{ "__type": "IngestedDoc", "__tag": 4010, "_content": {}, "_ordered_sections": [], "item_file": null, "item_line": null, "item_type": null, "aliases": [], "example_section_data": { "__type": "Section", "__tag": 4015, "children": [], "title": [], "level": 0, "target": null }, "see_also": [], "signature": null, "references": null, "qa": "release:1.0.0-notes", "arbitrary": [ { "__type": "Section", "__tag": 4015, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "We are extremely pleased to announce the release of SciPy 1.0, 16 years after version 0.1 saw the light of day. It has been a long, productive journey to get here, and we anticipate many more exciting new features and releases in the future." } ] } ], "title": [ { "__type": "Text", "__tag": 4046, "value": "SciPy 1.0.0 Release Notes" } ], "level": 0, "target": null }, { "__type": "Section", "__tag": 4015, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "A version number should reflect the maturity of a project - and SciPy was a mature and stable library that is heavily used in production settings for a long time already. From that perspective, the 1.0 version number is long overdue." } ] }, { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "Some key project goals, both technical (e.g. Windows wheels and continuous integration) and organisational (a governance structure, code of conduct and a roadmap), have been achieved recently." } ] }, { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "Many of us are a bit perfectionist, and therefore are reluctant to call something \"1.0\" because it may imply that it's \"finished\" or \"we are 100% happy with it\". This is normal for many open source projects, however that doesn't make it right. We acknowledge to ourselves that it's not perfect, and there are some dusty corners left (that will probably always be the case). Despite that, SciPy is extremely useful to its users, on average has high quality code and documentation, and gives the stability and backwards compatibility guarantees that a 1.0 label imply." } ] } ], "title": [ { "__type": "Text", "__tag": 4046, "value": "Why 1.0 now?" } ], "level": 1, "target": null }, { "__type": "Section", "__tag": 4015, "children": [ { "__type": "BulletList", "__tag": 4053, "ordered": false, "start": 1, "children": [ { "__type": "ListItem", "__tag": 4054, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "2001: the first SciPy release" } ] } ] }, { "__type": "ListItem", "__tag": 4054, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "2005: transition to NumPy" } ] } ] }, { "__type": "ListItem", "__tag": 4054, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "2007: creation of scikits" } ] } ] }, { "__type": "ListItem", "__tag": 4054, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "2008: scipy.spatial module and first Cython code added" } ] } ] }, { "__type": "ListItem", "__tag": 4054, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "2010: moving to a 6-monthly release cycle" } ] } ] }, { "__type": "ListItem", "__tag": 4054, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "2011: SciPy development moves to GitHub" } ] } ] }, { "__type": "ListItem", "__tag": 4054, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "2011: Python 3 support" } ] } ] }, { "__type": "ListItem", "__tag": 4054, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "2012: adding a sparse graph module and unified optimization interface" } ] } ] }, { "__type": "ListItem", "__tag": 4054, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "2012: removal of scipy.maxentropy" } ] } ] }, { "__type": "ListItem", "__tag": 4054, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "2013: continuous integration with TravisCI" } ] } ] }, { "__type": "ListItem", "__tag": 4054, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "2015: adding Cython interface for BLAS/LAPACK and a benchmark suite" } ] } ] }, { "__type": "ListItem", "__tag": 4054, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "2017: adding a unified C API with scipy.LowLevelCallable; removal of scipy.weave" } ] } ] }, { "__type": "ListItem", "__tag": 4054, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "2017: SciPy 1.0 release" } ] } ] } ] }, { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Strong", "__tag": 4048, "children": [ { "__type": "Text", "__tag": 4046, "value": "Pauli Virtanen" } ] }, { "__type": "Text", "__tag": 4046, "value": " is SciPy's Benevolent Dictator For Life (BDFL). He says:" } ] }, { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Emphasis", "__tag": 4047, "children": [ { "__type": "Text", "__tag": 4046, "value": "Truthfully speaking, we could have released a SciPy 1.0 a long time ago, so I'm\nhappy we do it now at long last. The project has a long history, and during the\nyears it has matured also as a software project. I believe it has well proved\nits merit to warrant a version number starting with unity." } ] } ] }, { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Emphasis", "__tag": 4047, "children": [ { "__type": "Text", "__tag": 4046, "value": "Since its conception 15+ years ago, SciPy has largely been written by and for\nscientists, to provide a box of basic tools that they need. Over time, the set\nof people active in its development has undergone some rotation, and we have\nevolved towards a somewhat more systematic approach to development. Regardless,\nthis underlying