def test_load_data_load_sensor_func_module1(parse):
# def load_sensor_data():
# sensor_data = []
load_data = parse("load_data")
assert load_data.success, load_data.message
load_sensor_data = load_data.defines("load_sensor_data")
assert (
load_sensor_data.exists()
), "Are you defining a function called `load_sensor_data` with no input parameters?"
sensor_data = load_sensor_data.assign_().match({
"type": "Assign",
"targets_0_type": "Name",
"targets_0_id": "sensor_data",
"value_type": "List",
})
assert (
sensor_data
), "Are you creating a variable called `sensor_data` set equal to an empty list?"
def test_load_data_sensor_files_module1(parse):
# ....
# sensor_files = glob.glob(os.path.join(os.getcwd(), 'datasets', '*.csv'))
load_data = parse("load_data")
assert load_data.success, load_data.message
# load_sensor_data = load_data.query("def load_sensor_data(): ??")
load_sensor_data = load_data.defines("load_sensor_data")
load_sensor_data_exists = load_sensor_data.exists()
assert (
load_sensor_data_exists
), "Are you defining a function called `load_sensor_data` with the correct arguments?"
sensor_files = (load_sensor_data.assign_().match({
"1_type":
"Assign",
"1_targets_0_type":
"Name",
"1_targets_0_id":
"sensor_files",
"1_value_type":
"Call",
"1_value_func_type":
"Attribute",
"1_value_func_value_type":
"Name",
"1_value_func_value_id":
"glob",
"1_value_func_attr":
"glob",
"1_value_args_0_type":
"Call",
"1_value_args_0_func_type":
"Attribute",
"1_value_args_0_func_value_type":
"Attribute",
"1_value_args_0_func_value_value_type":
"Name",
"1_value_args_0_func_value_value_id":
"os",
"1_value_args_0_func_value_attr":
"path",
"1_value_args_0_func_attr":
"join",
"1_value_args_0_args_0_type":
"Call",
"1_value_args_0_args_0_func_type":
"Attribute",
"1_value_args_0_args_0_func_value_type":
"Name",
"1_value_args_0_args_0_func_value_id":
"os",
"1_value_args_0_args_0_func_attr":
"getcwd",
"1_value_args_0_args_1_type":
"Constant",
"1_value_args_0_args_1_value":
"datasets",
"1_value_args_0_args_2_type":
"Constant",
"1_value_args_0_args_2_value":
"*.csv"
}).exists())
assert (
sensor_files
), "Are you creating a variable called `sensor_files` and assigning it glob.glob() and passing os.path.join()? Are you passing 3 values to os.path.join()?"
def test_load_data_load_recs_module1(parse):
# def load_sensor_data():
# ....
# for row in data_reader:
# sensor_data.append(row)
# return sensor_data
load_data = parse("load_data")
assert load_data.success, load_data.message
load_sensor_data = load_data.query("def load_sensor_data(): ??")
assert (
load_sensor_data.exists()
), "Are you defining a function called `load_sensor_data` with the correct arguments?"
first_for_exists = (load_sensor_data.for_().match({
"target_type":
"Name",
"target_id":
"sensor_file",
"iter_type":
"Name",
"iter_id":
"sensor_files",
}).exists())
assert (
first_for_exists
), 'Do you have a `for` loop, looping through `sensor_files`? Is the current loop value called `sensor_file`?'
with_exists = (load_sensor_data.for_().match({
"0_type":
"With",
"0_items_0_type":
"withitem",
"0_items_0_context_expr_type":
"Call",
"0_items_0_context_expr_func_type":
"Name",
"0_items_0_context_expr_func_id":
"open",
"0_items_0_context_expr_args_0_type":
"Name",
"0_items_0_context_expr_args_0_id":
"sensor_file",
"0_items_0_optional_vars_type":
"Name",
"0_items_0_optional_vars_id":
"data_file"
}).exists())
assert (
with_exists
), "Do you have a call to `open` in your `with` code and are you passing `open` the correct argument?"
