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-rw-r--r--numpy/lib/function_base.py9
1 files changed, 7 insertions, 2 deletions
diff --git a/numpy/lib/function_base.py b/numpy/lib/function_base.py
index ff69b07dc..3074a2f70 100644
--- a/numpy/lib/function_base.py
+++ b/numpy/lib/function_base.py
@@ -337,6 +337,11 @@ def histogramdd(sample, bins=10, range=None, normed=False, weights=None):
smin[i] = smin[i] - .5
smax[i] = smax[i] + .5
+ # avoid rounding issues for comparisons when dealing with inexact types
+ if np.issubdtype(sample.dtype, np.inexact):
+ edge_dt = sample.dtype
+ else:
+ edge_dt = float
# Create edge arrays
for i in arange(D):
if isscalar(bins[i]):
@@ -345,9 +350,9 @@ def histogramdd(sample, bins=10, range=None, normed=False, weights=None):
"Element at index %s in `bins` should be a positive "
"integer." % i)
nbin[i] = bins[i] + 2 # +2 for outlier bins
- edges[i] = linspace(smin[i], smax[i], nbin[i]-1)
+ edges[i] = linspace(smin[i], smax[i], nbin[i]-1, dtype=edge_dt)
else:
- edges[i] = asarray(bins[i], float)
+ edges[i] = asarray(bins[i], edge_dt)
nbin[i] = len(edges[i]) + 1 # +1 for outlier bins
dedges[i] = diff(edges[i])
if np.any(np.asarray(dedges[i]) <= 0):