drive has stayed the same, and I think it will also continue\npropelling the project forward in future. This is all good, since not long\nafter 1.0 comes 1.1." } ] } ] }, { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Strong", "__tag": 4048, "children": [ { "__type": "Text", "__tag": 4046, "value": "Travis Oliphant" } ] }, { "__type": "Text", "__tag": 4046, "value": " is one of SciPy's creators. He says:" } ] }, { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Emphasis", "__tag": 4047, "children": [ { "__type": "Text", "__tag": 4046, "value": "I'm honored to write a note of congratulations to the SciPy developers and the\nentire SciPy community for the release of SciPy 1.0. This release represents\na dream of many that has been patiently pursued by a stalwart group of pioneers\nfor nearly 2 decades. Efforts have been broad and consistent over that time\nfrom many hundreds of people. From initial discussions to efforts coding and\npackaging to documentation efforts to extensive conference and community\nbuilding, the SciPy effort has been a global phenomenon that it has been a\nprivilege to participate in." } ] } ] }, { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Emphasis", "__tag": 4047, "children": [ { "__type": "Text", "__tag": 4046, "value": "The idea of SciPy was already in multiple people’s minds in 1997 when I first\njoined the Python community as a young graduate student who had just fallen in\nlove with the expressibility and extensibility of Python. The internet was\njust starting to bringing together like-minded mathematicians and scientists in\nnascent electronically-connected communities. In 1998, there was a concerted\ndiscussion on the matrix-SIG, python mailing list with people like Paul\nBarrett, Joe Harrington, Perry Greenfield, Paul Dubois, Konrad Hinsen, David\nAscher, and others. This discussion encouraged me in 1998 and 1999 to\nprocrastinate my PhD and spend a lot of time writing extension modules to\nPython that mostly wrapped battle-tested Fortran and C-code making it available\nto the Python user. This work attracted the help of others like Robert Kern,\nPearu Peterson and Eric Jones who joined their efforts with mine in 2000 so\nthat by 2001, the first SciPy release was ready. This was long before Github\nsimplified collaboration and input from others and the \"patch\" command and\nemail was how you helped a project improve." } ] } ] }, { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Emphasis", "__tag": 4047, "children": [ { "__type": "Text", "__tag": 4046, "value": "Since that time, hundreds of people have spent an enormous amount of time\nimproving the SciPy library and the community surrounding this library has\ndramatically grown. I stopped being able to participate actively in developing\nthe SciPy library around 2010. Fortunately, at that time, Pauli Virtanen and\nRalf Gommers picked up the pace of development supported by dozens of other key\ncontributors such as David Cournapeau, Evgeni Burovski, Josef Perktold, and\nWarren Weckesser. While I have only been able to admire the development of\nSciPy from a distance for the past 7 years, I have never lost my love of the\nproject and the concept of community-driven development. I remain driven\neven now by a desire to help sustain the development of not only the SciPy\nlibrary but many other affiliated and related open-source projects. I am\nextremely pleased that SciPy is in the hands of a world-wide community of\ntalented developers who will ensure that SciPy remains an example of how\ngrass-roots, community-driven development can succeed." } ] } ] }, { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Strong", "__tag": 4048, "children": [ { "__type": "Text", "__tag": 4046, "value": "Fernando Perez" } ] }, { "__type": "Text", "__tag": 4046, "value": " offers a wider community perspective:" } ] }, { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Emphasis", "__tag": 4047, "children": [ { "__type": "Text", "__tag": 4046, "value": "The existence of a nascent Scipy library, and the incredible --if tiny by\ntoday's standards-- community surrounding it is what drew me into the\nscientific Python world while still a physics graduate student in 2001. Today,\nI am awed when I see these tools power everything from high school education to\nthe research that led to the 2017 Nobel Prize in physics." } ] } ] }, { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Emphasis", "__tag": 4047, "children": [ { "__type": "Text", "__tag": 4046, "value": "Don't be fooled by the 1.0 number: this project is a mature cornerstone of the\nmodern scientific computing ecosystem. I am grateful for the many who have\nmade it possible, and hope to be able to contribute again to it in the future.\nMy sincere congratulations to the whole team!" } ] } ] } ], "title": [ { "__type": "Text", "__tag": 4046, "value": "Some history and perspectives" } ], "level": 1, "target": null }, { "__type": "Section", "__tag": 4015, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "Some of the highlights of this release are:" } ] }, { "__type": "BulletList", "__tag": 4053, "ordered": false, "start": 1, "children": [ { "__type": "ListItem", "__tag": 4054, "children": [ { "__type": "Paragraph", "__tag": 4045, "children": [ { "__type": "Text", "__tag": 4046, "value": "Major build improvements. 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