. \\nGive it a try.  Don't  always go by the reviews. \\nA bottle of Riesling, calamari app, two delicious entrees and dessert for $92! \\nWell with it.\",\"date\":\"2016-05-07 01:36:53\"}\n"
+"{\"review_id\":\"qlXw1JQ0UodW7qrmVgwCXw\",\"user_id\":\"bAhqAPoWaZYcyYi7bs024Q\",\"business_id\":\"LUN6swQYa4xJKaM_UEUOEw\",\"stars\":4.0,\"useful\":0,\"funny\":0,\"cool\":0,\"text\":\"Michael from Red Carpet VIP is amazing ! I reached out because I needed help planning my soon to be sister in law's bachelorette. It was a group of 10 girls so I was a little overwhelmed but Michael saved the day! Everything was super smooth and easy! We got good deals and had the best time ever! We booked hotel and a bachelorette package for a great price. I have saved contact info because I will for sure reach out again on next Vegas trip!!!\",\"date\":\"2018-04-27 20:25:26\"}\n"
+"{\"review_id\":\"JVcjMhlavKKn3UIt9p9OXA\",\"user_id\":\"TpyOT5E16YASd7EWjLQlrw\",\"business_id\":\"AakkkTuGZA2KBodKi2_u8A\",\"stars\":1.0,\"useful\":1,\"funny\":1,\"cool\":0,\"text\":\"I cannot believe how things have changed in 3 years. I picked up duck congee sometime in the winter when my hubby was sick.  I was very disappointed because the ginger fish sauce tasted like it had gone bad (it should never be bitter).  Today, my hubby wanted to eat there since he was craving the duck congee and most places don't serve the duck & coleslaw side. We waited about 10 minutes to get our menu.  After we placed our orders, we waited another 5 minutes to get the tea that most places bring with the menu.  I could go on with the details but the gist of the story is they were understaffed or the staff was slow.  The worst part of it was that the service.  The servers make us feel bad for asking for anything (like when they took our order).  We had arrived and placed our order before another couple bside us at least 10 minutes ahead but somehow, this couple received their pho before mine.  They were almost done eating their pho before mine came out.\",\"date\":\"2012-07-16 00:37:14\"}\n"
+"{\"review_id\":\"svK3nBU7Rk8VfGorlrN52A\",\"user_id\":\"NJlxGtouq06hhC7sS2ECYw\",\"business_id\":\"YvrylyuWgbP90RgMqZQVnQ\",\"stars\":5.0,\"useful\":0,\"funny\":0,\"cool\":0,\"text\":\"You can't really find anything wrong with this place, the pastas and pizzas are both amazing and high quality, the price is very reasonable, the owner and the staff are very friendly, if you're in downtown check this place out, a lot of people think just because it's downtown there are lots of options around but that's not always the case as there is also a lot of poor quality food in downtown as well.\",\"date\":\"2017-04-07 21:27:49\"}\n"
+"{\"review_id\":\"1wVA2-vQIuW_ClmXkDxqMQ\",\"user_id\":\"86J5DwcFk4f4In1Vxe2TvA\",\"business_id\":\"NyLYY8q1-H3hfsTwuwLPCg\",\"stars\":4.0,\"useful\":0,\"funny\":0,\"cool\":0,\"text\":\"Great lunch today. Staff was very helpful in assisting with selections and knowledgeable on the ingredients. We enjoyed the BBQ chicken with tika masala sauce and really good naan bread. The biryani with chicken was also yummy! Fun to see the food being prepared in the tandoori ovens. Great addition to the fast casual scene in Cleveland.\",\"date\":\"2015-01-03 22:47:34\"}\n"
