DTREX-609 Data questions

[diogommartins]

• ✨ Adds Amora Data Questions amora.questions.Question: https://github.com/mundipagg/amora-data-build-tool/blob/feature/data-questions/amora/questions.py#L14
• ➕ Adds dash as a dev dependency
• 📍 Pins SQLAlchemy to 1.4.35

Documentation

Local documentation accessible through mkdocs serve + http://127.0.0.1:8000/concepts/data-questions/

Examples

from amora.questions import QUESTIONS

for question in QUESTIONS:
    print(question)

---

How many data points where acquired?

SELECT sum(`step_count_by_source`.`value_count`) AS `total`
FROM `amora-data-build-tool.amora`.`step_count_by_source`

Answer

   total
0  18785

What are the available data sources?

SELECT DISTINCT `step_count_by_source`.`source_name`
FROM `amora-data-build-tool.amora`.`step_count_by_source`

Answer

    source_name
0  Diogo iPhone
1        Mi Fit
2        iPhone

What is the observation starting point?

SELECT min(`step_count_by_source`.`event_timestamp`) AS `event_timestamp`
FROM `amora-data-build-tool.amora`.`step_count_by_source`

Answer

            event_timestamp
0 2019-12-09 13:00:00+00:00

What is the latest data point?

SELECT max(`step_count_by_source`.`event_timestamp`) AS `event_timestamp`
FROM `amora-data-build-tool.amora`.`step_count_by_source`

Answer

            event_timestamp
0 2021-07-23 02:00:00+00:00

Qual o total de passos dados até hoje?

SELECT
  sum(`step_count_by_source`.`value_sum`) AS `total`,
  `step_count_by_source`.`source_name`
FROM `amora-data-build-tool.amora`.`step_count_by_source`
GROUP BY `step_count_by_source`.`source_name`

Answer

       total   source_name
0  1177603.0  Diogo iPhone
1  1422951.0        Mi Fit
2   147400.0        iPhone

What is the current estimated walked distance?

SELECT
  sum(`step_count_by_source`.`value_sum`) * 79 AS `total_in_centimeters`,
  (sum(`step_count_by_source`.`value_sum`) * 79) / 100 AS `total_in_meters`,
  (sum(`step_count_by_source`.`value_sum`) * 79) / 100000 AS `total_in_kilometers`,
  `step_count_by_source`.`source_name`
FROM `amora-data-build-tool.amora`.`step_count_by_source`
GROUP BY `step_count_by_source`.`source_name`

Answer

   total_in_centimeters  total_in_meters  total_in_kilometers   source_name
0            93030637.0        930306.37            930.30637  Diogo iPhone
1           112413129.0       1124131.29           1124.13129        Mi Fit
2            11644600.0        116446.00            116.44600        iPhone