Created
July 7, 2022 21:02
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from itertools import chain, repeat | |
from bisect import bisect_left | |
from datetime import datetime, timedelta | |
import numpy as np | |
import matplotlib.pyplot as plt | |
data = [ | |
{ | |
"name": "Project1", | |
"start-stop": [datetime(2021,4,1), datetime(2026, 2, 28)], | |
"man-months": 4, | |
}, | |
{ | |
"name": "Project2", | |
"start-stop": [datetime(2022, 1, 1), datetime(2022,12,31)], | |
"man-months": 0.5, | |
}, | |
{ | |
"name": "Project3", | |
"start-stop": [datetime(2019, 8, 1), datetime(2024, 4, 30)], | |
"man-months": 0.5, | |
}, | |
{ | |
"name": "Proejct4", | |
"start-stop": [datetime(2022, 4, 15), datetime(2023, 4, 14)], | |
"man-months": 2., | |
}, | |
{ | |
"name": "Project5", | |
"start-stop": [datetime(2021, 1, 1), datetime(2024, 12, 31)], | |
"man-months": 1, | |
}, | |
{ | |
"name": "Projecy6", | |
"start-stop": [datetime(2021, 8, 1), datetime(2023, 7, 31)], | |
"man-months": 0.5 | |
}, | |
{ | |
"name": "Project7", | |
"start-stop": [datetime(2022, 1, 10), datetime(2023, 9, 30)], | |
"man-months": 0.58, | |
}, | |
] | |
def plot_stacked_step(x_in, y_in, names, ax=None): | |
if ax is None: | |
fig, ax = plt.subplots(figsize=(7,3)) | |
all_x = sorted(set(chain(*x_in))) | |
all_adj_y = [] | |
for xs, ys in zip(x_in, y_in): | |
new_y = 0 | |
iy = 0 | |
adj_y = [] | |
for x in all_x: | |
if x in xs: | |
new_y = ys[iy] if iy < len(ys) else 0 | |
adj_y.append(new_y) | |
iy += 1 | |
else: | |
adj_y.append(new_y) | |
all_adj_y.append(adj_y) | |
all_adj_y | |
stacked = np.cumsum(all_adj_y, axis=0) | |
for name, i_stacked in list(zip(names, stacked))[::-1]: | |
ax.fill( | |
np.repeat(all_x, 2), | |
np.hstack((0, np.repeat(i_stacked, 2)))[:-1], | |
label=name, | |
) | |
ax.set_xlabel("time") | |
ax.set_ylabel("man-months commited") | |
ax.legend(bbox_to_anchor=(1, 1)) | |
ax.axhline(12, ls='--', color='k') | |
ax.axvline(datetime.now(), ls='--', color=[.5, .5, .5]) | |
ax.set_ylim((0, 12.5)) | |
_ = ax.set_xlim((datetime.now() - timedelta(days=150))) | |
def plot_jit(data): | |
plot_stacked_step( | |
[x["start-stop"] for x in data], | |
[[x["man-months"]] for x in data], | |
[x["name"] for x in data], | |
) | |
plot_jit(data) |
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