DS

Med Cabinet API

Med Cabinet is a cannibis recommendation service. Users are able to query a 2K + database to get recommendations based on medical conditions/symptoms, positive effects they wish to experience, and specific strains types they are interested. If the user knows or wants to find out more about a specific strain, they can query the name directly, as well.

BASE URL

https://med-cabinet-project.herokuapp.com/

Here user can see a json list holding dictioanries of all the different strains and different information about it.

ENDPOINTS

• /<strain>

User enters a string query for a strain name and they get a json object, similar to the one below: https://med-cabinet-project.herokuapp.com/Afpak

description: "Afpak, named for its dir…ving difficulty eating."
flavor: 	 "Pine,Spicy/Herbal,Earthy"
medical: 	 "Depression,Insomnia,Pain,Stress,Lack of Appetite"
negative: 	 "Dizzy"
positiveL 	 "Relaxed,Creative,Focused,Sleepy,Happy"
rating: 	 4.2
type: 	     "hybrid"

• /data User can view a static html table of all the different strains stored in the Postgres Database.

• /types/<race> Users can enter the specific type/family of weed they are interested in, i.e. hybrid, indica, sativa This query return a randomized list of five strains that are in this category. https://med-cabinet-project.herokuapp.com/types/indica

• /medical/<medical> Users can enter specific medical conditions/symptoms and they will receive 5 different strains said to treat or help with the condition.

List of medical conditions in database

• Depression
• Eye Pressure
• Fatigue
• Headaches
• Inflammation
• Insomnia
• Lack of Appetite
• Muscle Spasms
• Nausea
• Pain
• Seizures
• Spasticity
• Stress

https://med-cabinet-project.herokuapp.com/medical/depression

flavor:	  "Earthy,Sweet,Pine"
id: 	  250
medical:  "Depression,Pain,Stress,Cramps,Lack of Appetite"
name:	  "Blue Champagne"
negative: "Dizzy,Dry Mouth,Paranoid,Dry Eyes,Anxious"
positive  "Euphoric,Happy,Creative,Energetic,Uplifted"
type:     "hybrid"

• /positive/<positive> Users can enter specific positive effects they wish to experiences and they will receive 5 different strains that allow the user to experience said feeling.

List of positive effects in database

• Creative
• Energetic
• Euphoric
• Focused
• Giggly
• Happy
• Hungry
• Relaxed
• Sleepy
• Talkative
• Tingly
• Uplifted

https://med-cabinet-project.herokuapp.com/positive/happy

flavor:	  "Woody,Sweet,Diesel"
id:  	  1734
medical:  "Depression,Pain,Stress,Nausea,Headache,Headaches"
name:	  "Sweet Diesel"
negative: "Dizzy,Dry Mouth,Paranoid,Dry Eyes"
positive: "Relaxed,Happy,Energetic,Talkative,Uplifted"
type:  	  "sativa"

• /flavors/<flavors> Users can query the database for specific flavors that they enjoy and will receive 5 different strains that come in that flavor. https://med-cabinet-project.herokuapp.com/flavors/earthy

flavor:	  "Earthy,Sweet,Citrus"
id:  	  782
medical:  "Depression,Pain,Stress,Fatigue,Headaches"
name:	  "Golden Goat"
negative: "Dizzy,Dry Mouth,Paranoid,Dry Eyes,Anxious"
positive: "Relaxed,Euphoric,Happy,Energetic,Uplifted"
type:	

• /query/<medical>/<medical>/<positive>

Users are looking for more specific strains are able to query the database based on two medical symptoms and one positive effect they are looking to achieve. This query will return up to 5 strains if there are matches in the database. https://med-cabinet-project.herokuapp.com/query/nausea/pain/happy

flavor:	  "Citrus,Flowery,Sweet"
id:	      1371
medical:  "Depression,Pain,Stress,Nausea,Headache,Fatigue"
name:	  "Pandora's Box"
negative: "Dizzy,Dry Mouth,Paranoid,Dry Eyes"
positive: "Euphoric,Happy,Creative,Energetic,Uplifted"
type:	  "sativa"

Code Links

Below are links to resources used to create this project:

• Datasets: (https://github.com/Med-Cabinet-Project/DS/tree/master/web_app/stats_model/csv) cannabis.csv is a merged dataframe of both the strains.csv (csv created from the Strains's API) and the csv from Kaggle.

• Pickled models: https://github.com/Med-Cabinet-Project/DS/tree/master/web_app/stats_model/pickle_models These are the pickled dictionaries used for the home route and the strains route

• API: https://github.com/Med-Cabinet-Project/DS/tree/master/web_app This is where the code for creating the different endpoints can be located.

• Packages/Technologies used: https://github.com/Med-Cabinet-Project/DS/blob/master/requirements.txt

Testing

Used curl to test that endpoints were able to retrieve correct information.

Example: curl med-cabinet-project.herokuapp.com/query/pain/depression/happy

[{"flavor":"Berry,Earthy,Sweet","id":1370,"medical":"Depression,Insomnia,Pain,Stress,Lack of Appetite","name":"Panda OG","negative":"Paranoid,Anxious","positive":"Relaxed,Euphoric,Happy,Talkative,Focused","type":"hybrid"},{"flavor":"Citrus,Pine,Honey","id":1276,"medical":"Depression,Insomnia,Pain,Stress,Lack of Appetite,Headache","name":"Neptune Kush","negative":"Dizzy,Dry Mouth,Dry Eyes","positive":"Relaxed,Hungry,Happy,Uplifted,Giggly","type":"indica"},{"flavor":"Lemon,Citrus,Pine","id":973,"medical":"Depression,Pain,Stress,Nausea,Headache,Headaches","name":"Jack the Ripper","negative":"Dry Mouth,Paranoid,Dry Eyes,Anxious","positive":"Euphoric,Happy,Energetic,Talkative,Uplifted","type":"sativa"},{"flavor":"Sweet,Vanilla,Earthy","id":236,"medical":"Depression,Insomnia,Pain,Stress,Nausea","name":"Blissful Wizard","negative":"","positive":"Relaxed,Euphoric,Happy,Creative,Talkative","type":"hybrid"},{"flavor":"Citrus,Lemon,Earthy","id":870,"medical":"Depression,Pain,Stress,Lack of Appetite,Fatigue","name":"Harmony","negative":"Dizzy,Dry Mouth,Dry Eyes","positive":"Relaxed,Euphoric,Happy,Creative,Uplifted","type":"hybrid"}]