data_reader = (load_sensor_data.for_().match({
"0_body_0_type":
"Assign",
"0_body_0_targets_0_type":
"Name",
"0_body_0_targets_0_id":
"data_reader",
"0_body_0_value_type":
"Call",
"0_body_0_value_func_type":
"Attribute",
"0_body_0_value_func_value_type":
"Name",
"0_body_0_value_func_value_id":
"csv",
"0_body_0_value_func_attr":
"DictReader",
"0_body_0_value_args_0_type":
"Name",
"0_body_0_value_args_0_id":
"data_file",
"0_body_0_value_keywords_0_type":
"keyword",
"0_body_0_value_keywords_0_arg":
"delimiter",
"0_body_0_value_keywords_0_value_type":
"Constant",
"0_body_0_value_keywords_0_value_value":
",",
}).exists())
assert (
data_reader
), "Are you assigning `data_reader` the result of `csv.DictReader()` with the correct input argument and delimeter?"
second_for_exist = (load_sensor_data.for_().match({
"0_body_1_type":
"For",
"0_body_1_target_type":
"Name",
"0_body_1_target_id":
"row",
"0_body_1_iter_type":
"Name",
"0_body_1_iter_id":
"data_reader",
}).exists())
assert (
second_for_exist
), """Do you have a second `for` loop, looping through `data_reader`?
Is the current loop value called `row`?
Is this loop part of the `with` block?"""
sensor_data_append = (load_sensor_data.for_().match({
"0_body_1_body_0_type":
"Expr",
"0_body_1_body_0_value_type":
"Call",
"0_body_1_body_0_value_func_type":
"Attribute",
"0_body_1_body_0_value_func_value_type":
"Name",
"0_body_1_body_0_value_func_value_id":
"sensor_data",
"0_body_1_body_0_value_func_attr":
"append",
"0_body_1_body_0_value_args_0_type":
"Name",
"0_body_1_body_0_value_args_0_id":
"row"
}).exists())
assert (sensor_data_append
), 'Are you appending the `row` records to the `sensor_data` list?'
returns_load_sensor_data = load_sensor_data.returns("sensor_data")
assert (
returns_load_sensor_data
), 'Are you returning `sensor_data` from `load_sensor_data` function?'
# Test Length of return value
# recs = load_sensor_data() # this is defined above
assert (len(data_len) == 2000
), """The length of your sensor_data list is incorrect.
def test_load_data_read_files_module1(parse):
# ....
# for sensor_file in sensor_files:
# with open(sensor_file) as data_file:
# data_reader = csv.DictReader(data_file, delimiter=',')
load_data = parse("load_data")
assert load_data.success, load_data.message
# load_sensor_data = load_data.defines("load_sensor_data")
load_sensor_data = load_data.query("def load_sensor_data(): ??")
assert (
load_sensor_data.exists()
), "Are you defining a function called `load_sensor_data` with the correct arguments?"
first_for_exists = (load_sensor_data.for_().match({
"target_type":
"Name",
"target_id":
"sensor_file",
"iter_type":
"Name",
"iter_id":
"sensor_files",
}).exists())
assert (
first_for_exists
), 'Do you have a `for` loop, looping through `sensor_files`? Is the current loop value called `sensor_file`?'
with_exists = (load_sensor_data.for_().match({
"0_type":
"With",
"0_items_0_type":
"withitem",
"0_items_0_context_expr_type":
"Call",
"0_items_0_context_expr_func_type":
"Name",
"0_items_0_context_expr_func_id":
"open",
"0_items_0_context_expr_args_0_type":
"Name",
"0_items_0_context_expr_args_0_id":
"sensor_file",
"0_items_0_optional_vars_type":
"Name",
"0_items_0_optional_vars_id":
"data_file"
}).exists())
assert (
with_exists
), "Do you have a call to `open` in your `with` code and are you passing `open` the correct argument?"
data_reader = (load_sensor_data.for_().match({
"0_body_0_type":
"Assign",
"0_body_0_targets_0_type":
"Name",
"0_body_0_targets_0_id":
"data_reader",
"0_body_0_value_type":
"Call",
"0_body_0_value_func_type":
"Attribute",
"0_body_0_value_func_value_type":
"Name",
"0_body_0_value_func_value_id":
"csv",
"0_body_0_value_func_attr":
"DictReader",
"0_body_0_value_args_0_type":
"Name",
"0_body_0_value_args_0_id":
"data_file",
"0_body_0_value_keywords_0_type":
"keyword",
"0_body_0_value_keywords_0_arg":
"delimiter",
"0_body_0_value_keywords_0_value_type":
"Constant",
"0_body_0_value_keywords_0_value_value":
",",
}).exists())
assert (
data_reader
), "Are you assigning `data_reader` the result of `csv.DictReader()` with the correct input argument and delimeter?"