+"{\"review_id\":\"6BnQwlxRn7ZuWdzninM9sQ\",\"user_id\":\"JSrP-dUmLlwZiI7Dp3PQ2A\",\"business_id\":\"cHdJXLlKNWixBXpDwEGb_A\",\"stars\":3.0,\"useful\":1,\"funny\":7,\"cool\":1,\"text\":\"I love chinese food and I love mexican food. What can go wrong? A couple of things. First things first, this place is more of a \\\"rice bowl\\\" kind of place. I thought it was going to be more diverse as far as the menu goes, but its mainly rice bowls you get with different kinds of meats. The ordering was a little confusing at first, but one of the employees helped us out and I got the 2-item bowl and got the jade chicken and hengrenade chicken with all rice(jerk). I also ordered a jade chicken quesadilla on the side.\\n\\nI'm gonna admit, this place looks kinda dirty. I don't think Arizona uses those health department letter grade system like California does, but if I were to just judge by how it looked inside, i'd give it a \\\"C\\\" grade lol. We waited for about 15 minutes or so and finally got our food. We took it to go and ate at our hotel room. \\n\\nMmmm... the food was just alright. The jade chicken was nothing special. It tasted like any generic chinese fast food orange chicken\\/sesame chicken variant. The hengrenade chicken, although was the less spicier version of the jerk chicken, was still pretty spicy for me. Just be warned the jerk chicken is super spicy. If you aren't sure, ask for a sample at the restaurant before ordering, but it was way too spicy for me. \\n\\nThe jade chicken quesadilla was decent, but nothing special. Just imagine orange chicken in between a tortilla and cheese. A friend of mine ordered a jade chicken burrito and we were confused when we pulled it out of the bag because it was literally the size of Mcdonald's apple pie. If you order the burrito, be warned that it's a burrito for gnomes and smurfs, but he said it was tasty. \\n\\nThey provide a snicker doodle sugar cookie for each meal and it was decent, again nothing special. \\n\\nNot gonna lie, the next day my stomach felt like a little mexican dude and chinese dude were wrestling and throwing molotov cocktails inside. I used the bathroom like 5 times. I don't recommend eating this place if you have a lot to do the next day.\",\"date\":\"2015-04-01 16:30:00\"}\n"
+"{\"review_id\":\"rEITo90tpyKmEfNDp3Ou3A\",\"user_id\":\"6Fz_nus_OG4gar721OKgZA\",\"business_id\":\"6lj2BJ4tJeu7db5asGHQ4w\",\"stars\":5.0,\"useful\":0,\"funny\":0,\"cool\":0,\"text\":\"We've been a huge Slim's fan since they opened one up in Texas about two years ago when we used to live there. This place never disappoints. They even have great salads and grilled chicken. Plus they have fresh brewed sweet tea, it's the best!\",\"date\":\"2017-05-26 01:23:19\"}\n"
+"{\"review_id\":\"4bUyL7lzoWzDZaJETAKREg\",\"user_id\":\"_N7Ndn29bpll_961oPeEfw\",\"business_id\":\"y-Iw6dZflNix4BdwIyTNGA\",\"stars\":3.0,\"useful\":0,\"funny\":0,\"cool\":0,\"text\":\"Good selection of classes of beers and mains. I've been here twice.\\n\\nFirst time I had the fried chicken. It was delicious, but be warned, extremely salty. I couldn't even finish the last piece of chicken after experiencing a salt overload.\\n\\nSecond time we came on a wednesday. We didn't know it was BBQ night, where they have a completely different menu, and don't offer anything from their original vegetarian-friendly menu. This menu has one vegetarian-friendly option - an eggplant sandwich. The vegetarian in my party said it was awful. Also, on BBQ night you choose 2 sides. Except they were out of all their sides except 2 - fries and potato salad. I can't say I was thrilled to have carb heavy sides with my carb heavy main. How do you run out of sides so early in the evening?\\n\\nService not so great.\\n\\nI'd avoid coming here on wednesdays.\",\"date\":\"2014-06-27 21:19:23\"}\n"

reproduction/text_classification/test/test_yelp.py

@@ -0,0 +1,7 @@
+import unittest
+from reproduction.text_classification.data.yelpLoader import yelpLoader
+
+class TestDatasetLoader(unittest.TestCase):
+    def test_yelpLoader(self):
+        ds = yelpLoader().load('sample_yelp.json')
+        assert len(ds) == 20